warning: commands will be executed using /bin/sh
job 2154 at Tue Mar 25 14:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140319/YutaMouse20-140319/YutaMouse20-140319
ElecNo	3
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 1898308 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 632769 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 33352 members 
Mstep: Class 3 contains 33372 members 
Mstep: Class 4 contains 33142 members 
Mstep: Class 5 contains 33167 members 
Mstep: Class 6 contains 33546 members 
Mstep: Class 7 contains 33116 members 
Mstep: Class 8 contains 33355 members 
Mstep: Class 9 contains 33186 members 
Mstep: Class 10 contains 33482 members 
Mstep: Class 11 contains 33246 members 
Mstep: Class 12 contains 32965 members 
Mstep: Class 13 contains 33371 members 
Mstep: Class 14 contains 33466 members 
Mstep: Class 15 contains 33535 members 
Mstep: Class 16 contains 33176 members 
Mstep: Class 17 contains 33269 members 
Mstep: Class 18 contains 33268 members 
Mstep: Class 19 contains 33130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 213.400726 but Gain 3312.750000
Score: -67449424.000000 Penalty: 59629.488281
Iteration 0F: 19 clusters Score -6.744942e+07 nChanged 595054
Entering Unmasked Mstep 
Mstep: Class 0 contains 2191 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 39163 members 
Mstep: Class 3 contains 39871 members 
Mstep: Class 4 contains 3861 members 
Mstep: Class 5 contains 38193 members 
Mstep: Class 6 contains 11669 members 
Mstep: Class 7 contains 32218 members 
Mstep: Class 8 contains 1802 members 
Mstep: Class 9 contains 20485 members 
Mstep: Class 10 contains 4576 members 
Mstep: Class 11 contains 43341 members 
Mstep: Class 12 contains 2711 members 
Mstep: Class 13 contains 213555 members 
Mstep: Class 14 contains 68725 members 
Mstep: Class 15 contains 29069 members 
Mstep: Class 16 contains 16322 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 19 contains 13112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2226.797119 but Gain 3312.750000
Score: -69922688.000000 Penalty: 56316.738281
Iteration 1F: 18 clusters Score -6.992269e+07 nChanged 189991
Entering Unmasked Mstep 
Mstep: Class 0 contains 1364 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 29993 members 
Mstep: Class 3 contains 25858 members 
Mstep: Class 4 contains 7806 members 
Mstep: Class 5 contains 28781 members 
Mstep: Class 6 contains 7290 members 
Mstep: Class 7 contains 24797 members 
Mstep: Class 8 contains 1912 members 
Mstep: Class 9 contains 14844 members 
Mstep: Class 10 contains 3331 members 
Mstep: Class 11 contains 32994 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 313425 members 
Mstep: Class 14 contains 60543 members 
Mstep: Class 15 contains 22676 members 
Mstep: Class 16 contains 8848 members 
Mstep: Class 19 contains 8423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3021.591064 but Gain 3312.746094
Score: -70272296.000000 Penalty: 53003.992188
Iteration 2F: 17 clusters Score -7.02723e+07 nChanged 136474
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 34297 members 
Mstep: Class 3 contains 14395 members 
Mstep: Class 4 contains 11410 members 
Mstep: Class 5 contains 17578 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 15616 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 10577 members 
Mstep: Class 11 contains 21933 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 393094 members 
Mstep: Class 14 contains 47776 members 
Mstep: Class 15 contains 18325 members 
Mstep: Class 16 contains 4403 members 
Mstep: Class 19 contains 7114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2583.173340 but Gain 3312.750000
Score: -70432232.000000 Penalty: 49691.242188
Iteration 3F: 16 clusters Score -7.043223e+07 nChanged 93208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 44708 members 
Mstep: Class 3 contains 7534 members 
Mstep: Class 4 contains 10823 members 
Mstep: Class 5 contains 9520 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 8536 members 
Mstep: Class 11 contains 12921 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 442239 members 
Mstep: Class 14 contains 35926 members 
Mstep: Class 15 contains 17568 members 
Mstep: Class 19 contains 6491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70523216.000000 Penalty: 49691.242188
Iteration 4F: 16 clusters Score -7.052322e+07 nChanged 61169
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 53764 members 
Mstep: Class 3 contains 3799 members 
Mstep: Class 4 contains 9884 members 
Mstep: Class 5 contains 4674 members 
Mstep: Class 6 contains 3039 members 
Mstep: Class 7 contains 4951 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 7455 members 
Mstep: Class 11 contains 6728 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 470705 members 
Mstep: Class 14 contains 24534 members 
Mstep: Class 15 contains 18985 members 
Mstep: Class 19 contains 5657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2588.074219 but Gain 3312.750000
Score: -70542528.000000 Penalty: 46378.492188
Iteration 5F: 15 clusters Score -7.054253e+07 nChanged 41429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 61723 members 
Mstep: Class 4 contains 9432 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 3263 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 6796 members 
Mstep: Class 11 contains 4039 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 480660 members 
Mstep: Class 14 contains 17163 members 
Mstep: Class 15 contains 23493 members 
Mstep: Class 19 contains 4733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2058.725098 but Gain 3312.750000
Score: -70557448.000000 Penalty: 43065.742188
Iteration 6F: 14 clusters Score -7.055745e+07 nChanged 28505
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 68166 members 
Mstep: Class 4 contains 9361 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 2643 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 6111 members 
Mstep: Class 11 contains 3023 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 479306 members 
Mstep: Class 14 contains 12950 members 
Mstep: Class 15 contains 29686 members 
Mstep: Class 19 contains 3964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3029.450439 but Gain 3312.750000
Score: -70578824.000000 Penalty: 39752.992188
Iteration 7Q: 13 clusters Score -7.057882e+07 nChanged 22717
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 72659 members 
Mstep: Class 4 contains 9519 members 
Mstep: Class 6 contains 2427 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 474174 members 
Mstep: Class 14 contains 10544 members 
Mstep: Class 15 contains 37139 members 
Mstep: Class 19 contains 3334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70601944.000000 Penalty: 39752.992188
Iteration 8Q: 13 clusters Score -7.060194e+07 nChanged 17661
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 75723 members 
Mstep: Class 4 contains 9754 members 
Mstep: Class 6 contains 2275 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 4868 members 
Mstep: Class 11 contains 3198 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 465225 members 
Mstep: Class 14 contains 9389 members 
Mstep: Class 15 contains 44799 members 
Mstep: Class 19 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70624032.000000 Penalty: 39752.992188
Iteration 9Q: 13 clusters Score -7.062403e+07 nChanged 15793
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 77142 members 
Mstep: Class 4 contains 10061 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 456531 members 
Mstep: Class 14 contains 9129 members 
Mstep: Class 15 contains 52201 members 
Mstep: Class 19 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70642120.000000 Penalty: 39752.992188
Iteration 10Q: 13 clusters Score -7.064212e+07 nChanged 14106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 77393 members 
Mstep: Class 4 contains 10328 members 
Mstep: Class 6 contains 1990 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 4209 members 
Mstep: Class 11 contains 4490 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 448667 members 
Mstep: Class 14 contains 9365 members 
Mstep: Class 15 contains 58982 members 
Mstep: Class 19 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70655816.000000 Penalty: 39752.992188
Iteration 11Q: 13 clusters Score -7.065582e+07 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 76832 members 
Mstep: Class 4 contains 10569 members 
Mstep: Class 6 contains 1842 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 11 contains 5292 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 441768 members 
Mstep: Class 14 contains 9701 members 
Mstep: Class 15 contains 65295 members 
Mstep: Class 19 contains 2361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70665816.000000 Penalty: 39752.992188
Iteration 12Q: 13 clusters Score -7.066582e+07 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 75607 members 
Mstep: Class 4 contains 10755 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 3889 members 
Mstep: Class 11 contains 6045 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 435943 members 
Mstep: Class 14 contains 9966 members 
Mstep: Class 15 contains 71150 members 
Mstep: Class 19 contains 2258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70672168.000000 Penalty: 39752.992188
Iteration 13Q: 13 clusters Score -7.067217e+07 nChanged 11436
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 74079 members 
Mstep: Class 4 contains 10889 members 
Mstep: Class 6 contains 1653 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 3810 members 
Mstep: Class 11 contains 6762 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 430340 members 
Mstep: Class 14 contains 10302 members 
Mstep: Class 15 contains 76895 members 
Mstep: Class 19 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70676936.000000 Penalty: 39752.992188
Iteration 14Q: 13 clusters Score -7.067694e+07 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 72437 members 
Mstep: Class 4 contains 10982 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 3754 members 
Mstep: Class 11 contains 7368 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 425171 members 
Mstep: Class 14 contains 10566 members 
Mstep: Class 15 contains 82419 members 
Mstep: Class 19 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70679912.000000 Penalty: 39752.992188
Iteration 15Q: 13 clusters Score -7.067991e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 70786 members 
Mstep: Class 4 contains 11034 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 11 contains 7855 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 420243 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 87785 members 
Mstep: Class 19 contains 2072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70681504.000000 Penalty: 39752.992188
Iteration 16Q: 13 clusters Score -7.06815e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 69214 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 415409 members 
Mstep: Class 14 contains 11026 members 
Mstep: Class 15 contains 93082 members 
Mstep: Class 19 contains 2012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70681936.000000 Penalty: 39752.992188
Iteration 17Q: 13 clusters Score -7.068194e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 67788 members 
Mstep: Class 4 contains 11010 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 3782 members 
Mstep: Class 11 contains 8475 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 410430 members 
Mstep: Class 14 contains 11243 members 
Mstep: Class 15 contains 98452 members 
Mstep: Class 19 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70681792.000000 Penalty: 39752.992188
Iteration 18Q: 13 clusters Score -7.068179e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 66492 members 
Mstep: Class 4 contains 10959 members 
Mstep: Class 6 contains 1445 members 
Mstep: Class 8 contains 2190 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 11 contains 8599 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 405308 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 103928 members 
Mstep: Class 19 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70684936.000000 Penalty: 39752.992188
Iteration 19Q: 13 clusters Score -7.068494e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 65187 members 
Mstep: Class 4 contains 10896 members 
Mstep: Class 6 contains 1420 members 
Mstep: Class 8 contains 2191 members 
Mstep: Class 9 contains 3826 members 
Mstep: Class 11 contains 8724 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 400566 members 
Mstep: Class 14 contains 11678 members 
Mstep: Class 15 contains 109158 members 
Mstep: Class 19 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3301.928467 but Gain 3312.750000
Score: -70688872.000000 Penalty: 36440.242188
Iteration 20F: 12 clusters Score -7.068887e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 64800 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 11 contains 9568 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 396283 members 
Mstep: Class 14 contains 11841 members 
Mstep: Class 15 contains 114008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70694688.000000 Penalty: 36440.242188
Iteration 21Q: 12 clusters Score -7.069469e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 63736 members 
Mstep: Class 4 contains 10561 members 
Mstep: Class 6 contains 1305 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 3929 members 
Mstep: Class 11 contains 10421 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 391253 members 
Mstep: Class 14 contains 12045 members 
Mstep: Class 15 contains 118609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70697608.000000 Penalty: 36440.242188
Iteration 22Q: 12 clusters Score -7.069761e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 62611 members 
Mstep: Class 4 contains 10280 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 11 contains 11362 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 386781 members 
Mstep: Class 14 contains 12180 members 
Mstep: Class 15 contains 122774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70699576.000000 Penalty: 36440.242188
Iteration 23Q: 12 clusters Score -7.069958e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 61498 members 
Mstep: Class 4 contains 9975 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4018 members 
Mstep: Class 11 contains 12267 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 382763 members 
Mstep: Class 14 contains 12301 members 
Mstep: Class 15 contains 126612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70700512.000000 Penalty: 36440.242188
Iteration 24Q: 12 clusters Score -7.070051e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 60465 members 
Mstep: Class 4 contains 9643 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4060 members 
Mstep: Class 11 contains 13104 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 379149 members 
Mstep: Class 14 contains 12425 members 
Mstep: Class 15 contains 130078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70702216.000000 Penalty: 36440.242188
Iteration 25Q: 12 clusters Score -7.070222e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 59472 members 
Mstep: Class 4 contains 9329 members 
Mstep: Class 6 contains 1235 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4115 members 
Mstep: Class 11 contains 13883 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 375699 members 
Mstep: Class 14 contains 12553 members 
Mstep: Class 15 contains 133337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70702544.000000 Penalty: 36440.242188
Iteration 26Q: 12 clusters Score -7.070254e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 58597 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 6 contains 1233 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4182 members 
Mstep: Class 11 contains 14567 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 372389 members 
Mstep: Class 14 contains 12686 members 
Mstep: Class 15 contains 136400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70702336.000000 Penalty: 36440.242188
Iteration 27Q: 12 clusters Score -7.070234e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 57777 members 
Mstep: Class 4 contains 8706 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4238 members 
Mstep: Class 11 contains 15202 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 369176 members 
Mstep: Class 14 contains 12827 members 
Mstep: Class 15 contains 139404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70705416.000000 Penalty: 36440.242188
Iteration 28Q: 12 clusters Score -7.070542e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 56805 members 
Mstep: Class 4 contains 8438 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4291 members 
Mstep: Class 11 contains 15745 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 366704 members 
Mstep: Class 14 contains 12943 members 
Mstep: Class 15 contains 141988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70707864.000000 Penalty: 36440.242188
Iteration 29Q: 12 clusters Score -7.070786e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 55938 members 
Mstep: Class 4 contains 8154 members 
Mstep: Class 6 contains 1254 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4343 members 
Mstep: Class 11 contains 16246 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 364517 members 
Mstep: Class 14 contains 13038 members 
Mstep: Class 15 contains 144300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70709832.000000 Penalty: 36440.242188
Iteration 30Q: 12 clusters Score -7.070983e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 55035 members 
Mstep: Class 4 contains 7915 members 
Mstep: Class 6 contains 1257 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4381 members 
Mstep: Class 11 contains 16675 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 362694 members 
Mstep: Class 14 contains 13120 members 
Mstep: Class 15 contains 146372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70711464.000000 Penalty: 36440.242188
Iteration 31Q: 12 clusters Score -7.071146e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 54311 members 
Mstep: Class 4 contains 7653 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 11 contains 17035 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 361095 members 
Mstep: Class 14 contains 13214 members 
Mstep: Class 15 contains 148174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70712744.000000 Penalty: 36440.242188
Iteration 32Q: 12 clusters Score -7.071274e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 53654 members 
Mstep: Class 4 contains 7413 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4488 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 359713 members 
Mstep: Class 14 contains 13297 members 
Mstep: Class 15 contains 149721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70713744.000000 Penalty: 36440.242188
Iteration 33Q: 12 clusters Score -7.071374e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 53065 members 
Mstep: Class 4 contains 7202 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4535 members 
Mstep: Class 11 contains 17638 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 358490 members 
Mstep: Class 14 contains 13372 members 
Mstep: Class 15 contains 151110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70714728.000000 Penalty: 36440.242188
Iteration 34Q: 12 clusters Score -7.071473e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 52540 members 
Mstep: Class 4 contains 7001 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4561 members 
Mstep: Class 11 contains 17879 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 357463 members 
Mstep: Class 14 contains 13445 members 
Mstep: Class 15 contains 152329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70715632.000000 Penalty: 36440.242188
Iteration 35Q: 12 clusters Score -7.071563e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 52065 members 
Mstep: Class 4 contains 6815 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4611 members 
Mstep: Class 11 contains 18052 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 356559 members 
Mstep: Class 14 contains 13522 members 
Mstep: Class 15 contains 153410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70716688.000000 Penalty: 36440.242188
Iteration 36Q: 12 clusters Score -7.071669e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 51670 members 
Mstep: Class 4 contains 6626 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4657 members 
Mstep: Class 11 contains 18234 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 355734 members 
Mstep: Class 14 contains 13583 members 
Mstep: Class 15 contains 154386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70717528.000000 Penalty: 36440.242188
Iteration 37Q: 12 clusters Score -7.071753e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 51322 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 6 contains 1257 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 4682 members 
Mstep: Class 11 contains 18390 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 354999 members 
Mstep: Class 14 contains 13645 members 
Mstep: Class 15 contains 155233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70718448.000000 Penalty: 36440.242188
Iteration 38Q: 12 clusters Score -7.071845e+07 nChanged 1840
Entering ConstructFrom: 
Score: -70718448.000000 Penalty: 36440.242188
Entering ConstructFrom: 
Trying to split cluster 1 (22538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Entering Unmasked Estep 
Score: -2593577.750000 Penalty: 2485.693604
	Iteration 0F: 2 clusters Score -2593578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2577858.000000 Penalty: 4971.387207
	Iteration 0F: 3 clusters Score -2577858 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2583085.250000 Penalty: 4971.387207
	Iteration 1F: 3 clusters Score -2583085 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2583479.250000 Penalty: 4971.387207
	Iteration 2F: 3 clusters Score -2583479 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2583861.500000 Penalty: 4971.387207
	Iteration 3Q: 3 clusters Score -2583862 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2584290.750000 Penalty: 4971.387207
	Iteration 4Q: 3 clusters Score -2584291 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2584827.750000 Penalty: 4971.387207
	Iteration 5Q: 3 clusters Score -2584828 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2585503.750000 Penalty: 4971.387207
	Iteration 6F: 3 clusters Score -2585504 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2586398.750000 Penalty: 4971.387207
	Iteration 7F: 3 clusters Score -2586399 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2587446.750000 Penalty: 4971.387207
	Iteration 8F: 3 clusters Score -2587447 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2588626.250000 Penalty: 4971.387207
	Iteration 9F: 3 clusters Score -2588626 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2589798.250000 Penalty: 4971.387207
	Iteration 10F: 3 clusters Score -2589798 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2590751.000000 Penalty: 4971.387207
	Iteration 11Q: 3 clusters Score -2590751 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2591374.000000 Penalty: 4971.387207
	Iteration 12Q: 3 clusters Score -2591374 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2591771.250000 Penalty: 4971.387207
	Iteration 13Q: 3 clusters Score -2591771 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2591980.500000 Penalty: 4971.387207
	Iteration 14Q: 3 clusters Score -2591980 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2592115.500000 Penalty: 4971.387207
	Iteration 15Q: 3 clusters Score -2592116 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2592199.250000 Penalty: 4971.387207
	Iteration 16Q: 3 clusters Score -2592199 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2592266.500000 Penalty: 4971.387207
	Iteration 17Q: 3 clusters Score -2592266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2592336.250000 Penalty: 4971.387207
	Iteration 18Q: 3 clusters Score -2592336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2592390.500000 Penalty: 4971.387207
	Iteration 19Q: 3 clusters Score -2592390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2592418.750000 Penalty: 4971.387207
	Iteration 20F: 3 clusters Score -2592419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2592434.250000 Penalty: 4971.387207
	Iteration 21Q: 3 clusters Score -2592434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2592440.750000 Penalty: 4971.387207
	Iteration 22Q: 3 clusters Score -2592441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2592450.750000 Penalty: 4971.387207
	Iteration 23Q: 3 clusters Score -2592451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2592464.500000 Penalty: 4971.387207
	Iteration 24Q: 3 clusters Score -2592464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2592467.000000 Penalty: 4971.387207
	Iteration 25Q: 3 clusters Score -2592467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2592467.500000 Penalty: 4971.387207
	Iteration 26Q: 3 clusters Score -2592468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2592467.750000 Penalty: 4971.387207
	Iteration 27Q: 3 clusters Score -2592468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -2592472.250000 Penalty: 4971.387207
	Iteration 28Q: 3 clusters Score -2592472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -2592473.250000 Penalty: 4971.387207
	Iteration 29Q: 3 clusters Score -2592473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2592478.750000 Penalty: 4971.387207
	Iteration 30Q: 3 clusters Score -2592479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2592481.750000 Penalty: 4971.387207
	Iteration 31Q: 3 clusters Score -2592482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2592479.750000 Penalty: 4971.387207
	Iteration 32Q: 3 clusters Score -2592480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2592479.750000 Penalty: 4971.387207
	Iteration 33F: 3 clusters Score -2592480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Entering Unmasked Estep 
Score: -5710248.000000 Penalty: 2688.060303
	Iteration 0F: 2 clusters Score -5710248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -5675894.500000 Penalty: 5376.120605
	Iteration 0F: 3 clusters Score -5675894 nChanged 23539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -5689039.500000 Penalty: 5376.120605
	Iteration 1F: 3 clusters Score -5689040 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -5689749.500000 Penalty: 5376.120605
	Iteration 2Q: 3 clusters Score -5689750 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -5690528.000000 Penalty: 5376.120605
	Iteration 3Q: 3 clusters Score -5690528 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -5691406.500000 Penalty: 5376.120605
	Iteration 4Q: 3 clusters Score -5691406 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -5692554.000000 Penalty: 5376.120605
	Iteration 5F: 3 clusters Score -5692554 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -5693931.000000 Penalty: 5376.120605
	Iteration 6F: 3 clusters Score -5693931 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -5695721.500000 Penalty: 5376.120605
	Iteration 7F: 3 clusters Score -5695722 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -5697993.500000 Penalty: 5376.120605
	Iteration 8F: 3 clusters Score -5697994 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -5700642.500000 Penalty: 5376.120605
	Iteration 9F: 3 clusters Score -5700642 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -5703245.000000 Penalty: 5376.120605
	Iteration 10F: 3 clusters Score -5703245 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -5705279.000000 Penalty: 5376.120605
	Iteration 11Q: 3 clusters Score -5705279 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -5706581.000000 Penalty: 5376.120605
	Iteration 12Q: 3 clusters Score -5706581 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -5707288.000000 Penalty: 5376.120605
	Iteration 13Q: 3 clusters Score -5707288 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -5707642.000000 Penalty: 5376.120605
	Iteration 14Q: 3 clusters Score -5707642 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -5707842.500000 Penalty: 5376.120605
	Iteration 15Q: 3 clusters Score -5707842 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -5707942.000000 Penalty: 5376.120605
	Iteration 16Q: 3 clusters Score -5707942 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -5707996.000000 Penalty: 5376.120605
	Iteration 17Q: 3 clusters Score -5707996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -5708041.000000 Penalty: 5376.120605
	Iteration 18Q: 3 clusters Score -5708041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -5708061.000000 Penalty: 5376.120605
	Iteration 19Q: 3 clusters Score -5708061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -5708091.500000 Penalty: 5376.120605
	Iteration 20F: 3 clusters Score -5708092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -5708109.000000 Penalty: 5376.120605
	Iteration 21Q: 3 clusters Score -5708109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -5708120.000000 Penalty: 5376.120605
	Iteration 22Q: 3 clusters Score -5708120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -5708118.000000 Penalty: 5376.120605
	Iteration 23Q: 3 clusters Score -5708118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -5708134.500000 Penalty: 5376.120605
	Iteration 24Q: 3 clusters Score -5708134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -5708140.000000 Penalty: 5376.120605
	Iteration 25Q: 3 clusters Score -5708140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -5708144.500000 Penalty: 5376.120605
	Iteration 26Q: 3 clusters Score -5708144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -5708150.000000 Penalty: 5376.120605
	Iteration 27Q: 3 clusters Score -5708150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -5708164.000000 Penalty: 5376.120605
	Iteration 28Q: 3 clusters Score -5708164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -5708177.500000 Penalty: 5376.120605
	Iteration 29Q: 3 clusters Score -5708178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -5708181.000000 Penalty: 5376.120605
	Iteration 30Q: 3 clusters Score -5708181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -5708182.000000 Penalty: 5376.120605
	Iteration 31Q: 3 clusters Score -5708182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -5708182.000000 Penalty: 5376.120605
	Iteration 32F: 3 clusters Score -5708182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Entering Unmasked Estep 
Score: -686842.687500 Penalty: 2170.365723
	Iteration 0F: 2 clusters Score -686842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -681496.187500 Penalty: 4340.731445
	Iteration 0F: 3 clusters Score -681496.2 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -682935.687500 Penalty: 4340.731445
	Iteration 1F: 3 clusters Score -682935.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -683388.000000 Penalty: 4340.731445
	Iteration 2F: 3 clusters Score -683388 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -684011.750000 Penalty: 4340.731445
	Iteration 3F: 3 clusters Score -684011.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -684930.125000 Penalty: 4340.731445
	Iteration 4F: 3 clusters Score -684930.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -685569.875000 Penalty: 4340.731445
	Iteration 5F: 3 clusters Score -685569.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -685949.750000 Penalty: 4340.731445
	Iteration 6F: 3 clusters Score -685949.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -686229.625000 Penalty: 4340.731445
	Iteration 7F: 3 clusters Score -686229.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -686405.250000 Penalty: 4340.731445
	Iteration 8Q: 3 clusters Score -686405.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -686505.187500 Penalty: 4340.731445
	Iteration 9Q: 3 clusters Score -686505.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -686572.312500 Penalty: 4340.731445
	Iteration 10Q: 3 clusters Score -686572.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -686618.312500 Penalty: 4340.731445
	Iteration 11Q: 3 clusters Score -686618.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -686649.687500 Penalty: 4340.731445
	Iteration 12Q: 3 clusters Score -686649.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -686677.625000 Penalty: 4340.731445
	Iteration 13Q: 3 clusters Score -686677.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -686705.375000 Penalty: 4340.731445
	Iteration 14Q: 3 clusters Score -686705.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -686725.687500 Penalty: 4340.731445
	Iteration 15Q: 3 clusters Score -686725.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -686745.750000 Penalty: 4340.731445
	Iteration 16Q: 3 clusters Score -686745.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -686761.000000 Penalty: 4340.731445
	Iteration 17Q: 3 clusters Score -686761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -686770.250000 Penalty: 4340.731445
	Iteration 18Q: 3 clusters Score -686770.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -686775.812500 Penalty: 4340.731445
	Iteration 19Q: 3 clusters Score -686775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -686777.812500 Penalty: 4340.731445
	Iteration 20F: 3 clusters Score -686777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -686783.125000 Penalty: 4340.731445
	Iteration 21Q: 3 clusters Score -686783.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -686789.312500 Penalty: 4340.731445
	Iteration 22Q: 3 clusters Score -686789.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -686792.375000 Penalty: 4340.731445
	Iteration 23Q: 3 clusters Score -686792.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -686796.500000 Penalty: 4340.731445
	Iteration 24Q: 3 clusters Score -686796.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -686803.562500 Penalty: 4340.731445
	Iteration 25Q: 3 clusters Score -686803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -686809.000000 Penalty: 4340.731445
	Iteration 26Q: 3 clusters Score -686809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -686810.437500 Penalty: 4340.731445
	Iteration 27Q: 3 clusters Score -686810.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -686814.812500 Penalty: 4340.731445
	Iteration 28Q: 3 clusters Score -686814.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -686819.687500 Penalty: 4340.731445
	Iteration 29Q: 3 clusters Score -686819.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -686820.187500 Penalty: 4340.731445
	Iteration 30Q: 3 clusters Score -686820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -686822.687500 Penalty: 4340.731445
	Iteration 31Q: 3 clusters Score -686822.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -686822.937500 Penalty: 4340.731445
	Iteration 32Q: 3 clusters Score -686822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -686822.937500 Penalty: 4340.731445
	Iteration 33F: 3 clusters Score -686822.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -133216.000000 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -133216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -131106.000000 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -131106 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -131492.281250 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -131492.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -131673.546875 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -131673.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -131812.234375 Penalty: 3539.695557
	Iteration 3F: 3 clusters Score -131812.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131977.609375 Penalty: 3539.695557
	Iteration 4Q: 3 clusters Score -131977.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132158.796875 Penalty: 3539.695557
	Iteration 5Q: 3 clusters Score -132158.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -132298.515625 Penalty: 3539.695557
	Iteration 6Q: 3 clusters Score -132298.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -132401.296875 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -132401.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -132449.781250 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -132449.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -132478.046875 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -132478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -132505.718750 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -132505.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132523.906250 Penalty: 3539.695557
	Iteration 11Q: 3 clusters Score -132523.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -132544.937500 Penalty: 3539.695557
	Iteration 12Q: 3 clusters Score -132544.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -132566.109375 Penalty: 3539.695557
	Iteration 13Q: 3 clusters Score -132566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -132576.078125 Penalty: 3539.695557
	Iteration 14Q: 3 clusters Score -132576.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -132582.687500 Penalty: 3539.695557
	Iteration 15Q: 3 clusters Score -132582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -132588.484375 Penalty: 3539.695557
	Iteration 16Q: 3 clusters Score -132588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -132589.156250 Penalty: 3539.695557
	Iteration 17Q: 3 clusters Score -132589.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -132589.593750 Penalty: 3539.695557
	Iteration 18Q: 3 clusters Score -132589.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -132589.593750 Penalty: 3539.695557
	Iteration 19F: 3 clusters Score -132589.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -215465.140625 Penalty: 1907.304199
	Iteration 0F: 2 clusters Score -215465.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -212866.359375 Penalty: 3814.608398
	Iteration 0F: 3 clusters Score -212866.4 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -214740.234375 Penalty: 3814.608398
	Iteration 1F: 3 clusters Score -214740.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -216558.296875 Penalty: 3814.608398
	Iteration 2F: 3 clusters Score -216558.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -217911.781250 Penalty: 3814.608398
	Iteration 3F: 3 clusters Score -217911.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -219112.953125 Penalty: 3814.608398
	Iteration 4F: 3 clusters Score -219113 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -220008.140625 Penalty: 3814.608398
	Iteration 5Q: 3 clusters Score -220008.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -221170.984375 Penalty: 3814.608398
	Iteration 6Q: 3 clusters Score -221171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -221515.484375 Penalty: 3814.608398
	Iteration 7Q: 3 clusters Score -221515.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -221591.515625 Penalty: 3814.608398
	Iteration 8Q: 3 clusters Score -221591.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -221940.281250 Penalty: 3814.608398
	Iteration 9Q: 3 clusters Score -221940.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -222259.250000 Penalty: 3814.608398
	Iteration 10Q: 3 clusters Score -222259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -222273.562500 Penalty: 3814.608398
	Iteration 11Q: 3 clusters Score -222273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -222277.890625 Penalty: 3814.608398
	Iteration 12Q: 3 clusters Score -222277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -222285.390625 Penalty: 3814.608398
	Iteration 13Q: 3 clusters Score -222285.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -222285.390625 Penalty: 3814.608398
	Iteration 14F: 3 clusters Score -222285.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 50968 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 6320 members 
Mstep: Class 6 contains 1257 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 9 contains 4715 members 
Mstep: Class 11 contains 18511 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 354404 members 
Mstep: Class 14 contains 13701 members 
Mstep: Class 15 contains 155980 members 
Entering Unmasked Estep 
Score: -70724240.000000 Penalty: 39752.992188
Splitting cluster 8 changes total score from -70718448.000000 to -70724240.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 9 (4715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Entering Unmasked Estep 
Score: -527856.500000 Penalty: 2097.708984
	Iteration 0F: 2 clusters Score -527856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -523590.562500 Penalty: 4195.417969
	Iteration 0F: 3 clusters Score -523590.6 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -524579.250000 Penalty: 4195.417969
	Iteration 1F: 3 clusters Score -524579.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -524836.812500 Penalty: 4195.417969
	Iteration 2F: 3 clusters Score -524836.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -525064.187500 Penalty: 4195.417969
	Iteration 3F: 3 clusters Score -525064.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -525279.875000 Penalty: 4195.417969
	Iteration 4F: 3 clusters Score -525279.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -525490.812500 Penalty: 4195.417969
	Iteration 5F: 3 clusters Score -525490.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -525681.312500 Penalty: 4195.417969
	Iteration 6F: 3 clusters Score -525681.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -525849.687500 Penalty: 4195.417969
	Iteration 7Q: 3 clusters Score -525849.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -526015.500000 Penalty: 4195.417969
	Iteration 8Q: 3 clusters Score -526015.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -526164.187500 Penalty: 4195.417969
	Iteration 9Q: 3 clusters Score -526164.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -526279.125000 Penalty: 4195.417969
	Iteration 10Q: 3 clusters Score -526279.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -526366.750000 Penalty: 4195.417969
	Iteration 11Q: 3 clusters Score -526366.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -526427.062500 Penalty: 4195.417969
	Iteration 12Q: 3 clusters Score -526427.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -526490.500000 Penalty: 4195.417969
	Iteration 13Q: 3 clusters Score -526490.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -526548.812500 Penalty: 4195.417969
	Iteration 14Q: 3 clusters Score -526548.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -526581.375000 Penalty: 4195.417969
	Iteration 15Q: 3 clusters Score -526581.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -526603.750000 Penalty: 4195.417969
	Iteration 16Q: 3 clusters Score -526603.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -526618.500000 Penalty: 4195.417969
	Iteration 17Q: 3 clusters Score -526618.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -526630.375000 Penalty: 4195.417969
	Iteration 18Q: 3 clusters Score -526630.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -526637.312500 Penalty: 4195.417969
	Iteration 19Q: 3 clusters Score -526637.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -526643.625000 Penalty: 4195.417969
	Iteration 20F: 3 clusters Score -526643.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -526652.125000 Penalty: 4195.417969
	Iteration 21Q: 3 clusters Score -526652.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -526656.625000 Penalty: 4195.417969
	Iteration 22Q: 3 clusters Score -526656.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -526663.062500 Penalty: 4195.417969
	Iteration 23Q: 3 clusters Score -526663.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -526666.062500 Penalty: 4195.417969
	Iteration 24Q: 3 clusters Score -526666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -526667.312500 Penalty: 4195.417969
	Iteration 25Q: 3 clusters Score -526667.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -526668.625000 Penalty: 4195.417969
	Iteration 26Q: 3 clusters Score -526668.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -526669.187500 Penalty: 4195.417969
	Iteration 27Q: 3 clusters Score -526669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -526669.187500 Penalty: 4195.417969
	Iteration 28F: 3 clusters Score -526669.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Entering Unmasked Estep 
Score: -2143818.500000 Penalty: 2436.877930
	Iteration 0F: 2 clusters Score -2143818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2130640.000000 Penalty: 4873.755859
	Iteration 0F: 3 clusters Score -2130640 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2135139.500000 Penalty: 4873.755859
	Iteration 1F: 3 clusters Score -2135140 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2135680.000000 Penalty: 4873.755859
	Iteration 2F: 3 clusters Score -2135680 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2136222.750000 Penalty: 4873.755859
	Iteration 3F: 3 clusters Score -2136223 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2136703.250000 Penalty: 4873.755859
	Iteration 4F: 3 clusters Score -2136703 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2137112.750000 Penalty: 4873.755859
	Iteration 5Q: 3 clusters Score -2137113 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2137471.500000 Penalty: 4873.755859
	Iteration 6Q: 3 clusters Score -2137472 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2137869.500000 Penalty: 4873.755859
	Iteration 7Q: 3 clusters Score -2137870 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2138278.500000 Penalty: 4873.755859
	Iteration 8Q: 3 clusters Score -2138278 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2138776.250000 Penalty: 4873.755859
	Iteration 9Q: 3 clusters Score -2138776 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2139288.000000 Penalty: 4873.755859
	Iteration 10Q: 3 clusters Score -2139288 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2139693.250000 Penalty: 4873.755859
	Iteration 11Q: 3 clusters Score -2139693 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2139930.750000 Penalty: 4873.755859
	Iteration 12Q: 3 clusters Score -2139931 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2140054.750000 Penalty: 4873.755859
	Iteration 13Q: 3 clusters Score -2140055 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2140131.750000 Penalty: 4873.755859
	Iteration 14Q: 3 clusters Score -2140132 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2140185.000000 Penalty: 4873.755859
	Iteration 15Q: 3 clusters Score -2140185 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2140226.250000 Penalty: 4873.755859
	Iteration 16Q: 3 clusters Score -2140226 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2140261.000000 Penalty: 4873.755859
	Iteration 17Q: 3 clusters Score -2140261 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2140288.250000 Penalty: 4873.755859
	Iteration 18Q: 3 clusters Score -2140288 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2140323.500000 Penalty: 4873.755859
	Iteration 19Q: 3 clusters Score -2140324 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2140346.500000 Penalty: 4873.755859
	Iteration 20F: 3 clusters Score -2140346 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2140353.750000 Penalty: 4873.755859
	Iteration 21Q: 3 clusters Score -2140354 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2140387.250000 Penalty: 4873.755859
	Iteration 22Q: 3 clusters Score -2140387 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2140412.250000 Penalty: 4873.755859
	Iteration 23Q: 3 clusters Score -2140412 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2140455.250000 Penalty: 4873.755859
	Iteration 24Q: 3 clusters Score -2140455 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2140489.500000 Penalty: 4873.755859
	Iteration 25Q: 3 clusters Score -2140490 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2140545.750000 Penalty: 4873.755859
	Iteration 26Q: 3 clusters Score -2140546 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2140602.000000 Penalty: 4873.755859
	Iteration 27Q: 3 clusters Score -2140602 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2140646.500000 Penalty: 4873.755859
	Iteration 28Q: 3 clusters Score -2140646 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2140686.000000 Penalty: 4873.755859
	Iteration 29Q: 3 clusters Score -2140686 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2140723.250000 Penalty: 4873.755859
	Iteration 30Q: 3 clusters Score -2140723 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2140750.500000 Penalty: 4873.755859
	Iteration 31Q: 3 clusters Score -2140750 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2140780.750000 Penalty: 4873.755859
	Iteration 32Q: 3 clusters Score -2140781 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2140825.750000 Penalty: 4873.755859
	Iteration 33Q: 3 clusters Score -2140826 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2140862.500000 Penalty: 4873.755859
	Iteration 34Q: 3 clusters Score -2140862 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2140902.750000 Penalty: 4873.755859
	Iteration 35Q: 3 clusters Score -2140903 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2140945.250000 Penalty: 4873.755859
	Iteration 36Q: 3 clusters Score -2140945 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2140984.250000 Penalty: 4873.755859
	Iteration 37Q: 3 clusters Score -2140984 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2141025.500000 Penalty: 4873.755859
	Iteration 38Q: 3 clusters Score -2141026 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2141061.250000 Penalty: 4873.755859
	Iteration 39Q: 3 clusters Score -2141061 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2141088.750000 Penalty: 4873.755859
	Iteration 40F: 3 clusters Score -2141089 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2141121.750000 Penalty: 4873.755859
	Iteration 41Q: 3 clusters Score -2141122 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2141155.750000 Penalty: 4873.755859
	Iteration 42Q: 3 clusters Score -2141156 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2141181.250000 Penalty: 4873.755859
	Iteration 43Q: 3 clusters Score -2141181 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2141212.750000 Penalty: 4873.755859
	Iteration 44Q: 3 clusters Score -2141213 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2141248.750000 Penalty: 4873.755859
	Iteration 45Q: 3 clusters Score -2141249 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2141280.500000 Penalty: 4873.755859
	Iteration 46Q: 3 clusters Score -2141280 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2141314.500000 Penalty: 4873.755859
	Iteration 47Q: 3 clusters Score -2141314 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2141353.750000 Penalty: 4873.755859
	Iteration 48Q: 3 clusters Score -2141354 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2141385.500000 Penalty: 4873.755859
	Iteration 49Q: 3 clusters Score -2141386 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2141419.750000 Penalty: 4873.755859
	Iteration 50Q: 3 clusters Score -2141420 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2141447.500000 Penalty: 4873.755859
	Iteration 51Q: 3 clusters Score -2141448 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2141472.750000 Penalty: 4873.755859
	Iteration 52Q: 3 clusters Score -2141473 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2141492.500000 Penalty: 4873.755859
	Iteration 53Q: 3 clusters Score -2141492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2141521.500000 Penalty: 4873.755859
	Iteration 54Q: 3 clusters Score -2141522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2141544.000000 Penalty: 4873.755859
	Iteration 55Q: 3 clusters Score -2141544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2141564.250000 Penalty: 4873.755859
	Iteration 56Q: 3 clusters Score -2141564 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2141598.500000 Penalty: 4873.755859
	Iteration 57Q: 3 clusters Score -2141598 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2141627.000000 Penalty: 4873.755859
	Iteration 58Q: 3 clusters Score -2141627 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2141665.500000 Penalty: 4873.755859
	Iteration 59Q: 3 clusters Score -2141666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2141679.500000 Penalty: 4873.755859
	Iteration 60F: 3 clusters Score -2141680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2141707.750000 Penalty: 4873.755859
	Iteration 61Q: 3 clusters Score -2141708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2141735.750000 Penalty: 4873.755859
	Iteration 62Q: 3 clusters Score -2141736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2141770.500000 Penalty: 4873.755859
	Iteration 63Q: 3 clusters Score -2141770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2141797.000000 Penalty: 4873.755859
	Iteration 64Q: 3 clusters Score -2141797 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2141815.000000 Penalty: 4873.755859
	Iteration 65Q: 3 clusters Score -2141815 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2141826.750000 Penalty: 4873.755859
	Iteration 66Q: 3 clusters Score -2141827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2141850.000000 Penalty: 4873.755859
	Iteration 67Q: 3 clusters Score -2141850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2141868.000000 Penalty: 4873.755859
	Iteration 68Q: 3 clusters Score -2141868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2141882.000000 Penalty: 4873.755859
	Iteration 69Q: 3 clusters Score -2141882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2141898.000000 Penalty: 4873.755859
	Iteration 70Q: 3 clusters Score -2141898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2141918.000000 Penalty: 4873.755859
	Iteration 71Q: 3 clusters Score -2141918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2141925.500000 Penalty: 4873.755859
	Iteration 72Q: 3 clusters Score -2141926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2141946.250000 Penalty: 4873.755859
	Iteration 73Q: 3 clusters Score -2141946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2141959.250000 Penalty: 4873.755859
	Iteration 74Q: 3 clusters Score -2141959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2141975.750000 Penalty: 4873.755859
	Iteration 75Q: 3 clusters Score -2141976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2141996.750000 Penalty: 4873.755859
	Iteration 76Q: 3 clusters Score -2141997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2142012.000000 Penalty: 4873.755859
	Iteration 77Q: 3 clusters Score -2142012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2142019.750000 Penalty: 4873.755859
	Iteration 78Q: 3 clusters Score -2142020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2142036.500000 Penalty: 4873.755859
	Iteration 79Q: 3 clusters Score -2142036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2142044.500000 Penalty: 4873.755859
	Iteration 80F: 3 clusters Score -2142044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2142048.250000 Penalty: 4873.755859
	Iteration 81Q: 3 clusters Score -2142048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2142054.000000 Penalty: 4873.755859
	Iteration 82Q: 3 clusters Score -2142054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2142055.250000 Penalty: 4873.755859
	Iteration 83Q: 3 clusters Score -2142055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2142054.750000 Penalty: 4873.755859
	Iteration 84Q: 3 clusters Score -2142055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2142062.500000 Penalty: 4873.755859
	Iteration 85Q: 3 clusters Score -2142062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2142061.250000 Penalty: 4873.755859
	Iteration 86Q: 3 clusters Score -2142061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2142063.000000 Penalty: 4873.755859
	Iteration 87Q: 3 clusters Score -2142063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2142062.000000 Penalty: 4873.755859
	Iteration 88Q: 3 clusters Score -2142062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2142062.000000 Penalty: 4873.755859
	Iteration 89F: 3 clusters Score -2142062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -210521.140625 Penalty: 1906.509521
	Iteration 0F: 2 clusters Score -210521.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -207888.921875 Penalty: 3813.019043
	Iteration 0F: 3 clusters Score -207888.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -209222.796875 Penalty: 3813.019043
	Iteration 1F: 3 clusters Score -209222.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -210450.125000 Penalty: 3813.019043
	Iteration 2F: 3 clusters Score -210450.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -211304.250000 Penalty: 3813.019043
	Iteration 3F: 3 clusters Score -211304.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -211740.125000 Penalty: 3813.019043
	Iteration 4F: 3 clusters Score -211740.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -212010.062500 Penalty: 3813.019043
	Iteration 5Q: 3 clusters Score -212010.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -212179.437500 Penalty: 3813.019043
	Iteration 6Q: 3 clusters Score -212179.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -212377.187500 Penalty: 3813.019043
	Iteration 7Q: 3 clusters Score -212377.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -212660.609375 Penalty: 3813.019043
	Iteration 8Q: 3 clusters Score -212660.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -212966.187500 Penalty: 3813.019043
	Iteration 9Q: 3 clusters Score -212966.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -213220.218750 Penalty: 3813.019043
	Iteration 10Q: 3 clusters Score -213220.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -213402.125000 Penalty: 3813.019043
	Iteration 11Q: 3 clusters Score -213402.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -213528.921875 Penalty: 3813.019043
	Iteration 12Q: 3 clusters Score -213528.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -213649.000000 Penalty: 3813.019043
	Iteration 13Q: 3 clusters Score -213649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -213745.046875 Penalty: 3813.019043
	Iteration 14Q: 3 clusters Score -213745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -213806.687500 Penalty: 3813.019043
	Iteration 15Q: 3 clusters Score -213806.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -213877.203125 Penalty: 3813.019043
	Iteration 16Q: 3 clusters Score -213877.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -213944.890625 Penalty: 3813.019043
	Iteration 17Q: 3 clusters Score -213944.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -213988.796875 Penalty: 3813.019043
	Iteration 18Q: 3 clusters Score -213988.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -214027.546875 Penalty: 3813.019043
	Iteration 19Q: 3 clusters Score -214027.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -214137.703125 Penalty: 3813.019043
	Iteration 20F: 3 clusters Score -214137.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -214283.875000 Penalty: 3813.019043
	Iteration 21Q: 3 clusters Score -214283.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -214485.109375 Penalty: 3813.019043
	Iteration 22Q: 3 clusters Score -214485.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -214700.718750 Penalty: 3813.019043
	Iteration 23Q: 3 clusters Score -214700.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -214911.937500 Penalty: 3813.019043
	Iteration 24Q: 3 clusters Score -214911.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -215189.375000 Penalty: 3813.019043
	Iteration 25Q: 3 clusters Score -215189.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -215424.718750 Penalty: 3813.019043
	Iteration 26Q: 3 clusters Score -215424.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -215656.796875 Penalty: 3813.019043
	Iteration 27Q: 3 clusters Score -215656.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -215864.078125 Penalty: 3813.019043
	Iteration 28Q: 3 clusters Score -215864.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -216062.656250 Penalty: 3813.019043
	Iteration 29Q: 3 clusters Score -216062.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -216186.812500 Penalty: 3813.019043
	Iteration 30Q: 3 clusters Score -216186.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -216252.781250 Penalty: 3813.019043
	Iteration 31Q: 3 clusters Score -216252.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -216295.609375 Penalty: 3813.019043
	Iteration 32Q: 3 clusters Score -216295.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -216312.359375 Penalty: 3813.019043
	Iteration 33Q: 3 clusters Score -216312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -216327.281250 Penalty: 3813.019043
	Iteration 34Q: 3 clusters Score -216327.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -216333.046875 Penalty: 3813.019043
	Iteration 35Q: 3 clusters Score -216333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -216352.421875 Penalty: 3813.019043
	Iteration 36Q: 3 clusters Score -216352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -216367.500000 Penalty: 3813.019043
	Iteration 37Q: 3 clusters Score -216367.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -216397.015625 Penalty: 3813.019043
	Iteration 38Q: 3 clusters Score -216397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -216437.062500 Penalty: 3813.019043
	Iteration 39Q: 3 clusters Score -216437.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -216636.921875 Penalty: 3813.019043
	Iteration 40F: 3 clusters Score -216636.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -217433.984375 Penalty: 3813.019043
	Iteration 41Q: 3 clusters Score -217434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -217450.328125 Penalty: 3813.019043
	Iteration 42Q: 3 clusters Score -217450.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -217450.328125 Penalty: 3813.019043
	Iteration 43F: 3 clusters Score -217450.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 50968 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 6320 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 1257 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 9 contains 4715 members 
Mstep: Class 11 contains 18511 members 
Mstep: Class 12 contains 1189 members 
Mstep: Class 13 contains 354404 members 
Mstep: Class 14 contains 13701 members 
Mstep: Class 15 contains 155980 members 
Entering Unmasked Estep 
Score: -70729856.000000 Penalty: 43065.742188
Splitting cluster 12 changes total score from -70718448.000000 to -70729856.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 13 (354404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354404 members 
Entering Unmasked Estep 
Score: -40112048.000000 Penalty: 3168.991699
	Iteration 0F: 2 clusters Score -4.011205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176906 members 
Mstep: Class 2 contains 177498 members 
Entering Unmasked Estep 
Score: -39930876.000000 Penalty: 6337.983398
	Iteration 0F: 3 clusters Score -3.993088e+07 nChanged 172337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166383 members 
Mstep: Class 2 contains 188021 members 
Entering Unmasked Estep 
Score: -40036332.000000 Penalty: 6337.983398
	Iteration 1F: 3 clusters Score -4.003633e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160365 members 
Mstep: Class 2 contains 194039 members 
Entering Unmasked Estep 
Score: -40039116.000000 Penalty: 6337.983398
	Iteration 2Q: 3 clusters Score -4.003912e+07 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151641 members 
Mstep: Class 2 contains 202763 members 
Entering Unmasked Estep 
Score: -40043436.000000 Penalty: 6337.983398
	Iteration 3Q: 3 clusters Score -4.004344e+07 nChanged 15824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139671 members 
Mstep: Class 2 contains 214733 members 
Entering Unmasked Estep 
Score: -40050220.000000 Penalty: 6337.983398
	Iteration 4Q: 3 clusters Score -4.005022e+07 nChanged 18909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124236 members 
Mstep: Class 2 contains 230168 members 
Entering Unmasked Estep 
Score: -40059084.000000 Penalty: 6337.983398
	Iteration 5F: 3 clusters Score -4.005908e+07 nChanged 21566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 248488 members 
Entering Unmasked Estep 
Score: -40070328.000000 Penalty: 6337.983398
	Iteration 6F: 3 clusters Score -4.007033e+07 nChanged 22638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86872 members 
Mstep: Class 2 contains 267532 members 
Entering Unmasked Estep 
Score: -40084036.000000 Penalty: 6337.983398
	Iteration 7F: 3 clusters Score -4.008404e+07 nChanged 20231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71541 members 
Mstep: Class 2 contains 282863 members 
Entering Unmasked Estep 
Score: -40096284.000000 Penalty: 6337.983398
	Iteration 8F: 3 clusters Score -4.009628e+07 nChanged 15876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 292197 members 
Entering Unmasked Estep 
Score: -40106004.000000 Penalty: 6337.983398
	Iteration 9Q: 3 clusters Score -4.0106e+07 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57368 members 
Mstep: Class 2 contains 297036 members 
Entering Unmasked Estep 
Score: -40110888.000000 Penalty: 6337.983398
	Iteration 10Q: 3 clusters Score -4.011089e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 299770 members 
Entering Unmasked Estep 
Score: -40113272.000000 Penalty: 6337.983398
	Iteration 11Q: 3 clusters Score -4.011327e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 301901 members 
Entering Unmasked Estep 
Score: -40114080.000000 Penalty: 6337.983398
	Iteration 12Q: 3 clusters Score -4.011408e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 303851 members 
Entering Unmasked Estep 
Score: -40114300.000000 Penalty: 6337.983398
	Iteration 13Q: 3 clusters Score -4.01143e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 305694 members 
Entering Unmasked Estep 
Score: -40114636.000000 Penalty: 6337.983398
	Iteration 14Q: 3 clusters Score -4.011464e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 307486 members 
Entering Unmasked Estep 
Score: -40114680.000000 Penalty: 6337.983398
	Iteration 15Q: 3 clusters Score -4.011468e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 309166 members 
Entering Unmasked Estep 
Score: -40114884.000000 Penalty: 6337.983398
	Iteration 16Q: 3 clusters Score -4.011488e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 310844 members 
Entering Unmasked Estep 
Score: -40114964.000000 Penalty: 6337.983398
	Iteration 17Q: 3 clusters Score -4.011496e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 312487 members 
Entering Unmasked Estep 
Score: -40114908.000000 Penalty: 6337.983398
	Iteration 18Q: 3 clusters Score -4.011491e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 313968 members 
Entering Unmasked Estep 
Score: -40114656.000000 Penalty: 6337.983398
	Iteration 19Q: 3 clusters Score -4.011466e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 315371 members 
Entering Unmasked Estep 
Score: -40114664.000000 Penalty: 6337.983398
	Iteration 20F: 3 clusters Score -4.011466e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 316852 members 
Entering Unmasked Estep 
Score: -40114472.000000 Penalty: 6337.983398
	Iteration 21Q: 3 clusters Score -4.011447e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 318252 members 
Entering Unmasked Estep 
Score: -40114160.000000 Penalty: 6337.983398
	Iteration 22Q: 3 clusters Score -4.011416e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 319608 members 
Entering Unmasked Estep 
Score: -40114008.000000 Penalty: 6337.983398
	Iteration 23Q: 3 clusters Score -4.011401e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 320945 members 
Entering Unmasked Estep 
Score: -40113740.000000 Penalty: 6337.983398
	Iteration 24Q: 3 clusters Score -4.011374e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 322230 members 
Entering Unmasked Estep 
Score: -40113512.000000 Penalty: 6337.983398
	Iteration 25Q: 3 clusters Score -4.011351e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 323456 members 
Entering Unmasked Estep 
Score: -40113276.000000 Penalty: 6337.983398
	Iteration 26Q: 3 clusters Score -4.011328e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 324699 members 
Entering Unmasked Estep 
Score: -40113180.000000 Penalty: 6337.983398
	Iteration 27Q: 3 clusters Score -4.011318e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 325893 members 
Entering Unmasked Estep 
Score: -40112996.000000 Penalty: 6337.983398
	Iteration 28Q: 3 clusters Score -4.0113e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 327095 members 
Entering Unmasked Estep 
Score: -40112972.000000 Penalty: 6337.983398
	Iteration 29Q: 3 clusters Score -4.011297e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 328296 members 
Entering Unmasked Estep 
Score: -40112928.000000 Penalty: 6337.983398
	Iteration 30Q: 3 clusters Score -4.011293e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 329516 members 
Entering Unmasked Estep 
Score: -40112888.000000 Penalty: 6337.983398
	Iteration 31Q: 3 clusters Score -4.011289e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 330741 members 
Entering Unmasked Estep 
Score: -40112820.000000 Penalty: 6337.983398
	Iteration 32Q: 3 clusters Score -4.011282e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 331984 members 
Entering Unmasked Estep 
Score: -40112664.000000 Penalty: 6337.983398
	Iteration 33Q: 3 clusters Score -4.011266e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 333222 members 
Entering Unmasked Estep 
Score: -40112632.000000 Penalty: 6337.983398
	Iteration 34Q: 3 clusters Score -4.011263e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 334423 members 
Entering Unmasked Estep 
Score: -40112628.000000 Penalty: 6337.983398
	Iteration 35Q: 3 clusters Score -4.011263e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 335584 members 
Entering Unmasked Estep 
Score: -40112432.000000 Penalty: 6337.983398
	Iteration 36Q: 3 clusters Score -4.011243e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 336748 members 
Entering Unmasked Estep 
Score: -40112264.000000 Penalty: 6337.983398
	Iteration 37Q: 3 clusters Score -4.011226e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 337878 members 
Entering Unmasked Estep 
Score: -40112260.000000 Penalty: 6337.983398
	Iteration 38Q: 3 clusters Score -4.011226e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 338917 members 
Entering Unmasked Estep 
Score: -40112360.000000 Penalty: 6337.983398
	Iteration 39Q: 3 clusters Score -4.011236e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 339884 members 
Entering Unmasked Estep 
Score: -40112288.000000 Penalty: 6337.983398
	Iteration 40F: 3 clusters Score -4.011229e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 340735 members 
Entering Unmasked Estep 
Score: -40112108.000000 Penalty: 6337.983398
	Iteration 41Q: 3 clusters Score -4.011211e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 341567 members 
Entering Unmasked Estep 
Score: -40112116.000000 Penalty: 6337.983398
	Iteration 42Q: 3 clusters Score -4.011212e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 342361 members 
Entering Unmasked Estep 
Score: -40112152.000000 Penalty: 6337.983398
	Iteration 43Q: 3 clusters Score -4.011215e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 343075 members 
Entering Unmasked Estep 
Score: -40112016.000000 Penalty: 6337.983398
	Iteration 44Q: 3 clusters Score -4.011202e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 343736 members 
Entering Unmasked Estep 
Score: -40111984.000000 Penalty: 6337.983398
	Iteration 45Q: 3 clusters Score -4.011198e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 344378 members 
Entering Unmasked Estep 
Score: -40111956.000000 Penalty: 6337.983398
	Iteration 46Q: 3 clusters Score -4.011196e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 344995 members 
Entering Unmasked Estep 
Score: -40112008.000000 Penalty: 6337.983398
	Iteration 47Q: 3 clusters Score -4.011201e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 345549 members 
Entering Unmasked Estep 
Score: -40111840.000000 Penalty: 6337.983398
	Iteration 48Q: 3 clusters Score -4.011184e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 346076 members 
Entering Unmasked Estep 
Score: -40111732.000000 Penalty: 6337.983398
	Iteration 49Q: 3 clusters Score -4.011173e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 346545 members 
Entering Unmasked Estep 
Score: -40111660.000000 Penalty: 6337.983398
	Iteration 50Q: 3 clusters Score -4.011166e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 347003 members 
Entering Unmasked Estep 
Score: -40111488.000000 Penalty: 6337.983398
	Iteration 51Q: 3 clusters Score -4.011149e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 347433 members 
Entering Unmasked Estep 
Score: -40111464.000000 Penalty: 6337.983398
	Iteration 52Q: 3 clusters Score -4.011146e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 347826 members 
Entering Unmasked Estep 
Score: -40111364.000000 Penalty: 6337.983398
	Iteration 53Q: 3 clusters Score -4.011136e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 348177 members 
Entering Unmasked Estep 
Score: -40111168.000000 Penalty: 6337.983398
	Iteration 54Q: 3 clusters Score -4.011117e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 348491 members 
Entering Unmasked Estep 
Score: -40111028.000000 Penalty: 6337.983398
	Iteration 55Q: 3 clusters Score -4.011103e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 348782 members 
Entering Unmasked Estep 
Score: -40111072.000000 Penalty: 6337.983398
	Iteration 56Q: 3 clusters Score -4.011107e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 349050 members 
Entering Unmasked Estep 
Score: -40110992.000000 Penalty: 6337.983398
	Iteration 57Q: 3 clusters Score -4.011099e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 349298 members 
Entering Unmasked Estep 
Score: -40110988.000000 Penalty: 6337.983398
	Iteration 58Q: 3 clusters Score -4.011099e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 349539 members 
Entering Unmasked Estep 
Score: -40111056.000000 Penalty: 6337.983398
	Iteration 59Q: 3 clusters Score -4.011106e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 349772 members 
Entering Unmasked Estep 
Score: -40110940.000000 Penalty: 6337.983398
	Iteration 60F: 3 clusters Score -4.011094e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 349989 members 
Entering Unmasked Estep 
Score: -40110888.000000 Penalty: 6337.983398
	Iteration 61Q: 3 clusters Score -4.011089e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 350164 members 
Entering Unmasked Estep 
Score: -40110832.000000 Penalty: 6337.983398
	Iteration 62Q: 3 clusters Score -4.011083e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 350308 members 
Entering Unmasked Estep 
Score: -40110780.000000 Penalty: 6337.983398
	Iteration 63Q: 3 clusters Score -4.011078e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 350431 members 
Entering Unmasked Estep 
Score: -40110820.000000 Penalty: 6337.983398
	Iteration 64Q: 3 clusters Score -4.011082e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 350537 members 
Entering Unmasked Estep 
Score: -40110816.000000 Penalty: 6337.983398
	Iteration 65Q: 3 clusters Score -4.011082e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 350641 members 
Entering Unmasked Estep 
Score: -40110832.000000 Penalty: 6337.983398
	Iteration 66Q: 3 clusters Score -4.011083e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 350734 members 
Entering Unmasked Estep 
Score: -40110792.000000 Penalty: 6337.983398
	Iteration 67Q: 3 clusters Score -4.011079e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 350830 members 
Entering Unmasked Estep 
Score: -40110756.000000 Penalty: 6337.983398
	Iteration 68Q: 3 clusters Score -4.011076e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 350934 members 
Entering Unmasked Estep 
Score: -40110772.000000 Penalty: 6337.983398
	Iteration 69Q: 3 clusters Score -4.011077e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 351036 members 
Entering Unmasked Estep 
Score: -40110760.000000 Penalty: 6337.983398
	Iteration 70Q: 3 clusters Score -4.011076e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 351123 members 
Entering Unmasked Estep 
Score: -40110780.000000 Penalty: 6337.983398
	Iteration 71Q: 3 clusters Score -4.011078e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 351188 members 
Entering Unmasked Estep 
Score: -40110748.000000 Penalty: 6337.983398
	Iteration 72Q: 3 clusters Score -4.011075e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 351251 members 
Entering Unmasked Estep 
Score: -40110740.000000 Penalty: 6337.983398
	Iteration 73Q: 3 clusters Score -4.011074e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 351307 members 
Entering Unmasked Estep 
Score: -40110728.000000 Penalty: 6337.983398
	Iteration 74Q: 3 clusters Score -4.011073e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 351371 members 
Entering Unmasked Estep 
Score: -40110692.000000 Penalty: 6337.983398
	Iteration 75Q: 3 clusters Score -4.011069e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 351444 members 
Entering Unmasked Estep 
Score: -40110664.000000 Penalty: 6337.983398
	Iteration 76Q: 3 clusters Score -4.011066e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 351505 members 
Entering Unmasked Estep 
Score: -40110680.000000 Penalty: 6337.983398
	Iteration 77Q: 3 clusters Score -4.011068e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 351569 members 
Entering Unmasked Estep 
Score: -40110656.000000 Penalty: 6337.983398
	Iteration 78Q: 3 clusters Score -4.011066e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 351616 members 
Entering Unmasked Estep 
Score: -40110640.000000 Penalty: 6337.983398
	Iteration 79Q: 3 clusters Score -4.011064e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 351659 members 
Entering Unmasked Estep 
Score: -40110612.000000 Penalty: 6337.983398
	Iteration 80F: 3 clusters Score -4.011061e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 351691 members 
Entering Unmasked Estep 
Score: -40110608.000000 Penalty: 6337.983398
	Iteration 81Q: 3 clusters Score -4.011061e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 351730 members 
Entering Unmasked Estep 
Score: -40110632.000000 Penalty: 6337.983398
	Iteration 82Q: 3 clusters Score -4.011063e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 351762 members 
Entering Unmasked Estep 
Score: -40110584.000000 Penalty: 6337.983398
	Iteration 83Q: 3 clusters Score -4.011058e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 351788 members 
Entering Unmasked Estep 
Score: -40110584.000000 Penalty: 6337.983398
	Iteration 84Q: 3 clusters Score -4.011058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 351817 members 
Entering Unmasked Estep 
Score: -40110592.000000 Penalty: 6337.983398
	Iteration 85Q: 3 clusters Score -4.011059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 351842 members 
Entering Unmasked Estep 
Score: -40110572.000000 Penalty: 6337.983398
	Iteration 86Q: 3 clusters Score -4.011057e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 351874 members 
Entering Unmasked Estep 
Score: -40110544.000000 Penalty: 6337.983398
	Iteration 87Q: 3 clusters Score -4.011054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 351894 members 
Entering Unmasked Estep 
Score: -40110540.000000 Penalty: 6337.983398
	Iteration 88Q: 3 clusters Score -4.011054e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 351910 members 
Entering Unmasked Estep 
Score: -40110560.000000 Penalty: 6337.983398
	Iteration 89Q: 3 clusters Score -4.011056e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 351922 members 
Entering Unmasked Estep 
Score: -40110540.000000 Penalty: 6337.983398
	Iteration 90Q: 3 clusters Score -4.011054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 351926 members 
Entering Unmasked Estep 
Score: -40110564.000000 Penalty: 6337.983398
	Iteration 91Q: 3 clusters Score -4.011056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 351934 members 
Entering Unmasked Estep 
Score: -40110572.000000 Penalty: 6337.983398
	Iteration 92Q: 3 clusters Score -4.011057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 351943 members 
Entering Unmasked Estep 
Score: -40110568.000000 Penalty: 6337.983398
	Iteration 93Q: 3 clusters Score -4.011057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 351949 members 
Entering Unmasked Estep 
Score: -40110568.000000 Penalty: 6337.983398
	Iteration 94Q: 3 clusters Score -4.011057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 351956 members 
Entering Unmasked Estep 
Score: -40110568.000000 Penalty: 6337.983398
	Iteration 95Q: 3 clusters Score -4.011057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 351965 members 
Entering Unmasked Estep 
Score: -40110552.000000 Penalty: 6337.983398
	Iteration 96Q: 3 clusters Score -4.011055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 351971 members 
Entering Unmasked Estep 
Score: -40110560.000000 Penalty: 6337.983398
	Iteration 97Q: 3 clusters Score -4.011056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 351975 members 
Entering Unmasked Estep 
Score: -40110560.000000 Penalty: 6337.983398
	Iteration 98Q: 3 clusters Score -4.011056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 351979 members 
Entering Unmasked Estep 
Score: -40110544.000000 Penalty: 6337.983398
	Iteration 99Q: 3 clusters Score -4.011054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 351981 members 
Entering Unmasked Estep 
Score: -40110540.000000 Penalty: 6337.983398
	Iteration 100F: 3 clusters Score -4.011054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 351980 members 
Entering Unmasked Estep 
Score: -40110544.000000 Penalty: 6337.983398
	Iteration 101Q: 3 clusters Score -4.011054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 351981 members 
Entering Unmasked Estep 
Score: -40110540.000000 Penalty: 6337.983398
	Iteration 102Q: 3 clusters Score -4.011054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 351981 members 
Entering Unmasked Estep 
Score: -40110540.000000 Penalty: 6337.983398
	Iteration 103F: 3 clusters Score -4.011054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Entering Unmasked Estep 
Score: -1580646.625000 Penalty: 2362.255371
	Iteration 0F: 2 clusters Score -1580647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1570639.125000 Penalty: 4724.510742
	Iteration 0F: 3 clusters Score -1570639 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1573970.500000 Penalty: 4724.510742
	Iteration 1F: 3 clusters Score -1573970 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1574812.250000 Penalty: 4724.510742
	Iteration 2F: 3 clusters Score -1574812 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1576290.750000 Penalty: 4724.510742
	Iteration 3F: 3 clusters Score -1576291 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1578034.375000 Penalty: 4724.510742
	Iteration 4F: 3 clusters Score -1578034 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1579297.125000 Penalty: 4724.510742
	Iteration 5F: 3 clusters Score -1579297 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1580063.250000 Penalty: 4724.510742
	Iteration 6F: 3 clusters Score -1580063 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1580480.875000 Penalty: 4724.510742
	Iteration 7Q: 3 clusters Score -1580481 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1580704.250000 Penalty: 4724.510742
	Iteration 8Q: 3 clusters Score -1580704 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1580818.500000 Penalty: 4724.510742
	Iteration 9Q: 3 clusters Score -1580818 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1580882.750000 Penalty: 4724.510742
	Iteration 10Q: 3 clusters Score -1580883 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1580911.750000 Penalty: 4724.510742
	Iteration 11Q: 3 clusters Score -1580912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1580946.875000 Penalty: 4724.510742
	Iteration 12Q: 3 clusters Score -1580947 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1580961.750000 Penalty: 4724.510742
	Iteration 13Q: 3 clusters Score -1580962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1580980.375000 Penalty: 4724.510742
	Iteration 14Q: 3 clusters Score -1580980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1580994.125000 Penalty: 4724.510742
	Iteration 15Q: 3 clusters Score -1580994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1580997.625000 Penalty: 4724.510742
	Iteration 16Q: 3 clusters Score -1580998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1581005.625000 Penalty: 4724.510742
	Iteration 17Q: 3 clusters Score -1581006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1581007.625000 Penalty: 4724.510742
	Iteration 18Q: 3 clusters Score -1581008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1581011.625000 Penalty: 4724.510742
	Iteration 19Q: 3 clusters Score -1581012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1581016.000000 Penalty: 4724.510742
	Iteration 20F: 3 clusters Score -1581016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1581022.500000 Penalty: 4724.510742
	Iteration 21Q: 3 clusters Score -1581022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1581021.750000 Penalty: 4724.510742
	Iteration 22Q: 3 clusters Score -1581022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1581029.125000 Penalty: 4724.510742
	Iteration 23Q: 3 clusters Score -1581029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1581029.500000 Penalty: 4724.510742
	Iteration 24Q: 3 clusters Score -1581030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1581031.750000 Penalty: 4724.510742
	Iteration 25Q: 3 clusters Score -1581032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1581031.750000 Penalty: 4724.510742
	Iteration 26Q: 3 clusters Score -1581032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1581032.500000 Penalty: 4724.510742
	Iteration 27Q: 3 clusters Score -1581032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1581034.875000 Penalty: 4724.510742
	Iteration 28Q: 3 clusters Score -1581035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1581037.875000 Penalty: 4724.510742
	Iteration 29Q: 3 clusters Score -1581038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1581038.250000 Penalty: 4724.510742
	Iteration 30Q: 3 clusters Score -1581038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1581037.875000 Penalty: 4724.510742
	Iteration 31Q: 3 clusters Score -1581038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1581037.500000 Penalty: 4724.510742
	Iteration 32Q: 3 clusters Score -1581038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1581040.875000 Penalty: 4724.510742
	Iteration 33Q: 3 clusters Score -1581041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1581040.500000 Penalty: 4724.510742
	Iteration 34Q: 3 clusters Score -1581040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1581040.500000 Penalty: 4724.510742
	Iteration 35F: 3 clusters Score -1581040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 50968 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 6320 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 1257 members 
Mstep: Class 7 contains 12598 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 9 contains 4715 members 
Mstep: Class 11 contains 18511 members 
Mstep: Class 12 contains 1189 members 
Mstep: Class 13 contains 354404 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 155980 members 
Entering Unmasked Estep 
Score: -70729336.000000 Penalty: 46378.492188
Splitting cluster 14 changes total score from -70718448.000000 to -70729336.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 15 (155980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155980 members 
Entering Unmasked Estep 
Score: -17644490.000000 Penalty: 2965.455811
	Iteration 0F: 2 clusters Score -1.764449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 77981 members 
Entering Unmasked Estep 
Score: -17542956.000000 Penalty: 5930.911621
	Iteration 0F: 3 clusters Score -1.754296e+07 nChanged 74475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -17586700.000000 Penalty: 5930.911621
	Iteration 1F: 3 clusters Score -1.75867e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76868 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -17588280.000000 Penalty: 5930.911621
	Iteration 2Q: 3 clusters Score -1.758828e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -17590394.000000 Penalty: 5930.911621
	Iteration 3Q: 3 clusters Score -1.759039e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -17593400.000000 Penalty: 5930.911621
	Iteration 4Q: 3 clusters Score -1.75934e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -17597518.000000 Penalty: 5930.911621
	Iteration 5F: 3 clusters Score -1.759752e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -17602788.000000 Penalty: 5930.911621
	Iteration 6F: 3 clusters Score -1.760279e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 95763 members 
Entering Unmasked Estep 
Score: -17608204.000000 Penalty: 5930.911621
	Iteration 7F: 3 clusters Score -1.76082e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 102160 members 
Entering Unmasked Estep 
Score: -17613084.000000 Penalty: 5930.911621
	Iteration 8F: 3 clusters Score -1.761308e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 108794 members 
Entering Unmasked Estep 
Score: -17617390.000000 Penalty: 5930.911621
	Iteration 9F: 3 clusters Score -1.761739e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 115283 members 
Entering Unmasked Estep 
Score: -17621460.000000 Penalty: 5930.911621
	Iteration 10Q: 3 clusters Score -1.762146e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 121540 members 
Entering Unmasked Estep 
Score: -17625142.000000 Penalty: 5930.911621
	Iteration 11Q: 3 clusters Score -1.762514e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 127375 members 
Entering Unmasked Estep 
Score: -17628754.000000 Penalty: 5930.911621
	Iteration 12Q: 3 clusters Score -1.762875e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 132400 members 
Entering Unmasked Estep 
Score: -17632228.000000 Penalty: 5930.911621
	Iteration 13Q: 3 clusters Score -1.763223e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 136478 members 
Entering Unmasked Estep 
Score: -17635006.000000 Penalty: 5930.911621
	Iteration 14Q: 3 clusters Score -1.763501e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 139702 members 
Entering Unmasked Estep 
Score: -17637180.000000 Penalty: 5930.911621
	Iteration 15Q: 3 clusters Score -1.763718e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 142178 members 
Entering Unmasked Estep 
Score: -17638508.000000 Penalty: 5930.911621
	Iteration 16Q: 3 clusters Score -1.763851e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 144203 members 
Entering Unmasked Estep 
Score: -17639638.000000 Penalty: 5930.911621
	Iteration 17Q: 3 clusters Score -1.763964e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 145820 members 
Entering Unmasked Estep 
Score: -17640410.000000 Penalty: 5930.911621
	Iteration 18Q: 3 clusters Score -1.764041e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 147108 members 
Entering Unmasked Estep 
Score: -17640918.000000 Penalty: 5930.911621
	Iteration 19Q: 3 clusters Score -1.764092e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 148136 members 
Entering Unmasked Estep 
Score: -17641404.000000 Penalty: 5930.911621
	Iteration 20F: 3 clusters Score -1.76414e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 149000 members 
Entering Unmasked Estep 
Score: -17641812.000000 Penalty: 5930.911621
	Iteration 21Q: 3 clusters Score -1.764181e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 149719 members 
Entering Unmasked Estep 
Score: -17642124.000000 Penalty: 5930.911621
	Iteration 22Q: 3 clusters Score -1.764212e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 150376 members 
Entering Unmasked Estep 
Score: -17642330.000000 Penalty: 5930.911621
	Iteration 23Q: 3 clusters Score -1.764233e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 150905 members 
Entering Unmasked Estep 
Score: -17642616.000000 Penalty: 5930.911621
	Iteration 24Q: 3 clusters Score -1.764262e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 151338 members 
Entering Unmasked Estep 
Score: -17642786.000000 Penalty: 5930.911621
	Iteration 25Q: 3 clusters Score -1.764279e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 151675 members 
Entering Unmasked Estep 
Score: -17642846.000000 Penalty: 5930.911621
	Iteration 26Q: 3 clusters Score -1.764285e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 151994 members 
Entering Unmasked Estep 
Score: -17642958.000000 Penalty: 5930.911621
	Iteration 27Q: 3 clusters Score -1.764296e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 152270 members 
Entering Unmasked Estep 
Score: -17643042.000000 Penalty: 5930.911621
	Iteration 28Q: 3 clusters Score -1.764304e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 152492 members 
Entering Unmasked Estep 
Score: -17643094.000000 Penalty: 5930.911621
	Iteration 29Q: 3 clusters Score -1.764309e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 152657 members 
Entering Unmasked Estep 
Score: -17643106.000000 Penalty: 5930.911621
	Iteration 30Q: 3 clusters Score -1.764311e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 152798 members 
Entering Unmasked Estep 
Score: -17643130.000000 Penalty: 5930.911621
	Iteration 31Q: 3 clusters Score -1.764313e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 152919 members 
Entering Unmasked Estep 
Score: -17643188.000000 Penalty: 5930.911621
	Iteration 32Q: 3 clusters Score -1.764319e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 152995 members 
Entering Unmasked Estep 
Score: -17643242.000000 Penalty: 5930.911621
	Iteration 33Q: 3 clusters Score -1.764324e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 153061 members 
Entering Unmasked Estep 
Score: -17643272.000000 Penalty: 5930.911621
	Iteration 34Q: 3 clusters Score -1.764327e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 153122 members 
Entering Unmasked Estep 
Score: -17643306.000000 Penalty: 5930.911621
	Iteration 35Q: 3 clusters Score -1.764331e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 153177 members 
Entering Unmasked Estep 
Score: -17643296.000000 Penalty: 5930.911621
	Iteration 36Q: 3 clusters Score -1.76433e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 153220 members 
Entering Unmasked Estep 
Score: -17643304.000000 Penalty: 5930.911621
	Iteration 37Q: 3 clusters Score -1.76433e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 153254 members 
Entering Unmasked Estep 
Score: -17643300.000000 Penalty: 5930.911621
	Iteration 38Q: 3 clusters Score -1.76433e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 153278 members 
Entering Unmasked Estep 
Score: -17643294.000000 Penalty: 5930.911621
	Iteration 39Q: 3 clusters Score -1.764329e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 153304 members 
Entering Unmasked Estep 
Score: -17643314.000000 Penalty: 5930.911621
	Iteration 40F: 3 clusters Score -1.764331e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 153321 members 
Entering Unmasked Estep 
Score: -17643312.000000 Penalty: 5930.911621
	Iteration 41Q: 3 clusters Score -1.764331e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 153342 members 
Entering Unmasked Estep 
Score: -17643310.000000 Penalty: 5930.911621
	Iteration 42Q: 3 clusters Score -1.764331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 153357 members 
Entering Unmasked Estep 
Score: -17643324.000000 Penalty: 5930.911621
	Iteration 43Q: 3 clusters Score -1.764332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 153373 members 
Entering Unmasked Estep 
Score: -17643330.000000 Penalty: 5930.911621
	Iteration 44Q: 3 clusters Score -1.764333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 153386 members 
Entering Unmasked Estep 
Score: -17643342.000000 Penalty: 5930.911621
	Iteration 45Q: 3 clusters Score -1.764334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 153396 members 
Entering Unmasked Estep 
Score: -17643342.000000 Penalty: 5930.911621
	Iteration 46Q: 3 clusters Score -1.764334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 153403 members 
Entering Unmasked Estep 
Score: -17643352.000000 Penalty: 5930.911621
	Iteration 47Q: 3 clusters Score -1.764335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 153406 members 
Entering Unmasked Estep 
Score: -17643342.000000 Penalty: 5930.911621
	Iteration 48Q: 3 clusters Score -1.764334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 153409 members 
Entering Unmasked Estep 
Score: -17643332.000000 Penalty: 5930.911621
	Iteration 49Q: 3 clusters Score -1.764333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -17643322.000000 Penalty: 5930.911621
	Iteration 50Q: 3 clusters Score -1.764332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 153413 members 
Entering Unmasked Estep 
Score: -17643326.000000 Penalty: 5930.911621
	Iteration 51Q: 3 clusters Score -1.764333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 153414 members 
Entering Unmasked Estep 
Score: -17643326.000000 Penalty: 5930.911621
	Iteration 52Q: 3 clusters Score -1.764333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 153415 members 
Entering Unmasked Estep 
Score: -17643328.000000 Penalty: 5930.911621
	Iteration 53Q: 3 clusters Score -1.764333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 153415 members 
Entering Unmasked Estep 
Score: -17643328.000000 Penalty: 5930.911621
	Iteration 54F: 3 clusters Score -1.764333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 50968 members 
Mstep: Class 4 contains 6320 members 
Mstep: Class 6 contains 1257 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 9 contains 4715 members 
Mstep: Class 11 contains 18511 members 
Mstep: Class 12 contains 1189 members 
Mstep: Class 13 contains 354404 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 155980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70729800.000000 Penalty: 46378.492188
Iteration 39Q: 15 clusters Score -7.07298e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 50641 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 6180 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1257 members 
Mstep: Class 7 contains 12308 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 4757 members 
Mstep: Class 11 contains 18615 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 354135 members 
Mstep: Class 14 contains 1096 members 
Mstep: Class 15 contains 156744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70730528.000000 Penalty: 46378.492188
Iteration 40F: 15 clusters Score -7.073053e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 50395 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 12910 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 11 contains 18723 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 353133 members 
Mstep: Class 14 contains 1105 members 
Mstep: Class 15 contains 157294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70731512.000000 Penalty: 46378.492188
Iteration 41Q: 15 clusters Score -7.073151e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 50106 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 5923 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 13354 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 4841 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 352354 members 
Mstep: Class 14 contains 1116 members 
Mstep: Class 15 contains 157777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70732232.000000 Penalty: 46378.492188
Iteration 42Q: 15 clusters Score -7.073223e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 49832 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 5819 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 13727 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 4865 members 
Mstep: Class 11 contains 18917 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 351724 members 
Mstep: Class 14 contains 1124 members 
Mstep: Class 15 contains 158199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70732640.000000 Penalty: 46378.492188
Iteration 43Q: 15 clusters Score -7.073264e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 49554 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 14031 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 4884 members 
Mstep: Class 11 contains 19007 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 351237 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 158550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70732952.000000 Penalty: 46378.492188
Iteration 44Q: 15 clusters Score -7.073295e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 49320 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1241 members 
Mstep: Class 7 contains 14289 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 4914 members 
Mstep: Class 11 contains 19089 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 350790 members 
Mstep: Class 14 contains 1149 members 
Mstep: Class 15 contains 158871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70733264.000000 Penalty: 46378.492188
Iteration 45Q: 15 clusters Score -7.073326e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 49150 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 5500 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 14527 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 4939 members 
Mstep: Class 11 contains 19165 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 350329 members 
Mstep: Class 14 contains 1157 members 
Mstep: Class 15 contains 159191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70733536.000000 Penalty: 46378.492188
Iteration 46Q: 15 clusters Score -7.073354e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 48987 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 14752 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 11 contains 19225 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 349920 members 
Mstep: Class 14 contains 1160 members 
Mstep: Class 15 contains 159499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70733992.000000 Penalty: 46378.492188
Iteration 47Q: 15 clusters Score -7.073399e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 48829 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 5296 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 14931 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 4973 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 349573 members 
Mstep: Class 14 contains 1164 members 
Mstep: Class 15 contains 159773 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 15 clusters Score -7.073429e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 48671 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 5227 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 15085 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 4987 members 
Mstep: Class 11 contains 19350 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 349245 members 
Mstep: Class 14 contains 1170 members 
Mstep: Class 15 contains 160037 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 15 clusters Score -7.073464e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 48507 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 5169 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 15216 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5003 members 
Mstep: Class 11 contains 19408 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 348982 members 
Mstep: Class 14 contains 1183 members 
Mstep: Class 15 contains 160268 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 15 clusters Score -7.073494e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 48383 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 5110 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 15326 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 11 contains 19451 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 348735 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 160467 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 15 clusters Score -7.07351e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 48254 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 5065 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 15447 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5037 members 
Mstep: Class 11 contains 19491 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 348488 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 160630 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 15 clusters Score -7.073534e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 48140 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 15566 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5044 members 
Mstep: Class 11 contains 19525 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 348247 members 
Mstep: Class 14 contains 1216 members 
Mstep: Class 15 contains 160789 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 15 clusters Score -7.073548e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 48014 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 15657 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5049 members 
Mstep: Class 11 contains 19562 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 348072 members 
Mstep: Class 14 contains 1224 members 
Mstep: Class 15 contains 160927 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 15 clusters Score -7.073567e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 47885 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 15742 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5055 members 
Mstep: Class 11 contains 19600 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 347920 members 
Mstep: Class 14 contains 1227 members 
Mstep: Class 15 contains 161055 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 15 clusters Score -7.073577e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 47798 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 15824 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5068 members 
Mstep: Class 11 contains 19632 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 347732 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 161197 members 
Entering Unmasked Estep 
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Iteration 56Q: 15 clusters Score -7.073588e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 47729 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 15893 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5084 members 
Mstep: Class 11 contains 19666 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 347548 members 
Mstep: Class 14 contains 1232 members 
Mstep: Class 15 contains 161328 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 15 clusters Score -7.073591e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 47651 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1249 members 
Mstep: Class 7 contains 15934 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5094 members 
Mstep: Class 11 contains 19699 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 347427 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 161438 members 
Entering Unmasked Estep 
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Iteration 58Q: 15 clusters Score -7.073598e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 47572 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 15969 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5109 members 
Mstep: Class 11 contains 19723 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 347303 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 161569 members 
Entering Unmasked Estep 
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Iteration 59Q: 15 clusters Score -7.073624e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 47494 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 16012 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5125 members 
Mstep: Class 11 contains 19741 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 347186 members 
Mstep: Class 14 contains 1235 members 
Mstep: Class 15 contains 161689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70736296.000000 Penalty: 46378.492188
Iteration 60F: 15 clusters Score -7.07363e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 47421 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 11 contains 19764 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 347065 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 161776 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 15 clusters Score -7.073653e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 47358 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 16112 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5170 members 
Mstep: Class 11 contains 19792 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 346918 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 161866 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 15 clusters Score -7.073675e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 47307 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4855 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 16162 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5194 members 
Mstep: Class 11 contains 19808 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 346792 members 
Mstep: Class 14 contains 1238 members 
Mstep: Class 15 contains 161945 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 15 clusters Score -7.073678e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 47253 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 16206 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 11 contains 19823 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 346681 members 
Mstep: Class 14 contains 1238 members 
Mstep: Class 15 contains 162010 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 15 clusters Score -7.07368e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 47210 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4841 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 16246 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5246 members 
Mstep: Class 11 contains 19852 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 346550 members 
Mstep: Class 14 contains 1239 members 
Mstep: Class 15 contains 162076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70736816.000000 Penalty: 46378.492188
Iteration 65Q: 15 clusters Score -7.073682e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 47186 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4832 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5281 members 
Mstep: Class 11 contains 19886 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 346389 members 
Mstep: Class 14 contains 1238 members 
Mstep: Class 15 contains 162149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70736880.000000 Penalty: 46378.492188
Iteration 66Q: 15 clusters Score -7.073688e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 47168 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 16303 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5302 members 
Mstep: Class 11 contains 19904 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 346268 members 
Mstep: Class 14 contains 1238 members 
Mstep: Class 15 contains 162228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70736976.000000 Penalty: 46378.492188
Iteration 67Q: 15 clusters Score -7.073698e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 47151 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 16330 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 11 contains 19920 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 346149 members 
Mstep: Class 14 contains 1238 members 
Mstep: Class 15 contains 162294 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 15 clusters Score -7.073706e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 47131 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 16358 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 11 contains 19943 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 346022 members 
Mstep: Class 14 contains 1238 members 
Mstep: Class 15 contains 162351 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 15 clusters Score -7.073718e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 47105 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4781 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5388 members 
Mstep: Class 11 contains 19961 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 345933 members 
Mstep: Class 14 contains 1239 members 
Mstep: Class 15 contains 162391 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 15 clusters Score -7.073729e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 47088 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4769 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 16409 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 11 contains 19974 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 345855 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 162446 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 15 clusters Score -7.073743e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 47077 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4754 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 16428 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 11 contains 19985 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 345773 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 162498 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 15 clusters Score -7.073738e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 47059 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4745 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 16446 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 11 contains 19997 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 345708 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 162536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 15 clusters Score -7.073745e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 47038 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4729 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 16455 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 11 contains 20010 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 345645 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 162577 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 15 clusters Score -7.073754e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 47009 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4716 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 16468 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5468 members 
Mstep: Class 11 contains 20018 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 345582 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 162629 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 15 clusters Score -7.073758e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 46983 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4702 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 16476 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5474 members 
Mstep: Class 11 contains 20026 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 345541 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 162674 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 76Q: 15 clusters Score -7.073762e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 46961 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4686 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 16476 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 11 contains 20035 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 345488 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 162719 members 
Entering Unmasked Estep 
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Iteration 77Q: 15 clusters Score -7.073771e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 46939 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4667 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 16484 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 11 contains 20041 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 345445 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 162765 members 
Entering Unmasked Estep 
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Iteration 78Q: 15 clusters Score -7.073776e+07 nChanged 188
Entering ConstructFrom: 
Score: -70737760.000000 Penalty: 46378.492188
Entering ConstructFrom: 
Trying to split cluster 1 (24069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Entering Unmasked Estep 
Score: -2768319.500000 Penalty: 2501.992676
	Iteration 0F: 2 clusters Score -2768320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2751511.750000 Penalty: 5003.985352
	Iteration 0F: 3 clusters Score -2751512 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2757218.500000 Penalty: 5003.985352
	Iteration 1F: 3 clusters Score -2757218 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2757726.500000 Penalty: 5003.985352
	Iteration 2F: 3 clusters Score -2757726 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2758144.250000 Penalty: 5003.985352
	Iteration 3Q: 3 clusters Score -2758144 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2758516.000000 Penalty: 5003.985352
	Iteration 4Q: 3 clusters Score -2758516 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2758887.000000 Penalty: 5003.985352
	Iteration 5Q: 3 clusters Score -2758887 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2759296.750000 Penalty: 5003.985352
	Iteration 6Q: 3 clusters Score -2759297 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2759832.750000 Penalty: 5003.985352
	Iteration 7Q: 3 clusters Score -2759833 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2760568.750000 Penalty: 5003.985352
	Iteration 8F: 3 clusters Score -2760569 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2761568.000000 Penalty: 5003.985352
	Iteration 9F: 3 clusters Score -2761568 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2762720.000000 Penalty: 5003.985352
	Iteration 10F: 3 clusters Score -2762720 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2763742.000000 Penalty: 5003.985352
	Iteration 11F: 3 clusters Score -2763742 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2764478.250000 Penalty: 5003.985352
	Iteration 12Q: 3 clusters Score -2764478 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2764995.250000 Penalty: 5003.985352
	Iteration 13Q: 3 clusters Score -2764995 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2765355.000000 Penalty: 5003.985352
	Iteration 14Q: 3 clusters Score -2765355 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2765633.000000 Penalty: 5003.985352
	Iteration 15Q: 3 clusters Score -2765633 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2765802.000000 Penalty: 5003.985352
	Iteration 16Q: 3 clusters Score -2765802 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2765935.750000 Penalty: 5003.985352
	Iteration 17Q: 3 clusters Score -2765936 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2766052.250000 Penalty: 5003.985352
	Iteration 18Q: 3 clusters Score -2766052 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2766153.750000 Penalty: 5003.985352
	Iteration 19Q: 3 clusters Score -2766154 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2766305.250000 Penalty: 5003.985352
	Iteration 20F: 3 clusters Score -2766305 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2766426.500000 Penalty: 5003.985352
	Iteration 21Q: 3 clusters Score -2766426 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2766522.250000 Penalty: 5003.985352
	Iteration 22Q: 3 clusters Score -2766522 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2766640.000000 Penalty: 5003.985352
	Iteration 23Q: 3 clusters Score -2766640 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2766719.750000 Penalty: 5003.985352
	Iteration 24Q: 3 clusters Score -2766720 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2766794.750000 Penalty: 5003.985352
	Iteration 25Q: 3 clusters Score -2766795 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2766832.250000 Penalty: 5003.985352
	Iteration 26Q: 3 clusters Score -2766832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2766856.500000 Penalty: 5003.985352
	Iteration 27Q: 3 clusters Score -2766856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2766874.500000 Penalty: 5003.985352
	Iteration 28Q: 3 clusters Score -2766874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2766875.750000 Penalty: 5003.985352
	Iteration 29Q: 3 clusters Score -2766876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2766890.500000 Penalty: 5003.985352
	Iteration 30Q: 3 clusters Score -2766890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2766900.750000 Penalty: 5003.985352
	Iteration 31Q: 3 clusters Score -2766901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2766901.500000 Penalty: 5003.985352
	Iteration 32Q: 3 clusters Score -2766902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2766907.000000 Penalty: 5003.985352
	Iteration 33Q: 3 clusters Score -2766907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2766912.750000 Penalty: 5003.985352
	Iteration 34Q: 3 clusters Score -2766913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2766913.500000 Penalty: 5003.985352
	Iteration 35Q: 3 clusters Score -2766914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2766919.000000 Penalty: 5003.985352
	Iteration 36Q: 3 clusters Score -2766919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2766924.500000 Penalty: 5003.985352
	Iteration 37Q: 3 clusters Score -2766924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2766933.750000 Penalty: 5003.985352
	Iteration 38Q: 3 clusters Score -2766934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2766940.500000 Penalty: 5003.985352
	Iteration 39Q: 3 clusters Score -2766940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2766963.250000 Penalty: 5003.985352
	Iteration 40F: 3 clusters Score -2766963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2766995.250000 Penalty: 5003.985352
	Iteration 41Q: 3 clusters Score -2766995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2767014.000000 Penalty: 5003.985352
	Iteration 42Q: 3 clusters Score -2767014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2767029.750000 Penalty: 5003.985352
	Iteration 43Q: 3 clusters Score -2767030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2767032.500000 Penalty: 5003.985352
	Iteration 44Q: 3 clusters Score -2767032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2767041.750000 Penalty: 5003.985352
	Iteration 45Q: 3 clusters Score -2767042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2767055.500000 Penalty: 5003.985352
	Iteration 46Q: 3 clusters Score -2767056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2767055.750000 Penalty: 5003.985352
	Iteration 47Q: 3 clusters Score -2767056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2767068.000000 Penalty: 5003.985352
	Iteration 48Q: 3 clusters Score -2767068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2767076.500000 Penalty: 5003.985352
	Iteration 49Q: 3 clusters Score -2767076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2767085.250000 Penalty: 5003.985352
	Iteration 50Q: 3 clusters Score -2767085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2767091.250000 Penalty: 5003.985352
	Iteration 51Q: 3 clusters Score -2767091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2767098.500000 Penalty: 5003.985352
	Iteration 52Q: 3 clusters Score -2767098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2767100.750000 Penalty: 5003.985352
	Iteration 53Q: 3 clusters Score -2767101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2767102.000000 Penalty: 5003.985352
	Iteration 54Q: 3 clusters Score -2767102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2767103.250000 Penalty: 5003.985352
	Iteration 55Q: 3 clusters Score -2767103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2767103.250000 Penalty: 5003.985352
	Iteration 56F: 3 clusters Score -2767103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Entering Unmasked Estep 
Score: -5244270.000000 Penalty: 2667.516357
	Iteration 0F: 2 clusters Score -5244270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -5212557.500000 Penalty: 5335.032715
	Iteration 0F: 3 clusters Score -5212558 nChanged 21604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -5224658.000000 Penalty: 5335.032715
	Iteration 1F: 3 clusters Score -5224658 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -5225124.000000 Penalty: 5335.032715
	Iteration 2Q: 3 clusters Score -5225124 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -5225637.000000 Penalty: 5335.032715
	Iteration 3Q: 3 clusters Score -5225637 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -5226159.000000 Penalty: 5335.032715
	Iteration 4Q: 3 clusters Score -5226159 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -5226753.500000 Penalty: 5335.032715
	Iteration 5Q: 3 clusters Score -5226754 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -5227620.500000 Penalty: 5335.032715
	Iteration 6Q: 3 clusters Score -5227620 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -5229016.000000 Penalty: 5335.032715
	Iteration 7F: 3 clusters Score -5229016 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -5231323.000000 Penalty: 5335.032715
	Iteration 8F: 3 clusters Score -5231323 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -5234598.500000 Penalty: 5335.032715
	Iteration 9F: 3 clusters Score -5234598 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -5237998.000000 Penalty: 5335.032715
	Iteration 10F: 3 clusters Score -5237998 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5240219.000000 Penalty: 5335.032715
	Iteration 11Q: 3 clusters Score -5240219 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5241220.000000 Penalty: 5335.032715
	Iteration 12Q: 3 clusters Score -5241220 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5241563.500000 Penalty: 5335.032715
	Iteration 13Q: 3 clusters Score -5241564 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5241733.500000 Penalty: 5335.032715
	Iteration 14Q: 3 clusters Score -5241734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5241803.000000 Penalty: 5335.032715
	Iteration 15Q: 3 clusters Score -5241803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5241863.000000 Penalty: 5335.032715
	Iteration 16Q: 3 clusters Score -5241863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5241884.500000 Penalty: 5335.032715
	Iteration 17Q: 3 clusters Score -5241884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5241906.500000 Penalty: 5335.032715
	Iteration 18Q: 3 clusters Score -5241906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5241920.000000 Penalty: 5335.032715
	Iteration 19Q: 3 clusters Score -5241920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5241940.500000 Penalty: 5335.032715
	Iteration 20F: 3 clusters Score -5241940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5241947.000000 Penalty: 5335.032715
	Iteration 21Q: 3 clusters Score -5241947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5241957.000000 Penalty: 5335.032715
	Iteration 22Q: 3 clusters Score -5241957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5241956.500000 Penalty: 5335.032715
	Iteration 23Q: 3 clusters Score -5241956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5241958.000000 Penalty: 5335.032715
	Iteration 24Q: 3 clusters Score -5241958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5241961.000000 Penalty: 5335.032715
	Iteration 25Q: 3 clusters Score -5241961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5241961.500000 Penalty: 5335.032715
	Iteration 26Q: 3 clusters Score -5241962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5241964.500000 Penalty: 5335.032715
	Iteration 27Q: 3 clusters Score -5241964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5241964.500000 Penalty: 5335.032715
	Iteration 28F: 3 clusters Score -5241964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -112643.117188 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -112643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110711.742188 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -110711.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111009.054688 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -111009.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111126.898438 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -111126.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111201.890625 Penalty: 3438.010010
	Iteration 3F: 3 clusters Score -111201.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -111256.679688 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -111256.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -111319.726562 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -111319.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -111361.632812 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -111361.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -111418.234375 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -111418.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -111501.273438 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -111501.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -111684.679688 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -111684.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -111857.515625 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -111857.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -112092.578125 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -112092.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -112741.187500 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -112741.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -112817.945312 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -112817.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -112851.351562 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -112851.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -112869.109375 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -112869.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -112874.203125 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -112874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -112877.632812 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -112877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -112880.007812 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -112880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -112880.007812 Penalty: 3438.010010
	Iteration 19F: 3 clusters Score -112880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 46916 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 4654 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 16491 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 255 members 
Mstep: Class 11 contains 20046 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 345410 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 162807 members 
Entering Unmasked Estep 
Score: -70736352.000000 Penalty: 49691.242188
Splitting cluster 3 changes total score from -70737760.000000 to -70736352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Entering Unmasked Estep 
Score: -503655.812500 Penalty: 2094.479492
	Iteration 0F: 2 clusters Score -503655.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -499432.937500 Penalty: 4188.958984
	Iteration 0F: 3 clusters Score -499432.9 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -501110.593750 Penalty: 4188.958984
	Iteration 1F: 3 clusters Score -501110.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -502095.968750 Penalty: 4188.958984
	Iteration 2F: 3 clusters Score -502096 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -502644.562500 Penalty: 4188.958984
	Iteration 3F: 3 clusters Score -502644.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -502946.812500 Penalty: 4188.958984
	Iteration 4F: 3 clusters Score -502946.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -503136.281250 Penalty: 4188.958984
	Iteration 5Q: 3 clusters Score -503136.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -503236.187500 Penalty: 4188.958984
	Iteration 6Q: 3 clusters Score -503236.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -503295.437500 Penalty: 4188.958984
	Iteration 7Q: 3 clusters Score -503295.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -503344.031250 Penalty: 4188.958984
	Iteration 8Q: 3 clusters Score -503344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -503370.375000 Penalty: 4188.958984
	Iteration 9Q: 3 clusters Score -503370.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -503380.687500 Penalty: 4188.958984
	Iteration 10Q: 3 clusters Score -503380.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -503394.718750 Penalty: 4188.958984
	Iteration 11Q: 3 clusters Score -503394.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -503403.562500 Penalty: 4188.958984
	Iteration 12Q: 3 clusters Score -503403.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -503406.687500 Penalty: 4188.958984
	Iteration 13Q: 3 clusters Score -503406.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -503408.812500 Penalty: 4188.958984
	Iteration 14Q: 3 clusters Score -503408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -503410.218750 Penalty: 4188.958984
	Iteration 15Q: 3 clusters Score -503410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -503410.750000 Penalty: 4188.958984
	Iteration 16Q: 3 clusters Score -503410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -503412.875000 Penalty: 4188.958984
	Iteration 17Q: 3 clusters Score -503412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -503413.312500 Penalty: 4188.958984
	Iteration 18Q: 3 clusters Score -503413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -503415.000000 Penalty: 4188.958984
	Iteration 19Q: 3 clusters Score -503415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -503416.093750 Penalty: 4188.958984
	Iteration 20F: 3 clusters Score -503416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -503418.812500 Penalty: 4188.958984
	Iteration 21Q: 3 clusters Score -503418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -503418.875000 Penalty: 4188.958984
	Iteration 22Q: 3 clusters Score -503418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -503420.250000 Penalty: 4188.958984
	Iteration 23Q: 3 clusters Score -503420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -503420.187500 Penalty: 4188.958984
	Iteration 24Q: 3 clusters Score -503420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -503424.781250 Penalty: 4188.958984
	Iteration 25Q: 3 clusters Score -503424.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -503427.312500 Penalty: 4188.958984
	Iteration 26Q: 3 clusters Score -503427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -503428.093750 Penalty: 4188.958984
	Iteration 27Q: 3 clusters Score -503428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -503428.968750 Penalty: 4188.958984
	Iteration 28Q: 3 clusters Score -503429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -503432.125000 Penalty: 4188.958984
	Iteration 29Q: 3 clusters Score -503432.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -503431.718750 Penalty: 4188.958984
	Iteration 30Q: 3 clusters Score -503431.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -503431.718750 Penalty: 4188.958984
	Iteration 31F: 3 clusters Score -503431.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -106938.093750 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -106938.1 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 492 members 
Entering Unmasked Estep 
Score: -105054.585938 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -105054.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -105445.578125 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -105445.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -105680.320312 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -105680.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -105812.039062 Penalty: 3420.760254
	Iteration 3F: 3 clusters Score -105812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105946.476562 Penalty: 3420.760254
	Iteration 4F: 3 clusters Score -105946.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -106126.296875 Penalty: 3420.760254
	Iteration 5F: 3 clusters Score -106126.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -106457.765625 Penalty: 3420.760254
	Iteration 6F: 3 clusters Score -106457.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -107072.437500 Penalty: 3420.760254
	Iteration 7F: 3 clusters Score -107072.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -107435.812500 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -107435.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -107477.187500 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -107477.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -107514.421875 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -107514.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -107540.617188 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -107540.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -107552.078125 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -107552.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -107560.031250 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -107560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -107562.835938 Penalty: 3420.760254
	Iteration 14Q: 3 clusters Score -107562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -107564.554688 Penalty: 3420.760254
	Iteration 15Q: 3 clusters Score -107564.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -107564.554688 Penalty: 3420.760254
	Iteration 16F: 3 clusters Score -107564.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 46916 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4654 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 16491 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 20046 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 345410 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 162807 members 
Entering Unmasked Estep 
Score: -70736936.000000 Penalty: 49691.242188
Splitting cluster 5 changes total score from -70737760.000000 to -70736936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -132803.765625 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -132803.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130713.351562 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -130713.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -131141.687500 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -131141.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -131392.890625 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -131392.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -131742.000000 Penalty: 3538.114746
	Iteration 3F: 3 clusters Score -131742 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -132055.531250 Penalty: 3538.114746
	Iteration 4F: 3 clusters Score -132055.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -132315.359375 Penalty: 3538.114746
	Iteration 5F: 3 clusters Score -132315.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -132531.765625 Penalty: 3538.114746
	Iteration 6F: 3 clusters Score -132531.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -132678.203125 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -132678.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -132738.093750 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -132738.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -132786.359375 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -132786.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -132853.281250 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -132853.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -132925.343750 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -132925.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -132963.859375 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -132963.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -132977.812500 Penalty: 3538.114746
	Iteration 13Q: 3 clusters Score -132977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -132986.093750 Penalty: 3538.114746
	Iteration 14Q: 3 clusters Score -132986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -132987.828125 Penalty: 3538.114746
	Iteration 15Q: 3 clusters Score -132987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -132987.828125 Penalty: 3538.114746
	Iteration 16F: 3 clusters Score -132987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 46916 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4654 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 474 members 
Mstep: Class 7 contains 16491 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 779 members 
Mstep: Class 11 contains 20046 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 345410 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 162807 members 
Entering Unmasked Estep 
Score: -70736320.000000 Penalty: 49691.242188
Splitting cluster 6 changes total score from -70737760.000000 to -70736320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (16491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Entering Unmasked Estep 
Score: -1911722.125000 Penalty: 2408.221436
	Iteration 0F: 2 clusters Score -1911722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1899896.750000 Penalty: 4816.442871
	Iteration 0F: 3 clusters Score -1899897 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1903716.000000 Penalty: 4816.442871
	Iteration 1F: 3 clusters Score -1903716 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1904050.250000 Penalty: 4816.442871
	Iteration 2F: 3 clusters Score -1904050 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1904312.250000 Penalty: 4816.442871
	Iteration 3Q: 3 clusters Score -1904312 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1904537.750000 Penalty: 4816.442871
	Iteration 4Q: 3 clusters Score -1904538 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1904747.125000 Penalty: 4816.442871
	Iteration 5Q: 3 clusters Score -1904747 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1904982.750000 Penalty: 4816.442871
	Iteration 6Q: 3 clusters Score -1904983 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1905272.750000 Penalty: 4816.442871
	Iteration 7Q: 3 clusters Score -1905273 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1905666.625000 Penalty: 4816.442871
	Iteration 8Q: 3 clusters Score -1905667 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1906158.750000 Penalty: 4816.442871
	Iteration 9Q: 3 clusters Score -1906159 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1906751.750000 Penalty: 4816.442871
	Iteration 10F: 3 clusters Score -1906752 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1907424.875000 Penalty: 4816.442871
	Iteration 11F: 3 clusters Score -1907425 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1908097.750000 Penalty: 4816.442871
	Iteration 12Q: 3 clusters Score -1908098 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1908657.625000 Penalty: 4816.442871
	Iteration 13Q: 3 clusters Score -1908658 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1909043.750000 Penalty: 4816.442871
	Iteration 14Q: 3 clusters Score -1909044 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1909264.125000 Penalty: 4816.442871
	Iteration 15Q: 3 clusters Score -1909264 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1909400.375000 Penalty: 4816.442871
	Iteration 16Q: 3 clusters Score -1909400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1909496.500000 Penalty: 4816.442871
	Iteration 17Q: 3 clusters Score -1909496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1909556.875000 Penalty: 4816.442871
	Iteration 18Q: 3 clusters Score -1909557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1909579.500000 Penalty: 4816.442871
	Iteration 19Q: 3 clusters Score -1909580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1909589.875000 Penalty: 4816.442871
	Iteration 20F: 3 clusters Score -1909590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1909600.500000 Penalty: 4816.442871
	Iteration 21Q: 3 clusters Score -1909600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1909604.000000 Penalty: 4816.442871
	Iteration 22Q: 3 clusters Score -1909604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1909609.250000 Penalty: 4816.442871
	Iteration 23Q: 3 clusters Score -1909609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1909619.125000 Penalty: 4816.442871
	Iteration 24Q: 3 clusters Score -1909619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1909626.125000 Penalty: 4816.442871
	Iteration 25Q: 3 clusters Score -1909626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1909636.250000 Penalty: 4816.442871
	Iteration 26Q: 3 clusters Score -1909636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1909641.250000 Penalty: 4816.442871
	Iteration 27Q: 3 clusters Score -1909641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1909641.625000 Penalty: 4816.442871
	Iteration 28Q: 3 clusters Score -1909642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1909641.625000 Penalty: 4816.442871
	Iteration 29F: 3 clusters Score -1909642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -110705.984375 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -110706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108758.882812 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -108758.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -109317.421875 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -109317.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -109786.132812 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -109786.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -110604.414062 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -110604.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111436.429688 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -111436.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -111691.617188 Penalty: 3496.860840
	Iteration 5F: 3 clusters Score -111691.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -111776.351562 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -111776.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -111813.492188 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -111813.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -111829.343750 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -111829.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -111835.335938 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -111835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -111837.656250 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -111837.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -111838.625000 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -111838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -111838.625000 Penalty: 3496.860840
	Iteration 12F: 3 clusters Score -111838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 46916 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4654 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 16491 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 20046 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 345410 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 162807 members 
Entering Unmasked Estep 
Score: -70737312.000000 Penalty: 49691.242188
Splitting cluster 8 changes total score from -70737760.000000 to -70737312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Entering Unmasked Estep 
Score: -622918.687500 Penalty: 2136.396240
	Iteration 0F: 2 clusters Score -622918.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -618156.750000 Penalty: 4272.792480
	Iteration 0F: 3 clusters Score -618156.8 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -619373.625000 Penalty: 4272.792480
	Iteration 1F: 3 clusters Score -619373.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -619614.062500 Penalty: 4272.792480
	Iteration 2F: 3 clusters Score -619614.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -619740.125000 Penalty: 4272.792480
	Iteration 3Q: 3 clusters Score -619740.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -619840.500000 Penalty: 4272.792480
	Iteration 4Q: 3 clusters Score -619840.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -619918.000000 Penalty: 4272.792480
	Iteration 5Q: 3 clusters Score -619918 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -619979.250000 Penalty: 4272.792480
	Iteration 6Q: 3 clusters Score -619979.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -620050.062500 Penalty: 4272.792480
	Iteration 7Q: 3 clusters Score -620050.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -620139.500000 Penalty: 4272.792480
	Iteration 8Q: 3 clusters Score -620139.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -620244.062500 Penalty: 4272.792480
	Iteration 9Q: 3 clusters Score -620244.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -620386.500000 Penalty: 4272.792480
	Iteration 10Q: 3 clusters Score -620386.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -620581.187500 Penalty: 4272.792480
	Iteration 11Q: 3 clusters Score -620581.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -620818.062500 Penalty: 4272.792480
	Iteration 12Q: 3 clusters Score -620818.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -621186.125000 Penalty: 4272.792480
	Iteration 13Q: 3 clusters Score -621186.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -621602.062500 Penalty: 4272.792480
	Iteration 14F: 3 clusters Score -621602.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -621924.500000 Penalty: 4272.792480
	Iteration 15Q: 3 clusters Score -621924.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -622114.875000 Penalty: 4272.792480
	Iteration 16Q: 3 clusters Score -622114.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -622201.375000 Penalty: 4272.792480
	Iteration 17Q: 3 clusters Score -622201.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -622245.625000 Penalty: 4272.792480
	Iteration 18Q: 3 clusters Score -622245.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -622260.125000 Penalty: 4272.792480
	Iteration 19Q: 3 clusters Score -622260.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -622271.500000 Penalty: 4272.792480
	Iteration 20F: 3 clusters Score -622271.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -622277.375000 Penalty: 4272.792480
	Iteration 21Q: 3 clusters Score -622277.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -622281.625000 Penalty: 4272.792480
	Iteration 22Q: 3 clusters Score -622281.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -622285.375000 Penalty: 4272.792480
	Iteration 23Q: 3 clusters Score -622285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -622288.812500 Penalty: 4272.792480
	Iteration 24Q: 3 clusters Score -622288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -622289.312500 Penalty: 4272.792480
	Iteration 25Q: 3 clusters Score -622289.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -622291.750000 Penalty: 4272.792480
	Iteration 26Q: 3 clusters Score -622291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -622292.687500 Penalty: 4272.792480
	Iteration 27Q: 3 clusters Score -622292.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -622293.375000 Penalty: 4272.792480
	Iteration 28Q: 3 clusters Score -622293.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -622294.375000 Penalty: 4272.792480
	Iteration 29Q: 3 clusters Score -622294.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -622294.375000 Penalty: 4272.792480
	Iteration 30F: 3 clusters Score -622294.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Entering Unmasked Estep 
Score: -2320276.000000 Penalty: 2456.634521
	Iteration 0F: 2 clusters Score -2320276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2306196.250000 Penalty: 4913.269043
	Iteration 0F: 3 clusters Score -2306196 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2311010.000000 Penalty: 4913.269043
	Iteration 1F: 3 clusters Score -2311010 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2311336.000000 Penalty: 4913.269043
	Iteration 2Q: 3 clusters Score -2311336 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2311581.250000 Penalty: 4913.269043
	Iteration 3Q: 3 clusters Score -2311581 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2311789.250000 Penalty: 4913.269043
	Iteration 4Q: 3 clusters Score -2311789 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2311992.750000 Penalty: 4913.269043
	Iteration 5Q: 3 clusters Score -2311993 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2312186.250000 Penalty: 4913.269043
	Iteration 6Q: 3 clusters Score -2312186 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2312371.250000 Penalty: 4913.269043
	Iteration 7Q: 3 clusters Score -2312371 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2312600.000000 Penalty: 4913.269043
	Iteration 8Q: 3 clusters Score -2312600 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2312857.750000 Penalty: 4913.269043
	Iteration 9Q: 3 clusters Score -2312858 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2313125.500000 Penalty: 4913.269043
	Iteration 10Q: 3 clusters Score -2313126 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2313453.500000 Penalty: 4913.269043
	Iteration 11Q: 3 clusters Score -2313454 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2313912.750000 Penalty: 4913.269043
	Iteration 12Q: 3 clusters Score -2313913 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2314533.750000 Penalty: 4913.269043
	Iteration 13Q: 3 clusters Score -2314534 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2315094.000000 Penalty: 4913.269043
	Iteration 14Q: 3 clusters Score -2315094 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2315460.250000 Penalty: 4913.269043
	Iteration 15Q: 3 clusters Score -2315460 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2315658.000000 Penalty: 4913.269043
	Iteration 16Q: 3 clusters Score -2315658 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2315755.500000 Penalty: 4913.269043
	Iteration 17Q: 3 clusters Score -2315756 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2315816.500000 Penalty: 4913.269043
	Iteration 18Q: 3 clusters Score -2315816 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2315854 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2315876 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2315901 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2315910 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2315929 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2315947.750000 Penalty: 4913.269043
	Iteration 24Q: 3 clusters Score -2315948 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2315964 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2315992 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2316024 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2316038 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2316077 nChanged 131
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Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2316097 nChanged 118
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Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2316115 nChanged 122
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Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2316125 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2316160 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2316185 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2316204.000000 Penalty: 4913.269043
	Iteration 35Q: 3 clusters Score -2316204 nChanged 136
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Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2316233.000000 Penalty: 4913.269043
	Iteration 36Q: 3 clusters Score -2316233 nChanged 119
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Mstep: Class 1 contains 10644 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2316250 nChanged 109
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Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2316273 nChanged 105
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Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2316283 nChanged 118
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Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2316311 nChanged 114
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Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2316326 nChanged 103
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Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2316345 nChanged 91
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Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2316356 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2316373 nChanged 103
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Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2316392 nChanged 111
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Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2316410 nChanged 121
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Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2316433 nChanged 126
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Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2316451 nChanged 115
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Mstep: Class 1 contains 11740 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2316485 nChanged 135
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Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2316506 nChanged 147
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Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2316544 nChanged 128
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Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2316578 nChanged 126
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Mstep: Class 1 contains 12214 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2316590 nChanged 133
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Mstep: Class 1 contains 12331 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2316615 nChanged 112
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Mstep: Class 1 contains 12431 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2316641 nChanged 106
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Mstep: Class 1 contains 12525 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2316664 nChanged 121
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Mstep: Class 1 contains 12642 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2316687 nChanged 110
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Mstep: Class 1 contains 12748 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2316709 nChanged 105
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Mstep: Class 1 contains 12847 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2316732 nChanged 105
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Mstep: Class 1 contains 12942 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2316754 nChanged 108
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Mstep: Class 1 contains 13044 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2316782 nChanged 127
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Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2316788 nChanged 127
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Mstep: Class 1 contains 13288 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2316818 nChanged 123
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Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2316840 nChanged 104
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Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 6539 members 
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	Iteration 65Q: 3 clusters Score -2316858 nChanged 116
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Mstep: Class 1 contains 13623 members 
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	Iteration 66Q: 3 clusters Score -2316883 nChanged 116
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Mstep: Class 1 contains 13735 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2316912 nChanged 133
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Mstep: Class 1 contains 13864 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2316944 nChanged 126
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Mstep: Class 1 contains 13978 members 
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	Iteration 69Q: 3 clusters Score -2316976 nChanged 135
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Mstep: Class 1 contains 14105 members 
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	Iteration 70Q: 3 clusters Score -2316999 nChanged 126
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Mstep: Class 1 contains 14221 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2317034 nChanged 135
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Mstep: Class 1 contains 14348 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2317074 nChanged 118
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Mstep: Class 1 contains 14460 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2317096 nChanged 119
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Mstep: Class 1 contains 14573 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2317128 nChanged 117
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Mstep: Class 1 contains 14688 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2317146 nChanged 121
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2317179 nChanged 113
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Mstep: Class 1 contains 14908 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15020 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2317240 nChanged 127
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Mstep: Class 1 contains 15145 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2317267 nChanged 116
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Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2317287.500000 Penalty: 4913.269043
	Iteration 80F: 3 clusters Score -2317288 nChanged 130
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Mstep: Class 1 contains 15379 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2317324 nChanged 123
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Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2317364 nChanged 128
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Mstep: Class 1 contains 15628 members 
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	Iteration 83Q: 3 clusters Score -2317408 nChanged 145
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Mstep: Class 1 contains 15771 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2317440 nChanged 142
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Mstep: Class 1 contains 15909 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2317484 nChanged 131
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Mstep: Class 1 contains 16036 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2317521 nChanged 129
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2317566 nChanged 132
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2317608 nChanged 122
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	Iteration 89Q: 3 clusters Score -2317647 nChanged 123
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	Iteration 90Q: 3 clusters Score -2317679 nChanged 116
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	Iteration 91Q: 3 clusters Score -2317713 nChanged 118
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2317752 nChanged 122
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2317790 nChanged 102
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	Iteration 94Q: 3 clusters Score -2317815 nChanged 102
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	Iteration 95Q: 3 clusters Score -2317850 nChanged 91
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	Iteration 97Q: 3 clusters Score -2317912 nChanged 110
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	Iteration 99Q: 3 clusters Score -2318002 nChanged 99
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Mstep: Class 1 contains 17569 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2318034 nChanged 91
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Mstep: Class 1 contains 17660 members 
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	Iteration 101Q: 3 clusters Score -2318059 nChanged 93
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2318095 nChanged 106
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2318125 nChanged 92
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Entering Unmasked Estep 
Score: -2318163.250000 Penalty: 4913.269043
	Iteration 104Q: 3 clusters Score -2318163 nChanged 89
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2318192 nChanged 75
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2318213 nChanged 70
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2318242 nChanged 72
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2318258 nChanged 67
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2318286 nChanged 62
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2318311 nChanged 56
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Entering Unmasked Estep 
Score: -2318331.500000 Penalty: 4913.269043
	Iteration 111Q: 3 clusters Score -2318332 nChanged 54
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Entering Unmasked Estep 
Score: -2318351.000000 Penalty: 4913.269043
	Iteration 112Q: 3 clusters Score -2318351 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2318363.250000 Penalty: 4913.269043
	Iteration 113Q: 3 clusters Score -2318363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2318386.250000 Penalty: 4913.269043
	Iteration 114Q: 3 clusters Score -2318386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2318392.250000 Penalty: 4913.269043
	Iteration 115Q: 3 clusters Score -2318392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2318401.500000 Penalty: 4913.269043
	Iteration 116Q: 3 clusters Score -2318402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2318423.250000 Penalty: 4913.269043
	Iteration 117Q: 3 clusters Score -2318423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2318436.250000 Penalty: 4913.269043
	Iteration 118Q: 3 clusters Score -2318436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2318447.250000 Penalty: 4913.269043
	Iteration 119Q: 3 clusters Score -2318447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2318463.000000 Penalty: 4913.269043
	Iteration 120F: 3 clusters Score -2318463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2318473.500000 Penalty: 4913.269043
	Iteration 121Q: 3 clusters Score -2318474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2318478.000000 Penalty: 4913.269043
	Iteration 122Q: 3 clusters Score -2318478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2318484.250000 Penalty: 4913.269043
	Iteration 123Q: 3 clusters Score -2318484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2318489.000000 Penalty: 4913.269043
	Iteration 124Q: 3 clusters Score -2318489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2318491.500000 Penalty: 4913.269043
	Iteration 125Q: 3 clusters Score -2318492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2318491.750000 Penalty: 4913.269043
	Iteration 126Q: 3 clusters Score -2318492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2318501.750000 Penalty: 4913.269043
	Iteration 127Q: 3 clusters Score -2318502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2318503.250000 Penalty: 4913.269043
	Iteration 128Q: 3 clusters Score -2318503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2318507.500000 Penalty: 4913.269043
	Iteration 129Q: 3 clusters Score -2318508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2318511.500000 Penalty: 4913.269043
	Iteration 130Q: 3 clusters Score -2318512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2318516.500000 Penalty: 4913.269043
	Iteration 131Q: 3 clusters Score -2318516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2318524.000000 Penalty: 4913.269043
	Iteration 132Q: 3 clusters Score -2318524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2318522.750000 Penalty: 4913.269043
	Iteration 133Q: 3 clusters Score -2318523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2318526.000000 Penalty: 4913.269043
	Iteration 134Q: 3 clusters Score -2318526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2318526.250000 Penalty: 4913.269043
	Iteration 135Q: 3 clusters Score -2318526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2318528.500000 Penalty: 4913.269043
	Iteration 136Q: 3 clusters Score -2318528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2318529.000000 Penalty: 4913.269043
	Iteration 137Q: 3 clusters Score -2318529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2318531.750000 Penalty: 4913.269043
	Iteration 138Q: 3 clusters Score -2318532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2318534.250000 Penalty: 4913.269043
	Iteration 139Q: 3 clusters Score -2318534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2318540.750000 Penalty: 4913.269043
	Iteration 140F: 3 clusters Score -2318541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2318542.000000 Penalty: 4913.269043
	Iteration 141Q: 3 clusters Score -2318542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2318543.000000 Penalty: 4913.269043
	Iteration 142Q: 3 clusters Score -2318543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2318544.000000 Penalty: 4913.269043
	Iteration 143Q: 3 clusters Score -2318544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2318547.250000 Penalty: 4913.269043
	Iteration 144Q: 3 clusters Score -2318547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2318551.250000 Penalty: 4913.269043
	Iteration 145Q: 3 clusters Score -2318551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2318549.250000 Penalty: 4913.269043
	Iteration 146Q: 3 clusters Score -2318549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2318551.750000 Penalty: 4913.269043
	Iteration 147Q: 3 clusters Score -2318552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2318551.750000 Penalty: 4913.269043
	Iteration 148F: 3 clusters Score -2318552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -112153.109375 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -112153.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -110137.039062 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -110137 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -110868.164062 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -110868.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -111426.906250 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -111426.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -111755.875000 Penalty: 3512.527344
	Iteration 3F: 3 clusters Score -111755.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111919.437500 Penalty: 3512.527344
	Iteration 4Q: 3 clusters Score -111919.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112023.468750 Penalty: 3512.527344
	Iteration 5Q: 3 clusters Score -112023.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112104.156250 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -112104.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -112159.539062 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -112159.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112212.195312 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -112212.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112259.492188 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -112259.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112310.226562 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -112310.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112368.476562 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -112368.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112384.750000 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -112384.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -112402.640625 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -112402.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -112428.968750 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -112429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112460.343750 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -112460.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112489.468750 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -112489.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -112508.445312 Penalty: 3512.527344
	Iteration 17Q: 3 clusters Score -112508.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112529.437500 Penalty: 3512.527344
	Iteration 18Q: 3 clusters Score -112529.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112546.507812 Penalty: 3512.527344
	Iteration 19Q: 3 clusters Score -112546.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -112580.445312 Penalty: 3512.527344
	Iteration 20F: 3 clusters Score -112580.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112632.593750 Penalty: 3512.527344
	Iteration 21Q: 3 clusters Score -112632.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112682.914062 Penalty: 3512.527344
	Iteration 22Q: 3 clusters Score -112682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112717.734375 Penalty: 3512.527344
	Iteration 23Q: 3 clusters Score -112717.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -112768.210938 Penalty: 3512.527344
	Iteration 24Q: 3 clusters Score -112768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112772.796875 Penalty: 3512.527344
	Iteration 25Q: 3 clusters Score -112772.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112785.171875 Penalty: 3512.527344
	Iteration 26Q: 3 clusters Score -112785.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112787.484375 Penalty: 3512.527344
	Iteration 27Q: 3 clusters Score -112787.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112788.687500 Penalty: 3512.527344
	Iteration 28Q: 3 clusters Score -112788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112788.687500 Penalty: 3512.527344
	Iteration 29F: 3 clusters Score -112788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 46916 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4654 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 16491 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 20046 members 
Mstep: Class 12 contains 812 members 
Mstep: Class 13 contains 345410 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 162807 members 
Entering Unmasked Estep 
Score: -70736840.000000 Penalty: 49691.242188
Splitting cluster 12 changes total score from -70737760.000000 to -70736840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (345410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345410 members 
Entering Unmasked Estep 
Score: -39109144.000000 Penalty: 3162.616699
	Iteration 0F: 2 clusters Score -3.910914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172673 members 
Mstep: Class 2 contains 172737 members 
Entering Unmasked Estep 
Score: -38925692.000000 Penalty: 6325.233398
	Iteration 0F: 3 clusters Score -3.892569e+07 nChanged 167490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172995 members 
Mstep: Class 2 contains 172415 members 
Entering Unmasked Estep 
Score: -39029200.000000 Penalty: 6325.233398
	Iteration 1F: 3 clusters Score -3.90292e+07 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173432 members 
Mstep: Class 2 contains 171978 members 
Entering Unmasked Estep 
Score: -39034432.000000 Penalty: 6325.233398
	Iteration 2Q: 3 clusters Score -3.903443e+07 nChanged 15629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174983 members 
Mstep: Class 2 contains 170427 members 
Entering Unmasked Estep 
Score: -39041152.000000 Penalty: 6325.233398
	Iteration 3Q: 3 clusters Score -3.904115e+07 nChanged 17696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178379 members 
Mstep: Class 2 contains 167031 members 
Entering Unmasked Estep 
Score: -39049324.000000 Penalty: 6325.233398
	Iteration 4F: 3 clusters Score -3.904932e+07 nChanged 19514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184135 members 
Mstep: Class 2 contains 161275 members 
Entering Unmasked Estep 
Score: -39059560.000000 Penalty: 6325.233398
	Iteration 5F: 3 clusters Score -3.905956e+07 nChanged 21510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192487 members 
Mstep: Class 2 contains 152923 members 
Entering Unmasked Estep 
Score: -39072976.000000 Penalty: 6325.233398
	Iteration 6F: 3 clusters Score -3.907298e+07 nChanged 21520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202213 members 
Mstep: Class 2 contains 143197 members 
Entering Unmasked Estep 
Score: -39087768.000000 Penalty: 6325.233398
	Iteration 7F: 3 clusters Score -3.908777e+07 nChanged 19062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211539 members 
Mstep: Class 2 contains 133871 members 
Entering Unmasked Estep 
Score: -39099236.000000 Penalty: 6325.233398
	Iteration 8F: 3 clusters Score -3.909924e+07 nChanged 14249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219610 members 
Mstep: Class 2 contains 125800 members 
Entering Unmasked Estep 
Score: -39104968.000000 Penalty: 6325.233398
	Iteration 9Q: 3 clusters Score -3.910497e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226774 members 
Mstep: Class 2 contains 118636 members 
Entering Unmasked Estep 
Score: -39107576.000000 Penalty: 6325.233398
	Iteration 10Q: 3 clusters Score -3.910758e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233170 members 
Mstep: Class 2 contains 112240 members 
Entering Unmasked Estep 
Score: -39109376.000000 Penalty: 6325.233398
	Iteration 11Q: 3 clusters Score -3.910938e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239049 members 
Mstep: Class 2 contains 106361 members 
Entering Unmasked Estep 
Score: -39110516.000000 Penalty: 6325.233398
	Iteration 12Q: 3 clusters Score -3.911052e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244533 members 
Mstep: Class 2 contains 100877 members 
Entering Unmasked Estep 
Score: -39111276.000000 Penalty: 6325.233398
	Iteration 13Q: 3 clusters Score -3.911128e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249663 members 
Mstep: Class 2 contains 95747 members 
Entering Unmasked Estep 
Score: -39112176.000000 Penalty: 6325.233398
	Iteration 14Q: 3 clusters Score -3.911218e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254434 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -39112568.000000 Penalty: 6325.233398
	Iteration 15Q: 3 clusters Score -3.911257e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259024 members 
Mstep: Class 2 contains 86386 members 
Entering Unmasked Estep 
Score: -39112872.000000 Penalty: 6325.233398
	Iteration 16Q: 3 clusters Score -3.911287e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263279 members 
Mstep: Class 2 contains 82131 members 
Entering Unmasked Estep 
Score: -39112900.000000 Penalty: 6325.233398
	Iteration 17Q: 3 clusters Score -3.91129e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267194 members 
Mstep: Class 2 contains 78216 members 
Entering Unmasked Estep 
Score: -39113096.000000 Penalty: 6325.233398
	Iteration 18Q: 3 clusters Score -3.91131e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270748 members 
Mstep: Class 2 contains 74662 members 
Entering Unmasked Estep 
Score: -39113188.000000 Penalty: 6325.233398
	Iteration 19Q: 3 clusters Score -3.911319e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274048 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -39113608.000000 Penalty: 6325.233398
	Iteration 20F: 3 clusters Score -3.911361e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277115 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -39113652.000000 Penalty: 6325.233398
	Iteration 21Q: 3 clusters Score -3.911365e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279954 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -39113992.000000 Penalty: 6325.233398
	Iteration 22Q: 3 clusters Score -3.911399e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282645 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -39114188.000000 Penalty: 6325.233398
	Iteration 23Q: 3 clusters Score -3.911419e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285233 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -39114448.000000 Penalty: 6325.233398
	Iteration 24Q: 3 clusters Score -3.911445e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287713 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -39114568.000000 Penalty: 6325.233398
	Iteration 25Q: 3 clusters Score -3.911457e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290149 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -39114968.000000 Penalty: 6325.233398
	Iteration 26Q: 3 clusters Score -3.911497e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292536 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -39115384.000000 Penalty: 6325.233398
	Iteration 27Q: 3 clusters Score -3.911538e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294856 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -39116120.000000 Penalty: 6325.233398
	Iteration 28Q: 3 clusters Score -3.911612e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297150 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -39116768.000000 Penalty: 6325.233398
	Iteration 29Q: 3 clusters Score -3.911677e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299541 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -39117536.000000 Penalty: 6325.233398
	Iteration 30Q: 3 clusters Score -3.911754e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301989 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -39118084.000000 Penalty: 6325.233398
	Iteration 31Q: 3 clusters Score -3.911808e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304418 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -39118764.000000 Penalty: 6325.233398
	Iteration 32Q: 3 clusters Score -3.911876e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306735 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -39119328.000000 Penalty: 6325.233398
	Iteration 33Q: 3 clusters Score -3.911933e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308973 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -39119736.000000 Penalty: 6325.233398
	Iteration 34Q: 3 clusters Score -3.911974e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311073 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -39120008.000000 Penalty: 6325.233398
	Iteration 35Q: 3 clusters Score -3.912001e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313096 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -39120208.000000 Penalty: 6325.233398
	Iteration 36Q: 3 clusters Score -3.912021e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314965 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -39120032.000000 Penalty: 6325.233398
	Iteration 37Q: 3 clusters Score -3.912003e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316665 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -39120088.000000 Penalty: 6325.233398
	Iteration 38Q: 3 clusters Score -3.912009e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318239 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -39120128.000000 Penalty: 6325.233398
	Iteration 39Q: 3 clusters Score -3.912013e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319704 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -39120284.000000 Penalty: 6325.233398
	Iteration 40F: 3 clusters Score -3.912028e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321030 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -39120168.000000 Penalty: 6325.233398
	Iteration 41Q: 3 clusters Score -3.912017e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322171 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -39119936.000000 Penalty: 6325.233398
	Iteration 42Q: 3 clusters Score -3.911994e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323144 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -39119728.000000 Penalty: 6325.233398
	Iteration 43Q: 3 clusters Score -3.911973e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324033 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -39119468.000000 Penalty: 6325.233398
	Iteration 44Q: 3 clusters Score -3.911947e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324804 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -39119280.000000 Penalty: 6325.233398
	Iteration 45Q: 3 clusters Score -3.911928e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325484 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -39119100.000000 Penalty: 6325.233398
	Iteration 46Q: 3 clusters Score -3.91191e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326071 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -39118948.000000 Penalty: 6325.233398
	Iteration 47Q: 3 clusters Score -3.911895e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326606 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -39118912.000000 Penalty: 6325.233398
	Iteration 48Q: 3 clusters Score -3.911891e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327101 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -39118708.000000 Penalty: 6325.233398
	Iteration 49Q: 3 clusters Score -3.911871e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327534 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -39118608.000000 Penalty: 6325.233398
	Iteration 50Q: 3 clusters Score -3.911861e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327916 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -39118452.000000 Penalty: 6325.233398
	Iteration 51Q: 3 clusters Score -3.911845e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328208 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -39118376.000000 Penalty: 6325.233398
	Iteration 52Q: 3 clusters Score -3.911838e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328474 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -39118276.000000 Penalty: 6325.233398
	Iteration 53Q: 3 clusters Score -3.911828e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328719 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -39118196.000000 Penalty: 6325.233398
	Iteration 54Q: 3 clusters Score -3.91182e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328926 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -39118180.000000 Penalty: 6325.233398
	Iteration 55Q: 3 clusters Score -3.911818e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329126 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -39118124.000000 Penalty: 6325.233398
	Iteration 56Q: 3 clusters Score -3.911812e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329302 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -39118072.000000 Penalty: 6325.233398
	Iteration 57Q: 3 clusters Score -3.911807e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329458 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -39118024.000000 Penalty: 6325.233398
	Iteration 58Q: 3 clusters Score -3.911802e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329603 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -39117964.000000 Penalty: 6325.233398
	Iteration 59Q: 3 clusters Score -3.911796e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329753 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -39117840.000000 Penalty: 6325.233398
	Iteration 60F: 3 clusters Score -3.911784e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329884 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -39117740.000000 Penalty: 6325.233398
	Iteration 61Q: 3 clusters Score -3.911774e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329999 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -39117744.000000 Penalty: 6325.233398
	Iteration 62Q: 3 clusters Score -3.911774e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330107 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -39117728.000000 Penalty: 6325.233398
	Iteration 63Q: 3 clusters Score -3.911773e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330201 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -39117716.000000 Penalty: 6325.233398
	Iteration 64Q: 3 clusters Score -3.911772e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330300 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -39117660.000000 Penalty: 6325.233398
	Iteration 65Q: 3 clusters Score -3.911766e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330381 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -39117664.000000 Penalty: 6325.233398
	Iteration 66Q: 3 clusters Score -3.911766e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330455 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -39117592.000000 Penalty: 6325.233398
	Iteration 67Q: 3 clusters Score -3.911759e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330514 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -39117632.000000 Penalty: 6325.233398
	Iteration 68Q: 3 clusters Score -3.911763e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330555 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -39117612.000000 Penalty: 6325.233398
	Iteration 69Q: 3 clusters Score -3.911761e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330599 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -39117624.000000 Penalty: 6325.233398
	Iteration 70Q: 3 clusters Score -3.911762e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330643 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -39117640.000000 Penalty: 6325.233398
	Iteration 71Q: 3 clusters Score -3.911764e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330680 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -39117616.000000 Penalty: 6325.233398
	Iteration 72Q: 3 clusters Score -3.911762e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330728 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -39117580.000000 Penalty: 6325.233398
	Iteration 73Q: 3 clusters Score -3.911758e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330764 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -39117588.000000 Penalty: 6325.233398
	Iteration 74Q: 3 clusters Score -3.911759e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330784 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -39117620.000000 Penalty: 6325.233398
	Iteration 75Q: 3 clusters Score -3.911762e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330804 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -39117600.000000 Penalty: 6325.233398
	Iteration 76Q: 3 clusters Score -3.91176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330814 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -39117596.000000 Penalty: 6325.233398
	Iteration 77Q: 3 clusters Score -3.91176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330829 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -39117592.000000 Penalty: 6325.233398
	Iteration 78Q: 3 clusters Score -3.911759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330842 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -39117620.000000 Penalty: 6325.233398
	Iteration 79Q: 3 clusters Score -3.911762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330861 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -39117588.000000 Penalty: 6325.233398
	Iteration 80F: 3 clusters Score -3.911759e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330883 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -39117592.000000 Penalty: 6325.233398
	Iteration 81Q: 3 clusters Score -3.911759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330898 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -39117572.000000 Penalty: 6325.233398
	Iteration 82Q: 3 clusters Score -3.911757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330911 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -39117588.000000 Penalty: 6325.233398
	Iteration 83Q: 3 clusters Score -3.911759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330927 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -39117540.000000 Penalty: 6325.233398
	Iteration 84Q: 3 clusters Score -3.911754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330944 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -39117560.000000 Penalty: 6325.233398
	Iteration 85Q: 3 clusters Score -3.911756e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330959 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -39117528.000000 Penalty: 6325.233398
	Iteration 86Q: 3 clusters Score -3.911753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330974 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -39117512.000000 Penalty: 6325.233398
	Iteration 87Q: 3 clusters Score -3.911751e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330984 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -39117496.000000 Penalty: 6325.233398
	Iteration 88Q: 3 clusters Score -3.91175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330997 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -39117484.000000 Penalty: 6325.233398
	Iteration 89Q: 3 clusters Score -3.911748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331007 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -39117512.000000 Penalty: 6325.233398
	Iteration 90Q: 3 clusters Score -3.911751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331018 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -39117516.000000 Penalty: 6325.233398
	Iteration 91Q: 3 clusters Score -3.911752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331022 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -39117512.000000 Penalty: 6325.233398
	Iteration 92Q: 3 clusters Score -3.911751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331028 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -39117500.000000 Penalty: 6325.233398
	Iteration 93Q: 3 clusters Score -3.91175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331030 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -39117500.000000 Penalty: 6325.233398
	Iteration 94Q: 3 clusters Score -3.91175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331032 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -39117480.000000 Penalty: 6325.233398
	Iteration 95Q: 3 clusters Score -3.911748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331035 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -39117480.000000 Penalty: 6325.233398
	Iteration 96Q: 3 clusters Score -3.911748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331038 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -39117476.000000 Penalty: 6325.233398
	Iteration 97Q: 3 clusters Score -3.911748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331042 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -39117484.000000 Penalty: 6325.233398
	Iteration 98Q: 3 clusters Score -3.911748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331045 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -39117480.000000 Penalty: 6325.233398
	Iteration 99Q: 3 clusters Score -3.911748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331048 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -39117452.000000 Penalty: 6325.233398
	Iteration 100F: 3 clusters Score -3.911745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331050 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -39117468.000000 Penalty: 6325.233398
	Iteration 101Q: 3 clusters Score -3.911747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331055 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -39117444.000000 Penalty: 6325.233398
	Iteration 102Q: 3 clusters Score -3.911744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331057 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -39117440.000000 Penalty: 6325.233398
	Iteration 103Q: 3 clusters Score -3.911744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331060 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -39117424.000000 Penalty: 6325.233398
	Iteration 104Q: 3 clusters Score -3.911742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331066 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -39117484.000000 Penalty: 6325.233398
	Iteration 105Q: 3 clusters Score -3.911748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331069 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -39117456.000000 Penalty: 6325.233398
	Iteration 106Q: 3 clusters Score -3.911746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331071 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -39117480.000000 Penalty: 6325.233398
	Iteration 107Q: 3 clusters Score -3.911748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331072 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -39117468.000000 Penalty: 6325.233398
	Iteration 108Q: 3 clusters Score -3.911747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331074 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -39117476.000000 Penalty: 6325.233398
	Iteration 109Q: 3 clusters Score -3.911748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331075 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -39117468.000000 Penalty: 6325.233398
	Iteration 110Q: 3 clusters Score -3.911747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331076 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -39117476.000000 Penalty: 6325.233398
	Iteration 111Q: 3 clusters Score -3.911748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331078 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -39117484.000000 Penalty: 6325.233398
	Iteration 112Q: 3 clusters Score -3.911748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331082 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -39117456.000000 Penalty: 6325.233398
	Iteration 113Q: 3 clusters Score -3.911746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331084 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -39117448.000000 Penalty: 6325.233398
	Iteration 114Q: 3 clusters Score -3.911745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331085 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -39117456.000000 Penalty: 6325.233398
	Iteration 115Q: 3 clusters Score -3.911746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331087 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -39117428.000000 Penalty: 6325.233398
	Iteration 116Q: 3 clusters Score -3.911743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331091 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -39117424.000000 Penalty: 6325.233398
	Iteration 117Q: 3 clusters Score -3.911742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331090 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -39117428.000000 Penalty: 6325.233398
	Iteration 118Q: 3 clusters Score -3.911743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331090 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -39117428.000000 Penalty: 6325.233398
	Iteration 119F: 3 clusters Score -3.911743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 46916 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4654 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 16491 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 14320 members 
Mstep: Class 11 contains 20046 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 331090 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 162807 members 
Entering Unmasked Estep 
Score: -70746248.000000 Penalty: 49691.242188
Splitting cluster 13 changes total score from -70737760.000000 to -70746248.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 14 (1251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Entering Unmasked Estep 
Score: -139998.843750 Penalty: 1768.661255
	Iteration 0F: 2 clusters Score -139998.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137827.546875 Penalty: 3537.322510
	Iteration 0F: 3 clusters Score -137827.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -138151.859375 Penalty: 3537.322510
	Iteration 1F: 3 clusters Score -138151.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -138244.078125 Penalty: 3537.322510
	Iteration 2F: 3 clusters Score -138244.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -138293.406250 Penalty: 3537.322510
	Iteration 3Q: 3 clusters Score -138293.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -138325.484375 Penalty: 3537.322510
	Iteration 4Q: 3 clusters Score -138325.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -138344.078125 Penalty: 3537.322510
	Iteration 5Q: 3 clusters Score -138344.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -138354.171875 Penalty: 3537.322510
	Iteration 6Q: 3 clusters Score -138354.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -138369.562500 Penalty: 3537.322510
	Iteration 7Q: 3 clusters Score -138369.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -138383.375000 Penalty: 3537.322510
	Iteration 8Q: 3 clusters Score -138383.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -138397.718750 Penalty: 3537.322510
	Iteration 9Q: 3 clusters Score -138397.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -138401.796875 Penalty: 3537.322510
	Iteration 10Q: 3 clusters Score -138401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -138404.765625 Penalty: 3537.322510
	Iteration 11Q: 3 clusters Score -138404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -138409.906250 Penalty: 3537.322510
	Iteration 12Q: 3 clusters Score -138409.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -138415.546875 Penalty: 3537.322510
	Iteration 13Q: 3 clusters Score -138415.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -138418.687500 Penalty: 3537.322510
	Iteration 14Q: 3 clusters Score -138418.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -138420.750000 Penalty: 3537.322510
	Iteration 15Q: 3 clusters Score -138420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -138422.890625 Penalty: 3537.322510
	Iteration 16Q: 3 clusters Score -138422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -138427.578125 Penalty: 3537.322510
	Iteration 17Q: 3 clusters Score -138427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -138429.718750 Penalty: 3537.322510
	Iteration 18Q: 3 clusters Score -138429.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -138432.671875 Penalty: 3537.322510
	Iteration 19Q: 3 clusters Score -138432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -138434.843750 Penalty: 3537.322510
	Iteration 20F: 3 clusters Score -138434.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138437.031250 Penalty: 3537.322510
	Iteration 21Q: 3 clusters Score -138437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138437.031250 Penalty: 3537.322510
	Iteration 22F: 3 clusters Score -138437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (162807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162807 members 
Entering Unmasked Estep 
Score: -18409540.000000 Penalty: 2976.079590
	Iteration 0F: 2 clusters Score -1.840954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -18303268.000000 Penalty: 5952.159180
	Iteration 0F: 3 clusters Score -1.830327e+07 nChanged 78028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76380 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -18349782.000000 Penalty: 5952.159180
	Iteration 1F: 3 clusters Score -1.834978e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 89858 members 
Entering Unmasked Estep 
Score: -18352310.000000 Penalty: 5952.159180
	Iteration 2Q: 3 clusters Score -1.835231e+07 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -18357100.000000 Penalty: 5952.159180
	Iteration 3F: 3 clusters Score -1.83571e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
Score: -18364514.000000 Penalty: 5952.159180
	Iteration 4F: 3 clusters Score -1.836451e+07 nChanged 13541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 114813 members 
Entering Unmasked Estep 
Score: -18373924.000000 Penalty: 5952.159180
	Iteration 5F: 3 clusters Score -1.837392e+07 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 126494 members 
Entering Unmasked Estep 
Score: -18384188.000000 Penalty: 5952.159180
	Iteration 6F: 3 clusters Score -1.838419e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 136719 members 
Entering Unmasked Estep 
Score: -18392550.000000 Penalty: 5952.159180
	Iteration 7F: 3 clusters Score -1.839255e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 144481 members 
Entering Unmasked Estep 
Score: -18398214.000000 Penalty: 5952.159180
	Iteration 8Q: 3 clusters Score -1.839821e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 150024 members 
Entering Unmasked Estep 
Score: -18402000.000000 Penalty: 5952.159180
	Iteration 9Q: 3 clusters Score -1.8402e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 153922 members 
Entering Unmasked Estep 
Score: -18404542.000000 Penalty: 5952.159180
	Iteration 10Q: 3 clusters Score -1.840454e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 156532 members 
Entering Unmasked Estep 
Score: -18406056.000000 Penalty: 5952.159180
	Iteration 11Q: 3 clusters Score -1.840606e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 158235 members 
Entering Unmasked Estep 
Score: -18406862.000000 Penalty: 5952.159180
	Iteration 12Q: 3 clusters Score -1.840686e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 159265 members 
Entering Unmasked Estep 
Score: -18407494.000000 Penalty: 5952.159180
	Iteration 13Q: 3 clusters Score -1.840749e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 159880 members 
Entering Unmasked Estep 
Score: -18407674.000000 Penalty: 5952.159180
	Iteration 14Q: 3 clusters Score -1.840767e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 160246 members 
Entering Unmasked Estep 
Score: -18407866.000000 Penalty: 5952.159180
	Iteration 15Q: 3 clusters Score -1.840787e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 160483 members 
Entering Unmasked Estep 
Score: -18408036.000000 Penalty: 5952.159180
	Iteration 16Q: 3 clusters Score -1.840804e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 160638 members 
Entering Unmasked Estep 
Score: -18408054.000000 Penalty: 5952.159180
	Iteration 17Q: 3 clusters Score -1.840805e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 160724 members 
Entering Unmasked Estep 
Score: -18408098.000000 Penalty: 5952.159180
	Iteration 18Q: 3 clusters Score -1.84081e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 160783 members 
Entering Unmasked Estep 
Score: -18408084.000000 Penalty: 5952.159180
	Iteration 19Q: 3 clusters Score -1.840808e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 160830 members 
Entering Unmasked Estep 
Score: -18408122.000000 Penalty: 5952.159180
	Iteration 20F: 3 clusters Score -1.840812e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 160867 members 
Entering Unmasked Estep 
Score: -18408144.000000 Penalty: 5952.159180
	Iteration 21Q: 3 clusters Score -1.840814e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 160889 members 
Entering Unmasked Estep 
Score: -18408110.000000 Penalty: 5952.159180
	Iteration 22Q: 3 clusters Score -1.840811e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 160917 members 
Entering Unmasked Estep 
Score: -18408118.000000 Penalty: 5952.159180
	Iteration 23Q: 3 clusters Score -1.840812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 160936 members 
Entering Unmasked Estep 
Score: -18408130.000000 Penalty: 5952.159180
	Iteration 24Q: 3 clusters Score -1.840813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 160951 members 
Entering Unmasked Estep 
Score: -18408110.000000 Penalty: 5952.159180
	Iteration 25Q: 3 clusters Score -1.840811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 160956 members 
Entering Unmasked Estep 
Score: -18408128.000000 Penalty: 5952.159180
	Iteration 26Q: 3 clusters Score -1.840813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 160968 members 
Entering Unmasked Estep 
Score: -18408138.000000 Penalty: 5952.159180
	Iteration 27Q: 3 clusters Score -1.840814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 160976 members 
Entering Unmasked Estep 
Score: -18408128.000000 Penalty: 5952.159180
	Iteration 28Q: 3 clusters Score -1.840813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 160983 members 
Entering Unmasked Estep 
Score: -18408138.000000 Penalty: 5952.159180
	Iteration 29Q: 3 clusters Score -1.840814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 160986 members 
Entering Unmasked Estep 
Score: -18408138.000000 Penalty: 5952.159180
	Iteration 30Q: 3 clusters Score -1.840814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 160989 members 
Entering Unmasked Estep 
Score: -18408146.000000 Penalty: 5952.159180
	Iteration 31Q: 3 clusters Score -1.840815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 160991 members 
Entering Unmasked Estep 
Score: -18408160.000000 Penalty: 5952.159180
	Iteration 32Q: 3 clusters Score -1.840816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 160992 members 
Entering Unmasked Estep 
Score: -18408146.000000 Penalty: 5952.159180
	Iteration 33Q: 3 clusters Score -1.840815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 160995 members 
Entering Unmasked Estep 
Score: -18408142.000000 Penalty: 5952.159180
	Iteration 34Q: 3 clusters Score -1.840814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 160997 members 
Entering Unmasked Estep 
Score: -18408158.000000 Penalty: 5952.159180
	Iteration 35Q: 3 clusters Score -1.840816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 161001 members 
Entering Unmasked Estep 
Score: -18408154.000000 Penalty: 5952.159180
	Iteration 36Q: 3 clusters Score -1.840815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 161002 members 
Entering Unmasked Estep 
Score: -18408154.000000 Penalty: 5952.159180
	Iteration 37Q: 3 clusters Score -1.840815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 161004 members 
Entering Unmasked Estep 
Score: -18408150.000000 Penalty: 5952.159180
	Iteration 38Q: 3 clusters Score -1.840815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 161008 members 
Entering Unmasked Estep 
Score: -18408166.000000 Penalty: 5952.159180
	Iteration 39Q: 3 clusters Score -1.840817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 161009 members 
Entering Unmasked Estep 
Score: -18408164.000000 Penalty: 5952.159180
	Iteration 40F: 3 clusters Score -1.840816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 161010 members 
Entering Unmasked Estep 
Score: -18408176.000000 Penalty: 5952.159180
	Iteration 41Q: 3 clusters Score -1.840818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 161014 members 
Entering Unmasked Estep 
Score: -18408168.000000 Penalty: 5952.159180
	Iteration 42Q: 3 clusters Score -1.840817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 161016 members 
Entering Unmasked Estep 
Score: -18408174.000000 Penalty: 5952.159180
	Iteration 43Q: 3 clusters Score -1.840817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 161017 members 
Entering Unmasked Estep 
Score: -18408166.000000 Penalty: 5952.159180
	Iteration 44Q: 3 clusters Score -1.840817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 161017 members 
Entering Unmasked Estep 
Score: -18408166.000000 Penalty: 5952.159180
	Iteration 45F: 3 clusters Score -1.840817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 46916 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4654 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 16491 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 11 contains 20046 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 331090 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 162807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747224.000000 Penalty: 49691.242188
Iteration 79Q: 16 clusters Score -7.074722e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 45936 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4642 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1255 members 
Mstep: Class 7 contains 16510 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 14407 members 
Mstep: Class 11 contains 20132 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 331733 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 162917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70748336.000000 Penalty: 49691.242188
Iteration 80F: 16 clusters Score -7.074834e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 45255 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1235 members 
Mstep: Class 7 contains 16515 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 15186 members 
Mstep: Class 11 contains 20176 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 331884 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 162709 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 16 clusters Score -7.07488e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 44803 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4588 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 16531 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5618 members 
Mstep: Class 10 contains 15755 members 
Mstep: Class 11 contains 20221 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 331799 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 162626 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 16 clusters Score -7.074907e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 44478 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4568 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16558 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 16214 members 
Mstep: Class 11 contains 20266 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 331568 members 
Mstep: Class 14 contains 1254 members 
Mstep: Class 15 contains 162648 members 
Entering Unmasked Estep 
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Iteration 83Q: 16 clusters Score -7.074926e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 44224 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4549 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 16593 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5682 members 
Mstep: Class 10 contains 16627 members 
Mstep: Class 11 contains 20327 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 331263 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 15 contains 162660 members 
Entering Unmasked Estep 
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Iteration 84Q: 16 clusters Score -7.074961e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 44051 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4532 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1210 members 
Mstep: Class 7 contains 16604 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5754 members 
Mstep: Class 10 contains 16989 members 
Mstep: Class 11 contains 20366 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 330918 members 
Mstep: Class 14 contains 1257 members 
Mstep: Class 15 contains 162697 members 
Entering Unmasked Estep 
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Iteration 85Q: 16 clusters Score -7.074999e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 43923 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4521 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1210 members 
Mstep: Class 7 contains 16616 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 17328 members 
Mstep: Class 11 contains 20391 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 330564 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 15 contains 162717 members 
Entering Unmasked Estep 
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Iteration 86Q: 16 clusters Score -7.07505e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 43811 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 16637 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5888 members 
Mstep: Class 10 contains 17653 members 
Mstep: Class 11 contains 20416 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 330206 members 
Mstep: Class 14 contains 1255 members 
Mstep: Class 15 contains 162748 members 
Entering Unmasked Estep 
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Iteration 87Q: 16 clusters Score -7.075097e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 43717 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1211 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 5973 members 
Mstep: Class 10 contains 17940 members 
Mstep: Class 11 contains 20452 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 329847 members 
Mstep: Class 14 contains 1254 members 
Mstep: Class 15 contains 162760 members 
Entering Unmasked Estep 
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Iteration 88Q: 16 clusters Score -7.075131e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 43610 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4488 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1212 members 
Mstep: Class 7 contains 16672 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 6082 members 
Mstep: Class 10 contains 18244 members 
Mstep: Class 11 contains 20468 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 329478 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 162763 members 
Entering Unmasked Estep 
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Iteration 89Q: 16 clusters Score -7.075186e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 43522 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 16681 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 6218 members 
Mstep: Class 10 contains 18561 members 
Mstep: Class 11 contains 20481 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 329082 members 
Mstep: Class 14 contains 1252 members 
Mstep: Class 15 contains 162734 members 
Entering Unmasked Estep 
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Iteration 90Q: 16 clusters Score -7.075232e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 43444 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1212 members 
Mstep: Class 7 contains 16692 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 6370 members 
Mstep: Class 10 contains 18856 members 
Mstep: Class 11 contains 20499 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 328707 members 
Mstep: Class 14 contains 1252 members 
Mstep: Class 15 contains 162699 members 
Entering Unmasked Estep 
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Iteration 91Q: 16 clusters Score -7.075275e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 43367 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4476 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 16708 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 6520 members 
Mstep: Class 10 contains 19127 members 
Mstep: Class 11 contains 20516 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 328308 members 
Mstep: Class 14 contains 1252 members 
Mstep: Class 15 contains 162698 members 
Entering Unmasked Estep 
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Iteration 92Q: 16 clusters Score -7.075324e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 43279 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 16719 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 6674 members 
Mstep: Class 10 contains 19390 members 
Mstep: Class 11 contains 20543 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 327910 members 
Mstep: Class 14 contains 1252 members 
Mstep: Class 15 contains 162710 members 
Entering Unmasked Estep 
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Iteration 93Q: 16 clusters Score -7.075354e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 43209 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 16726 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 6831 members 
Mstep: Class 10 contains 19623 members 
Mstep: Class 11 contains 20571 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 327530 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 162711 members 
Entering Unmasked Estep 
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Iteration 94Q: 16 clusters Score -7.075386e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16728 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 7003 members 
Mstep: Class 10 contains 19844 members 
Mstep: Class 11 contains 20585 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 327190 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 162695 members 
Entering Unmasked Estep 
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Iteration 95Q: 16 clusters Score -7.075427e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 43075 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 16737 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 7188 members 
Mstep: Class 10 contains 20041 members 
Mstep: Class 11 contains 20598 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 326917 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 162635 members 
Entering Unmasked Estep 
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Iteration 96Q: 16 clusters Score -7.075432e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 43035 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16750 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 7365 members 
Mstep: Class 10 contains 20204 members 
Mstep: Class 11 contains 20620 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 326653 members 
Mstep: Class 14 contains 1252 members 
Mstep: Class 15 contains 162579 members 
Entering Unmasked Estep 
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Iteration 97Q: 16 clusters Score -7.07545e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 43001 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16763 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 7526 members 
Mstep: Class 10 contains 20362 members 
Mstep: Class 11 contains 20634 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 326418 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 162519 members 
Entering Unmasked Estep 
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Iteration 98Q: 16 clusters Score -7.075472e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 42960 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16779 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 7643 members 
Mstep: Class 10 contains 20498 members 
Mstep: Class 11 contains 20651 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 326259 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 162458 members 
Entering Unmasked Estep 
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Iteration 99Q: 16 clusters Score -7.075485e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 42916 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16801 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 7744 members 
Mstep: Class 10 contains 20620 members 
Mstep: Class 11 contains 20666 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 326096 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 162412 members 
Entering Unmasked Estep 
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Iteration 100F: 16 clusters Score -7.075499e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 42881 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16817 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 7833 members 
Mstep: Class 10 contains 20756 members 
Mstep: Class 11 contains 20678 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 325920 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 162379 members 
Entering Unmasked Estep 
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Iteration 101Q: 16 clusters Score -7.075516e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 42837 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16829 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 7919 members 
Mstep: Class 10 contains 20880 members 
Mstep: Class 11 contains 20685 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 325748 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 162366 members 
Entering Unmasked Estep 
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Iteration 102Q: 16 clusters Score -7.075536e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 42793 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16840 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 7990 members 
Mstep: Class 10 contains 21009 members 
Mstep: Class 11 contains 20691 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 325600 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 162345 members 
Entering Unmasked Estep 
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Iteration 103Q: 16 clusters Score -7.075542e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 42745 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16852 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8060 members 
Mstep: Class 10 contains 21117 members 
Mstep: Class 11 contains 20703 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 325508 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 162289 members 
Entering Unmasked Estep 
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Iteration 104Q: 16 clusters Score -7.075554e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 42709 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16851 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 21224 members 
Mstep: Class 11 contains 20716 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 325399 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 162256 members 
Entering Unmasked Estep 
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Iteration 105Q: 16 clusters Score -7.075566e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 42677 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16853 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8163 members 
Mstep: Class 10 contains 21310 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 325344 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 162221 members 
Entering Unmasked Estep 
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Iteration 106Q: 16 clusters Score -7.075573e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 42647 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16858 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8203 members 
Mstep: Class 10 contains 21375 members 
Mstep: Class 11 contains 20723 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 325303 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 162189 members 
Entering Unmasked Estep 
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Iteration 107Q: 16 clusters Score -7.075584e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 42623 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16859 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8235 members 
Mstep: Class 10 contains 21450 members 
Mstep: Class 11 contains 20722 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 325261 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 162158 members 
Entering Unmasked Estep 
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Iteration 108Q: 16 clusters Score -7.075594e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 42606 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1218 members 
Mstep: Class 7 contains 16864 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8267 members 
Mstep: Class 10 contains 21517 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 325217 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 162123 members 
Entering Unmasked Estep 
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Iteration 109Q: 16 clusters Score -7.075603e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 42591 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1218 members 
Mstep: Class 7 contains 16871 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8295 members 
Mstep: Class 10 contains 21594 members 
Mstep: Class 11 contains 20719 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 325155 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 162100 members 
Entering Unmasked Estep 
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Iteration 110Q: 16 clusters Score -7.075612e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 42576 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16876 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 21655 members 
Mstep: Class 11 contains 20728 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 325104 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 162079 members 
Entering Unmasked Estep 
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Iteration 111Q: 16 clusters Score -7.075611e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 42558 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16875 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 21720 members 
Mstep: Class 11 contains 20735 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 325065 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 162051 members 
Entering Unmasked Estep 
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Iteration 112Q: 16 clusters Score -7.07561e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 42537 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16876 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8355 members 
Mstep: Class 10 contains 21781 members 
Mstep: Class 11 contains 20738 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 325041 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 162011 members 
Entering Unmasked Estep 
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Iteration 113Q: 16 clusters Score -7.075614e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 42519 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4452 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 16881 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8368 members 
Mstep: Class 10 contains 21838 members 
Mstep: Class 11 contains 20746 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324995 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756096.000000 Penalty: 49691.242188
Iteration 114Q: 16 clusters Score -7.07561e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 42502 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 16884 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8379 members 
Mstep: Class 10 contains 21894 members 
Mstep: Class 11 contains 20749 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324971 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756184.000000 Penalty: 49691.242188
Iteration 115Q: 16 clusters Score -7.075618e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 42491 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16886 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8387 members 
Mstep: Class 10 contains 21947 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324943 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756232.000000 Penalty: 49691.242188
Iteration 116Q: 16 clusters Score -7.075623e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 42481 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16888 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8396 members 
Mstep: Class 10 contains 21998 members 
Mstep: Class 11 contains 20754 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324918 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756256.000000 Penalty: 49691.242188
Iteration 117Q: 16 clusters Score -7.075626e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 42472 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16890 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8405 members 
Mstep: Class 10 contains 22048 members 
Mstep: Class 11 contains 20763 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324887 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756272.000000 Penalty: 49691.242188
Iteration 118Q: 16 clusters Score -7.075627e+07 nChanged 124
Entering ConstructFrom: 
Score: -70756272.000000 Penalty: 49691.242188
Entering ConstructFrom: 
Trying to split cluster 1 (24153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Entering Unmasked Estep 
Score: -2776148.000000 Penalty: 2502.856689
	Iteration 0F: 2 clusters Score -2776148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2759360.500000 Penalty: 5005.713379
	Iteration 0F: 3 clusters Score -2759360 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2765090.000000 Penalty: 5005.713379
	Iteration 1F: 3 clusters Score -2765090 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2765631.000000 Penalty: 5005.713379
	Iteration 2F: 3 clusters Score -2765631 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2766179.250000 Penalty: 5005.713379
	Iteration 3F: 3 clusters Score -2766179 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2766639.250000 Penalty: 5005.713379
	Iteration 4Q: 3 clusters Score -2766639 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2767115.000000 Penalty: 5005.713379
	Iteration 5Q: 3 clusters Score -2767115 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2767600.500000 Penalty: 5005.713379
	Iteration 6Q: 3 clusters Score -2767600 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2768146.500000 Penalty: 5005.713379
	Iteration 7Q: 3 clusters Score -2768146 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2768762.500000 Penalty: 5005.713379
	Iteration 8Q: 3 clusters Score -2768762 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2769472.750000 Penalty: 5005.713379
	Iteration 9Q: 3 clusters Score -2769473 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2770385.750000 Penalty: 5005.713379
	Iteration 10F: 3 clusters Score -2770386 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2771210.250000 Penalty: 5005.713379
	Iteration 11Q: 3 clusters Score -2771210 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2771967.500000 Penalty: 5005.713379
	Iteration 12Q: 3 clusters Score -2771968 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2772717.500000 Penalty: 5005.713379
	Iteration 13Q: 3 clusters Score -2772718 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2773609.000000 Penalty: 5005.713379
	Iteration 14Q: 3 clusters Score -2773609 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2774580.000000 Penalty: 5005.713379
	Iteration 15Q: 3 clusters Score -2774580 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2775391.250000 Penalty: 5005.713379
	Iteration 16Q: 3 clusters Score -2775391 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2775856.250000 Penalty: 5005.713379
	Iteration 17Q: 3 clusters Score -2775856 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2776064.250000 Penalty: 5005.713379
	Iteration 18Q: 3 clusters Score -2776064 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2776145.000000 Penalty: 5005.713379
	Iteration 19Q: 3 clusters Score -2776145 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2776188.250000 Penalty: 5005.713379
	Iteration 20F: 3 clusters Score -2776188 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2776201.500000 Penalty: 5005.713379
	Iteration 21Q: 3 clusters Score -2776202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2776217.500000 Penalty: 5005.713379
	Iteration 22Q: 3 clusters Score -2776218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2776222.000000 Penalty: 5005.713379
	Iteration 23Q: 3 clusters Score -2776222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2776218.250000 Penalty: 5005.713379
	Iteration 24Q: 3 clusters Score -2776218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2776233.500000 Penalty: 5005.713379
	Iteration 25Q: 3 clusters Score -2776234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2776231.000000 Penalty: 5005.713379
	Iteration 26Q: 3 clusters Score -2776231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2776229.750000 Penalty: 5005.713379
	Iteration 27Q: 3 clusters Score -2776230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2776231.750000 Penalty: 5005.713379
	Iteration 28Q: 3 clusters Score -2776232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2776223.000000 Penalty: 5005.713379
	Iteration 29Q: 3 clusters Score -2776223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2776223.000000 Penalty: 5005.713379
	Iteration 30Q: 3 clusters Score -2776223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2776227.750000 Penalty: 5005.713379
	Iteration 31Q: 3 clusters Score -2776228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2776226.500000 Penalty: 5005.713379
	Iteration 32Q: 3 clusters Score -2776226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2776225.250000 Penalty: 5005.713379
	Iteration 33Q: 3 clusters Score -2776225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2776225.000000 Penalty: 5005.713379
	Iteration 34Q: 3 clusters Score -2776225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2776225.500000 Penalty: 5005.713379
	Iteration 35Q: 3 clusters Score -2776226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2776225.500000 Penalty: 5005.713379
	Iteration 36F: 3 clusters Score -2776226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 42461 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16891 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 22092 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324855 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161858 members 
Mstep: Class 16 contains 8367 members 
Entering Unmasked Estep 
Score: -70755600.000000 Penalty: 53003.992188
Splitting cluster 1 changes total score from -70756272.000000 to -70755600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (42461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Entering Unmasked Estep 
Score: -4744096.000000 Penalty: 2642.772705
	Iteration 0F: 2 clusters Score -4744096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -4715326.000000 Penalty: 5285.545410
	Iteration 0F: 3 clusters Score -4715326 nChanged 19438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -4726022.500000 Penalty: 5285.545410
	Iteration 1F: 3 clusters Score -4726022 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -4726423.000000 Penalty: 5285.545410
	Iteration 2Q: 3 clusters Score -4726423 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -4726850.500000 Penalty: 5285.545410
	Iteration 3Q: 3 clusters Score -4726850 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -4727318.500000 Penalty: 5285.545410
	Iteration 4Q: 3 clusters Score -4727318 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -4727900.500000 Penalty: 5285.545410
	Iteration 5Q: 3 clusters Score -4727900 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -4728611.000000 Penalty: 5285.545410
	Iteration 6Q: 3 clusters Score -4728611 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -4729741.000000 Penalty: 5285.545410
	Iteration 7F: 3 clusters Score -4729741 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4731399.000000 Penalty: 5285.545410
	Iteration 8F: 3 clusters Score -4731399 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -4733517.500000 Penalty: 5285.545410
	Iteration 9F: 3 clusters Score -4733518 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -4736059.000000 Penalty: 5285.545410
	Iteration 10F: 3 clusters Score -4736059 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -4738474.500000 Penalty: 5285.545410
	Iteration 11F: 3 clusters Score -4738474 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4740209.000000 Penalty: 5285.545410
	Iteration 12Q: 3 clusters Score -4740209 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4741165.500000 Penalty: 5285.545410
	Iteration 13Q: 3 clusters Score -4741166 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4741586.000000 Penalty: 5285.545410
	Iteration 14Q: 3 clusters Score -4741586 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4741778.000000 Penalty: 5285.545410
	Iteration 15Q: 3 clusters Score -4741778 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4741859.000000 Penalty: 5285.545410
	Iteration 16Q: 3 clusters Score -4741859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4741916.000000 Penalty: 5285.545410
	Iteration 17Q: 3 clusters Score -4741916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4741940.000000 Penalty: 5285.545410
	Iteration 18Q: 3 clusters Score -4741940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4741951.500000 Penalty: 5285.545410
	Iteration 19Q: 3 clusters Score -4741952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4741974.500000 Penalty: 5285.545410
	Iteration 20F: 3 clusters Score -4741974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4741985.000000 Penalty: 5285.545410
	Iteration 21Q: 3 clusters Score -4741985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4741987.000000 Penalty: 5285.545410
	Iteration 22Q: 3 clusters Score -4741987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4741993.000000 Penalty: 5285.545410
	Iteration 23Q: 3 clusters Score -4741993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4741994.000000 Penalty: 5285.545410
	Iteration 24Q: 3 clusters Score -4741994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4741994.000000 Penalty: 5285.545410
	Iteration 25F: 3 clusters Score -4741994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -112643.117188 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -112643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -110731.507812 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -110731.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -111028.234375 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -111028.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -111094.812500 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -111094.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111126.585938 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -111126.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111143.351562 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -111143.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111151.992188 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -111152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -111154.820312 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -111154.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -111166.039062 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -111166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111172.562500 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -111172.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111181.796875 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -111181.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111183.593750 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -111183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -111183.968750 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -111184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111184.921875 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -111184.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -111186.968750 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -111187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111190.781250 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -111190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -111192.742188 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -111192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111195.617188 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -111195.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111198.726562 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -111198.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111210.093750 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -111210.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111221.195312 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -111221.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -111233.007812 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -111233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -111249.132812 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -111249.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -111260.859375 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -111260.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111273.062500 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -111273.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111282.976562 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -111283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -111299.906250 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -111299.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -111340.523438 Penalty: 3438.010010
	Iteration 26Q: 3 clusters Score -111340.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -111390.343750 Penalty: 3438.010010
	Iteration 27Q: 3 clusters Score -111390.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -111472.804688 Penalty: 3438.010010
	Iteration 28Q: 3 clusters Score -111472.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -111628.679688 Penalty: 3438.010010
	Iteration 29Q: 3 clusters Score -111628.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -111935.921875 Penalty: 3438.010010
	Iteration 30F: 3 clusters Score -111935.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -112575.281250 Penalty: 3438.010010
	Iteration 31F: 3 clusters Score -112575.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -112732.046875 Penalty: 3438.010010
	Iteration 32Q: 3 clusters Score -112732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -112835.164062 Penalty: 3438.010010
	Iteration 33Q: 3 clusters Score -112835.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -112913.273438 Penalty: 3438.010010
	Iteration 34Q: 3 clusters Score -112913.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -112984.703125 Penalty: 3438.010010
	Iteration 35Q: 3 clusters Score -112984.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -113018.632812 Penalty: 3438.010010
	Iteration 36Q: 3 clusters Score -113018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -113026.414062 Penalty: 3438.010010
	Iteration 37Q: 3 clusters Score -113026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -113055.445312 Penalty: 3438.010010
	Iteration 38Q: 3 clusters Score -113055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -113068.898438 Penalty: 3438.010010
	Iteration 39Q: 3 clusters Score -113068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -113068.898438 Penalty: 3438.010010
	Iteration 40F: 3 clusters Score -113068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 42461 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16891 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 22092 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324855 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161858 members 
Mstep: Class 16 contains 205 members 
Entering Unmasked Estep 
Score: -70755128.000000 Penalty: 53003.992188
Splitting cluster 3 changes total score from -70756272.000000 to -70755128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -480982.343750 Penalty: 2083.084717
	Iteration 0F: 2 clusters Score -480982.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -476858.718750 Penalty: 4166.169434
	Iteration 0F: 3 clusters Score -476858.7 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -477894.312500 Penalty: 4166.169434
	Iteration 1F: 3 clusters Score -477894.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -478301.312500 Penalty: 4166.169434
	Iteration 2F: 3 clusters Score -478301.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -478793.656250 Penalty: 4166.169434
	Iteration 3F: 3 clusters Score -478793.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -479167.218750 Penalty: 4166.169434
	Iteration 4F: 3 clusters Score -479167.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -479461.531250 Penalty: 4166.169434
	Iteration 5F: 3 clusters Score -479461.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -479706.906250 Penalty: 4166.169434
	Iteration 6F: 3 clusters Score -479706.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -479924.343750 Penalty: 4166.169434
	Iteration 7F: 3 clusters Score -479924.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -480144.531250 Penalty: 4166.169434
	Iteration 8Q: 3 clusters Score -480144.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -480290.437500 Penalty: 4166.169434
	Iteration 9Q: 3 clusters Score -480290.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -480394.375000 Penalty: 4166.169434
	Iteration 10Q: 3 clusters Score -480394.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -480478.718750 Penalty: 4166.169434
	Iteration 11Q: 3 clusters Score -480478.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -480553.906250 Penalty: 4166.169434
	Iteration 12Q: 3 clusters Score -480553.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -480618.937500 Penalty: 4166.169434
	Iteration 13Q: 3 clusters Score -480618.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -480673.156250 Penalty: 4166.169434
	Iteration 14Q: 3 clusters Score -480673.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -480698.906250 Penalty: 4166.169434
	Iteration 15Q: 3 clusters Score -480698.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -480715.593750 Penalty: 4166.169434
	Iteration 16Q: 3 clusters Score -480715.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -480743.781250 Penalty: 4166.169434
	Iteration 17Q: 3 clusters Score -480743.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -480778.500000 Penalty: 4166.169434
	Iteration 18Q: 3 clusters Score -480778.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -480809.031250 Penalty: 4166.169434
	Iteration 19Q: 3 clusters Score -480809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -480824.437500 Penalty: 4166.169434
	Iteration 20F: 3 clusters Score -480824.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -480836.968750 Penalty: 4166.169434
	Iteration 21Q: 3 clusters Score -480837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -480853.156250 Penalty: 4166.169434
	Iteration 22Q: 3 clusters Score -480853.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -480876.031250 Penalty: 4166.169434
	Iteration 23Q: 3 clusters Score -480876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -480891.687500 Penalty: 4166.169434
	Iteration 24Q: 3 clusters Score -480891.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -480904.968750 Penalty: 4166.169434
	Iteration 25Q: 3 clusters Score -480905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -480919.812500 Penalty: 4166.169434
	Iteration 26Q: 3 clusters Score -480919.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -480938.437500 Penalty: 4166.169434
	Iteration 27Q: 3 clusters Score -480938.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -480953.312500 Penalty: 4166.169434
	Iteration 28Q: 3 clusters Score -480953.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -480973.218750 Penalty: 4166.169434
	Iteration 29Q: 3 clusters Score -480973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -480990.375000 Penalty: 4166.169434
	Iteration 30Q: 3 clusters Score -480990.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -481013.593750 Penalty: 4166.169434
	Iteration 31Q: 3 clusters Score -481013.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -481038.156250 Penalty: 4166.169434
	Iteration 32Q: 3 clusters Score -481038.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -481060.218750 Penalty: 4166.169434
	Iteration 33Q: 3 clusters Score -481060.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -481077.812500 Penalty: 4166.169434
	Iteration 34Q: 3 clusters Score -481077.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -481096.500000 Penalty: 4166.169434
	Iteration 35Q: 3 clusters Score -481096.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -481111.437500 Penalty: 4166.169434
	Iteration 36Q: 3 clusters Score -481111.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -481123.343750 Penalty: 4166.169434
	Iteration 37Q: 3 clusters Score -481123.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -481145.781250 Penalty: 4166.169434
	Iteration 38Q: 3 clusters Score -481145.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -481164.250000 Penalty: 4166.169434
	Iteration 39Q: 3 clusters Score -481164.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -481189.281250 Penalty: 4166.169434
	Iteration 40F: 3 clusters Score -481189.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -481206.281250 Penalty: 4166.169434
	Iteration 41Q: 3 clusters Score -481206.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -481247.843750 Penalty: 4166.169434
	Iteration 42Q: 3 clusters Score -481247.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -481294.718750 Penalty: 4166.169434
	Iteration 43Q: 3 clusters Score -481294.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -481320.687500 Penalty: 4166.169434
	Iteration 44Q: 3 clusters Score -481320.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -481358.031250 Penalty: 4166.169434
	Iteration 45Q: 3 clusters Score -481358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -481363.125000 Penalty: 4166.169434
	Iteration 46Q: 3 clusters Score -481363.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -481363.125000 Penalty: 4166.169434
	Iteration 47F: 3 clusters Score -481363.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 42461 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16891 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 22092 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324855 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161858 members 
Mstep: Class 16 contains 283 members 
Entering Unmasked Estep 
Score: -70755432.000000 Penalty: 53003.992188
Splitting cluster 4 changes total score from -70756272.000000 to -70755432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -106938.093750 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -106938.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105013.984375 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -105014 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -105340.625000 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -105340.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -105460.273438 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -105460.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105590.445312 Penalty: 3420.760254
	Iteration 3F: 3 clusters Score -105590.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -105732.320312 Penalty: 3420.760254
	Iteration 4F: 3 clusters Score -105732.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -106030.296875 Penalty: 3420.760254
	Iteration 5F: 3 clusters Score -106030.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -106271.273438 Penalty: 3420.760254
	Iteration 6F: 3 clusters Score -106271.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -106586.671875 Penalty: 3420.760254
	Iteration 7F: 3 clusters Score -106586.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -107329.835938 Penalty: 3420.760254
	Iteration 8F: 3 clusters Score -107329.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -107490.796875 Penalty: 3420.760254
	Iteration 9F: 3 clusters Score -107490.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -107564.921875 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -107564.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -107593.578125 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -107593.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -107610.789062 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -107610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -107618.117188 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -107618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -107618.117188 Penalty: 3420.760254
	Iteration 14F: 3 clusters Score -107618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 42461 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 211 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16891 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 22092 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324855 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161858 members 
Mstep: Class 16 contains 778 members 
Entering Unmasked Estep 
Score: -70755560.000000 Penalty: 53003.992188
Splitting cluster 5 changes total score from -70756272.000000 to -70755560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -128878.976562 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -128879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -126768.421875 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -126768.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -127160.703125 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -127160.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -127368.320312 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -127368.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -127654.156250 Penalty: 3523.655518
	Iteration 3F: 3 clusters Score -127654.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -128033.828125 Penalty: 3523.655518
	Iteration 4F: 3 clusters Score -128033.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -128389.312500 Penalty: 3523.655518
	Iteration 5F: 3 clusters Score -128389.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -128629.656250 Penalty: 3523.655518
	Iteration 6F: 3 clusters Score -128629.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -128854.078125 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -128854.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -128994.203125 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -128994.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -129093.625000 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -129093.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -129140.875000 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -129140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -129153.023438 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -129153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -129162.625000 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -129162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -129177.695312 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -129177.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -129184.000000 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -129184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -129184.000000 Penalty: 3523.655518
	Iteration 15F: 3 clusters Score -129184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 42461 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 16891 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 22092 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324855 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161858 members 
Mstep: Class 16 contains 710 members 
Entering Unmasked Estep 
Score: -70755072.000000 Penalty: 53003.992188
Splitting cluster 6 changes total score from -70756272.000000 to -70755072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (16891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Entering Unmasked Estep 
Score: -1956332.750000 Penalty: 2414.165039
	Iteration 0F: 2 clusters Score -1956333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1944289.250000 Penalty: 4828.330078
	Iteration 0F: 3 clusters Score -1944289 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1948142.000000 Penalty: 4828.330078
	Iteration 1F: 3 clusters Score -1948142 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1948484.500000 Penalty: 4828.330078
	Iteration 2F: 3 clusters Score -1948484 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1948744.000000 Penalty: 4828.330078
	Iteration 3Q: 3 clusters Score -1948744 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1948970.875000 Penalty: 4828.330078
	Iteration 4Q: 3 clusters Score -1948971 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1949187.750000 Penalty: 4828.330078
	Iteration 5Q: 3 clusters Score -1949188 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1949413.750000 Penalty: 4828.330078
	Iteration 6Q: 3 clusters Score -1949414 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1949642.250000 Penalty: 4828.330078
	Iteration 7Q: 3 clusters Score -1949642 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1949895.500000 Penalty: 4828.330078
	Iteration 8Q: 3 clusters Score -1949896 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1950183.250000 Penalty: 4828.330078
	Iteration 9Q: 3 clusters Score -1950183 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1950552.125000 Penalty: 4828.330078
	Iteration 10Q: 3 clusters Score -1950552 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1951052.375000 Penalty: 4828.330078
	Iteration 11Q: 3 clusters Score -1951052 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1951594.000000 Penalty: 4828.330078
	Iteration 12Q: 3 clusters Score -1951594 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1952022.250000 Penalty: 4828.330078
	Iteration 13Q: 3 clusters Score -1952022 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1952395.750000 Penalty: 4828.330078
	Iteration 14Q: 3 clusters Score -1952396 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1952686.125000 Penalty: 4828.330078
	Iteration 15Q: 3 clusters Score -1952686 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1952874.625000 Penalty: 4828.330078
	Iteration 16Q: 3 clusters Score -1952875 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1952989.875000 Penalty: 4828.330078
	Iteration 17Q: 3 clusters Score -1952990 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1953056.375000 Penalty: 4828.330078
	Iteration 18Q: 3 clusters Score -1953056 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1953095.875000 Penalty: 4828.330078
	Iteration 19Q: 3 clusters Score -1953096 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1953123.000000 Penalty: 4828.330078
	Iteration 20F: 3 clusters Score -1953123 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1953148.375000 Penalty: 4828.330078
	Iteration 21Q: 3 clusters Score -1953148 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1953175.375000 Penalty: 4828.330078
	Iteration 22Q: 3 clusters Score -1953175 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1953193.375000 Penalty: 4828.330078
	Iteration 23Q: 3 clusters Score -1953193 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1953219.000000 Penalty: 4828.330078
	Iteration 24Q: 3 clusters Score -1953219 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1953227.125000 Penalty: 4828.330078
	Iteration 25Q: 3 clusters Score -1953227 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1953247.750000 Penalty: 4828.330078
	Iteration 26Q: 3 clusters Score -1953248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1953262.625000 Penalty: 4828.330078
	Iteration 27Q: 3 clusters Score -1953263 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1953283.750000 Penalty: 4828.330078
	Iteration 28Q: 3 clusters Score -1953284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1953304.125000 Penalty: 4828.330078
	Iteration 29Q: 3 clusters Score -1953304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1953320.125000 Penalty: 4828.330078
	Iteration 30Q: 3 clusters Score -1953320 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1953339.875000 Penalty: 4828.330078
	Iteration 31Q: 3 clusters Score -1953340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1953356.750000 Penalty: 4828.330078
	Iteration 32Q: 3 clusters Score -1953357 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1953359.875000 Penalty: 4828.330078
	Iteration 33Q: 3 clusters Score -1953360 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1953371.250000 Penalty: 4828.330078
	Iteration 34Q: 3 clusters Score -1953371 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1953387.750000 Penalty: 4828.330078
	Iteration 35Q: 3 clusters Score -1953388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1953395.375000 Penalty: 4828.330078
	Iteration 36Q: 3 clusters Score -1953395 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1953405.375000 Penalty: 4828.330078
	Iteration 37Q: 3 clusters Score -1953405 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1953418.500000 Penalty: 4828.330078
	Iteration 38Q: 3 clusters Score -1953418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1953434.250000 Penalty: 4828.330078
	Iteration 39Q: 3 clusters Score -1953434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1953447.500000 Penalty: 4828.330078
	Iteration 40F: 3 clusters Score -1953448 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1953450.375000 Penalty: 4828.330078
	Iteration 41Q: 3 clusters Score -1953450 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1953454.625000 Penalty: 4828.330078
	Iteration 42Q: 3 clusters Score -1953455 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1953469.875000 Penalty: 4828.330078
	Iteration 43Q: 3 clusters Score -1953470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1953478.875000 Penalty: 4828.330078
	Iteration 44Q: 3 clusters Score -1953479 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1953482.500000 Penalty: 4828.330078
	Iteration 45Q: 3 clusters Score -1953482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1953485.125000 Penalty: 4828.330078
	Iteration 46Q: 3 clusters Score -1953485 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1953496.000000 Penalty: 4828.330078
	Iteration 47Q: 3 clusters Score -1953496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1953506.625000 Penalty: 4828.330078
	Iteration 48Q: 3 clusters Score -1953507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1953509.750000 Penalty: 4828.330078
	Iteration 49Q: 3 clusters Score -1953510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1953512.625000 Penalty: 4828.330078
	Iteration 50Q: 3 clusters Score -1953513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1953520.125000 Penalty: 4828.330078
	Iteration 51Q: 3 clusters Score -1953520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1953523.125000 Penalty: 4828.330078
	Iteration 52Q: 3 clusters Score -1953523 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1953529.250000 Penalty: 4828.330078
	Iteration 53Q: 3 clusters Score -1953529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1953534.750000 Penalty: 4828.330078
	Iteration 54Q: 3 clusters Score -1953535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1953537.875000 Penalty: 4828.330078
	Iteration 55Q: 3 clusters Score -1953538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1953540.875000 Penalty: 4828.330078
	Iteration 56Q: 3 clusters Score -1953541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1953545.250000 Penalty: 4828.330078
	Iteration 57Q: 3 clusters Score -1953545 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1953553.875000 Penalty: 4828.330078
	Iteration 58Q: 3 clusters Score -1953554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 5605 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 5556 members 
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Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 5527 members 
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	Iteration 63Q: 3 clusters Score -1953574 nChanged 43
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Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 5400 members 
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Mstep: Class 1 contains 11513 members 
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	Iteration 67Q: 3 clusters Score -1953593 nChanged 23
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Mstep: Class 1 contains 11536 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1953591 nChanged 29
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Mstep: Class 1 contains 11563 members 
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	Iteration 69Q: 3 clusters Score -1953597 nChanged 32
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Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11644 members 
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	Iteration 73Q: 3 clusters Score -1953604 nChanged 23
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Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1953613 nChanged 30
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11755 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5070 members 
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Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1953645 nChanged 47
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Mstep: Class 1 contains 11910 members 
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Mstep: Class 1 contains 11952 members 
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	Iteration 82Q: 3 clusters Score -1953654 nChanged 46
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Mstep: Class 2 contains 4893 members 
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Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 4844 members 
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	Iteration 85Q: 3 clusters Score -1953681 nChanged 47
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Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 4749 members 
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	Iteration 86Q: 3 clusters Score -1953691 nChanged 39
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Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4710 members 
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	Iteration 87Q: 3 clusters Score -1953694 nChanged 50
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Mstep: Class 2 contains 4660 members 
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	Iteration 88Q: 3 clusters Score -1953702 nChanged 52
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Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 4608 members 
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Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 4556 members 
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	Iteration 90Q: 3 clusters Score -1953722 nChanged 47
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Mstep: Class 1 contains 12380 members 
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	Iteration 91Q: 3 clusters Score -1953731 nChanged 43
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Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4468 members 
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Mstep: Class 1 contains 12455 members 
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	Iteration 93Q: 3 clusters Score -1953741 nChanged 33
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Mstep: Class 1 contains 12526 members 
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	Iteration 95Q: 3 clusters Score -1953752 nChanged 36
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Mstep: Class 1 contains 12592 members 
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	Iteration 97Q: 3 clusters Score -1953766 nChanged 34
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Mstep: Class 1 contains 12626 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 4241 members 
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	Iteration 99Q: 3 clusters Score -1953778 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 4213 members 
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	Iteration 100F: 3 clusters Score -1953783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 4186 members 
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	Iteration 101Q: 3 clusters Score -1953784 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
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	Iteration 102Q: 3 clusters Score -1953789 nChanged 20
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Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 4135 members 
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Mstep: Class 1 contains 12780 members 
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	Iteration 104Q: 3 clusters Score -1953798 nChanged 27
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Mstep: Class 1 contains 12807 members 
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	Iteration 105Q: 3 clusters Score -1953805 nChanged 21
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	Iteration 108Q: 3 clusters Score -1953817 nChanged 21
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	Iteration 109Q: 3 clusters Score -1953815 nChanged 20
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	Iteration 111Q: 3 clusters Score -1953819 nChanged 24
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	Iteration 113Q: 3 clusters Score -1953829 nChanged 42
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	Iteration 114Q: 3 clusters Score -1953832 nChanged 41
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Mstep: Class 2 contains 3751 members 
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Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1953863 nChanged 40
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Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1953873 nChanged 32
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Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1953880 nChanged 37
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1953889 nChanged 27
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	Iteration 122Q: 3 clusters Score -1953894 nChanged 21
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	Iteration 123Q: 3 clusters Score -1953898 nChanged 16
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Mstep: Class 1 contains 13346 members 
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	Iteration 124Q: 3 clusters Score -1953895 nChanged 21
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Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 3524 members 
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	Iteration 125Q: 3 clusters Score -1953898 nChanged 22
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Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1953905 nChanged 21
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Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1953910 nChanged 23
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Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1953913 nChanged 29
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Mstep: Class 1 contains 13458 members 
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	Iteration 129Q: 3 clusters Score -1953920 nChanged 32
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Mstep: Class 1 contains 13490 members 
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	Iteration 130Q: 3 clusters Score -1953919 nChanged 25
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Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 3376 members 
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	Iteration 131Q: 3 clusters Score -1953924 nChanged 24
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Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 3352 members 
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	Iteration 132Q: 3 clusters Score -1953929 nChanged 20
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Mstep: Class 1 contains 13559 members 
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	Iteration 133Q: 3 clusters Score -1953934 nChanged 20
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Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 3312 members 
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	Iteration 134Q: 3 clusters Score -1953936 nChanged 18
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Mstep: Class 1 contains 13597 members 
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Entering Unmasked Estep 
Score: -1953943.500000 Penalty: 4828.330078
	Iteration 135Q: 3 clusters Score -1953944 nChanged 16
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Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 3278 members 
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	Iteration 136Q: 3 clusters Score -1953945 nChanged 15
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Mstep: Class 1 contains 13628 members 
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	Iteration 137Q: 3 clusters Score -1953950 nChanged 15
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Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1953951.500000 Penalty: 4828.330078
	Iteration 138Q: 3 clusters Score -1953952 nChanged 17
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Mstep: Class 1 contains 13660 members 
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	Iteration 139Q: 3 clusters Score -1953958 nChanged 17
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Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 3214 members 
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	Iteration 140F: 3 clusters Score -1953958 nChanged 14
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Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 3202 members 
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	Iteration 141Q: 3 clusters Score -1953958 nChanged 14
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Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1953961.750000 Penalty: 4828.330078
	Iteration 142Q: 3 clusters Score -1953962 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1953963 nChanged 19
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Mstep: Class 1 contains 13732 members 
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	Iteration 144Q: 3 clusters Score -1953963 nChanged 14
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Mstep: Class 1 contains 13746 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1953971 nChanged 9
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Mstep: Class 1 contains 13755 members 
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	Iteration 146Q: 3 clusters Score -1953970 nChanged 14
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Mstep: Class 1 contains 13767 members 
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	Iteration 147Q: 3 clusters Score -1953971 nChanged 16
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Mstep: Class 1 contains 13783 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1953975 nChanged 15
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Mstep: Class 1 contains 13796 members 
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Entering Unmasked Estep 
Score: -1953978.625000 Penalty: 4828.330078
	Iteration 149Q: 3 clusters Score -1953979 nChanged 4
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Mstep: Class 1 contains 13798 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1953978 nChanged 5
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Mstep: Class 1 contains 13803 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1953982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1953981.250000 Penalty: 4828.330078
	Iteration 152Q: 3 clusters Score -1953981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1953980.625000 Penalty: 4828.330078
	Iteration 153Q: 3 clusters Score -1953981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1953983.375000 Penalty: 4828.330078
	Iteration 154Q: 3 clusters Score -1953983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1953986.125000 Penalty: 4828.330078
	Iteration 155Q: 3 clusters Score -1953986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1953988.875000 Penalty: 4828.330078
	Iteration 156Q: 3 clusters Score -1953989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1953986.000000 Penalty: 4828.330078
	Iteration 157Q: 3 clusters Score -1953986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1953986.125000 Penalty: 4828.330078
	Iteration 158Q: 3 clusters Score -1953986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1953986.125000 Penalty: 4828.330078
	Iteration 159F: 3 clusters Score -1953986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -110705.984375 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -110706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -108757.015625 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -108757 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -109288.781250 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -109288.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -109432.304688 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -109432.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -109562.578125 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -109562.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -109729.078125 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -109729.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -109883.664062 Penalty: 3496.860840
	Iteration 5F: 3 clusters Score -109883.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -110017.156250 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -110017.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -110161.421875 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -110161.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -110387.757812 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -110387.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -110673.625000 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -110673.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -111076.515625 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -111076.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -111205.007812 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -111205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -111233.250000 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -111233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -111234.812500 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -111234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -111234.812500 Penalty: 3496.860840
	Iteration 14F: 3 clusters Score -111234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 42461 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16891 members 
Mstep: Class 8 contains 373 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 22092 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324855 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161858 members 
Mstep: Class 16 contains 780 members 
Entering Unmasked Estep 
Score: -70755264.000000 Penalty: 53003.992188
Splitting cluster 8 changes total score from -70756272.000000 to -70755264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (8416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Entering Unmasked Estep 
Score: -969988.187500 Penalty: 2241.396484
	Iteration 0F: 2 clusters Score -969988.2 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 4274 members 
Entering Unmasked Estep 
Score: -963344.562500 Penalty: 4482.792969
	Iteration 0F: 3 clusters Score -963344.6 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -965458.500000 Penalty: 4482.792969
	Iteration 1F: 3 clusters Score -965458.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -966005.000000 Penalty: 4482.792969
	Iteration 2F: 3 clusters Score -966005 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -966537.812500 Penalty: 4482.792969
	Iteration 3F: 3 clusters Score -966537.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -967081.250000 Penalty: 4482.792969
	Iteration 4F: 3 clusters Score -967081.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -967640.812500 Penalty: 4482.792969
	Iteration 5F: 3 clusters Score -967640.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -968163.437500 Penalty: 4482.792969
	Iteration 6F: 3 clusters Score -968163.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -968569.062500 Penalty: 4482.792969
	Iteration 7F: 3 clusters Score -968569.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -968856.437500 Penalty: 4482.792969
	Iteration 8Q: 3 clusters Score -968856.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -969041.687500 Penalty: 4482.792969
	Iteration 9Q: 3 clusters Score -969041.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -969160.625000 Penalty: 4482.792969
	Iteration 10Q: 3 clusters Score -969160.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -969235.187500 Penalty: 4482.792969
	Iteration 11Q: 3 clusters Score -969235.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -969288.000000 Penalty: 4482.792969
	Iteration 12Q: 3 clusters Score -969288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -969324.750000 Penalty: 4482.792969
	Iteration 13Q: 3 clusters Score -969324.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -969349.875000 Penalty: 4482.792969
	Iteration 14Q: 3 clusters Score -969349.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -969370.125000 Penalty: 4482.792969
	Iteration 15Q: 3 clusters Score -969370.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -969375.187500 Penalty: 4482.792969
	Iteration 16Q: 3 clusters Score -969375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -969380.062500 Penalty: 4482.792969
	Iteration 17Q: 3 clusters Score -969380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -969379.937500 Penalty: 4482.792969
	Iteration 18Q: 3 clusters Score -969379.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -969379.937500 Penalty: 4482.792969
	Iteration 19F: 3 clusters Score -969379.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Entering Unmasked Estep 
Score: -2538567.500000 Penalty: 2480.736816
	Iteration 0F: 2 clusters Score -2538568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2523149.000000 Penalty: 4961.473633
	Iteration 0F: 3 clusters Score -2523149 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2528216.500000 Penalty: 4961.473633
	Iteration 1F: 3 clusters Score -2528216 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2528647.250000 Penalty: 4961.473633
	Iteration 2F: 3 clusters Score -2528647 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2529034.250000 Penalty: 4961.473633
	Iteration 3Q: 3 clusters Score -2529034 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2529421.750000 Penalty: 4961.473633
	Iteration 4Q: 3 clusters Score -2529422 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2529800.500000 Penalty: 4961.473633
	Iteration 5Q: 3 clusters Score -2529800 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2530296.000000 Penalty: 4961.473633
	Iteration 6Q: 3 clusters Score -2530296 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2530819.500000 Penalty: 4961.473633
	Iteration 7Q: 3 clusters Score -2530820 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2531422.000000 Penalty: 4961.473633
	Iteration 8Q: 3 clusters Score -2531422 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2532058.000000 Penalty: 4961.473633
	Iteration 9Q: 3 clusters Score -2532058 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2532813.500000 Penalty: 4961.473633
	Iteration 10Q: 3 clusters Score -2532814 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2533565.000000 Penalty: 4961.473633
	Iteration 11Q: 3 clusters Score -2533565 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2534096.500000 Penalty: 4961.473633
	Iteration 12Q: 3 clusters Score -2534096 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2534418.000000 Penalty: 4961.473633
	Iteration 13Q: 3 clusters Score -2534418 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2534642.000000 Penalty: 4961.473633
	Iteration 14Q: 3 clusters Score -2534642 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2534803.750000 Penalty: 4961.473633
	Iteration 15Q: 3 clusters Score -2534804 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2534931.000000 Penalty: 4961.473633
	Iteration 16Q: 3 clusters Score -2534931 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2535031.750000 Penalty: 4961.473633
	Iteration 17Q: 3 clusters Score -2535032 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2535153.500000 Penalty: 4961.473633
	Iteration 18Q: 3 clusters Score -2535154 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2535254.250000 Penalty: 4961.473633
	Iteration 19Q: 3 clusters Score -2535254 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2535357.750000 Penalty: 4961.473633
	Iteration 20F: 3 clusters Score -2535358 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2535442.500000 Penalty: 4961.473633
	Iteration 21Q: 3 clusters Score -2535442 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2535525.250000 Penalty: 4961.473633
	Iteration 22Q: 3 clusters Score -2535525 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2535633.500000 Penalty: 4961.473633
	Iteration 23Q: 3 clusters Score -2535634 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2535747.000000 Penalty: 4961.473633
	Iteration 24Q: 3 clusters Score -2535747 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2535871.500000 Penalty: 4961.473633
	Iteration 25Q: 3 clusters Score -2535872 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2535966.000000 Penalty: 4961.473633
	Iteration 26Q: 3 clusters Score -2535966 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2536070.000000 Penalty: 4961.473633
	Iteration 27Q: 3 clusters Score -2536070 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2536139.500000 Penalty: 4961.473633
	Iteration 28Q: 3 clusters Score -2536140 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2536200.000000 Penalty: 4961.473633
	Iteration 29Q: 3 clusters Score -2536200 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2536248.750000 Penalty: 4961.473633
	Iteration 30Q: 3 clusters Score -2536249 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2536301.250000 Penalty: 4961.473633
	Iteration 31Q: 3 clusters Score -2536301 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2536353.500000 Penalty: 4961.473633
	Iteration 32Q: 3 clusters Score -2536354 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2536407.250000 Penalty: 4961.473633
	Iteration 33Q: 3 clusters Score -2536407 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2536441.750000 Penalty: 4961.473633
	Iteration 34Q: 3 clusters Score -2536442 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2536472.000000 Penalty: 4961.473633
	Iteration 35Q: 3 clusters Score -2536472 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2536512.000000 Penalty: 4961.473633
	Iteration 36Q: 3 clusters Score -2536512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2536539.750000 Penalty: 4961.473633
	Iteration 37Q: 3 clusters Score -2536540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2536570.000000 Penalty: 4961.473633
	Iteration 38Q: 3 clusters Score -2536570 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2536599.000000 Penalty: 4961.473633
	Iteration 39Q: 3 clusters Score -2536599 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2536616.500000 Penalty: 4961.473633
	Iteration 40F: 3 clusters Score -2536616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2536627.750000 Penalty: 4961.473633
	Iteration 41Q: 3 clusters Score -2536628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2536636.750000 Penalty: 4961.473633
	Iteration 42Q: 3 clusters Score -2536637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2536650.000000 Penalty: 4961.473633
	Iteration 43Q: 3 clusters Score -2536650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2536654.250000 Penalty: 4961.473633
	Iteration 44Q: 3 clusters Score -2536654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2536665.500000 Penalty: 4961.473633
	Iteration 45Q: 3 clusters Score -2536666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2536670.250000 Penalty: 4961.473633
	Iteration 46Q: 3 clusters Score -2536670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2536671.500000 Penalty: 4961.473633
	Iteration 47Q: 3 clusters Score -2536672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2536682.250000 Penalty: 4961.473633
	Iteration 48Q: 3 clusters Score -2536682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2536692.000000 Penalty: 4961.473633
	Iteration 49Q: 3 clusters Score -2536692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2536697.250000 Penalty: 4961.473633
	Iteration 50Q: 3 clusters Score -2536697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2536705.000000 Penalty: 4961.473633
	Iteration 51Q: 3 clusters Score -2536705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2536710.750000 Penalty: 4961.473633
	Iteration 52Q: 3 clusters Score -2536711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2536712.250000 Penalty: 4961.473633
	Iteration 53Q: 3 clusters Score -2536712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2536712.500000 Penalty: 4961.473633
	Iteration 54Q: 3 clusters Score -2536712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2536716.000000 Penalty: 4961.473633
	Iteration 55Q: 3 clusters Score -2536716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2536722.500000 Penalty: 4961.473633
	Iteration 56Q: 3 clusters Score -2536722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2536725.750000 Penalty: 4961.473633
	Iteration 57Q: 3 clusters Score -2536726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2536732.500000 Penalty: 4961.473633
	Iteration 58Q: 3 clusters Score -2536732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2536737.000000 Penalty: 4961.473633
	Iteration 59Q: 3 clusters Score -2536737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2536745.250000 Penalty: 4961.473633
	Iteration 60F: 3 clusters Score -2536745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2536742.000000 Penalty: 4961.473633
	Iteration 61Q: 3 clusters Score -2536742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2536746.500000 Penalty: 4961.473633
	Iteration 62Q: 3 clusters Score -2536746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2536747.750000 Penalty: 4961.473633
	Iteration 63Q: 3 clusters Score -2536748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2536752.500000 Penalty: 4961.473633
	Iteration 64Q: 3 clusters Score -2536752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2536751.250000 Penalty: 4961.473633
	Iteration 65Q: 3 clusters Score -2536751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2536748.500000 Penalty: 4961.473633
	Iteration 66Q: 3 clusters Score -2536748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2536747.500000 Penalty: 4961.473633
	Iteration 67Q: 3 clusters Score -2536748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2536749.500000 Penalty: 4961.473633
	Iteration 68Q: 3 clusters Score -2536750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2536746.750000 Penalty: 4961.473633
	Iteration 69Q: 3 clusters Score -2536747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2536754.000000 Penalty: 4961.473633
	Iteration 70Q: 3 clusters Score -2536754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2536758.500000 Penalty: 4961.473633
	Iteration 71Q: 3 clusters Score -2536758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2536763.250000 Penalty: 4961.473633
	Iteration 72Q: 3 clusters Score -2536763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2536762.750000 Penalty: 4961.473633
	Iteration 73Q: 3 clusters Score -2536763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2536769.250000 Penalty: 4961.473633
	Iteration 74Q: 3 clusters Score -2536769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2536775.000000 Penalty: 4961.473633
	Iteration 75Q: 3 clusters Score -2536775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2536776.000000 Penalty: 4961.473633
	Iteration 76Q: 3 clusters Score -2536776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2536776.000000 Penalty: 4961.473633
	Iteration 77F: 3 clusters Score -2536776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Entering Unmasked Estep 
Score: -2402363.000000 Penalty: 2465.421631
	Iteration 0F: 2 clusters Score -2402363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2387799.750000 Penalty: 4930.843262
	Iteration 0F: 3 clusters Score -2387800 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2392668.750000 Penalty: 4930.843262
	Iteration 1F: 3 clusters Score -2392669 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2393083.750000 Penalty: 4930.843262
	Iteration 2F: 3 clusters Score -2393084 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2393479.000000 Penalty: 4930.843262
	Iteration 3Q: 3 clusters Score -2393479 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2393961.750000 Penalty: 4930.843262
	Iteration 4Q: 3 clusters Score -2393962 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2394515.750000 Penalty: 4930.843262
	Iteration 5F: 3 clusters Score -2394516 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2395222.500000 Penalty: 4930.843262
	Iteration 6F: 3 clusters Score -2395222 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2396172.000000 Penalty: 4930.843262
	Iteration 7F: 3 clusters Score -2396172 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2397213.000000 Penalty: 4930.843262
	Iteration 8F: 3 clusters Score -2397213 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2398231.250000 Penalty: 4930.843262
	Iteration 9F: 3 clusters Score -2398231 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2399074.750000 Penalty: 4930.843262
	Iteration 10Q: 3 clusters Score -2399075 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2399663.250000 Penalty: 4930.843262
	Iteration 11Q: 3 clusters Score -2399663 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2400049.250000 Penalty: 4930.843262
	Iteration 12Q: 3 clusters Score -2400049 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2400291.750000 Penalty: 4930.843262
	Iteration 13Q: 3 clusters Score -2400292 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2400439.750000 Penalty: 4930.843262
	Iteration 14Q: 3 clusters Score -2400440 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2400538.000000 Penalty: 4930.843262
	Iteration 15Q: 3 clusters Score -2400538 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2400579.250000 Penalty: 4930.843262
	Iteration 16Q: 3 clusters Score -2400579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2400615.500000 Penalty: 4930.843262
	Iteration 17Q: 3 clusters Score -2400616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2400639.750000 Penalty: 4930.843262
	Iteration 18Q: 3 clusters Score -2400640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2400661.500000 Penalty: 4930.843262
	Iteration 19Q: 3 clusters Score -2400662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2400665.500000 Penalty: 4930.843262
	Iteration 20F: 3 clusters Score -2400666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2400668.750000 Penalty: 4930.843262
	Iteration 21Q: 3 clusters Score -2400669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2400669.500000 Penalty: 4930.843262
	Iteration 22Q: 3 clusters Score -2400670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2400674.750000 Penalty: 4930.843262
	Iteration 23Q: 3 clusters Score -2400675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2400676.250000 Penalty: 4930.843262
	Iteration 24Q: 3 clusters Score -2400676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2400676.250000 Penalty: 4930.843262
	Iteration 25Q: 3 clusters Score -2400676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2400676.500000 Penalty: 4930.843262
	Iteration 26Q: 3 clusters Score -2400676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2400677.750000 Penalty: 4930.843262
	Iteration 27Q: 3 clusters Score -2400678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2400676.750000 Penalty: 4930.843262
	Iteration 28Q: 3 clusters Score -2400677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2400676.750000 Penalty: 4930.843262
	Iteration 29Q: 3 clusters Score -2400677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2400676.750000 Penalty: 4930.843262
	Iteration 30F: 3 clusters Score -2400677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -112153.109375 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -112153.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -110183.304688 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -110183.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -110883.125000 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -110883.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -111442.851562 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -111442.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -111742.039062 Penalty: 3512.527344
	Iteration 3F: 3 clusters Score -111742 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -112027.640625 Penalty: 3512.527344
	Iteration 4F: 3 clusters Score -112027.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -112337.992188 Penalty: 3512.527344
	Iteration 5F: 3 clusters Score -112338 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -112591.023438 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -112591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -112719.195312 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -112719.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -112816.226562 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -112816.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112903.125000 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -112903.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113014.625000 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -113014.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -113059.023438 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -113059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -113080.750000 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -113080.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113097.390625 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -113097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113134.023438 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -113134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113164.015625 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -113164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113184.148438 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -113184.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113196.640625 Penalty: 3512.527344
	Iteration 17Q: 3 clusters Score -113196.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113203.625000 Penalty: 3512.527344
	Iteration 18Q: 3 clusters Score -113203.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113208.976562 Penalty: 3512.527344
	Iteration 19Q: 3 clusters Score -113209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -113225.195312 Penalty: 3512.527344
	Iteration 20F: 3 clusters Score -113225.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -113252.367188 Penalty: 3512.527344
	Iteration 21Q: 3 clusters Score -113252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -113267.609375 Penalty: 3512.527344
	Iteration 22Q: 3 clusters Score -113267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -113276.734375 Penalty: 3512.527344
	Iteration 23Q: 3 clusters Score -113276.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -113286.000000 Penalty: 3512.527344
	Iteration 24Q: 3 clusters Score -113286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113299.039062 Penalty: 3512.527344
	Iteration 25Q: 3 clusters Score -113299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113299.039062 Penalty: 3512.527344
	Iteration 26F: 3 clusters Score -113299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 42461 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16891 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 22092 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 324855 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161858 members 
Mstep: Class 16 contains 533 members 
Entering Unmasked Estep 
Score: -70755912.000000 Penalty: 53003.992188
Splitting cluster 12 changes total score from -70756272.000000 to -70755912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (324855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324855 members 
Entering Unmasked Estep 
Score: -36834384.000000 Penalty: 3147.401367
	Iteration 0F: 2 clusters Score -3.683438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162413 members 
Mstep: Class 2 contains 162442 members 
Entering Unmasked Estep 
Score: -36647332.000000 Penalty: 6294.802734
	Iteration 0F: 3 clusters Score -3.664733e+07 nChanged 157114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160093 members 
Mstep: Class 2 contains 164762 members 
Entering Unmasked Estep 
Score: -36739044.000000 Penalty: 6294.802734
	Iteration 1F: 3 clusters Score -3.673904e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158621 members 
Mstep: Class 2 contains 166234 members 
Entering Unmasked Estep 
Score: -36740160.000000 Penalty: 6294.802734
	Iteration 2Q: 3 clusters Score -3.674016e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156437 members 
Mstep: Class 2 contains 168418 members 
Entering Unmasked Estep 
Score: -36741752.000000 Penalty: 6294.802734
	Iteration 3Q: 3 clusters Score -3.674175e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153277 members 
Mstep: Class 2 contains 171578 members 
Entering Unmasked Estep 
Score: -36743404.000000 Penalty: 6294.802734
	Iteration 4Q: 3 clusters Score -3.67434e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148733 members 
Mstep: Class 2 contains 176122 members 
Entering Unmasked Estep 
Score: -36745892.000000 Penalty: 6294.802734
	Iteration 5Q: 3 clusters Score -3.674589e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142007 members 
Mstep: Class 2 contains 182848 members 
Entering Unmasked Estep 
Score: -36748872.000000 Penalty: 6294.802734
	Iteration 6Q: 3 clusters Score -3.674887e+07 nChanged 13208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132219 members 
Mstep: Class 2 contains 192636 members 
Entering Unmasked Estep 
Score: -36753300.000000 Penalty: 6294.802734
	Iteration 7Q: 3 clusters Score -3.67533e+07 nChanged 16250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118471 members 
Mstep: Class 2 contains 206384 members 
Entering Unmasked Estep 
Score: -36759908.000000 Penalty: 6294.802734
	Iteration 8F: 3 clusters Score -3.675991e+07 nChanged 19722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100529 members 
Mstep: Class 2 contains 224326 members 
Entering Unmasked Estep 
Score: -36770612.000000 Penalty: 6294.802734
	Iteration 9F: 3 clusters Score -3.677061e+07 nChanged 23151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 246291 members 
Entering Unmasked Estep 
Score: -36785352.000000 Penalty: 6294.802734
	Iteration 10F: 3 clusters Score -3.678535e+07 nChanged 23411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 269006 members 
Entering Unmasked Estep 
Score: -36800120.000000 Penalty: 6294.802734
	Iteration 11F: 3 clusters Score -3.680012e+07 nChanged 18921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 287489 members 
Entering Unmasked Estep 
Score: -36812428.000000 Penalty: 6294.802734
	Iteration 12F: 3 clusters Score -3.681243e+07 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 299819 members 
Entering Unmasked Estep 
Score: -36820908.000000 Penalty: 6294.802734
	Iteration 13Q: 3 clusters Score -3.682091e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 306983 members 
Entering Unmasked Estep 
Score: -36825468.000000 Penalty: 6294.802734
	Iteration 14Q: 3 clusters Score -3.682547e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 311106 members 
Entering Unmasked Estep 
Score: -36827492.000000 Penalty: 6294.802734
	Iteration 15Q: 3 clusters Score -3.682749e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 313841 members 
Entering Unmasked Estep 
Score: -36828924.000000 Penalty: 6294.802734
	Iteration 16Q: 3 clusters Score -3.682892e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 315782 members 
Entering Unmasked Estep 
Score: -36829496.000000 Penalty: 6294.802734
	Iteration 17Q: 3 clusters Score -3.68295e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 317153 members 
Entering Unmasked Estep 
Score: -36829820.000000 Penalty: 6294.802734
	Iteration 18Q: 3 clusters Score -3.682982e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 318245 members 
Entering Unmasked Estep 
Score: -36830276.000000 Penalty: 6294.802734
	Iteration 19Q: 3 clusters Score -3.683028e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 319141 members 
Entering Unmasked Estep 
Score: -36830512.000000 Penalty: 6294.802734
	Iteration 20F: 3 clusters Score -3.683051e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 319812 members 
Entering Unmasked Estep 
Score: -36830740.000000 Penalty: 6294.802734
	Iteration 21Q: 3 clusters Score -3.683074e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 320373 members 
Entering Unmasked Estep 
Score: -36830936.000000 Penalty: 6294.802734
	Iteration 22Q: 3 clusters Score -3.683094e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 320820 members 
Entering Unmasked Estep 
Score: -36831104.000000 Penalty: 6294.802734
	Iteration 23Q: 3 clusters Score -3.68311e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 321193 members 
Entering Unmasked Estep 
Score: -36831344.000000 Penalty: 6294.802734
	Iteration 24Q: 3 clusters Score -3.683134e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 321481 members 
Entering Unmasked Estep 
Score: -36831476.000000 Penalty: 6294.802734
	Iteration 25Q: 3 clusters Score -3.683148e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 321707 members 
Entering Unmasked Estep 
Score: -36831624.000000 Penalty: 6294.802734
	Iteration 26Q: 3 clusters Score -3.683162e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 321906 members 
Entering Unmasked Estep 
Score: -36831648.000000 Penalty: 6294.802734
	Iteration 27Q: 3 clusters Score -3.683165e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 322091 members 
Entering Unmasked Estep 
Score: -36831772.000000 Penalty: 6294.802734
	Iteration 28Q: 3 clusters Score -3.683177e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 322269 members 
Entering Unmasked Estep 
Score: -36831840.000000 Penalty: 6294.802734
	Iteration 29Q: 3 clusters Score -3.683184e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 322410 members 
Entering Unmasked Estep 
Score: -36831888.000000 Penalty: 6294.802734
	Iteration 30Q: 3 clusters Score -3.683189e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 322517 members 
Entering Unmasked Estep 
Score: -36831884.000000 Penalty: 6294.802734
	Iteration 31Q: 3 clusters Score -3.683188e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 322620 members 
Entering Unmasked Estep 
Score: -36831908.000000 Penalty: 6294.802734
	Iteration 32Q: 3 clusters Score -3.683191e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 322703 members 
Entering Unmasked Estep 
Score: -36832000.000000 Penalty: 6294.802734
	Iteration 33Q: 3 clusters Score -3.6832e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 322772 members 
Entering Unmasked Estep 
Score: -36831984.000000 Penalty: 6294.802734
	Iteration 34Q: 3 clusters Score -3.683198e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 322841 members 
Entering Unmasked Estep 
Score: -36831956.000000 Penalty: 6294.802734
	Iteration 35Q: 3 clusters Score -3.683196e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 322911 members 
Entering Unmasked Estep 
Score: -36832000.000000 Penalty: 6294.802734
	Iteration 36Q: 3 clusters Score -3.6832e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 322964 members 
Entering Unmasked Estep 
Score: -36832032.000000 Penalty: 6294.802734
	Iteration 37Q: 3 clusters Score -3.683203e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 323006 members 
Entering Unmasked Estep 
Score: -36832016.000000 Penalty: 6294.802734
	Iteration 38Q: 3 clusters Score -3.683202e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 323032 members 
Entering Unmasked Estep 
Score: -36832020.000000 Penalty: 6294.802734
	Iteration 39Q: 3 clusters Score -3.683202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 323049 members 
Entering Unmasked Estep 
Score: -36832008.000000 Penalty: 6294.802734
	Iteration 40F: 3 clusters Score -3.683201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 323061 members 
Entering Unmasked Estep 
Score: -36832040.000000 Penalty: 6294.802734
	Iteration 41Q: 3 clusters Score -3.683204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 323068 members 
Entering Unmasked Estep 
Score: -36832028.000000 Penalty: 6294.802734
	Iteration 42Q: 3 clusters Score -3.683203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 323073 members 
Entering Unmasked Estep 
Score: -36832020.000000 Penalty: 6294.802734
	Iteration 43Q: 3 clusters Score -3.683202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 323082 members 
Entering Unmasked Estep 
Score: -36832024.000000 Penalty: 6294.802734
	Iteration 44Q: 3 clusters Score -3.683202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 323097 members 
Entering Unmasked Estep 
Score: -36831996.000000 Penalty: 6294.802734
	Iteration 45Q: 3 clusters Score -3.6832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 323107 members 
Entering Unmasked Estep 
Score: -36832004.000000 Penalty: 6294.802734
	Iteration 46Q: 3 clusters Score -3.6832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 323113 members 
Entering Unmasked Estep 
Score: -36831976.000000 Penalty: 6294.802734
	Iteration 47Q: 3 clusters Score -3.683198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 323124 members 
Entering Unmasked Estep 
Score: -36831972.000000 Penalty: 6294.802734
	Iteration 48Q: 3 clusters Score -3.683197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 323134 members 
Entering Unmasked Estep 
Score: -36831992.000000 Penalty: 6294.802734
	Iteration 49Q: 3 clusters Score -3.683199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 323151 members 
Entering Unmasked Estep 
Score: -36832000.000000 Penalty: 6294.802734
	Iteration 50Q: 3 clusters Score -3.6832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 323163 members 
Entering Unmasked Estep 
Score: -36832016.000000 Penalty: 6294.802734
	Iteration 51Q: 3 clusters Score -3.683202e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 323183 members 
Entering Unmasked Estep 
Score: -36832016.000000 Penalty: 6294.802734
	Iteration 52Q: 3 clusters Score -3.683202e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 323198 members 
Entering Unmasked Estep 
Score: -36832028.000000 Penalty: 6294.802734
	Iteration 53Q: 3 clusters Score -3.683203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 323209 members 
Entering Unmasked Estep 
Score: -36832048.000000 Penalty: 6294.802734
	Iteration 54Q: 3 clusters Score -3.683205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 323220 members 
Entering Unmasked Estep 
Score: -36832016.000000 Penalty: 6294.802734
	Iteration 55Q: 3 clusters Score -3.683202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 323227 members 
Entering Unmasked Estep 
Score: -36832012.000000 Penalty: 6294.802734
	Iteration 56Q: 3 clusters Score -3.683201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 323232 members 
Entering Unmasked Estep 
Score: -36832016.000000 Penalty: 6294.802734
	Iteration 57Q: 3 clusters Score -3.683202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 323242 members 
Entering Unmasked Estep 
Score: -36832016.000000 Penalty: 6294.802734
	Iteration 58Q: 3 clusters Score -3.683202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 323247 members 
Entering Unmasked Estep 
Score: -36831984.000000 Penalty: 6294.802734
	Iteration 59Q: 3 clusters Score -3.683198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 323254 members 
Entering Unmasked Estep 
Score: -36832012.000000 Penalty: 6294.802734
	Iteration 60F: 3 clusters Score -3.683201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 323260 members 
Entering Unmasked Estep 
Score: -36831992.000000 Penalty: 6294.802734
	Iteration 61Q: 3 clusters Score -3.683199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 323271 members 
Entering Unmasked Estep 
Score: -36832016.000000 Penalty: 6294.802734
	Iteration 62Q: 3 clusters Score -3.683202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 323287 members 
Entering Unmasked Estep 
Score: -36831988.000000 Penalty: 6294.802734
	Iteration 63Q: 3 clusters Score -3.683199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 323296 members 
Entering Unmasked Estep 
Score: -36831996.000000 Penalty: 6294.802734
	Iteration 64Q: 3 clusters Score -3.6832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 323304 members 
Entering Unmasked Estep 
Score: -36832036.000000 Penalty: 6294.802734
	Iteration 65Q: 3 clusters Score -3.683204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 323307 members 
Entering Unmasked Estep 
Score: -36832028.000000 Penalty: 6294.802734
	Iteration 66Q: 3 clusters Score -3.683203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 323308 members 
Entering Unmasked Estep 
Score: -36832024.000000 Penalty: 6294.802734
	Iteration 67Q: 3 clusters Score -3.683202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 323308 members 
Entering Unmasked Estep 
Score: -36832024.000000 Penalty: 6294.802734
	Iteration 68Q: 3 clusters Score -3.683202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 323310 members 
Entering Unmasked Estep 
Score: -36832040.000000 Penalty: 6294.802734
	Iteration 69Q: 3 clusters Score -3.683204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 323312 members 
Entering Unmasked Estep 
Score: -36832028.000000 Penalty: 6294.802734
	Iteration 70Q: 3 clusters Score -3.683203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 323313 members 
Entering Unmasked Estep 
Score: -36832052.000000 Penalty: 6294.802734
	Iteration 71Q: 3 clusters Score -3.683205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 323315 members 
Entering Unmasked Estep 
Score: -36832044.000000 Penalty: 6294.802734
	Iteration 72Q: 3 clusters Score -3.683204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 323318 members 
Entering Unmasked Estep 
Score: -36832028.000000 Penalty: 6294.802734
	Iteration 73Q: 3 clusters Score -3.683203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 323318 members 
Entering Unmasked Estep 
Score: -36832024.000000 Penalty: 6294.802734
	Iteration 74Q: 3 clusters Score -3.683202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 323320 members 
Entering Unmasked Estep 
Score: -36832040.000000 Penalty: 6294.802734
	Iteration 75Q: 3 clusters Score -3.683204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 323320 members 
Entering Unmasked Estep 
Score: -36832028.000000 Penalty: 6294.802734
	Iteration 76Q: 3 clusters Score -3.683203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 323320 members 
Entering Unmasked Estep 
Score: -36832028.000000 Penalty: 6294.802734
	Iteration 77F: 3 clusters Score -3.683203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -139897.640625 Penalty: 1768.462891
	Iteration 0F: 2 clusters Score -139897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -137754.546875 Penalty: 3536.925781
	Iteration 0F: 3 clusters Score -137754.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -138076.359375 Penalty: 3536.925781
	Iteration 1F: 3 clusters Score -138076.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -138165.093750 Penalty: 3536.925781
	Iteration 2F: 3 clusters Score -138165.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -138218.609375 Penalty: 3536.925781
	Iteration 3Q: 3 clusters Score -138218.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -138245.968750 Penalty: 3536.925781
	Iteration 4Q: 3 clusters Score -138246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -138260.937500 Penalty: 3536.925781
	Iteration 5Q: 3 clusters Score -138260.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -138268.234375 Penalty: 3536.925781
	Iteration 6Q: 3 clusters Score -138268.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -138275.375000 Penalty: 3536.925781
	Iteration 7Q: 3 clusters Score -138275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -138276.843750 Penalty: 3536.925781
	Iteration 8Q: 3 clusters Score -138276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -138278.859375 Penalty: 3536.925781
	Iteration 9Q: 3 clusters Score -138278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -138280.109375 Penalty: 3536.925781
	Iteration 10Q: 3 clusters Score -138280.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -138280.109375 Penalty: 3536.925781
	Iteration 11F: 3 clusters Score -138280.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (161858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161858 members 
Entering Unmasked Estep 
Score: -18296112.000000 Penalty: 2974.629639
	Iteration 0F: 2 clusters Score -1.829611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80842 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -18190848.000000 Penalty: 5949.259277
	Iteration 0F: 3 clusters Score -1.819085e+07 nChanged 77392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -18236398.000000 Penalty: 5949.259277
	Iteration 1F: 3 clusters Score -1.82364e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77138 members 
Mstep: Class 2 contains 84720 members 
Entering Unmasked Estep 
Score: -18237880.000000 Penalty: 5949.259277
	Iteration 2Q: 3 clusters Score -1.823788e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 86696 members 
Entering Unmasked Estep 
Score: -18239948.000000 Penalty: 5949.259277
	Iteration 3Q: 3 clusters Score -1.823995e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72289 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -18242662.000000 Penalty: 5949.259277
	Iteration 4Q: 3 clusters Score -1.824266e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 93526 members 
Entering Unmasked Estep 
Score: -18246332.000000 Penalty: 5949.259277
	Iteration 5Q: 3 clusters Score -1.824633e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -18250872.000000 Penalty: 5949.259277
	Iteration 6F: 3 clusters Score -1.825087e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -18256532.000000 Penalty: 5949.259277
	Iteration 7F: 3 clusters Score -1.825653e+07 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 110277 members 
Entering Unmasked Estep 
Score: -18262936.000000 Penalty: 5949.259277
	Iteration 8F: 3 clusters Score -1.826294e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 115880 members 
Entering Unmasked Estep 
Score: -18269084.000000 Penalty: 5949.259277
	Iteration 9F: 3 clusters Score -1.826908e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 120414 members 
Entering Unmasked Estep 
Score: -18273708.000000 Penalty: 5949.259277
	Iteration 10Q: 3 clusters Score -1.827371e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 123794 members 
Entering Unmasked Estep 
Score: -18276706.000000 Penalty: 5949.259277
	Iteration 11Q: 3 clusters Score -1.827671e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 126615 members 
Entering Unmasked Estep 
Score: -18278750.000000 Penalty: 5949.259277
	Iteration 12Q: 3 clusters Score -1.827875e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 129052 members 
Entering Unmasked Estep 
Score: -18279772.000000 Penalty: 5949.259277
	Iteration 13Q: 3 clusters Score -1.827977e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 131386 members 
Entering Unmasked Estep 
Score: -18280764.000000 Penalty: 5949.259277
	Iteration 14Q: 3 clusters Score -1.828076e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 133640 members 
Entering Unmasked Estep 
Score: -18281636.000000 Penalty: 5949.259277
	Iteration 15Q: 3 clusters Score -1.828164e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 135884 members 
Entering Unmasked Estep 
Score: -18282486.000000 Penalty: 5949.259277
	Iteration 16Q: 3 clusters Score -1.828249e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 138040 members 
Entering Unmasked Estep 
Score: -18283408.000000 Penalty: 5949.259277
	Iteration 17Q: 3 clusters Score -1.828341e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 140221 members 
Entering Unmasked Estep 
Score: -18284240.000000 Penalty: 5949.259277
	Iteration 18Q: 3 clusters Score -1.828424e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 142384 members 
Entering Unmasked Estep 
Score: -18285098.000000 Penalty: 5949.259277
	Iteration 19Q: 3 clusters Score -1.82851e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 144451 members 
Entering Unmasked Estep 
Score: -18286038.000000 Penalty: 5949.259277
	Iteration 20F: 3 clusters Score -1.828604e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 146381 members 
Entering Unmasked Estep 
Score: -18286986.000000 Penalty: 5949.259277
	Iteration 21Q: 3 clusters Score -1.828699e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 148230 members 
Entering Unmasked Estep 
Score: -18287890.000000 Penalty: 5949.259277
	Iteration 22Q: 3 clusters Score -1.828789e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 150022 members 
Entering Unmasked Estep 
Score: -18288904.000000 Penalty: 5949.259277
	Iteration 23Q: 3 clusters Score -1.82889e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 151667 members 
Entering Unmasked Estep 
Score: -18289934.000000 Penalty: 5949.259277
	Iteration 24Q: 3 clusters Score -1.828993e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 153160 members 
Entering Unmasked Estep 
Score: -18290974.000000 Penalty: 5949.259277
	Iteration 25Q: 3 clusters Score -1.829097e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 154467 members 
Entering Unmasked Estep 
Score: -18291752.000000 Penalty: 5949.259277
	Iteration 26Q: 3 clusters Score -1.829175e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 155562 members 
Entering Unmasked Estep 
Score: -18292390.000000 Penalty: 5949.259277
	Iteration 27Q: 3 clusters Score -1.829239e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 156481 members 
Entering Unmasked Estep 
Score: -18293070.000000 Penalty: 5949.259277
	Iteration 28Q: 3 clusters Score -1.829307e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 157234 members 
Entering Unmasked Estep 
Score: -18293682.000000 Penalty: 5949.259277
	Iteration 29Q: 3 clusters Score -1.829368e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 157840 members 
Entering Unmasked Estep 
Score: -18294122.000000 Penalty: 5949.259277
	Iteration 30Q: 3 clusters Score -1.829412e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 158336 members 
Entering Unmasked Estep 
Score: -18294444.000000 Penalty: 5949.259277
	Iteration 31Q: 3 clusters Score -1.829444e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 158713 members 
Entering Unmasked Estep 
Score: -18294770.000000 Penalty: 5949.259277
	Iteration 32Q: 3 clusters Score -1.829477e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 158964 members 
Entering Unmasked Estep 
Score: -18294954.000000 Penalty: 5949.259277
	Iteration 33Q: 3 clusters Score -1.829495e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 159158 members 
Entering Unmasked Estep 
Score: -18295128.000000 Penalty: 5949.259277
	Iteration 34Q: 3 clusters Score -1.829513e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 159309 members 
Entering Unmasked Estep 
Score: -18295238.000000 Penalty: 5949.259277
	Iteration 35Q: 3 clusters Score -1.829524e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 159435 members 
Entering Unmasked Estep 
Score: -18295302.000000 Penalty: 5949.259277
	Iteration 36Q: 3 clusters Score -1.82953e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 159504 members 
Entering Unmasked Estep 
Score: -18295382.000000 Penalty: 5949.259277
	Iteration 37Q: 3 clusters Score -1.829538e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 159568 members 
Entering Unmasked Estep 
Score: -18295422.000000 Penalty: 5949.259277
	Iteration 38Q: 3 clusters Score -1.829542e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 159606 members 
Entering Unmasked Estep 
Score: -18295420.000000 Penalty: 5949.259277
	Iteration 39Q: 3 clusters Score -1.829542e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 159631 members 
Entering Unmasked Estep 
Score: -18295530.000000 Penalty: 5949.259277
	Iteration 40F: 3 clusters Score -1.829553e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 159627 members 
Entering Unmasked Estep 
Score: -18295540.000000 Penalty: 5949.259277
	Iteration 41Q: 3 clusters Score -1.829554e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 159615 members 
Entering Unmasked Estep 
Score: -18295612.000000 Penalty: 5949.259277
	Iteration 42Q: 3 clusters Score -1.829561e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 159610 members 
Entering Unmasked Estep 
Score: -18295638.000000 Penalty: 5949.259277
	Iteration 43Q: 3 clusters Score -1.829564e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 159603 members 
Entering Unmasked Estep 
Score: -18295690.000000 Penalty: 5949.259277
	Iteration 44Q: 3 clusters Score -1.829569e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 159594 members 
Entering Unmasked Estep 
Score: -18295646.000000 Penalty: 5949.259277
	Iteration 45Q: 3 clusters Score -1.829565e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 159575 members 
Entering Unmasked Estep 
Score: -18295686.000000 Penalty: 5949.259277
	Iteration 46Q: 3 clusters Score -1.829569e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 159562 members 
Entering Unmasked Estep 
Score: -18295662.000000 Penalty: 5949.259277
	Iteration 47Q: 3 clusters Score -1.829566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 159551 members 
Entering Unmasked Estep 
Score: -18295680.000000 Penalty: 5949.259277
	Iteration 48Q: 3 clusters Score -1.829568e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 159541 members 
Entering Unmasked Estep 
Score: -18295666.000000 Penalty: 5949.259277
	Iteration 49Q: 3 clusters Score -1.829567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 159534 members 
Entering Unmasked Estep 
Score: -18295666.000000 Penalty: 5949.259277
	Iteration 50Q: 3 clusters Score -1.829567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 159529 members 
Entering Unmasked Estep 
Score: -18295664.000000 Penalty: 5949.259277
	Iteration 51Q: 3 clusters Score -1.829566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 159523 members 
Entering Unmasked Estep 
Score: -18295668.000000 Penalty: 5949.259277
	Iteration 52Q: 3 clusters Score -1.829567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 159520 members 
Entering Unmasked Estep 
Score: -18295668.000000 Penalty: 5949.259277
	Iteration 53Q: 3 clusters Score -1.829567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 159518 members 
Entering Unmasked Estep 
Score: -18295668.000000 Penalty: 5949.259277
	Iteration 54Q: 3 clusters Score -1.829567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 159516 members 
Entering Unmasked Estep 
Score: -18295668.000000 Penalty: 5949.259277
	Iteration 55Q: 3 clusters Score -1.829567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 159514 members 
Entering Unmasked Estep 
Score: -18295682.000000 Penalty: 5949.259277
	Iteration 56Q: 3 clusters Score -1.829568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 159515 members 
Entering Unmasked Estep 
Score: -18295690.000000 Penalty: 5949.259277
	Iteration 57Q: 3 clusters Score -1.829569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 159516 members 
Entering Unmasked Estep 
Score: -18295684.000000 Penalty: 5949.259277
	Iteration 58Q: 3 clusters Score -1.829568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 159515 members 
Entering Unmasked Estep 
Score: -18295690.000000 Penalty: 5949.259277
	Iteration 59Q: 3 clusters Score -1.829569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 159515 members 
Entering Unmasked Estep 
Score: -18295690.000000 Penalty: 5949.259277
	Iteration 60F: 3 clusters Score -1.829569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 42461 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16891 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 22092 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324855 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756304.000000 Penalty: 49691.242188
Iteration 119Q: 16 clusters Score -7.07563e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 42450 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16893 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8424 members 
Mstep: Class 10 contains 22140 members 
Mstep: Class 11 contains 20774 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324811 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756384.000000 Penalty: 49691.242188
Iteration 120F: 16 clusters Score -7.075638e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 42438 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 16897 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8431 members 
Mstep: Class 10 contains 22188 members 
Mstep: Class 11 contains 20776 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324778 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756288.000000 Penalty: 49691.242188
Iteration 121Q: 16 clusters Score -7.075629e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 42430 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 16897 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8439 members 
Mstep: Class 10 contains 22249 members 
Mstep: Class 11 contains 20780 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324727 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756376.000000 Penalty: 49691.242188
Iteration 122Q: 16 clusters Score -7.075638e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 42425 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 16897 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 22297 members 
Mstep: Class 11 contains 20783 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324677 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756352.000000 Penalty: 49691.242188
Iteration 123Q: 16 clusters Score -7.075635e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 42417 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 16897 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 22345 members 
Mstep: Class 11 contains 20787 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324626 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756376.000000 Penalty: 49691.242188
Iteration 124Q: 16 clusters Score -7.075638e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 42409 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 16898 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8482 members 
Mstep: Class 10 contains 22400 members 
Mstep: Class 11 contains 20792 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324578 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756448.000000 Penalty: 49691.242188
Iteration 125Q: 16 clusters Score -7.075645e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 42397 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 16900 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8495 members 
Mstep: Class 10 contains 22446 members 
Mstep: Class 11 contains 20793 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324549 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756480.000000 Penalty: 49691.242188
Iteration 126Q: 16 clusters Score -7.075648e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 42389 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 16903 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8505 members 
Mstep: Class 10 contains 22488 members 
Mstep: Class 11 contains 20795 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324515 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756480.000000 Penalty: 49691.242188
Iteration 127Q: 16 clusters Score -7.075648e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 42382 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 16905 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8510 members 
Mstep: Class 10 contains 22528 members 
Mstep: Class 11 contains 20794 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324483 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756512.000000 Penalty: 49691.242188
Iteration 128Q: 16 clusters Score -7.075651e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 42372 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 16908 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 22572 members 
Mstep: Class 11 contains 20796 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324445 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756552.000000 Penalty: 49691.242188
Iteration 129Q: 16 clusters Score -7.075655e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 42364 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 16910 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 22614 members 
Mstep: Class 11 contains 20797 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324419 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756504.000000 Penalty: 49691.242188
Iteration 130Q: 16 clusters Score -7.07565e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 42358 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16912 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8521 members 
Mstep: Class 10 contains 22656 members 
Mstep: Class 11 contains 20796 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324388 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756536.000000 Penalty: 49691.242188
Iteration 131Q: 16 clusters Score -7.075654e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 42355 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16911 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8524 members 
Mstep: Class 10 contains 22697 members 
Mstep: Class 11 contains 20793 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324360 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756552.000000 Penalty: 49691.242188
Iteration 132Q: 16 clusters Score -7.075655e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 42349 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16911 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8526 members 
Mstep: Class 10 contains 22742 members 
Mstep: Class 11 contains 20792 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324330 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756536.000000 Penalty: 49691.242188
Iteration 133Q: 16 clusters Score -7.075654e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 42346 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16912 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8528 members 
Mstep: Class 10 contains 22785 members 
Mstep: Class 11 contains 20793 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324308 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756576.000000 Penalty: 49691.242188
Iteration 134Q: 16 clusters Score -7.075658e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 42338 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16915 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8531 members 
Mstep: Class 10 contains 22817 members 
Mstep: Class 11 contains 20793 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324289 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756576.000000 Penalty: 49691.242188
Iteration 135Q: 16 clusters Score -7.075658e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 42334 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16914 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8533 members 
Mstep: Class 10 contains 22863 members 
Mstep: Class 11 contains 20791 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324259 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756584.000000 Penalty: 49691.242188
Iteration 136Q: 16 clusters Score -7.075658e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 42330 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8536 members 
Mstep: Class 10 contains 22912 members 
Mstep: Class 11 contains 20789 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324219 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756584.000000 Penalty: 49691.242188
Iteration 137Q: 16 clusters Score -7.075658e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 42325 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16915 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8539 members 
Mstep: Class 10 contains 22953 members 
Mstep: Class 11 contains 20790 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324189 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756672.000000 Penalty: 49691.242188
Iteration 138Q: 16 clusters Score -7.075667e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 42322 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16915 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 22992 members 
Mstep: Class 11 contains 20791 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324157 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756640.000000 Penalty: 49691.242188
Iteration 139Q: 16 clusters Score -7.075664e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 42318 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 23026 members 
Mstep: Class 11 contains 20792 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324140 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756688.000000 Penalty: 49691.242188
Iteration 140F: 16 clusters Score -7.075669e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 42317 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 23050 members 
Mstep: Class 11 contains 20791 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324118 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756704.000000 Penalty: 49691.242188
Iteration 141Q: 16 clusters Score -7.07567e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 23067 members 
Mstep: Class 11 contains 20787 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324113 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756656.000000 Penalty: 49691.242188
Iteration 142Q: 16 clusters Score -7.075666e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 42309 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 23091 members 
Mstep: Class 11 contains 20786 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324097 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756696.000000 Penalty: 49691.242188
Iteration 143Q: 16 clusters Score -7.07567e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 23106 members 
Mstep: Class 11 contains 20788 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324083 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756712.000000 Penalty: 49691.242188
Iteration 144Q: 16 clusters Score -7.075671e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 42297 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 23118 members 
Mstep: Class 11 contains 20790 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324077 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756736.000000 Penalty: 49691.242188
Iteration 145Q: 16 clusters Score -7.075674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 42293 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 23126 members 
Mstep: Class 11 contains 20790 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324075 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756720.000000 Penalty: 49691.242188
Iteration 146Q: 16 clusters Score -7.075672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 42292 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 23131 members 
Mstep: Class 11 contains 20795 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324069 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756688.000000 Penalty: 49691.242188
Iteration 147Q: 16 clusters Score -7.075669e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 42290 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 23139 members 
Mstep: Class 11 contains 20799 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324064 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756728.000000 Penalty: 49691.242188
Iteration 148Q: 16 clusters Score -7.075673e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 42289 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 23140 members 
Mstep: Class 11 contains 20804 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324065 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756720.000000 Penalty: 49691.242188
Iteration 149Q: 16 clusters Score -7.075672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 42288 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 23141 members 
Mstep: Class 11 contains 20809 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324065 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756704.000000 Penalty: 49691.242188
Iteration 150Q: 16 clusters Score -7.07567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 42286 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 23143 members 
Mstep: Class 11 contains 20814 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324062 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756688.000000 Penalty: 49691.242188
Iteration 151Q: 16 clusters Score -7.075669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 42284 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 23146 members 
Mstep: Class 11 contains 20816 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324061 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756728.000000 Penalty: 49691.242188
Iteration 152Q: 16 clusters Score -7.075673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 42282 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 23150 members 
Mstep: Class 11 contains 20818 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324054 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756688.000000 Penalty: 49691.242188
Iteration 153Q: 16 clusters Score -7.075669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 42282 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8541 members 
Mstep: Class 10 contains 23154 members 
Mstep: Class 11 contains 20819 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324045 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756672.000000 Penalty: 49691.242188
Iteration 154Q: 16 clusters Score -7.075667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 42281 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8542 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 20818 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324044 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756680.000000 Penalty: 49691.242188
Iteration 155Q: 16 clusters Score -7.075668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 42279 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8543 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 20817 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324046 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756704.000000 Penalty: 49691.242188
Iteration 156Q: 16 clusters Score -7.07567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 42277 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8545 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 20818 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324045 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756704.000000 Penalty: 49691.242188
Iteration 157Q: 16 clusters Score -7.07567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 42276 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8550 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 20821 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324036 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756696.000000 Penalty: 49691.242188
Iteration 158Q: 16 clusters Score -7.07567e+07 nChanged 14
Entering ConstructFrom: 
Score: -70756696.000000 Penalty: 49691.242188
Entering ConstructFrom: 
Trying to split cluster 1 (24202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Entering Unmasked Estep 
Score: -2781874.500000 Penalty: 2503.359375
	Iteration 0F: 2 clusters Score -2781874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2765105.500000 Penalty: 5006.718750
	Iteration 0F: 3 clusters Score -2765106 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2771160.500000 Penalty: 5006.718750
	Iteration 1F: 3 clusters Score -2771160 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2771764.500000 Penalty: 5006.718750
	Iteration 2F: 3 clusters Score -2771764 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2772329.000000 Penalty: 5006.718750
	Iteration 3F: 3 clusters Score -2772329 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2772946.500000 Penalty: 5006.718750
	Iteration 4F: 3 clusters Score -2772946 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2773708.250000 Penalty: 5006.718750
	Iteration 5F: 3 clusters Score -2773708 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2774661.500000 Penalty: 5006.718750
	Iteration 6F: 3 clusters Score -2774662 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2775769.000000 Penalty: 5006.718750
	Iteration 7F: 3 clusters Score -2775769 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2776881.000000 Penalty: 5006.718750
	Iteration 8F: 3 clusters Score -2776881 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2777961.750000 Penalty: 5006.718750
	Iteration 9F: 3 clusters Score -2777962 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2778830.000000 Penalty: 5006.718750
	Iteration 10Q: 3 clusters Score -2778830 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2779422.000000 Penalty: 5006.718750
	Iteration 11Q: 3 clusters Score -2779422 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -2779818.000000 Penalty: 5006.718750
	Iteration 12Q: 3 clusters Score -2779818 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2780107.500000 Penalty: 5006.718750
	Iteration 13Q: 3 clusters Score -2780108 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2780320.000000 Penalty: 5006.718750
	Iteration 14Q: 3 clusters Score -2780320 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2780478.000000 Penalty: 5006.718750
	Iteration 15Q: 3 clusters Score -2780478 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -2780574.500000 Penalty: 5006.718750
	Iteration 16Q: 3 clusters Score -2780574 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -2780634.250000 Penalty: 5006.718750
	Iteration 17Q: 3 clusters Score -2780634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -2780676.500000 Penalty: 5006.718750
	Iteration 18Q: 3 clusters Score -2780676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -2780693.750000 Penalty: 5006.718750
	Iteration 19Q: 3 clusters Score -2780694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2780713.000000 Penalty: 5006.718750
	Iteration 20F: 3 clusters Score -2780713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2780722.250000 Penalty: 5006.718750
	Iteration 21Q: 3 clusters Score -2780722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2780731.250000 Penalty: 5006.718750
	Iteration 22Q: 3 clusters Score -2780731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2780740.750000 Penalty: 5006.718750
	Iteration 23Q: 3 clusters Score -2780741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2780745.500000 Penalty: 5006.718750
	Iteration 24Q: 3 clusters Score -2780746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2780754.250000 Penalty: 5006.718750
	Iteration 25Q: 3 clusters Score -2780754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2780754.500000 Penalty: 5006.718750
	Iteration 26Q: 3 clusters Score -2780754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2780759.250000 Penalty: 5006.718750
	Iteration 27Q: 3 clusters Score -2780759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2780764.500000 Penalty: 5006.718750
	Iteration 28Q: 3 clusters Score -2780764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2780766.000000 Penalty: 5006.718750
	Iteration 29Q: 3 clusters Score -2780766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -2780762.250000 Penalty: 5006.718750
	Iteration 30Q: 3 clusters Score -2780762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -2780769.000000 Penalty: 5006.718750
	Iteration 31Q: 3 clusters Score -2780769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2780767.250000 Penalty: 5006.718750
	Iteration 32Q: 3 clusters Score -2780767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -2780767.000000 Penalty: 5006.718750
	Iteration 33Q: 3 clusters Score -2780767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -2780779.250000 Penalty: 5006.718750
	Iteration 34Q: 3 clusters Score -2780779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -2780778.250000 Penalty: 5006.718750
	Iteration 35Q: 3 clusters Score -2780778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -2780783.500000 Penalty: 5006.718750
	Iteration 36Q: 3 clusters Score -2780784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2780786.000000 Penalty: 5006.718750
	Iteration 37Q: 3 clusters Score -2780786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2780786.000000 Penalty: 5006.718750
	Iteration 38Q: 3 clusters Score -2780786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2780787.500000 Penalty: 5006.718750
	Iteration 39Q: 3 clusters Score -2780788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2780787.500000 Penalty: 5006.718750
	Iteration 40F: 3 clusters Score -2780788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2780787.500000 Penalty: 5006.718750
	Iteration 41Q: 3 clusters Score -2780788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2780787.500000 Penalty: 5006.718750
	Iteration 42F: 3 clusters Score -2780788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Entering Unmasked Estep 
Score: -4723221.000000 Penalty: 2641.678223
	Iteration 0F: 2 clusters Score -4723221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -4694563.000000 Penalty: 5283.356445
	Iteration 0F: 3 clusters Score -4694563 nChanged 19516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4705243.000000 Penalty: 5283.356445
	Iteration 1F: 3 clusters Score -4705243 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -4705711.500000 Penalty: 5283.356445
	Iteration 2Q: 3 clusters Score -4705712 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -4706221.500000 Penalty: 5283.356445
	Iteration 3Q: 3 clusters Score -4706222 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -4706891.000000 Penalty: 5283.356445
	Iteration 4Q: 3 clusters Score -4706891 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -4707830.000000 Penalty: 5283.356445
	Iteration 5Q: 3 clusters Score -4707830 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -4709257.000000 Penalty: 5283.356445
	Iteration 6F: 3 clusters Score -4709257 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -4711459.000000 Penalty: 5283.356445
	Iteration 7F: 3 clusters Score -4711459 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -4714187.000000 Penalty: 5283.356445
	Iteration 8F: 3 clusters Score -4714187 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -4716883.500000 Penalty: 5283.356445
	Iteration 9F: 3 clusters Score -4716884 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4718775.500000 Penalty: 5283.356445
	Iteration 10F: 3 clusters Score -4718776 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4719881.500000 Penalty: 5283.356445
	Iteration 11Q: 3 clusters Score -4719882 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4720344.500000 Penalty: 5283.356445
	Iteration 12Q: 3 clusters Score -4720344 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4720569.500000 Penalty: 5283.356445
	Iteration 13Q: 3 clusters Score -4720570 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4720700.500000 Penalty: 5283.356445
	Iteration 14Q: 3 clusters Score -4720700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4720772.000000 Penalty: 5283.356445
	Iteration 15Q: 3 clusters Score -4720772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4720817.500000 Penalty: 5283.356445
	Iteration 16Q: 3 clusters Score -4720818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4720841.000000 Penalty: 5283.356445
	Iteration 17Q: 3 clusters Score -4720841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4720854.500000 Penalty: 5283.356445
	Iteration 18Q: 3 clusters Score -4720854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4720864.500000 Penalty: 5283.356445
	Iteration 19Q: 3 clusters Score -4720864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4720882.500000 Penalty: 5283.356445
	Iteration 20F: 3 clusters Score -4720882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4720898.000000 Penalty: 5283.356445
	Iteration 21Q: 3 clusters Score -4720898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4720902.000000 Penalty: 5283.356445
	Iteration 22Q: 3 clusters Score -4720902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4720910.000000 Penalty: 5283.356445
	Iteration 23Q: 3 clusters Score -4720910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4720915.000000 Penalty: 5283.356445
	Iteration 24Q: 3 clusters Score -4720915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4720914.500000 Penalty: 5283.356445
	Iteration 25Q: 3 clusters Score -4720914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4720914.500000 Penalty: 5283.356445
	Iteration 26F: 3 clusters Score -4720914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -112643.117188 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -112643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -110694.820312 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -110694.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -110989.625000 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -110989.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -111078.921875 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -111078.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -111118.367188 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -111118.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -111153.257812 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -111153.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111178.859375 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -111178.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -111218.218750 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -111218.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -111262.031250 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -111262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -111314.851562 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -111314.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -111376.750000 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -111376.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -111528.445312 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -111528.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -111639.398438 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -111639.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -111755.359375 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -111755.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -112016.039062 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -112016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -112525.710938 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -112525.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -112722.828125 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -112722.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -112794.140625 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -112794.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -112873.648438 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -112873.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -113004.304688 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -113004.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -113070.601562 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -113070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -113095.320312 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -113095.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -113148.296875 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -113148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -113148.296875 Penalty: 3438.010010
	Iteration 22F: 3 clusters Score -113148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 42274 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8551 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 20825 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324033 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161545 members 
Mstep: Class 16 contains 822 members 
Entering Unmasked Estep 
Score: -70755592.000000 Penalty: 53003.992188
Splitting cluster 3 changes total score from -70756696.000000 to -70755592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Entering Unmasked Estep 
Score: -480193.125000 Penalty: 2082.693848
	Iteration 0F: 2 clusters Score -480193.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -476073.937500 Penalty: 4165.387695
	Iteration 0F: 3 clusters Score -476073.9 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -477014.000000 Penalty: 4165.387695
	Iteration 1F: 3 clusters Score -477014 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -477301.468750 Penalty: 4165.387695
	Iteration 2F: 3 clusters Score -477301.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -477584.000000 Penalty: 4165.387695
	Iteration 3F: 3 clusters Score -477584 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -477891.843750 Penalty: 4165.387695
	Iteration 4F: 3 clusters Score -477891.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -478258.843750 Penalty: 4165.387695
	Iteration 5F: 3 clusters Score -478258.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -478676.562500 Penalty: 4165.387695
	Iteration 6F: 3 clusters Score -478676.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -479177.093750 Penalty: 4165.387695
	Iteration 7F: 3 clusters Score -479177.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -479610.281250 Penalty: 4165.387695
	Iteration 8F: 3 clusters Score -479610.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -479792.343750 Penalty: 4165.387695
	Iteration 9Q: 3 clusters Score -479792.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -479874.531250 Penalty: 4165.387695
	Iteration 10Q: 3 clusters Score -479874.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -479913.968750 Penalty: 4165.387695
	Iteration 11Q: 3 clusters Score -479914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -479929.875000 Penalty: 4165.387695
	Iteration 12Q: 3 clusters Score -479929.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -479940.281250 Penalty: 4165.387695
	Iteration 13Q: 3 clusters Score -479940.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -479948.625000 Penalty: 4165.387695
	Iteration 14Q: 3 clusters Score -479948.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -479953.250000 Penalty: 4165.387695
	Iteration 15Q: 3 clusters Score -479953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -479958.593750 Penalty: 4165.387695
	Iteration 16Q: 3 clusters Score -479958.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -479963.000000 Penalty: 4165.387695
	Iteration 17Q: 3 clusters Score -479963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -479965.468750 Penalty: 4165.387695
	Iteration 18Q: 3 clusters Score -479965.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -479965.750000 Penalty: 4165.387695
	Iteration 19Q: 3 clusters Score -479965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -479966.593750 Penalty: 4165.387695
	Iteration 20F: 3 clusters Score -479966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -479967.343750 Penalty: 4165.387695
	Iteration 21Q: 3 clusters Score -479967.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -479967.343750 Penalty: 4165.387695
	Iteration 22F: 3 clusters Score -479967.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -106938.093750 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -106938.1 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 493 members 
Entering Unmasked Estep 
Score: -105063.171875 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -105063.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -105573.218750 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -105573.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -106154.906250 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -106154.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -106876.421875 Penalty: 3420.760254
	Iteration 3F: 3 clusters Score -106876.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -107178.000000 Penalty: 3420.760254
	Iteration 4F: 3 clusters Score -107178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -107327.820312 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -107327.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -107405.953125 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -107406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -107485.062500 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -107485.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -107562.656250 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -107562.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -107593.515625 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -107593.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -107611.914062 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -107611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -107618.726562 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -107618.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -107619.554688 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -107619.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -107619.554688 Penalty: 3420.760254
	Iteration 13F: 3 clusters Score -107619.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 42274 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8551 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 20825 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324033 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161545 members 
Mstep: Class 16 contains 788 members 
Entering Unmasked Estep 
Score: -70755896.000000 Penalty: 53003.992188
Splitting cluster 5 changes total score from -70756696.000000 to -70755896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -128892.484375 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -128892.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -126805.828125 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -126805.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -127338.671875 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -127338.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -127703.640625 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -127703.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127942.945312 Penalty: 3523.655518
	Iteration 3F: 3 clusters Score -127942.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -128126.335938 Penalty: 3523.655518
	Iteration 4F: 3 clusters Score -128126.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -128290.140625 Penalty: 3523.655518
	Iteration 5F: 3 clusters Score -128290.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -128449.062500 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -128449.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -128539.570312 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -128539.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -128565.929688 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -128565.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -128585.914062 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -128585.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -128613.742188 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -128613.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -128636.648438 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -128636.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -128654.671875 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -128654.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -128672.695312 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -128672.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -128680.656250 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -128680.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -128704.804688 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -128704.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -128723.648438 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -128723.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -128745.265625 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -128745.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -128769.382812 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -128769.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -128778.960938 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -128779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -128782.359375 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -128782.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -128783.773438 Penalty: 3523.655518
	Iteration 21Q: 3 clusters Score -128783.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -128785.820312 Penalty: 3523.655518
	Iteration 22Q: 3 clusters Score -128785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -128787.320312 Penalty: 3523.655518
	Iteration 23Q: 3 clusters Score -128787.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -128787.320312 Penalty: 3523.655518
	Iteration 24F: 3 clusters Score -128787.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Entering Unmasked Estep 
Score: -1959341.750000 Penalty: 2414.546387
	Iteration 0F: 2 clusters Score -1959342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1947241.500000 Penalty: 4829.092773
	Iteration 0F: 3 clusters Score -1947242 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1951158.875000 Penalty: 4829.092773
	Iteration 1F: 3 clusters Score -1951159 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1951539.625000 Penalty: 4829.092773
	Iteration 2F: 3 clusters Score -1951540 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1951892.500000 Penalty: 4829.092773
	Iteration 3Q: 3 clusters Score -1951892 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1952215.875000 Penalty: 4829.092773
	Iteration 4Q: 3 clusters Score -1952216 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1952612.500000 Penalty: 4829.092773
	Iteration 5Q: 3 clusters Score -1952612 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1953096.125000 Penalty: 4829.092773
	Iteration 6F: 3 clusters Score -1953096 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1953726.250000 Penalty: 4829.092773
	Iteration 7F: 3 clusters Score -1953726 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1954539.375000 Penalty: 4829.092773
	Iteration 8F: 3 clusters Score -1954539 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1955359.375000 Penalty: 4829.092773
	Iteration 9F: 3 clusters Score -1955359 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1956076.875000 Penalty: 4829.092773
	Iteration 10Q: 3 clusters Score -1956077 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1956563.250000 Penalty: 4829.092773
	Iteration 11Q: 3 clusters Score -1956563 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1956871.500000 Penalty: 4829.092773
	Iteration 12Q: 3 clusters Score -1956872 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1956997.500000 Penalty: 4829.092773
	Iteration 13Q: 3 clusters Score -1956998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1957090.375000 Penalty: 4829.092773
	Iteration 14Q: 3 clusters Score -1957090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1957132.625000 Penalty: 4829.092773
	Iteration 15Q: 3 clusters Score -1957133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1957161.625000 Penalty: 4829.092773
	Iteration 16Q: 3 clusters Score -1957162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1957177.000000 Penalty: 4829.092773
	Iteration 17Q: 3 clusters Score -1957177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1957199.375000 Penalty: 4829.092773
	Iteration 18Q: 3 clusters Score -1957199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1957204.750000 Penalty: 4829.092773
	Iteration 19Q: 3 clusters Score -1957205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1957207.250000 Penalty: 4829.092773
	Iteration 20F: 3 clusters Score -1957207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -110705.984375 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -110706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -108658.562500 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -108658.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -109158.773438 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -109158.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -109453.328125 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -109453.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109752.757812 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -109752.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110004.203125 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -110004.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -110251.132812 Penalty: 3496.860840
	Iteration 5F: 3 clusters Score -110251.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110474.234375 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -110474.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -110572.812500 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -110572.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110635.648438 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -110635.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110682.570312 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -110682.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -110713.390625 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -110713.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -110727.781250 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -110727.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110735.671875 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -110735.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -110749.867188 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -110749.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110792.429688 Penalty: 3496.860840
	Iteration 14Q: 3 clusters Score -110792.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -110965.398438 Penalty: 3496.860840
	Iteration 15Q: 3 clusters Score -110965.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111399.046875 Penalty: 3496.860840
	Iteration 16Q: 3 clusters Score -111399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -111450.023438 Penalty: 3496.860840
	Iteration 17Q: 3 clusters Score -111450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -111450.023438 Penalty: 3496.860840
	Iteration 18F: 3 clusters Score -111450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 42274 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 686 members 
Mstep: Class 9 contains 8551 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 20825 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324033 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161545 members 
Mstep: Class 16 contains 467 members 
Entering Unmasked Estep 
Score: -70755896.000000 Penalty: 53003.992188
Splitting cluster 8 changes total score from -70756696.000000 to -70755896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (8551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Entering Unmasked Estep 
Score: -985451.812500 Penalty: 2245.343262
	Iteration 0F: 2 clusters Score -985451.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -978717.250000 Penalty: 4490.686523
	Iteration 0F: 3 clusters Score -978717.2 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -981001.687500 Penalty: 4490.686523
	Iteration 1F: 3 clusters Score -981001.7 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -981672.687500 Penalty: 4490.686523
	Iteration 2F: 3 clusters Score -981672.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -982246.250000 Penalty: 4490.686523
	Iteration 3F: 3 clusters Score -982246.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -982759.687500 Penalty: 4490.686523
	Iteration 4F: 3 clusters Score -982759.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -983227.812500 Penalty: 4490.686523
	Iteration 5F: 3 clusters Score -983227.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -983623.562500 Penalty: 4490.686523
	Iteration 6F: 3 clusters Score -983623.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -983913.875000 Penalty: 4490.686523
	Iteration 7Q: 3 clusters Score -983913.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -984161.875000 Penalty: 4490.686523
	Iteration 8Q: 3 clusters Score -984161.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -984338.375000 Penalty: 4490.686523
	Iteration 9Q: 3 clusters Score -984338.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -984472.250000 Penalty: 4490.686523
	Iteration 10Q: 3 clusters Score -984472.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -984571.625000 Penalty: 4490.686523
	Iteration 11Q: 3 clusters Score -984571.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -984650.000000 Penalty: 4490.686523
	Iteration 12Q: 3 clusters Score -984650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -984713.437500 Penalty: 4490.686523
	Iteration 13Q: 3 clusters Score -984713.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -984745.562500 Penalty: 4490.686523
	Iteration 14Q: 3 clusters Score -984745.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -984786.312500 Penalty: 4490.686523
	Iteration 15Q: 3 clusters Score -984786.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -984811.187500 Penalty: 4490.686523
	Iteration 16Q: 3 clusters Score -984811.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -984822.062500 Penalty: 4490.686523
	Iteration 17Q: 3 clusters Score -984822.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -984829.687500 Penalty: 4490.686523
	Iteration 18Q: 3 clusters Score -984829.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -984838.500000 Penalty: 4490.686523
	Iteration 19Q: 3 clusters Score -984838.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -984841.875000 Penalty: 4490.686523
	Iteration 20F: 3 clusters Score -984841.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -984848.250000 Penalty: 4490.686523
	Iteration 21Q: 3 clusters Score -984848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -984852.875000 Penalty: 4490.686523
	Iteration 22Q: 3 clusters Score -984852.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -984854.562500 Penalty: 4490.686523
	Iteration 23Q: 3 clusters Score -984854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -984857.562500 Penalty: 4490.686523
	Iteration 24Q: 3 clusters Score -984857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -984856.625000 Penalty: 4490.686523
	Iteration 25Q: 3 clusters Score -984856.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -984856.625000 Penalty: 4490.686523
	Iteration 26F: 3 clusters Score -984856.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Entering Unmasked Estep 
Score: -2659650.500000 Penalty: 2492.391602
	Iteration 0F: 2 clusters Score -2659650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2643489.000000 Penalty: 4984.783203
	Iteration 0F: 3 clusters Score -2643489 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2649071.750000 Penalty: 4984.783203
	Iteration 1F: 3 clusters Score -2649072 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2649594.750000 Penalty: 4984.783203
	Iteration 2F: 3 clusters Score -2649595 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2650129.000000 Penalty: 4984.783203
	Iteration 3F: 3 clusters Score -2650129 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2650794.750000 Penalty: 4984.783203
	Iteration 4F: 3 clusters Score -2650795 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2651645.750000 Penalty: 4984.783203
	Iteration 5F: 3 clusters Score -2651646 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2652717.250000 Penalty: 4984.783203
	Iteration 6F: 3 clusters Score -2652717 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2653898.750000 Penalty: 4984.783203
	Iteration 7F: 3 clusters Score -2653899 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2654989.500000 Penalty: 4984.783203
	Iteration 8F: 3 clusters Score -2654990 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2655806.500000 Penalty: 4984.783203
	Iteration 9Q: 3 clusters Score -2655806 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2656322.000000 Penalty: 4984.783203
	Iteration 10Q: 3 clusters Score -2656322 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2656651.000000 Penalty: 4984.783203
	Iteration 11Q: 3 clusters Score -2656651 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2656882.000000 Penalty: 4984.783203
	Iteration 12Q: 3 clusters Score -2656882 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2657055.500000 Penalty: 4984.783203
	Iteration 13Q: 3 clusters Score -2657056 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2657189.500000 Penalty: 4984.783203
	Iteration 14Q: 3 clusters Score -2657190 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2657303.000000 Penalty: 4984.783203
	Iteration 15Q: 3 clusters Score -2657303 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2657411.750000 Penalty: 4984.783203
	Iteration 16Q: 3 clusters Score -2657412 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2657518.000000 Penalty: 4984.783203
	Iteration 17Q: 3 clusters Score -2657518 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2657589.750000 Penalty: 4984.783203
	Iteration 18Q: 3 clusters Score -2657590 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2657633.500000 Penalty: 4984.783203
	Iteration 19Q: 3 clusters Score -2657634 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2657680.750000 Penalty: 4984.783203
	Iteration 20F: 3 clusters Score -2657681 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2657727.500000 Penalty: 4984.783203
	Iteration 21Q: 3 clusters Score -2657728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2657770.000000 Penalty: 4984.783203
	Iteration 22Q: 3 clusters Score -2657770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2657802.000000 Penalty: 4984.783203
	Iteration 23Q: 3 clusters Score -2657802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2657821.250000 Penalty: 4984.783203
	Iteration 24Q: 3 clusters Score -2657821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2657829.250000 Penalty: 4984.783203
	Iteration 25Q: 3 clusters Score -2657829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2657830.250000 Penalty: 4984.783203
	Iteration 26Q: 3 clusters Score -2657830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2657840.000000 Penalty: 4984.783203
	Iteration 27Q: 3 clusters Score -2657840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2657843.000000 Penalty: 4984.783203
	Iteration 28Q: 3 clusters Score -2657843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2657843.500000 Penalty: 4984.783203
	Iteration 29Q: 3 clusters Score -2657844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2657847.250000 Penalty: 4984.783203
	Iteration 30Q: 3 clusters Score -2657847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2657855.750000 Penalty: 4984.783203
	Iteration 31Q: 3 clusters Score -2657856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2657858.000000 Penalty: 4984.783203
	Iteration 32Q: 3 clusters Score -2657858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2657856.250000 Penalty: 4984.783203
	Iteration 33Q: 3 clusters Score -2657856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2657862.500000 Penalty: 4984.783203
	Iteration 34Q: 3 clusters Score -2657862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2657863.750000 Penalty: 4984.783203
	Iteration 35Q: 3 clusters Score -2657864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2657869.000000 Penalty: 4984.783203
	Iteration 36Q: 3 clusters Score -2657869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2657873.000000 Penalty: 4984.783203
	Iteration 37Q: 3 clusters Score -2657873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2657877.000000 Penalty: 4984.783203
	Iteration 38Q: 3 clusters Score -2657877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2657877.750000 Penalty: 4984.783203
	Iteration 39Q: 3 clusters Score -2657878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2657881.000000 Penalty: 4984.783203
	Iteration 40F: 3 clusters Score -2657881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2657881.250000 Penalty: 4984.783203
	Iteration 41Q: 3 clusters Score -2657881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2657885.250000 Penalty: 4984.783203
	Iteration 42Q: 3 clusters Score -2657885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2657885.750000 Penalty: 4984.783203
	Iteration 43Q: 3 clusters Score -2657886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2657890.750000 Penalty: 4984.783203
	Iteration 44Q: 3 clusters Score -2657891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2657890.750000 Penalty: 4984.783203
	Iteration 45F: 3 clusters Score -2657891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Entering Unmasked Estep 
Score: -2408712.000000 Penalty: 2466.089600
	Iteration 0F: 2 clusters Score -2408712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2394129.250000 Penalty: 4932.179199
	Iteration 0F: 3 clusters Score -2394129 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2398790.750000 Penalty: 4932.179199
	Iteration 1F: 3 clusters Score -2398791 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2399146.250000 Penalty: 4932.179199
	Iteration 2Q: 3 clusters Score -2399146 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2399422.000000 Penalty: 4932.179199
	Iteration 3Q: 3 clusters Score -2399422 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2399683.250000 Penalty: 4932.179199
	Iteration 4Q: 3 clusters Score -2399683 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2399958.250000 Penalty: 4932.179199
	Iteration 5Q: 3 clusters Score -2399958 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2400283.750000 Penalty: 4932.179199
	Iteration 6Q: 3 clusters Score -2400284 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2400683.500000 Penalty: 4932.179199
	Iteration 7Q: 3 clusters Score -2400684 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2401240.500000 Penalty: 4932.179199
	Iteration 8Q: 3 clusters Score -2401240 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2402022.750000 Penalty: 4932.179199
	Iteration 9F: 3 clusters Score -2402023 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2403121.750000 Penalty: 4932.179199
	Iteration 10F: 3 clusters Score -2403122 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2404344.750000 Penalty: 4932.179199
	Iteration 11F: 3 clusters Score -2404345 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2405321.000000 Penalty: 4932.179199
	Iteration 12Q: 3 clusters Score -2405321 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2405965.000000 Penalty: 4932.179199
	Iteration 13Q: 3 clusters Score -2405965 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2406382.250000 Penalty: 4932.179199
	Iteration 14Q: 3 clusters Score -2406382 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2406591.250000 Penalty: 4932.179199
	Iteration 15Q: 3 clusters Score -2406591 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2406714.750000 Penalty: 4932.179199
	Iteration 16Q: 3 clusters Score -2406715 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2406785.750000 Penalty: 4932.179199
	Iteration 17Q: 3 clusters Score -2406786 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2406834.250000 Penalty: 4932.179199
	Iteration 18Q: 3 clusters Score -2406834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2406875.250000 Penalty: 4932.179199
	Iteration 19Q: 3 clusters Score -2406875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2406892.500000 Penalty: 4932.179199
	Iteration 20F: 3 clusters Score -2406892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2406901.750000 Penalty: 4932.179199
	Iteration 21Q: 3 clusters Score -2406902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2406910.750000 Penalty: 4932.179199
	Iteration 22Q: 3 clusters Score -2406911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2406914.750000 Penalty: 4932.179199
	Iteration 23Q: 3 clusters Score -2406915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2406919.750000 Penalty: 4932.179199
	Iteration 24Q: 3 clusters Score -2406920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2406921.250000 Penalty: 4932.179199
	Iteration 25Q: 3 clusters Score -2406921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2406926.500000 Penalty: 4932.179199
	Iteration 26Q: 3 clusters Score -2406926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2406931.000000 Penalty: 4932.179199
	Iteration 27Q: 3 clusters Score -2406931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2406938.250000 Penalty: 4932.179199
	Iteration 28Q: 3 clusters Score -2406938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2406949.750000 Penalty: 4932.179199
	Iteration 29Q: 3 clusters Score -2406950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2406952.250000 Penalty: 4932.179199
	Iteration 30Q: 3 clusters Score -2406952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2406950.000000 Penalty: 4932.179199
	Iteration 31Q: 3 clusters Score -2406950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2406954.750000 Penalty: 4932.179199
	Iteration 32Q: 3 clusters Score -2406955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2406965.500000 Penalty: 4932.179199
	Iteration 33Q: 3 clusters Score -2406966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2406968.750000 Penalty: 4932.179199
	Iteration 34Q: 3 clusters Score -2406969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2406970.000000 Penalty: 4932.179199
	Iteration 35Q: 3 clusters Score -2406970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2406978.250000 Penalty: 4932.179199
	Iteration 36Q: 3 clusters Score -2406978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2406982.750000 Penalty: 4932.179199
	Iteration 37Q: 3 clusters Score -2406983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2406989.000000 Penalty: 4932.179199
	Iteration 38Q: 3 clusters Score -2406989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2406998.500000 Penalty: 4932.179199
	Iteration 39Q: 3 clusters Score -2406998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2407004.750000 Penalty: 4932.179199
	Iteration 40F: 3 clusters Score -2407005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2407011.500000 Penalty: 4932.179199
	Iteration 41Q: 3 clusters Score -2407012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2407015.500000 Penalty: 4932.179199
	Iteration 42Q: 3 clusters Score -2407016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2407020.000000 Penalty: 4932.179199
	Iteration 43Q: 3 clusters Score -2407020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2407018.250000 Penalty: 4932.179199
	Iteration 44Q: 3 clusters Score -2407018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2407018.000000 Penalty: 4932.179199
	Iteration 45Q: 3 clusters Score -2407018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2407020.000000 Penalty: 4932.179199
	Iteration 46Q: 3 clusters Score -2407020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2407019.500000 Penalty: 4932.179199
	Iteration 47Q: 3 clusters Score -2407020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2407024.000000 Penalty: 4932.179199
	Iteration 48Q: 3 clusters Score -2407024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2407027.000000 Penalty: 4932.179199
	Iteration 49Q: 3 clusters Score -2407027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2407025.750000 Penalty: 4932.179199
	Iteration 50Q: 3 clusters Score -2407026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2407024.750000 Penalty: 4932.179199
	Iteration 51Q: 3 clusters Score -2407025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2407024.750000 Penalty: 4932.179199
	Iteration 52F: 3 clusters Score -2407025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -112153.109375 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -112153.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110131.210938 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -110131.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -110619.476562 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -110619.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -110872.101562 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -110872.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -111082.164062 Penalty: 3512.527344
	Iteration 3F: 3 clusters Score -111082.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -111256.984375 Penalty: 3512.527344
	Iteration 4F: 3 clusters Score -111257 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -111454.367188 Penalty: 3512.527344
	Iteration 5F: 3 clusters Score -111454.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -111728.484375 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -111728.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -111914.382812 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -111914.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -112039.398438 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -112039.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -112115.000000 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -112115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -112150.140625 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -112150.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112172.289062 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -112172.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -112199.414062 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -112199.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -112253.960938 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -112254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -112319.218750 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -112319.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -112395.406250 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -112395.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112463.250000 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -112463.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112508.929688 Penalty: 3512.527344
	Iteration 17Q: 3 clusters Score -112508.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112518.195312 Penalty: 3512.527344
	Iteration 18Q: 3 clusters Score -112518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112518.195312 Penalty: 3512.527344
	Iteration 19F: 3 clusters Score -112518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 42274 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8551 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 20825 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 13 contains 324033 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161545 members 
Mstep: Class 16 contains 486 members 
Entering Unmasked Estep 
Score: -70755552.000000 Penalty: 53003.992188
Splitting cluster 12 changes total score from -70756696.000000 to -70755552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (324033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324033 members 
Entering Unmasked Estep 
Score: -36743104.000000 Penalty: 3146.772949
	Iteration 0F: 2 clusters Score -3.67431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162643 members 
Mstep: Class 2 contains 161390 members 
Entering Unmasked Estep 
Score: -36555640.000000 Penalty: 6293.545898
	Iteration 0F: 3 clusters Score -3.655564e+07 nChanged 157303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175632 members 
Mstep: Class 2 contains 148401 members 
Entering Unmasked Estep 
Score: -36649916.000000 Penalty: 6293.545898
	Iteration 1F: 3 clusters Score -3.664992e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184655 members 
Mstep: Class 2 contains 139378 members 
Entering Unmasked Estep 
Score: -36653552.000000 Penalty: 6293.545898
	Iteration 2Q: 3 clusters Score -3.665355e+07 nChanged 15235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198678 members 
Mstep: Class 2 contains 125355 members 
Entering Unmasked Estep 
Score: -36658900.000000 Penalty: 6293.545898
	Iteration 3Q: 3 clusters Score -3.66589e+07 nChanged 21093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219181 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -36669208.000000 Penalty: 6293.545898
	Iteration 4F: 3 clusters Score -3.666921e+07 nChanged 27386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246335 members 
Mstep: Class 2 contains 77698 members 
Entering Unmasked Estep 
Score: -36687088.000000 Penalty: 6293.545898
	Iteration 5F: 3 clusters Score -3.668709e+07 nChanged 29444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275695 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -36707084.000000 Penalty: 6293.545898
	Iteration 6F: 3 clusters Score -3.670708e+07 nChanged 23835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299516 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -36724292.000000 Penalty: 6293.545898
	Iteration 7F: 3 clusters Score -3.672429e+07 nChanged 14147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313661 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -36734088.000000 Penalty: 6293.545898
	Iteration 8Q: 3 clusters Score -3.673409e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320051 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -36737996.000000 Penalty: 6293.545898
	Iteration 9Q: 3 clusters Score -3.6738e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322427 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -36739392.000000 Penalty: 6293.545898
	Iteration 10Q: 3 clusters Score -3.673939e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323204 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -36739932.000000 Penalty: 6293.545898
	Iteration 11Q: 3 clusters Score -3.673993e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323480 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -36740056.000000 Penalty: 6293.545898
	Iteration 12Q: 3 clusters Score -3.674006e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323571 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -36740144.000000 Penalty: 6293.545898
	Iteration 13Q: 3 clusters Score -3.674014e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323613 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -36740148.000000 Penalty: 6293.545898
	Iteration 14Q: 3 clusters Score -3.674015e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323629 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -36740196.000000 Penalty: 6293.545898
	Iteration 15Q: 3 clusters Score -3.67402e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323649 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -36740220.000000 Penalty: 6293.545898
	Iteration 16Q: 3 clusters Score -3.674022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323662 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36740260.000000 Penalty: 6293.545898
	Iteration 17Q: 3 clusters Score -3.674026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323667 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -36740276.000000 Penalty: 6293.545898
	Iteration 18Q: 3 clusters Score -3.674028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323670 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -36740284.000000 Penalty: 6293.545898
	Iteration 19Q: 3 clusters Score -3.674028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323674 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36740296.000000 Penalty: 6293.545898
	Iteration 20F: 3 clusters Score -3.67403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323675 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36740308.000000 Penalty: 6293.545898
	Iteration 21Q: 3 clusters Score -3.674031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323675 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36740300.000000 Penalty: 6293.545898
	Iteration 22Q: 3 clusters Score -3.67403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323674 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36740312.000000 Penalty: 6293.545898
	Iteration 23Q: 3 clusters Score -3.674031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323674 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36740312.000000 Penalty: 6293.545898
	Iteration 24Q: 3 clusters Score -3.674031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323675 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36740316.000000 Penalty: 6293.545898
	Iteration 25Q: 3 clusters Score -3.674032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323676 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -36740336.000000 Penalty: 6293.545898
	Iteration 26Q: 3 clusters Score -3.674034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323679 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -36740308.000000 Penalty: 6293.545898
	Iteration 27Q: 3 clusters Score -3.674031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323678 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36740308.000000 Penalty: 6293.545898
	Iteration 28Q: 3 clusters Score -3.674031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323678 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36740308.000000 Penalty: 6293.545898
	Iteration 29F: 3 clusters Score -3.674031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -139897.640625 Penalty: 1768.462891
	Iteration 0F: 2 clusters Score -139897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137754.203125 Penalty: 3536.925781
	Iteration 0F: 3 clusters Score -137754.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -138067.656250 Penalty: 3536.925781
	Iteration 1F: 3 clusters Score -138067.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -138167.171875 Penalty: 3536.925781
	Iteration 2F: 3 clusters Score -138167.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -138216.125000 Penalty: 3536.925781
	Iteration 3Q: 3 clusters Score -138216.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -138259.625000 Penalty: 3536.925781
	Iteration 4Q: 3 clusters Score -138259.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -138285.593750 Penalty: 3536.925781
	Iteration 5Q: 3 clusters Score -138285.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -138299.218750 Penalty: 3536.925781
	Iteration 6Q: 3 clusters Score -138299.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -138309.875000 Penalty: 3536.925781
	Iteration 7Q: 3 clusters Score -138309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -138311.750000 Penalty: 3536.925781
	Iteration 8Q: 3 clusters Score -138311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -138313.125000 Penalty: 3536.925781
	Iteration 9Q: 3 clusters Score -138313.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -138313.125000 Penalty: 3536.925781
	Iteration 10F: 3 clusters Score -138313.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (161545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161545 members 
Entering Unmasked Estep 
Score: -18260908.000000 Penalty: 2974.149658
	Iteration 0F: 2 clusters Score -1.826091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -18155670.000000 Penalty: 5948.299316
	Iteration 0F: 3 clusters Score -1.815567e+07 nChanged 77545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -18202074.000000 Penalty: 5948.299316
	Iteration 1F: 3 clusters Score -1.820207e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76139 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
Score: -18204254.000000 Penalty: 5948.299316
	Iteration 2Q: 3 clusters Score -1.820425e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 88861 members 
Entering Unmasked Estep 
Score: -18207434.000000 Penalty: 5948.299316
	Iteration 3Q: 3 clusters Score -1.820743e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -18212482.000000 Penalty: 5948.299316
	Iteration 4F: 3 clusters Score -1.821248e+07 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 101536 members 
Entering Unmasked Estep 
Score: -18219198.000000 Penalty: 5948.299316
	Iteration 5F: 3 clusters Score -1.82192e+07 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 110692 members 
Entering Unmasked Estep 
Score: -18226862.000000 Penalty: 5948.299316
	Iteration 6F: 3 clusters Score -1.822686e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 120795 members 
Entering Unmasked Estep 
Score: -18234826.000000 Penalty: 5948.299316
	Iteration 7F: 3 clusters Score -1.823483e+07 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 130633 members 
Entering Unmasked Estep 
Score: -18242190.000000 Penalty: 5948.299316
	Iteration 8F: 3 clusters Score -1.824219e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 139201 members 
Entering Unmasked Estep 
Score: -18248548.000000 Penalty: 5948.299316
	Iteration 9F: 3 clusters Score -1.824855e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 145711 members 
Entering Unmasked Estep 
Score: -18252796.000000 Penalty: 5948.299316
	Iteration 10Q: 3 clusters Score -1.82528e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 150292 members 
Entering Unmasked Estep 
Score: -18255726.000000 Penalty: 5948.299316
	Iteration 11Q: 3 clusters Score -1.825573e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 153520 members 
Entering Unmasked Estep 
Score: -18257722.000000 Penalty: 5948.299316
	Iteration 12Q: 3 clusters Score -1.825772e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 155691 members 
Entering Unmasked Estep 
Score: -18258722.000000 Penalty: 5948.299316
	Iteration 13Q: 3 clusters Score -1.825872e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 157054 members 
Entering Unmasked Estep 
Score: -18259374.000000 Penalty: 5948.299316
	Iteration 14Q: 3 clusters Score -1.825937e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 157865 members 
Entering Unmasked Estep 
Score: -18259780.000000 Penalty: 5948.299316
	Iteration 15Q: 3 clusters Score -1.825978e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 158351 members 
Entering Unmasked Estep 
Score: -18259974.000000 Penalty: 5948.299316
	Iteration 16Q: 3 clusters Score -1.825997e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 158663 members 
Entering Unmasked Estep 
Score: -18260106.000000 Penalty: 5948.299316
	Iteration 17Q: 3 clusters Score -1.826011e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 158860 members 
Entering Unmasked Estep 
Score: -18260208.000000 Penalty: 5948.299316
	Iteration 18Q: 3 clusters Score -1.826021e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 159006 members 
Entering Unmasked Estep 
Score: -18260304.000000 Penalty: 5948.299316
	Iteration 19Q: 3 clusters Score -1.82603e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 159070 members 
Entering Unmasked Estep 
Score: -18260366.000000 Penalty: 5948.299316
	Iteration 20F: 3 clusters Score -1.826037e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 159116 members 
Entering Unmasked Estep 
Score: -18260428.000000 Penalty: 5948.299316
	Iteration 21Q: 3 clusters Score -1.826043e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 159142 members 
Entering Unmasked Estep 
Score: -18260488.000000 Penalty: 5948.299316
	Iteration 22Q: 3 clusters Score -1.826049e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -18260488.000000 Penalty: 5948.299316
	Iteration 23Q: 3 clusters Score -1.826049e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 159141 members 
Entering Unmasked Estep 
Score: -18260538.000000 Penalty: 5948.299316
	Iteration 24Q: 3 clusters Score -1.826054e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -18260552.000000 Penalty: 5948.299316
	Iteration 25Q: 3 clusters Score -1.826055e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 159136 members 
Entering Unmasked Estep 
Score: -18260560.000000 Penalty: 5948.299316
	Iteration 26Q: 3 clusters Score -1.826056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 159127 members 
Entering Unmasked Estep 
Score: -18260558.000000 Penalty: 5948.299316
	Iteration 27Q: 3 clusters Score -1.826056e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 159127 members 
Entering Unmasked Estep 
Score: -18260582.000000 Penalty: 5948.299316
	Iteration 28Q: 3 clusters Score -1.826058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 159121 members 
Entering Unmasked Estep 
Score: -18260566.000000 Penalty: 5948.299316
	Iteration 29Q: 3 clusters Score -1.826057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 159120 members 
Entering Unmasked Estep 
Score: -18260584.000000 Penalty: 5948.299316
	Iteration 30Q: 3 clusters Score -1.826058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 159122 members 
Entering Unmasked Estep 
Score: -18260586.000000 Penalty: 5948.299316
	Iteration 31Q: 3 clusters Score -1.826059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 159125 members 
Entering Unmasked Estep 
Score: -18260586.000000 Penalty: 5948.299316
	Iteration 32Q: 3 clusters Score -1.826059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 159123 members 
Entering Unmasked Estep 
Score: -18260562.000000 Penalty: 5948.299316
	Iteration 33Q: 3 clusters Score -1.826056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 159119 members 
Entering Unmasked Estep 
Score: -18260574.000000 Penalty: 5948.299316
	Iteration 34Q: 3 clusters Score -1.826057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 159117 members 
Entering Unmasked Estep 
Score: -18260570.000000 Penalty: 5948.299316
	Iteration 35Q: 3 clusters Score -1.826057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 159114 members 
Entering Unmasked Estep 
Score: -18260572.000000 Penalty: 5948.299316
	Iteration 36Q: 3 clusters Score -1.826057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 159110 members 
Entering Unmasked Estep 
Score: -18260566.000000 Penalty: 5948.299316
	Iteration 37Q: 3 clusters Score -1.826057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 159109 members 
Entering Unmasked Estep 
Score: -18260558.000000 Penalty: 5948.299316
	Iteration 38Q: 3 clusters Score -1.826056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 159108 members 
Entering Unmasked Estep 
Score: -18260584.000000 Penalty: 5948.299316
	Iteration 39Q: 3 clusters Score -1.826058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 159107 members 
Entering Unmasked Estep 
Score: -18260580.000000 Penalty: 5948.299316
	Iteration 40F: 3 clusters Score -1.826058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 42274 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8551 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 20825 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324033 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756704.000000 Penalty: 49691.242188
Iteration 159Q: 16 clusters Score -7.07567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 42270 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8552 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324031 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756720.000000 Penalty: 49691.242188
Iteration 160F: 16 clusters Score -7.075672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8555 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324030 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756728.000000 Penalty: 49691.242188
Iteration 161Q: 16 clusters Score -7.075673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8559 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324022 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756704.000000 Penalty: 49691.242188
Iteration 162Q: 16 clusters Score -7.07567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8562 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324021 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756688.000000 Penalty: 49691.242188
Iteration 163Q: 16 clusters Score -7.075669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324020 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756696.000000 Penalty: 49691.242188
Iteration 164Q: 16 clusters Score -7.07567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324020 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756712.000000 Penalty: 49691.242188
Iteration 165Q: 16 clusters Score -7.075671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324020 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756696.000000 Penalty: 49691.242188
Iteration 166Q: 16 clusters Score -7.07567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324018 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756712.000000 Penalty: 49691.242188
Iteration 167Q: 16 clusters Score -7.075671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324015 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756696.000000 Penalty: 49691.242188
Iteration 168Q: 16 clusters Score -7.07567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324013 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756704.000000 Penalty: 49691.242188
Iteration 169Q: 16 clusters Score -7.07567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324011 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756688.000000 Penalty: 49691.242188
Iteration 170Q: 16 clusters Score -7.075669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324009 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756688.000000 Penalty: 49691.242188
Iteration 171Q: 16 clusters Score -7.075669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324010 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756688.000000 Penalty: 49691.242188
Iteration 172Q: 16 clusters Score -7.075669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324011 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756672.000000 Penalty: 49691.242188
Iteration 173Q: 16 clusters Score -7.075667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324012 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756648.000000 Penalty: 49691.242188
Iteration 174Q: 16 clusters Score -7.075665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324013 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756680.000000 Penalty: 49691.242188
Iteration 175Q: 16 clusters Score -7.075668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324013 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756680.000000 Penalty: 49691.242188
Iteration 176Q: 16 clusters Score -7.075668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324011 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756672.000000 Penalty: 49691.242188
Iteration 177Q: 16 clusters Score -7.075667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324008 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756688.000000 Penalty: 49691.242188
Iteration 178Q: 16 clusters Score -7.075669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324004 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756688.000000 Penalty: 49691.242188
Iteration 179Q: 16 clusters Score -7.075669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23157 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324000 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756680.000000 Penalty: 49691.242188
Iteration 180F: 16 clusters Score -7.075668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 23160 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 324000 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756664.000000 Penalty: 49691.242188
Iteration 181Q: 16 clusters Score -7.075666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8564 members 
Mstep: Class 10 contains 23162 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323997 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756680.000000 Penalty: 49691.242188
Iteration 182Q: 16 clusters Score -7.075668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8565 members 
Mstep: Class 10 contains 23163 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323995 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756704.000000 Penalty: 49691.242188
Iteration 183Q: 16 clusters Score -7.07567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8565 members 
Mstep: Class 10 contains 23165 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323994 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756688.000000 Penalty: 49691.242188
Iteration 184Q: 16 clusters Score -7.075669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8565 members 
Mstep: Class 10 contains 23170 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323992 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756680.000000 Penalty: 49691.242188
Iteration 185Q: 16 clusters Score -7.075668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8565 members 
Mstep: Class 10 contains 23174 members 
Mstep: Class 11 contains 20828 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323988 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756728.000000 Penalty: 49691.242188
Iteration 186Q: 16 clusters Score -7.075673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8565 members 
Mstep: Class 10 contains 23179 members 
Mstep: Class 11 contains 20828 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323985 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756744.000000 Penalty: 49691.242188
Iteration 187Q: 16 clusters Score -7.075674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8566 members 
Mstep: Class 10 contains 23185 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323980 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756792.000000 Penalty: 49691.242188
Iteration 188Q: 16 clusters Score -7.075679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23190 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323974 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756800.000000 Penalty: 49691.242188
Iteration 189Q: 16 clusters Score -7.07568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23191 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323972 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756792.000000 Penalty: 49691.242188
Iteration 190Q: 16 clusters Score -7.075679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 42266 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23193 members 
Mstep: Class 11 contains 20827 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323974 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756768.000000 Penalty: 49691.242188
Iteration 191Q: 16 clusters Score -7.075677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 42265 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23197 members 
Mstep: Class 11 contains 20826 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323975 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756768.000000 Penalty: 49691.242188
Iteration 192Q: 16 clusters Score -7.075677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 42263 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23201 members 
Mstep: Class 11 contains 20825 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323977 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756760.000000 Penalty: 49691.242188
Iteration 193Q: 16 clusters Score -7.075676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 42261 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23207 members 
Mstep: Class 11 contains 20825 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323972 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756752.000000 Penalty: 49691.242188
Iteration 194Q: 16 clusters Score -7.075675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 42259 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23213 members 
Mstep: Class 11 contains 20825 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323969 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756784.000000 Penalty: 49691.242188
Iteration 195Q: 16 clusters Score -7.075678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 42257 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23218 members 
Mstep: Class 11 contains 20825 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323968 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756808.000000 Penalty: 49691.242188
Iteration 196Q: 16 clusters Score -7.075681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23222 members 
Mstep: Class 11 contains 20825 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323964 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756800.000000 Penalty: 49691.242188
Iteration 197Q: 16 clusters Score -7.07568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323960 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756832.000000 Penalty: 49691.242188
Iteration 198Q: 16 clusters Score -7.075683e+07 nChanged 8
Entering ConstructFrom: 
Score: -70756832.000000 Penalty: 49691.242188
Entering ConstructFrom: 
Trying to split cluster 1 (24218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Entering Unmasked Estep 
Score: -2783714.750000 Penalty: 2503.523193
	Iteration 0F: 2 clusters Score -2783715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2766827.250000 Penalty: 5007.046387
	Iteration 0F: 3 clusters Score -2766827 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2772521.000000 Penalty: 5007.046387
	Iteration 1F: 3 clusters Score -2772521 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2773000.750000 Penalty: 5007.046387
	Iteration 2F: 3 clusters Score -2773001 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2773516.250000 Penalty: 5007.046387
	Iteration 3F: 3 clusters Score -2773516 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2774126.250000 Penalty: 5007.046387
	Iteration 4F: 3 clusters Score -2774126 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2774973.250000 Penalty: 5007.046387
	Iteration 5F: 3 clusters Score -2774973 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2776101.250000 Penalty: 5007.046387
	Iteration 6F: 3 clusters Score -2776101 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2777547.500000 Penalty: 5007.046387
	Iteration 7F: 3 clusters Score -2777548 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2779040.000000 Penalty: 5007.046387
	Iteration 8F: 3 clusters Score -2779040 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2780311.000000 Penalty: 5007.046387
	Iteration 9F: 3 clusters Score -2780311 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2781226.000000 Penalty: 5007.046387
	Iteration 10Q: 3 clusters Score -2781226 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2781738.000000 Penalty: 5007.046387
	Iteration 11Q: 3 clusters Score -2781738 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2782057.750000 Penalty: 5007.046387
	Iteration 12Q: 3 clusters Score -2782058 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2782254.250000 Penalty: 5007.046387
	Iteration 13Q: 3 clusters Score -2782254 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2782389.750000 Penalty: 5007.046387
	Iteration 14Q: 3 clusters Score -2782390 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2782487.000000 Penalty: 5007.046387
	Iteration 15Q: 3 clusters Score -2782487 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2782540.500000 Penalty: 5007.046387
	Iteration 16Q: 3 clusters Score -2782540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2782566.000000 Penalty: 5007.046387
	Iteration 17Q: 3 clusters Score -2782566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -2782588.250000 Penalty: 5007.046387
	Iteration 18Q: 3 clusters Score -2782588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2782602.750000 Penalty: 5007.046387
	Iteration 19Q: 3 clusters Score -2782603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2782618.250000 Penalty: 5007.046387
	Iteration 20F: 3 clusters Score -2782618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2782626.000000 Penalty: 5007.046387
	Iteration 21Q: 3 clusters Score -2782626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2782633.500000 Penalty: 5007.046387
	Iteration 22Q: 3 clusters Score -2782634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2782635.000000 Penalty: 5007.046387
	Iteration 23Q: 3 clusters Score -2782635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2782637.250000 Penalty: 5007.046387
	Iteration 24Q: 3 clusters Score -2782637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -2782640.500000 Penalty: 5007.046387
	Iteration 25Q: 3 clusters Score -2782640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2782641.500000 Penalty: 5007.046387
	Iteration 26Q: 3 clusters Score -2782642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2782648.750000 Penalty: 5007.046387
	Iteration 27Q: 3 clusters Score -2782649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2782647.750000 Penalty: 5007.046387
	Iteration 28Q: 3 clusters Score -2782648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2782650.000000 Penalty: 5007.046387
	Iteration 29Q: 3 clusters Score -2782650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2782650.000000 Penalty: 5007.046387
	Iteration 30F: 3 clusters Score -2782650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Entering Unmasked Estep 
Score: -4721217.000000 Penalty: 2641.572510
	Iteration 0F: 2 clusters Score -4721217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -4692572.000000 Penalty: 5283.145020
	Iteration 0F: 3 clusters Score -4692572 nChanged 19456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -4703299.000000 Penalty: 5283.145020
	Iteration 1F: 3 clusters Score -4703299 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -4703746.500000 Penalty: 5283.145020
	Iteration 2Q: 3 clusters Score -4703746 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -4704138.000000 Penalty: 5283.145020
	Iteration 3Q: 3 clusters Score -4704138 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -4704436.000000 Penalty: 5283.145020
	Iteration 4Q: 3 clusters Score -4704436 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -4704767.000000 Penalty: 5283.145020
	Iteration 5Q: 3 clusters Score -4704767 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -4705073.500000 Penalty: 5283.145020
	Iteration 6Q: 3 clusters Score -4705074 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -4705382.000000 Penalty: 5283.145020
	Iteration 7Q: 3 clusters Score -4705382 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -4705662.500000 Penalty: 5283.145020
	Iteration 8Q: 3 clusters Score -4705662 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -4706056.000000 Penalty: 5283.145020
	Iteration 9Q: 3 clusters Score -4706056 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -4706539.000000 Penalty: 5283.145020
	Iteration 10Q: 3 clusters Score -4706539 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -4707142.000000 Penalty: 5283.145020
	Iteration 11Q: 3 clusters Score -4707142 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4707959.500000 Penalty: 5283.145020
	Iteration 12Q: 3 clusters Score -4707960 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -4709090.000000 Penalty: 5283.145020
	Iteration 13F: 3 clusters Score -4709090 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -4710665.500000 Penalty: 5283.145020
	Iteration 14F: 3 clusters Score -4710666 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -4712712.000000 Penalty: 5283.145020
	Iteration 15F: 3 clusters Score -4712712 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -4714993.000000 Penalty: 5283.145020
	Iteration 16F: 3 clusters Score -4714993 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -4716886.000000 Penalty: 5283.145020
	Iteration 17F: 3 clusters Score -4716886 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -4718057.500000 Penalty: 5283.145020
	Iteration 18Q: 3 clusters Score -4718058 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -4718581.000000 Penalty: 5283.145020
	Iteration 19Q: 3 clusters Score -4718581 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -4718840.500000 Penalty: 5283.145020
	Iteration 20F: 3 clusters Score -4718840 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -4718932.500000 Penalty: 5283.145020
	Iteration 21Q: 3 clusters Score -4718932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -4718996.500000 Penalty: 5283.145020
	Iteration 22Q: 3 clusters Score -4718996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -4719034.500000 Penalty: 5283.145020
	Iteration 23Q: 3 clusters Score -4719034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -4719064.000000 Penalty: 5283.145020
	Iteration 24Q: 3 clusters Score -4719064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -4719078.500000 Penalty: 5283.145020
	Iteration 25Q: 3 clusters Score -4719078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -4719104.000000 Penalty: 5283.145020
	Iteration 26Q: 3 clusters Score -4719104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -4719119.500000 Penalty: 5283.145020
	Iteration 27Q: 3 clusters Score -4719120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4719130.000000 Penalty: 5283.145020
	Iteration 28Q: 3 clusters Score -4719130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -4719144.000000 Penalty: 5283.145020
	Iteration 29Q: 3 clusters Score -4719144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -4719146.000000 Penalty: 5283.145020
	Iteration 30Q: 3 clusters Score -4719146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -4719149.000000 Penalty: 5283.145020
	Iteration 31Q: 3 clusters Score -4719149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -4719152.500000 Penalty: 5283.145020
	Iteration 32Q: 3 clusters Score -4719152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -4719149.500000 Penalty: 5283.145020
	Iteration 33Q: 3 clusters Score -4719150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -4719153.000000 Penalty: 5283.145020
	Iteration 34Q: 3 clusters Score -4719153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -4719151.500000 Penalty: 5283.145020
	Iteration 35Q: 3 clusters Score -4719152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -4719154.500000 Penalty: 5283.145020
	Iteration 36Q: 3 clusters Score -4719154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -4719156.000000 Penalty: 5283.145020
	Iteration 37Q: 3 clusters Score -4719156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -4719159.000000 Penalty: 5283.145020
	Iteration 38Q: 3 clusters Score -4719159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -4719159.000000 Penalty: 5283.145020
	Iteration 39F: 3 clusters Score -4719159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -112643.117188 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -112643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -110700.906250 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -110700.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110976.835938 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -110976.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111038.179688 Penalty: 3438.010010
	Iteration 2Q: 3 clusters Score -111038.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111083.812500 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -111083.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111123.718750 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -111123.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111187.117188 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -111187.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111272.554688 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -111272.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -111327.632812 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -111327.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111367.445312 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -111367.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -111426.171875 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -111426.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -111518.562500 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -111518.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -111691.085938 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -111691.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -112223.890625 Penalty: 3438.010010
	Iteration 12F: 3 clusters Score -112223.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -112752.171875 Penalty: 3438.010010
	Iteration 13F: 3 clusters Score -112752.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -112855.664062 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -112855.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -112927.101562 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -112927.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -112978.843750 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -112978.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -113081.757812 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -113081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -113148.296875 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -113148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -113148.296875 Penalty: 3438.010010
	Iteration 19F: 3 clusters Score -113148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 822 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323960 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161535 members 
Mstep: Class 16 contains 202 members 
Entering Unmasked Estep 
Score: -70755704.000000 Penalty: 53003.992188
Splitting cluster 3 changes total score from -70756832.000000 to -70755704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Entering Unmasked Estep 
Score: -480193.125000 Penalty: 2082.693848
	Iteration 0F: 2 clusters Score -480193.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -476092.125000 Penalty: 4165.387695
	Iteration 0F: 3 clusters Score -476092.1 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -477469.187500 Penalty: 4165.387695
	Iteration 1F: 3 clusters Score -477469.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -478048.750000 Penalty: 4165.387695
	Iteration 2F: 3 clusters Score -478048.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -478423.125000 Penalty: 4165.387695
	Iteration 3F: 3 clusters Score -478423.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -478682.625000 Penalty: 4165.387695
	Iteration 4F: 3 clusters Score -478682.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -478948.656250 Penalty: 4165.387695
	Iteration 5F: 3 clusters Score -478948.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -479244.375000 Penalty: 4165.387695
	Iteration 6F: 3 clusters Score -479244.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -479496.375000 Penalty: 4165.387695
	Iteration 7F: 3 clusters Score -479496.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -479668.968750 Penalty: 4165.387695
	Iteration 8Q: 3 clusters Score -479669 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -479816.906250 Penalty: 4165.387695
	Iteration 9Q: 3 clusters Score -479816.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -479918.750000 Penalty: 4165.387695
	Iteration 10Q: 3 clusters Score -479918.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -479993.687500 Penalty: 4165.387695
	Iteration 11Q: 3 clusters Score -479993.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -480064.500000 Penalty: 4165.387695
	Iteration 12Q: 3 clusters Score -480064.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -480122.125000 Penalty: 4165.387695
	Iteration 13Q: 3 clusters Score -480122.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -480155.468750 Penalty: 4165.387695
	Iteration 14Q: 3 clusters Score -480155.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -480191.250000 Penalty: 4165.387695
	Iteration 15Q: 3 clusters Score -480191.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -480235.968750 Penalty: 4165.387695
	Iteration 16Q: 3 clusters Score -480236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -480266.062500 Penalty: 4165.387695
	Iteration 17Q: 3 clusters Score -480266.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -480301.750000 Penalty: 4165.387695
	Iteration 18Q: 3 clusters Score -480301.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -480326.687500 Penalty: 4165.387695
	Iteration 19Q: 3 clusters Score -480326.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -480345.406250 Penalty: 4165.387695
	Iteration 20F: 3 clusters Score -480345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -480354.875000 Penalty: 4165.387695
	Iteration 21Q: 3 clusters Score -480354.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -480366.968750 Penalty: 4165.387695
	Iteration 22Q: 3 clusters Score -480367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -480386.250000 Penalty: 4165.387695
	Iteration 23Q: 3 clusters Score -480386.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -480408.718750 Penalty: 4165.387695
	Iteration 24Q: 3 clusters Score -480408.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -480427.593750 Penalty: 4165.387695
	Iteration 25Q: 3 clusters Score -480427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -480469.812500 Penalty: 4165.387695
	Iteration 26Q: 3 clusters Score -480469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -480514.562500 Penalty: 4165.387695
	Iteration 27Q: 3 clusters Score -480514.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -480555.031250 Penalty: 4165.387695
	Iteration 28Q: 3 clusters Score -480555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -480570.031250 Penalty: 4165.387695
	Iteration 29Q: 3 clusters Score -480570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -480570.031250 Penalty: 4165.387695
	Iteration 30F: 3 clusters Score -480570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323960 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161535 members 
Mstep: Class 16 contains 283 members 
Entering Unmasked Estep 
Score: -70755928.000000 Penalty: 53003.992188
Splitting cluster 4 changes total score from -70756832.000000 to -70755928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -106938.093750 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -106938.1 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 491 members 
Entering Unmasked Estep 
Score: -105114.476562 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -105114.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -105693.140625 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -105693.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -106033.656250 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -106033.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -106255.671875 Penalty: 3420.760254
	Iteration 3F: 3 clusters Score -106255.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -106495.273438 Penalty: 3420.760254
	Iteration 4F: 3 clusters Score -106495.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -106934.578125 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -106934.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -107433.273438 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -107433.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107487.023438 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -107487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -107532.125000 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -107532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -107558.875000 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -107558.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -107594.453125 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -107594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -107600.125000 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -107600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -107607.875000 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -107607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -107607.875000 Penalty: 3420.760254
	Iteration 13F: 3 clusters Score -107607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323960 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161535 members 
Mstep: Class 16 contains 774 members 
Entering Unmasked Estep 
Score: -70756056.000000 Penalty: 53003.992188
Splitting cluster 5 changes total score from -70756832.000000 to -70756056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -128575.109375 Penalty: 1761.215698
	Iteration 0F: 2 clusters Score -128575.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -126527.218750 Penalty: 3522.431396
	Iteration 0F: 3 clusters Score -126527.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127047.335938 Penalty: 3522.431396
	Iteration 1F: 3 clusters Score -127047.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -127362.929688 Penalty: 3522.431396
	Iteration 2F: 3 clusters Score -127362.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -127669.078125 Penalty: 3522.431396
	Iteration 3F: 3 clusters Score -127669.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -127895.828125 Penalty: 3522.431396
	Iteration 4F: 3 clusters Score -127895.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -128066.765625 Penalty: 3522.431396
	Iteration 5F: 3 clusters Score -128066.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -128239.062500 Penalty: 3522.431396
	Iteration 6Q: 3 clusters Score -128239.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -128373.781250 Penalty: 3522.431396
	Iteration 7Q: 3 clusters Score -128373.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -128425.726562 Penalty: 3522.431396
	Iteration 8Q: 3 clusters Score -128425.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -128447.265625 Penalty: 3522.431396
	Iteration 9Q: 3 clusters Score -128447.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -128461.875000 Penalty: 3522.431396
	Iteration 10Q: 3 clusters Score -128461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -128468.718750 Penalty: 3522.431396
	Iteration 11Q: 3 clusters Score -128468.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -128473.804688 Penalty: 3522.431396
	Iteration 12Q: 3 clusters Score -128473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -128475.078125 Penalty: 3522.431396
	Iteration 13Q: 3 clusters Score -128475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -128476.562500 Penalty: 3522.431396
	Iteration 14Q: 3 clusters Score -128476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -128478.492188 Penalty: 3522.431396
	Iteration 15Q: 3 clusters Score -128478.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -128478.492188 Penalty: 3522.431396
	Iteration 16F: 3 clusters Score -128478.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Entering Unmasked Estep 
Score: -1959460.750000 Penalty: 2414.561035
	Iteration 0F: 2 clusters Score -1959461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1947236.875000 Penalty: 4829.122070
	Iteration 0F: 3 clusters Score -1947237 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1951191.750000 Penalty: 4829.122070
	Iteration 1F: 3 clusters Score -1951192 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1951493.250000 Penalty: 4829.122070
	Iteration 2F: 3 clusters Score -1951493 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1951741.125000 Penalty: 4829.122070
	Iteration 3Q: 3 clusters Score -1951741 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1951940.875000 Penalty: 4829.122070
	Iteration 4Q: 3 clusters Score -1951941 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1952104.500000 Penalty: 4829.122070
	Iteration 5Q: 3 clusters Score -1952104 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1952272.875000 Penalty: 4829.122070
	Iteration 6Q: 3 clusters Score -1952273 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1952450.250000 Penalty: 4829.122070
	Iteration 7Q: 3 clusters Score -1952450 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1952655.000000 Penalty: 4829.122070
	Iteration 8Q: 3 clusters Score -1952655 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1952884.875000 Penalty: 4829.122070
	Iteration 9Q: 3 clusters Score -1952885 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1953110.250000 Penalty: 4829.122070
	Iteration 10Q: 3 clusters Score -1953110 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1953382.250000 Penalty: 4829.122070
	Iteration 11Q: 3 clusters Score -1953382 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1953680.875000 Penalty: 4829.122070
	Iteration 12Q: 3 clusters Score -1953681 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1954028.000000 Penalty: 4829.122070
	Iteration 13Q: 3 clusters Score -1954028 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1954413.125000 Penalty: 4829.122070
	Iteration 14Q: 3 clusters Score -1954413 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1954899.125000 Penalty: 4829.122070
	Iteration 15Q: 3 clusters Score -1954899 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1955381.250000 Penalty: 4829.122070
	Iteration 16Q: 3 clusters Score -1955381 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1955758.375000 Penalty: 4829.122070
	Iteration 17Q: 3 clusters Score -1955758 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1955975.500000 Penalty: 4829.122070
	Iteration 18Q: 3 clusters Score -1955976 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1956120.625000 Penalty: 4829.122070
	Iteration 19Q: 3 clusters Score -1956121 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1956205.875000 Penalty: 4829.122070
	Iteration 20F: 3 clusters Score -1956206 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1956266.125000 Penalty: 4829.122070
	Iteration 21Q: 3 clusters Score -1956266 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1956332.375000 Penalty: 4829.122070
	Iteration 22Q: 3 clusters Score -1956332 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1956393.250000 Penalty: 4829.122070
	Iteration 23Q: 3 clusters Score -1956393 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1956447.750000 Penalty: 4829.122070
	Iteration 24Q: 3 clusters Score -1956448 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1956500.750000 Penalty: 4829.122070
	Iteration 25Q: 3 clusters Score -1956501 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1956540.250000 Penalty: 4829.122070
	Iteration 26Q: 3 clusters Score -1956540 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1956593.250000 Penalty: 4829.122070
	Iteration 27Q: 3 clusters Score -1956593 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1956627.250000 Penalty: 4829.122070
	Iteration 28Q: 3 clusters Score -1956627 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1956647.500000 Penalty: 4829.122070
	Iteration 29Q: 3 clusters Score -1956648 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1956679.875000 Penalty: 4829.122070
	Iteration 30Q: 3 clusters Score -1956680 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1956711.625000 Penalty: 4829.122070
	Iteration 31Q: 3 clusters Score -1956712 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1956743.000000 Penalty: 4829.122070
	Iteration 32Q: 3 clusters Score -1956743 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1956769.500000 Penalty: 4829.122070
	Iteration 33Q: 3 clusters Score -1956770 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1956784.625000 Penalty: 4829.122070
	Iteration 34Q: 3 clusters Score -1956785 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1956804.250000 Penalty: 4829.122070
	Iteration 35Q: 3 clusters Score -1956804 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1956833.000000 Penalty: 4829.122070
	Iteration 36Q: 3 clusters Score -1956833 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1956855.125000 Penalty: 4829.122070
	Iteration 37Q: 3 clusters Score -1956855 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1956872.875000 Penalty: 4829.122070
	Iteration 38Q: 3 clusters Score -1956873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1956884.250000 Penalty: 4829.122070
	Iteration 39Q: 3 clusters Score -1956884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1956897.500000 Penalty: 4829.122070
	Iteration 40F: 3 clusters Score -1956898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1956908.750000 Penalty: 4829.122070
	Iteration 41Q: 3 clusters Score -1956909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1956916.250000 Penalty: 4829.122070
	Iteration 42Q: 3 clusters Score -1956916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1956926.000000 Penalty: 4829.122070
	Iteration 43Q: 3 clusters Score -1956926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1956931.250000 Penalty: 4829.122070
	Iteration 44Q: 3 clusters Score -1956931 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1956937.125000 Penalty: 4829.122070
	Iteration 45Q: 3 clusters Score -1956937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1956949.000000 Penalty: 4829.122070
	Iteration 46Q: 3 clusters Score -1956949 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1956949.875000 Penalty: 4829.122070
	Iteration 47Q: 3 clusters Score -1956950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1956960.125000 Penalty: 4829.122070
	Iteration 48Q: 3 clusters Score -1956960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1956977.375000 Penalty: 4829.122070
	Iteration 49Q: 3 clusters Score -1956977 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1956987.250000 Penalty: 4829.122070
	Iteration 50Q: 3 clusters Score -1956987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1956992.875000 Penalty: 4829.122070
	Iteration 51Q: 3 clusters Score -1956993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1957001.375000 Penalty: 4829.122070
	Iteration 52Q: 3 clusters Score -1957001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1957013.875000 Penalty: 4829.122070
	Iteration 53Q: 3 clusters Score -1957014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1957017.125000 Penalty: 4829.122070
	Iteration 54Q: 3 clusters Score -1957017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1957022.250000 Penalty: 4829.122070
	Iteration 55Q: 3 clusters Score -1957022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1957031.625000 Penalty: 4829.122070
	Iteration 56Q: 3 clusters Score -1957032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1957038.500000 Penalty: 4829.122070
	Iteration 57Q: 3 clusters Score -1957038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1957038.125000 Penalty: 4829.122070
	Iteration 58Q: 3 clusters Score -1957038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1957041.625000 Penalty: 4829.122070
	Iteration 59Q: 3 clusters Score -1957042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1957051.000000 Penalty: 4829.122070
	Iteration 60F: 3 clusters Score -1957051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1957060.625000 Penalty: 4829.122070
	Iteration 61Q: 3 clusters Score -1957061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1957067.750000 Penalty: 4829.122070
	Iteration 62Q: 3 clusters Score -1957068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1957071.875000 Penalty: 4829.122070
	Iteration 63Q: 3 clusters Score -1957072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1957074.125000 Penalty: 4829.122070
	Iteration 64Q: 3 clusters Score -1957074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1957078.750000 Penalty: 4829.122070
	Iteration 65Q: 3 clusters Score -1957079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1957082.375000 Penalty: 4829.122070
	Iteration 66Q: 3 clusters Score -1957082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1957083.375000 Penalty: 4829.122070
	Iteration 67Q: 3 clusters Score -1957083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1957086.625000 Penalty: 4829.122070
	Iteration 68Q: 3 clusters Score -1957087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1957093.375000 Penalty: 4829.122070
	Iteration 69Q: 3 clusters Score -1957093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1957099.750000 Penalty: 4829.122070
	Iteration 70Q: 3 clusters Score -1957100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1957108.250000 Penalty: 4829.122070
	Iteration 71Q: 3 clusters Score -1957108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1957110.750000 Penalty: 4829.122070
	Iteration 72Q: 3 clusters Score -1957111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1957116.875000 Penalty: 4829.122070
	Iteration 73Q: 3 clusters Score -1957117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1957124.500000 Penalty: 4829.122070
	Iteration 74Q: 3 clusters Score -1957124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1957126.875000 Penalty: 4829.122070
	Iteration 75Q: 3 clusters Score -1957127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1957131.500000 Penalty: 4829.122070
	Iteration 76Q: 3 clusters Score -1957132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1957133.625000 Penalty: 4829.122070
	Iteration 77Q: 3 clusters Score -1957134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1957136.125000 Penalty: 4829.122070
	Iteration 78Q: 3 clusters Score -1957136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1957138.250000 Penalty: 4829.122070
	Iteration 79Q: 3 clusters Score -1957138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1957139.625000 Penalty: 4829.122070
	Iteration 80F: 3 clusters Score -1957140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1957143.250000 Penalty: 4829.122070
	Iteration 81Q: 3 clusters Score -1957143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1957142.625000 Penalty: 4829.122070
	Iteration 82Q: 3 clusters Score -1957143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1957144.750000 Penalty: 4829.122070
	Iteration 83Q: 3 clusters Score -1957145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1957148.375000 Penalty: 4829.122070
	Iteration 84Q: 3 clusters Score -1957148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1957145.625000 Penalty: 4829.122070
	Iteration 85Q: 3 clusters Score -1957146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1957148.875000 Penalty: 4829.122070
	Iteration 86Q: 3 clusters Score -1957149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1957153.125000 Penalty: 4829.122070
	Iteration 87Q: 3 clusters Score -1957153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1957155.250000 Penalty: 4829.122070
	Iteration 88Q: 3 clusters Score -1957155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1957155.625000 Penalty: 4829.122070
	Iteration 89Q: 3 clusters Score -1957156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1957154.875000 Penalty: 4829.122070
	Iteration 90Q: 3 clusters Score -1957155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1957154.125000 Penalty: 4829.122070
	Iteration 91Q: 3 clusters Score -1957154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1957155.875000 Penalty: 4829.122070
	Iteration 92Q: 3 clusters Score -1957156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1957157.000000 Penalty: 4829.122070
	Iteration 93Q: 3 clusters Score -1957157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1957157.750000 Penalty: 4829.122070
	Iteration 94Q: 3 clusters Score -1957158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1957154.875000 Penalty: 4829.122070
	Iteration 95Q: 3 clusters Score -1957155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1957155.375000 Penalty: 4829.122070
	Iteration 96Q: 3 clusters Score -1957155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1957156.625000 Penalty: 4829.122070
	Iteration 97Q: 3 clusters Score -1957157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1957156.625000 Penalty: 4829.122070
	Iteration 98F: 3 clusters Score -1957157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -110705.984375 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -110706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -108685.671875 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -108685.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -109129.218750 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -109129.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -109426.484375 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -109426.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -109662.070312 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -109662.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -109886.484375 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -109886.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -110259.765625 Penalty: 3496.860840
	Iteration 5F: 3 clusters Score -110259.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -110527.570312 Penalty: 3496.860840
	Iteration 6F: 3 clusters Score -110527.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -110657.906250 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -110657.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -110768.453125 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -110768.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -110836.632812 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -110836.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -110891.148438 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -110891.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -110950.656250 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -110950.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -111042.218750 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -111042.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -111085.976562 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -111086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -111091.773438 Penalty: 3496.860840
	Iteration 14Q: 3 clusters Score -111091.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -111091.773438 Penalty: 3496.860840
	Iteration 15F: 3 clusters Score -111091.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 312 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323960 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161535 members 
Mstep: Class 16 contains 841 members 
Entering Unmasked Estep 
Score: -70755616.000000 Penalty: 53003.992188
Splitting cluster 8 changes total score from -70756832.000000 to -70755616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (8567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Entering Unmasked Estep 
Score: -987299.937500 Penalty: 2245.806885
	Iteration 0F: 2 clusters Score -987299.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -980547.437500 Penalty: 4491.613770
	Iteration 0F: 3 clusters Score -980547.4 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -982498.125000 Penalty: 4491.613770
	Iteration 1F: 3 clusters Score -982498.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -982986.687500 Penalty: 4491.613770
	Iteration 2F: 3 clusters Score -982986.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -983503.687500 Penalty: 4491.613770
	Iteration 3F: 3 clusters Score -983503.7 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -983979.062500 Penalty: 4491.613770
	Iteration 4F: 3 clusters Score -983979.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -984397.875000 Penalty: 4491.613770
	Iteration 5F: 3 clusters Score -984397.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -984770.937500 Penalty: 4491.613770
	Iteration 6F: 3 clusters Score -984770.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -985138.312500 Penalty: 4491.613770
	Iteration 7F: 3 clusters Score -985138.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -985511.062500 Penalty: 4491.613770
	Iteration 8F: 3 clusters Score -985511.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -985805.937500 Penalty: 4491.613770
	Iteration 9Q: 3 clusters Score -985805.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -986037.312500 Penalty: 4491.613770
	Iteration 10Q: 3 clusters Score -986037.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -986206.250000 Penalty: 4491.613770
	Iteration 11Q: 3 clusters Score -986206.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -986350.375000 Penalty: 4491.613770
	Iteration 12Q: 3 clusters Score -986350.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -986464.500000 Penalty: 4491.613770
	Iteration 13Q: 3 clusters Score -986464.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -986543.937500 Penalty: 4491.613770
	Iteration 14Q: 3 clusters Score -986543.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -986602.562500 Penalty: 4491.613770
	Iteration 15Q: 3 clusters Score -986602.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -986641.312500 Penalty: 4491.613770
	Iteration 16Q: 3 clusters Score -986641.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -986659.187500 Penalty: 4491.613770
	Iteration 17Q: 3 clusters Score -986659.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -986671.625000 Penalty: 4491.613770
	Iteration 18Q: 3 clusters Score -986671.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -986677.000000 Penalty: 4491.613770
	Iteration 19Q: 3 clusters Score -986677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -986684.875000 Penalty: 4491.613770
	Iteration 20F: 3 clusters Score -986684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -986687.000000 Penalty: 4491.613770
	Iteration 21Q: 3 clusters Score -986687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -986688.625000 Penalty: 4491.613770
	Iteration 22Q: 3 clusters Score -986688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -986691.437500 Penalty: 4491.613770
	Iteration 23Q: 3 clusters Score -986691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -986691.437500 Penalty: 4491.613770
	Iteration 24Q: 3 clusters Score -986691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -986690.437500 Penalty: 4491.613770
	Iteration 25Q: 3 clusters Score -986690.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -986690.437500 Penalty: 4491.613770
	Iteration 26F: 3 clusters Score -986690.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Entering Unmasked Estep 
Score: -2667827.000000 Penalty: 2493.161621
	Iteration 0F: 2 clusters Score -2667827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2651646.250000 Penalty: 4986.323242
	Iteration 0F: 3 clusters Score -2651646 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2657199.250000 Penalty: 4986.323242
	Iteration 1F: 3 clusters Score -2657199 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2657563.500000 Penalty: 4986.323242
	Iteration 2Q: 3 clusters Score -2657564 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2657846.000000 Penalty: 4986.323242
	Iteration 3Q: 3 clusters Score -2657846 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2658104.750000 Penalty: 4986.323242
	Iteration 4Q: 3 clusters Score -2658105 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2658379.250000 Penalty: 4986.323242
	Iteration 5Q: 3 clusters Score -2658379 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2658640.500000 Penalty: 4986.323242
	Iteration 6Q: 3 clusters Score -2658640 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2658915.250000 Penalty: 4986.323242
	Iteration 7Q: 3 clusters Score -2658915 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2659267.500000 Penalty: 4986.323242
	Iteration 8Q: 3 clusters Score -2659268 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2659734.250000 Penalty: 4986.323242
	Iteration 9Q: 3 clusters Score -2659734 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2660312.500000 Penalty: 4986.323242
	Iteration 10Q: 3 clusters Score -2660312 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2661064.500000 Penalty: 4986.323242
	Iteration 11Q: 3 clusters Score -2661064 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2661840.500000 Penalty: 4986.323242
	Iteration 12Q: 3 clusters Score -2661840 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2662528.750000 Penalty: 4986.323242
	Iteration 13Q: 3 clusters Score -2662529 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2663158.000000 Penalty: 4986.323242
	Iteration 14Q: 3 clusters Score -2663158 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2663742.000000 Penalty: 4986.323242
	Iteration 15Q: 3 clusters Score -2663742 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2664301.000000 Penalty: 4986.323242
	Iteration 16Q: 3 clusters Score -2664301 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2664739.500000 Penalty: 4986.323242
	Iteration 17Q: 3 clusters Score -2664740 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2665115.250000 Penalty: 4986.323242
	Iteration 18Q: 3 clusters Score -2665115 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2665372.000000 Penalty: 4986.323242
	Iteration 19Q: 3 clusters Score -2665372 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2665566.250000 Penalty: 4986.323242
	Iteration 20F: 3 clusters Score -2665566 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2665714.000000 Penalty: 4986.323242
	Iteration 21Q: 3 clusters Score -2665714 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2665819.750000 Penalty: 4986.323242
	Iteration 22Q: 3 clusters Score -2665820 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2665897.250000 Penalty: 4986.323242
	Iteration 23Q: 3 clusters Score -2665897 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2665952.500000 Penalty: 4986.323242
	Iteration 24Q: 3 clusters Score -2665952 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2665993.250000 Penalty: 4986.323242
	Iteration 25Q: 3 clusters Score -2665993 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2666024.000000 Penalty: 4986.323242
	Iteration 26Q: 3 clusters Score -2666024 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2666034.500000 Penalty: 4986.323242
	Iteration 27Q: 3 clusters Score -2666034 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2666054.750000 Penalty: 4986.323242
	Iteration 28Q: 3 clusters Score -2666055 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2666066.000000 Penalty: 4986.323242
	Iteration 29Q: 3 clusters Score -2666066 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2666077.750000 Penalty: 4986.323242
	Iteration 30Q: 3 clusters Score -2666078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2666088.500000 Penalty: 4986.323242
	Iteration 31Q: 3 clusters Score -2666088 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2666090.000000 Penalty: 4986.323242
	Iteration 32Q: 3 clusters Score -2666090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2666100.500000 Penalty: 4986.323242
	Iteration 33Q: 3 clusters Score -2666100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2666102.750000 Penalty: 4986.323242
	Iteration 34Q: 3 clusters Score -2666103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2666099.500000 Penalty: 4986.323242
	Iteration 35Q: 3 clusters Score -2666100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2666107.000000 Penalty: 4986.323242
	Iteration 36Q: 3 clusters Score -2666107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2666113.000000 Penalty: 4986.323242
	Iteration 37Q: 3 clusters Score -2666113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2666108.750000 Penalty: 4986.323242
	Iteration 38Q: 3 clusters Score -2666109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2666110.250000 Penalty: 4986.323242
	Iteration 39Q: 3 clusters Score -2666110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2666112.000000 Penalty: 4986.323242
	Iteration 40F: 3 clusters Score -2666112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2666114.000000 Penalty: 4986.323242
	Iteration 41Q: 3 clusters Score -2666114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2666118.750000 Penalty: 4986.323242
	Iteration 42Q: 3 clusters Score -2666119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2666122.250000 Penalty: 4986.323242
	Iteration 43Q: 3 clusters Score -2666122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2666119.750000 Penalty: 4986.323242
	Iteration 44Q: 3 clusters Score -2666120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2666124.500000 Penalty: 4986.323242
	Iteration 45Q: 3 clusters Score -2666124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2666125.000000 Penalty: 4986.323242
	Iteration 46Q: 3 clusters Score -2666125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2666122.250000 Penalty: 4986.323242
	Iteration 47Q: 3 clusters Score -2666122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2666125.000000 Penalty: 4986.323242
	Iteration 48Q: 3 clusters Score -2666125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2666126.500000 Penalty: 4986.323242
	Iteration 49Q: 3 clusters Score -2666126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2666126.500000 Penalty: 4986.323242
	Iteration 50F: 3 clusters Score -2666126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Entering Unmasked Estep 
Score: -2408598.500000 Penalty: 2466.077637
	Iteration 0F: 2 clusters Score -2408598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2393920.750000 Penalty: 4932.155273
	Iteration 0F: 3 clusters Score -2393921 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2398903.500000 Penalty: 4932.155273
	Iteration 1F: 3 clusters Score -2398904 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2399345.750000 Penalty: 4932.155273
	Iteration 2F: 3 clusters Score -2399346 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2399761.250000 Penalty: 4932.155273
	Iteration 3Q: 3 clusters Score -2399761 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2400164.750000 Penalty: 4932.155273
	Iteration 4Q: 3 clusters Score -2400165 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2400591.500000 Penalty: 4932.155273
	Iteration 5Q: 3 clusters Score -2400592 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2401037.500000 Penalty: 4932.155273
	Iteration 6Q: 3 clusters Score -2401038 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2401520.500000 Penalty: 4932.155273
	Iteration 7Q: 3 clusters Score -2401520 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2402086.500000 Penalty: 4932.155273
	Iteration 8Q: 3 clusters Score -2402086 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2402733.000000 Penalty: 4932.155273
	Iteration 9Q: 3 clusters Score -2402733 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2403418.750000 Penalty: 4932.155273
	Iteration 10Q: 3 clusters Score -2403419 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2403977.500000 Penalty: 4932.155273
	Iteration 11Q: 3 clusters Score -2403978 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2404298.500000 Penalty: 4932.155273
	Iteration 12Q: 3 clusters Score -2404298 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2404526.000000 Penalty: 4932.155273
	Iteration 13Q: 3 clusters Score -2404526 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2404673.500000 Penalty: 4932.155273
	Iteration 14Q: 3 clusters Score -2404674 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2404813.000000 Penalty: 4932.155273
	Iteration 15Q: 3 clusters Score -2404813 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2404907.750000 Penalty: 4932.155273
	Iteration 16Q: 3 clusters Score -2404908 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2404979.000000 Penalty: 4932.155273
	Iteration 17Q: 3 clusters Score -2404979 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2405054.000000 Penalty: 4932.155273
	Iteration 18Q: 3 clusters Score -2405054 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2405096.750000 Penalty: 4932.155273
	Iteration 19Q: 3 clusters Score -2405097 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2405150.750000 Penalty: 4932.155273
	Iteration 20F: 3 clusters Score -2405151 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2405215.250000 Penalty: 4932.155273
	Iteration 21Q: 3 clusters Score -2405215 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2405267.750000 Penalty: 4932.155273
	Iteration 22Q: 3 clusters Score -2405268 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2405312.750000 Penalty: 4932.155273
	Iteration 23Q: 3 clusters Score -2405313 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2405355.500000 Penalty: 4932.155273
	Iteration 24Q: 3 clusters Score -2405356 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2405404.250000 Penalty: 4932.155273
	Iteration 25Q: 3 clusters Score -2405404 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2405439.000000 Penalty: 4932.155273
	Iteration 26Q: 3 clusters Score -2405439 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2405477.250000 Penalty: 4932.155273
	Iteration 27Q: 3 clusters Score -2405477 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2405523.250000 Penalty: 4932.155273
	Iteration 28Q: 3 clusters Score -2405523 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2405565.250000 Penalty: 4932.155273
	Iteration 29Q: 3 clusters Score -2405565 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2405618.500000 Penalty: 4932.155273
	Iteration 30Q: 3 clusters Score -2405618 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2405647.250000 Penalty: 4932.155273
	Iteration 31Q: 3 clusters Score -2405647 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2405689.000000 Penalty: 4932.155273
	Iteration 32Q: 3 clusters Score -2405689 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2405734.250000 Penalty: 4932.155273
	Iteration 33Q: 3 clusters Score -2405734 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2405772.750000 Penalty: 4932.155273
	Iteration 34Q: 3 clusters Score -2405773 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2405823.750000 Penalty: 4932.155273
	Iteration 35Q: 3 clusters Score -2405824 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2405864.000000 Penalty: 4932.155273
	Iteration 36Q: 3 clusters Score -2405864 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2405906.500000 Penalty: 4932.155273
	Iteration 37Q: 3 clusters Score -2405906 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2405964.750000 Penalty: 4932.155273
	Iteration 38Q: 3 clusters Score -2405965 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2406024.000000 Penalty: 4932.155273
	Iteration 39Q: 3 clusters Score -2406024 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2406065.250000 Penalty: 4932.155273
	Iteration 40F: 3 clusters Score -2406065 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2406115.750000 Penalty: 4932.155273
	Iteration 41Q: 3 clusters Score -2406116 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2406172.000000 Penalty: 4932.155273
	Iteration 42Q: 3 clusters Score -2406172 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2406223.500000 Penalty: 4932.155273
	Iteration 43Q: 3 clusters Score -2406224 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2406254.000000 Penalty: 4932.155273
	Iteration 44Q: 3 clusters Score -2406254 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2406291.750000 Penalty: 4932.155273
	Iteration 45Q: 3 clusters Score -2406292 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2406332.500000 Penalty: 4932.155273
	Iteration 46Q: 3 clusters Score -2406332 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2406366.250000 Penalty: 4932.155273
	Iteration 47Q: 3 clusters Score -2406366 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2406400.750000 Penalty: 4932.155273
	Iteration 48Q: 3 clusters Score -2406401 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2406432.500000 Penalty: 4932.155273
	Iteration 49Q: 3 clusters Score -2406432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2406478.750000 Penalty: 4932.155273
	Iteration 50Q: 3 clusters Score -2406479 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2406505.750000 Penalty: 4932.155273
	Iteration 51Q: 3 clusters Score -2406506 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2406547.000000 Penalty: 4932.155273
	Iteration 52Q: 3 clusters Score -2406547 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2406594.500000 Penalty: 4932.155273
	Iteration 53Q: 3 clusters Score -2406594 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2406638.000000 Penalty: 4932.155273
	Iteration 54Q: 3 clusters Score -2406638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2406662.500000 Penalty: 4932.155273
	Iteration 55Q: 3 clusters Score -2406662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2406681.500000 Penalty: 4932.155273
	Iteration 56Q: 3 clusters Score -2406682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2406717.250000 Penalty: 4932.155273
	Iteration 57Q: 3 clusters Score -2406717 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2406736.000000 Penalty: 4932.155273
	Iteration 58Q: 3 clusters Score -2406736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2406748.750000 Penalty: 4932.155273
	Iteration 59Q: 3 clusters Score -2406749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2406756.000000 Penalty: 4932.155273
	Iteration 60F: 3 clusters Score -2406756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2406762.000000 Penalty: 4932.155273
	Iteration 61Q: 3 clusters Score -2406762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2406772.500000 Penalty: 4932.155273
	Iteration 62Q: 3 clusters Score -2406772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2406780.750000 Penalty: 4932.155273
	Iteration 63Q: 3 clusters Score -2406781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2406786.250000 Penalty: 4932.155273
	Iteration 64Q: 3 clusters Score -2406786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2406787.500000 Penalty: 4932.155273
	Iteration 65Q: 3 clusters Score -2406788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2406795.000000 Penalty: 4932.155273
	Iteration 66Q: 3 clusters Score -2406795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2406800.250000 Penalty: 4932.155273
	Iteration 67Q: 3 clusters Score -2406800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2406803.000000 Penalty: 4932.155273
	Iteration 68Q: 3 clusters Score -2406803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2406804.000000 Penalty: 4932.155273
	Iteration 69Q: 3 clusters Score -2406804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2406805.250000 Penalty: 4932.155273
	Iteration 70Q: 3 clusters Score -2406805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2406809.000000 Penalty: 4932.155273
	Iteration 71Q: 3 clusters Score -2406809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2406816.750000 Penalty: 4932.155273
	Iteration 72Q: 3 clusters Score -2406817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2406815.750000 Penalty: 4932.155273
	Iteration 73Q: 3 clusters Score -2406816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2406822.250000 Penalty: 4932.155273
	Iteration 74Q: 3 clusters Score -2406822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2406822.250000 Penalty: 4932.155273
	Iteration 75Q: 3 clusters Score -2406822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2406828.500000 Penalty: 4932.155273
	Iteration 76Q: 3 clusters Score -2406828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2406833.250000 Penalty: 4932.155273
	Iteration 77Q: 3 clusters Score -2406833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2406831.250000 Penalty: 4932.155273
	Iteration 78Q: 3 clusters Score -2406831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2406831.750000 Penalty: 4932.155273
	Iteration 79Q: 3 clusters Score -2406832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2406830.250000 Penalty: 4932.155273
	Iteration 80F: 3 clusters Score -2406830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2406830.250000 Penalty: 4932.155273
	Iteration 81Q: 3 clusters Score -2406830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2406832.250000 Penalty: 4932.155273
	Iteration 82Q: 3 clusters Score -2406832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2406832.250000 Penalty: 4932.155273
	Iteration 83F: 3 clusters Score -2406832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -112153.109375 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -112153.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -110155.445312 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -110155.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -110921.171875 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -110921.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -111568.867188 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -111568.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -111840.140625 Penalty: 3512.527344
	Iteration 3F: 3 clusters Score -111840.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -112011.710938 Penalty: 3512.527344
	Iteration 4F: 3 clusters Score -112011.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112152.046875 Penalty: 3512.527344
	Iteration 5Q: 3 clusters Score -112152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -112262.828125 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -112262.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112316.875000 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -112316.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112345.554688 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -112345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112351.757812 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -112351.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112357.062500 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -112357.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112360.000000 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -112360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112362.656250 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -112362.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112367.078125 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -112367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112375.062500 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -112375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112376.882812 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -112376.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112377.273438 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -112377.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112377.273438 Penalty: 3512.527344
	Iteration 17F: 3 clusters Score -112377.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 323960 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161535 members 
Mstep: Class 16 contains 406 members 
Entering Unmasked Estep 
Score: -70755472.000000 Penalty: 53003.992188
Splitting cluster 12 changes total score from -70756832.000000 to -70755472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (323960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323960 members 
Entering Unmasked Estep 
Score: -36734896.000000 Penalty: 3146.717041
	Iteration 0F: 2 clusters Score -3.67349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161926 members 
Mstep: Class 2 contains 162034 members 
Entering Unmasked Estep 
Score: -36547416.000000 Penalty: 6293.434082
	Iteration 0F: 3 clusters Score -3.654742e+07 nChanged 156983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158245 members 
Mstep: Class 2 contains 165715 members 
Entering Unmasked Estep 
Score: -36640372.000000 Penalty: 6293.434082
	Iteration 1F: 3 clusters Score -3.664037e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 167486 members 
Entering Unmasked Estep 
Score: -36641744.000000 Penalty: 6293.434082
	Iteration 2Q: 3 clusters Score -3.664174e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153782 members 
Mstep: Class 2 contains 170178 members 
Entering Unmasked Estep 
Score: -36643640.000000 Penalty: 6293.434082
	Iteration 3Q: 3 clusters Score -3.664364e+07 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149710 members 
Mstep: Class 2 contains 174250 members 
Entering Unmasked Estep 
Score: -36645884.000000 Penalty: 6293.434082
	Iteration 4Q: 3 clusters Score -3.664588e+07 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 180253 members 
Entering Unmasked Estep 
Score: -36648624.000000 Penalty: 6293.434082
	Iteration 5Q: 3 clusters Score -3.664862e+07 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135148 members 
Mstep: Class 2 contains 188812 members 
Entering Unmasked Estep 
Score: -36652964.000000 Penalty: 6293.434082
	Iteration 6Q: 3 clusters Score -3.665296e+07 nChanged 15088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123282 members 
Mstep: Class 2 contains 200678 members 
Entering Unmasked Estep 
Score: -36659404.000000 Penalty: 6293.434082
	Iteration 7Q: 3 clusters Score -3.66594e+07 nChanged 18177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 215787 members 
Entering Unmasked Estep 
Score: -36669328.000000 Penalty: 6293.434082
	Iteration 8F: 3 clusters Score -3.666933e+07 nChanged 20052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 232473 members 
Entering Unmasked Estep 
Score: -36682400.000000 Penalty: 6293.434082
	Iteration 9F: 3 clusters Score -3.66824e+07 nChanged 19579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 247808 members 
Entering Unmasked Estep 
Score: -36696132.000000 Penalty: 6293.434082
	Iteration 10F: 3 clusters Score -3.669613e+07 nChanged 16282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 258560 members 
Entering Unmasked Estep 
Score: -36706744.000000 Penalty: 6293.434082
	Iteration 11F: 3 clusters Score -3.670674e+07 nChanged 12406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 264796 members 
Entering Unmasked Estep 
Score: -36712264.000000 Penalty: 6293.434082
	Iteration 12Q: 3 clusters Score -3.671226e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 268939 members 
Entering Unmasked Estep 
Score: -36714840.000000 Penalty: 6293.434082
	Iteration 13Q: 3 clusters Score -3.671484e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 272515 members 
Entering Unmasked Estep 
Score: -36716004.000000 Penalty: 6293.434082
	Iteration 14Q: 3 clusters Score -3.6716e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 275612 members 
Entering Unmasked Estep 
Score: -36716640.000000 Penalty: 6293.434082
	Iteration 15Q: 3 clusters Score -3.671664e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 278552 members 
Entering Unmasked Estep 
Score: -36717168.000000 Penalty: 6293.434082
	Iteration 16Q: 3 clusters Score -3.671717e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 281321 members 
Entering Unmasked Estep 
Score: -36717832.000000 Penalty: 6293.434082
	Iteration 17Q: 3 clusters Score -3.671783e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 284086 members 
Entering Unmasked Estep 
Score: -36718640.000000 Penalty: 6293.434082
	Iteration 18Q: 3 clusters Score -3.671864e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 286823 members 
Entering Unmasked Estep 
Score: -36719312.000000 Penalty: 6293.434082
	Iteration 19Q: 3 clusters Score -3.671931e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 289404 members 
Entering Unmasked Estep 
Score: -36719964.000000 Penalty: 6293.434082
	Iteration 20F: 3 clusters Score -3.671996e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 291863 members 
Entering Unmasked Estep 
Score: -36720532.000000 Penalty: 6293.434082
	Iteration 21Q: 3 clusters Score -3.672053e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 294262 members 
Entering Unmasked Estep 
Score: -36721196.000000 Penalty: 6293.434082
	Iteration 22Q: 3 clusters Score -3.67212e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 296542 members 
Entering Unmasked Estep 
Score: -36722224.000000 Penalty: 6293.434082
	Iteration 23Q: 3 clusters Score -3.672222e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 298740 members 
Entering Unmasked Estep 
Score: -36723092.000000 Penalty: 6293.434082
	Iteration 24Q: 3 clusters Score -3.672309e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 300868 members 
Entering Unmasked Estep 
Score: -36723896.000000 Penalty: 6293.434082
	Iteration 25Q: 3 clusters Score -3.67239e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 302898 members 
Entering Unmasked Estep 
Score: -36724704.000000 Penalty: 6293.434082
	Iteration 26Q: 3 clusters Score -3.67247e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 304875 members 
Entering Unmasked Estep 
Score: -36725256.000000 Penalty: 6293.434082
	Iteration 27Q: 3 clusters Score -3.672526e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 306773 members 
Entering Unmasked Estep 
Score: -36725708.000000 Penalty: 6293.434082
	Iteration 28Q: 3 clusters Score -3.672571e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 308500 members 
Entering Unmasked Estep 
Score: -36726232.000000 Penalty: 6293.434082
	Iteration 29Q: 3 clusters Score -3.672623e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 310106 members 
Entering Unmasked Estep 
Score: -36726864.000000 Penalty: 6293.434082
	Iteration 30Q: 3 clusters Score -3.672686e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 311579 members 
Entering Unmasked Estep 
Score: -36727488.000000 Penalty: 6293.434082
	Iteration 31Q: 3 clusters Score -3.672749e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 312958 members 
Entering Unmasked Estep 
Score: -36727840.000000 Penalty: 6293.434082
	Iteration 32Q: 3 clusters Score -3.672784e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 314179 members 
Entering Unmasked Estep 
Score: -36728224.000000 Penalty: 6293.434082
	Iteration 33Q: 3 clusters Score -3.672822e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 315301 members 
Entering Unmasked Estep 
Score: -36728552.000000 Penalty: 6293.434082
	Iteration 34Q: 3 clusters Score -3.672855e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 316337 members 
Entering Unmasked Estep 
Score: -36728872.000000 Penalty: 6293.434082
	Iteration 35Q: 3 clusters Score -3.672887e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 317236 members 
Entering Unmasked Estep 
Score: -36729224.000000 Penalty: 6293.434082
	Iteration 36Q: 3 clusters Score -3.672922e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 318027 members 
Entering Unmasked Estep 
Score: -36729528.000000 Penalty: 6293.434082
	Iteration 37Q: 3 clusters Score -3.672953e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 318782 members 
Entering Unmasked Estep 
Score: -36729936.000000 Penalty: 6293.434082
	Iteration 38Q: 3 clusters Score -3.672994e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 319438 members 
Entering Unmasked Estep 
Score: -36730280.000000 Penalty: 6293.434082
	Iteration 39Q: 3 clusters Score -3.673028e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 320009 members 
Entering Unmasked Estep 
Score: -36730648.000000 Penalty: 6293.434082
	Iteration 40F: 3 clusters Score -3.673065e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 320541 members 
Entering Unmasked Estep 
Score: -36730872.000000 Penalty: 6293.434082
	Iteration 41Q: 3 clusters Score -3.673087e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 320965 members 
Entering Unmasked Estep 
Score: -36731128.000000 Penalty: 6293.434082
	Iteration 42Q: 3 clusters Score -3.673113e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 321315 members 
Entering Unmasked Estep 
Score: -36731356.000000 Penalty: 6293.434082
	Iteration 43Q: 3 clusters Score -3.673136e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 321634 members 
Entering Unmasked Estep 
Score: -36731444.000000 Penalty: 6293.434082
	Iteration 44Q: 3 clusters Score -3.673144e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 321891 members 
Entering Unmasked Estep 
Score: -36731608.000000 Penalty: 6293.434082
	Iteration 45Q: 3 clusters Score -3.673161e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 322121 members 
Entering Unmasked Estep 
Score: -36731732.000000 Penalty: 6293.434082
	Iteration 46Q: 3 clusters Score -3.673173e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 322308 members 
Entering Unmasked Estep 
Score: -36731776.000000 Penalty: 6293.434082
	Iteration 47Q: 3 clusters Score -3.673178e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 322471 members 
Entering Unmasked Estep 
Score: -36731888.000000 Penalty: 6293.434082
	Iteration 48Q: 3 clusters Score -3.673189e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 322610 members 
Entering Unmasked Estep 
Score: -36731936.000000 Penalty: 6293.434082
	Iteration 49Q: 3 clusters Score -3.673194e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 322724 members 
Entering Unmasked Estep 
Score: -36732004.000000 Penalty: 6293.434082
	Iteration 50Q: 3 clusters Score -3.6732e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 322815 members 
Entering Unmasked Estep 
Score: -36732044.000000 Penalty: 6293.434082
	Iteration 51Q: 3 clusters Score -3.673204e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 322885 members 
Entering Unmasked Estep 
Score: -36732104.000000 Penalty: 6293.434082
	Iteration 52Q: 3 clusters Score -3.67321e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 322929 members 
Entering Unmasked Estep 
Score: -36732096.000000 Penalty: 6293.434082
	Iteration 53Q: 3 clusters Score -3.67321e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 322974 members 
Entering Unmasked Estep 
Score: -36732120.000000 Penalty: 6293.434082
	Iteration 54Q: 3 clusters Score -3.673212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 323001 members 
Entering Unmasked Estep 
Score: -36732136.000000 Penalty: 6293.434082
	Iteration 55Q: 3 clusters Score -3.673214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 323023 members 
Entering Unmasked Estep 
Score: -36732128.000000 Penalty: 6293.434082
	Iteration 56Q: 3 clusters Score -3.673213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 323048 members 
Entering Unmasked Estep 
Score: -36732148.000000 Penalty: 6293.434082
	Iteration 57Q: 3 clusters Score -3.673215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 323065 members 
Entering Unmasked Estep 
Score: -36732132.000000 Penalty: 6293.434082
	Iteration 58Q: 3 clusters Score -3.673213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 323076 members 
Entering Unmasked Estep 
Score: -36732152.000000 Penalty: 6293.434082
	Iteration 59Q: 3 clusters Score -3.673215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 323083 members 
Entering Unmasked Estep 
Score: -36732188.000000 Penalty: 6293.434082
	Iteration 60F: 3 clusters Score -3.673219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 323088 members 
Entering Unmasked Estep 
Score: -36732200.000000 Penalty: 6293.434082
	Iteration 61Q: 3 clusters Score -3.67322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 323091 members 
Entering Unmasked Estep 
Score: -36732208.000000 Penalty: 6293.434082
	Iteration 62Q: 3 clusters Score -3.673221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 323098 members 
Entering Unmasked Estep 
Score: -36732204.000000 Penalty: 6293.434082
	Iteration 63Q: 3 clusters Score -3.67322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 323101 members 
Entering Unmasked Estep 
Score: -36732176.000000 Penalty: 6293.434082
	Iteration 64Q: 3 clusters Score -3.673218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 323105 members 
Entering Unmasked Estep 
Score: -36732184.000000 Penalty: 6293.434082
	Iteration 65Q: 3 clusters Score -3.673218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 323106 members 
Entering Unmasked Estep 
Score: -36732188.000000 Penalty: 6293.434082
	Iteration 66Q: 3 clusters Score -3.673219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 323105 members 
Entering Unmasked Estep 
Score: -36732176.000000 Penalty: 6293.434082
	Iteration 67Q: 3 clusters Score -3.673218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 323105 members 
Entering Unmasked Estep 
Score: -36732192.000000 Penalty: 6293.434082
	Iteration 68Q: 3 clusters Score -3.673219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 323109 members 
Entering Unmasked Estep 
Score: -36732244.000000 Penalty: 6293.434082
	Iteration 69Q: 3 clusters Score -3.673224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 323116 members 
Entering Unmasked Estep 
Score: -36732212.000000 Penalty: 6293.434082
	Iteration 70Q: 3 clusters Score -3.673221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 323124 members 
Entering Unmasked Estep 
Score: -36732232.000000 Penalty: 6293.434082
	Iteration 71Q: 3 clusters Score -3.673223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 323126 members 
Entering Unmasked Estep 
Score: -36732232.000000 Penalty: 6293.434082
	Iteration 72Q: 3 clusters Score -3.673223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 323130 members 
Entering Unmasked Estep 
Score: -36732236.000000 Penalty: 6293.434082
	Iteration 73Q: 3 clusters Score -3.673224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 323132 members 
Entering Unmasked Estep 
Score: -36732248.000000 Penalty: 6293.434082
	Iteration 74Q: 3 clusters Score -3.673225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 323132 members 
Entering Unmasked Estep 
Score: -36732248.000000 Penalty: 6293.434082
	Iteration 75F: 3 clusters Score -3.673225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -139897.640625 Penalty: 1768.462891
	Iteration 0F: 2 clusters Score -139897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -137776.906250 Penalty: 3536.925781
	Iteration 0F: 3 clusters Score -137776.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -138086.968750 Penalty: 3536.925781
	Iteration 1F: 3 clusters Score -138087 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -138170.671875 Penalty: 3536.925781
	Iteration 2F: 3 clusters Score -138170.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -138219.578125 Penalty: 3536.925781
	Iteration 3Q: 3 clusters Score -138219.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -138240.812500 Penalty: 3536.925781
	Iteration 4Q: 3 clusters Score -138240.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -138252.578125 Penalty: 3536.925781
	Iteration 5Q: 3 clusters Score -138252.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -138265.390625 Penalty: 3536.925781
	Iteration 6Q: 3 clusters Score -138265.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -138266.531250 Penalty: 3536.925781
	Iteration 7Q: 3 clusters Score -138266.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -138266.531250 Penalty: 3536.925781
	Iteration 8F: 3 clusters Score -138266.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (161535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161535 members 
Entering Unmasked Estep 
Score: -18259804.000000 Penalty: 2974.134277
	Iteration 0F: 2 clusters Score -1.82598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 80857 members 
Entering Unmasked Estep 
Score: -18154716.000000 Penalty: 5948.268555
	Iteration 0F: 3 clusters Score -1.815472e+07 nChanged 77240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79634 members 
Mstep: Class 2 contains 81901 members 
Entering Unmasked Estep 
Score: -18200142.000000 Penalty: 5948.268555
	Iteration 1F: 3 clusters Score -1.820014e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -18202542.000000 Penalty: 5948.268555
	Iteration 2Q: 3 clusters Score -1.820254e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -18206330.000000 Penalty: 5948.268555
	Iteration 3Q: 3 clusters Score -1.820633e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 90897 members 
Entering Unmasked Estep 
Score: -18211772.000000 Penalty: 5948.268555
	Iteration 4F: 3 clusters Score -1.821177e+07 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 96811 members 
Entering Unmasked Estep 
Score: -18218098.000000 Penalty: 5948.268555
	Iteration 5F: 3 clusters Score -1.82181e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 104029 members 
Entering Unmasked Estep 
Score: -18224478.000000 Penalty: 5948.268555
	Iteration 6F: 3 clusters Score -1.822448e+07 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 112310 members 
Entering Unmasked Estep 
Score: -18230670.000000 Penalty: 5948.268555
	Iteration 7F: 3 clusters Score -1.823067e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 120952 members 
Entering Unmasked Estep 
Score: -18236502.000000 Penalty: 5948.268555
	Iteration 8F: 3 clusters Score -1.82365e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 129198 members 
Entering Unmasked Estep 
Score: -18241722.000000 Penalty: 5948.268555
	Iteration 9F: 3 clusters Score -1.824172e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 136548 members 
Entering Unmasked Estep 
Score: -18246258.000000 Penalty: 5948.268555
	Iteration 10Q: 3 clusters Score -1.824626e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 142767 members 
Entering Unmasked Estep 
Score: -18250214.000000 Penalty: 5948.268555
	Iteration 11Q: 3 clusters Score -1.825021e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 147686 members 
Entering Unmasked Estep 
Score: -18253222.000000 Penalty: 5948.268555
	Iteration 12Q: 3 clusters Score -1.825322e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 151219 members 
Entering Unmasked Estep 
Score: -18255400.000000 Penalty: 5948.268555
	Iteration 13Q: 3 clusters Score -1.82554e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 153660 members 
Entering Unmasked Estep 
Score: -18257018.000000 Penalty: 5948.268555
	Iteration 14Q: 3 clusters Score -1.825702e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 155259 members 
Entering Unmasked Estep 
Score: -18257916.000000 Penalty: 5948.268555
	Iteration 15Q: 3 clusters Score -1.825792e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 156323 members 
Entering Unmasked Estep 
Score: -18258466.000000 Penalty: 5948.268555
	Iteration 16Q: 3 clusters Score -1.825847e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 157022 members 
Entering Unmasked Estep 
Score: -18258826.000000 Penalty: 5948.268555
	Iteration 17Q: 3 clusters Score -1.825883e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 157504 members 
Entering Unmasked Estep 
Score: -18259046.000000 Penalty: 5948.268555
	Iteration 18Q: 3 clusters Score -1.825905e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 157833 members 
Entering Unmasked Estep 
Score: -18259182.000000 Penalty: 5948.268555
	Iteration 19Q: 3 clusters Score -1.825918e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 158074 members 
Entering Unmasked Estep 
Score: -18259352.000000 Penalty: 5948.268555
	Iteration 20F: 3 clusters Score -1.825935e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 158213 members 
Entering Unmasked Estep 
Score: -18259392.000000 Penalty: 5948.268555
	Iteration 21Q: 3 clusters Score -1.825939e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 158314 members 
Entering Unmasked Estep 
Score: -18259390.000000 Penalty: 5948.268555
	Iteration 22Q: 3 clusters Score -1.825939e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 158389 members 
Entering Unmasked Estep 
Score: -18259408.000000 Penalty: 5948.268555
	Iteration 23Q: 3 clusters Score -1.825941e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 158454 members 
Entering Unmasked Estep 
Score: -18259422.000000 Penalty: 5948.268555
	Iteration 24Q: 3 clusters Score -1.825942e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 158496 members 
Entering Unmasked Estep 
Score: -18259444.000000 Penalty: 5948.268555
	Iteration 25Q: 3 clusters Score -1.825944e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 158535 members 
Entering Unmasked Estep 
Score: -18259472.000000 Penalty: 5948.268555
	Iteration 26Q: 3 clusters Score -1.825947e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 158570 members 
Entering Unmasked Estep 
Score: -18259484.000000 Penalty: 5948.268555
	Iteration 27Q: 3 clusters Score -1.825948e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 158591 members 
Entering Unmasked Estep 
Score: -18259506.000000 Penalty: 5948.268555
	Iteration 28Q: 3 clusters Score -1.825951e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 158610 members 
Entering Unmasked Estep 
Score: -18259488.000000 Penalty: 5948.268555
	Iteration 29Q: 3 clusters Score -1.825949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 158630 members 
Entering Unmasked Estep 
Score: -18259502.000000 Penalty: 5948.268555
	Iteration 30Q: 3 clusters Score -1.82595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 158644 members 
Entering Unmasked Estep 
Score: -18259506.000000 Penalty: 5948.268555
	Iteration 31Q: 3 clusters Score -1.825951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 158658 members 
Entering Unmasked Estep 
Score: -18259500.000000 Penalty: 5948.268555
	Iteration 32Q: 3 clusters Score -1.82595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 158673 members 
Entering Unmasked Estep 
Score: -18259502.000000 Penalty: 5948.268555
	Iteration 33Q: 3 clusters Score -1.82595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 158681 members 
Entering Unmasked Estep 
Score: -18259508.000000 Penalty: 5948.268555
	Iteration 34Q: 3 clusters Score -1.825951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 158692 members 
Entering Unmasked Estep 
Score: -18259512.000000 Penalty: 5948.268555
	Iteration 35Q: 3 clusters Score -1.825951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 158699 members 
Entering Unmasked Estep 
Score: -18259500.000000 Penalty: 5948.268555
	Iteration 36Q: 3 clusters Score -1.82595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 158706 members 
Entering Unmasked Estep 
Score: -18259504.000000 Penalty: 5948.268555
	Iteration 37Q: 3 clusters Score -1.82595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 158714 members 
Entering Unmasked Estep 
Score: -18259514.000000 Penalty: 5948.268555
	Iteration 38Q: 3 clusters Score -1.825951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 158722 members 
Entering Unmasked Estep 
Score: -18259512.000000 Penalty: 5948.268555
	Iteration 39Q: 3 clusters Score -1.825951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 158726 members 
Entering Unmasked Estep 
Score: -18259512.000000 Penalty: 5948.268555
	Iteration 40F: 3 clusters Score -1.825951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 158728 members 
Entering Unmasked Estep 
Score: -18259512.000000 Penalty: 5948.268555
	Iteration 41Q: 3 clusters Score -1.825951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 158735 members 
Entering Unmasked Estep 
Score: -18259514.000000 Penalty: 5948.268555
	Iteration 42Q: 3 clusters Score -1.825951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 158742 members 
Entering Unmasked Estep 
Score: -18259506.000000 Penalty: 5948.268555
	Iteration 43Q: 3 clusters Score -1.825951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 158748 members 
Entering Unmasked Estep 
Score: -18259508.000000 Penalty: 5948.268555
	Iteration 44Q: 3 clusters Score -1.825951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 158755 members 
Entering Unmasked Estep 
Score: -18259496.000000 Penalty: 5948.268555
	Iteration 45Q: 3 clusters Score -1.82595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 158760 members 
Entering Unmasked Estep 
Score: -18259500.000000 Penalty: 5948.268555
	Iteration 46Q: 3 clusters Score -1.82595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 158762 members 
Entering Unmasked Estep 
Score: -18259504.000000 Penalty: 5948.268555
	Iteration 47Q: 3 clusters Score -1.82595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 158762 members 
Entering Unmasked Estep 
Score: -18259504.000000 Penalty: 5948.268555
	Iteration 48F: 3 clusters Score -1.82595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323960 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756816.000000 Penalty: 49691.242188
Iteration 199Q: 16 clusters Score -7.075682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23228 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323959 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756840.000000 Penalty: 49691.242188
Iteration 200F: 16 clusters Score -7.075684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23229 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323957 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756864.000000 Penalty: 49691.242188
Iteration 201Q: 16 clusters Score -7.075686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23229 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323956 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756872.000000 Penalty: 49691.242188
Iteration 202Q: 16 clusters Score -7.075687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23229 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323956 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756872.000000 Penalty: 49691.242188
Iteration 203F: 16 clusters Score -7.075687e+07 nChanged 0
Entering ConstructFrom: 
Score: -70756872.000000 Penalty: 49691.242188
Entering ConstructFrom: 
Trying to split cluster 1 (24219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Entering Unmasked Estep 
Score: -2783829.250000 Penalty: 2503.533447
	Iteration 0F: 2 clusters Score -2783829 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 12174 members 
Entering Unmasked Estep 
Score: -2767011.000000 Penalty: 5007.066895
	Iteration 0F: 3 clusters Score -2767011 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2772929.500000 Penalty: 5007.066895
	Iteration 1F: 3 clusters Score -2772930 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2776023 nChanged 1269
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Entering Unmasked Estep 
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Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 12345 members 
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Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13273 members 
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Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2782375 nChanged 86
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Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2782397 nChanged 79
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Mstep: Class 1 contains 11114 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11173 members 
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	Iteration 23Q: 3 clusters Score -2782422 nChanged 58
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Mstep: Class 1 contains 11223 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11269 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 28Q: 3 clusters Score -2782446 nChanged 40
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2782448 nChanged 40
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2782570 nChanged 34
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	Iteration 51Q: 3 clusters Score -2782576 nChanged 34
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	Iteration 58Q: 3 clusters Score -2782618 nChanged 49
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	Iteration 59Q: 3 clusters Score -2782621 nChanged 56
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	Iteration 60F: 3 clusters Score -2782625 nChanged 60
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	Iteration 63Q: 3 clusters Score -2782650 nChanged 78
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	Iteration 64Q: 3 clusters Score -2782660 nChanged 77
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	Iteration 71Q: 3 clusters Score -2783162 nChanged 234
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	Iteration 73Q: 3 clusters Score -2783487 nChanged 238
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	Iteration 75Q: 3 clusters Score -2783742 nChanged 175
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	Iteration 77Q: 3 clusters Score -2783822 nChanged 112
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	Iteration 78Q: 3 clusters Score -2783835 nChanged 89
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	Iteration 79Q: 3 clusters Score -2783856 nChanged 81
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	Iteration 80F: 3 clusters Score -2783864 nChanged 65
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	Iteration 81Q: 3 clusters Score -2783884 nChanged 48
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	Iteration 82Q: 3 clusters Score -2783879 nChanged 42
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	Iteration 83Q: 3 clusters Score -2783892 nChanged 29
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	Iteration 86Q: 3 clusters Score -2783895 nChanged 10
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	Iteration 87Q: 3 clusters Score -2783898 nChanged 10
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	Iteration 90Q: 3 clusters Score -2783900 nChanged 6
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	Iteration 91Q: 3 clusters Score -2783902 nChanged 2
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	Iteration 92Q: 3 clusters Score -2783904 nChanged 2
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	Iteration 93Q: 3 clusters Score -2783902 nChanged 4
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	Iteration 94Q: 3 clusters Score -2783900 nChanged 5
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Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2783903.250000 Penalty: 5007.066895
	Iteration 95Q: 3 clusters Score -2783903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2783902.500000 Penalty: 5007.066895
	Iteration 96Q: 3 clusters Score -2783902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2783901.750000 Penalty: 5007.066895
	Iteration 97Q: 3 clusters Score -2783902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2783902.500000 Penalty: 5007.066895
	Iteration 98Q: 3 clusters Score -2783902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2783902.500000 Penalty: 5007.066895
	Iteration 99F: 3 clusters Score -2783902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23229 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323956 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161536 members 
Mstep: Class 16 contains 8426 members 
Entering Unmasked Estep 
Score: -70756176.000000 Penalty: 53003.992188
Splitting cluster 1 changes total score from -70756872.000000 to -70756176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (42256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Entering Unmasked Estep 
Score: -4721217.000000 Penalty: 2641.572510
	Iteration 0F: 2 clusters Score -4721217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -4692485.000000 Penalty: 5283.145020
	Iteration 0F: 3 clusters Score -4692485 nChanged 19436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4703212.500000 Penalty: 5283.145020
	Iteration 1F: 3 clusters Score -4703212 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4703610.500000 Penalty: 5283.145020
	Iteration 2Q: 3 clusters Score -4703610 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -4704011.500000 Penalty: 5283.145020
	Iteration 3Q: 3 clusters Score -4704012 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -4704448.500000 Penalty: 5283.145020
	Iteration 4Q: 3 clusters Score -4704448 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -4704915.000000 Penalty: 5283.145020
	Iteration 5Q: 3 clusters Score -4704915 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -4705420.500000 Penalty: 5283.145020
	Iteration 6Q: 3 clusters Score -4705420 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -4706065.000000 Penalty: 5283.145020
	Iteration 7Q: 3 clusters Score -4706065 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -4706834.500000 Penalty: 5283.145020
	Iteration 8Q: 3 clusters Score -4706834 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -4707677.000000 Penalty: 5283.145020
	Iteration 9Q: 3 clusters Score -4707677 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -4708535.000000 Penalty: 5283.145020
	Iteration 10Q: 3 clusters Score -4708535 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -4709281.500000 Penalty: 5283.145020
	Iteration 11Q: 3 clusters Score -4709282 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -4709915.000000 Penalty: 5283.145020
	Iteration 12Q: 3 clusters Score -4709915 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -4710434.000000 Penalty: 5283.145020
	Iteration 13Q: 3 clusters Score -4710434 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -4710847.500000 Penalty: 5283.145020
	Iteration 14Q: 3 clusters Score -4710848 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -4711220.500000 Penalty: 5283.145020
	Iteration 15Q: 3 clusters Score -4711220 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -4711569.000000 Penalty: 5283.145020
	Iteration 16Q: 3 clusters Score -4711569 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -4711937.000000 Penalty: 5283.145020
	Iteration 17Q: 3 clusters Score -4711937 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -4712339.000000 Penalty: 5283.145020
	Iteration 18Q: 3 clusters Score -4712339 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -4712781.500000 Penalty: 5283.145020
	Iteration 19Q: 3 clusters Score -4712782 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4713313.500000 Penalty: 5283.145020
	Iteration 20F: 3 clusters Score -4713314 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4713910.000000 Penalty: 5283.145020
	Iteration 21Q: 3 clusters Score -4713910 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -4714593.500000 Penalty: 5283.145020
	Iteration 22Q: 3 clusters Score -4714594 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -4715274.000000 Penalty: 5283.145020
	Iteration 23Q: 3 clusters Score -4715274 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4715887.000000 Penalty: 5283.145020
	Iteration 24Q: 3 clusters Score -4715887 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -4716474.500000 Penalty: 5283.145020
	Iteration 25Q: 3 clusters Score -4716474 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -4717030.000000 Penalty: 5283.145020
	Iteration 26Q: 3 clusters Score -4717030 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -4717470.000000 Penalty: 5283.145020
	Iteration 27Q: 3 clusters Score -4717470 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -4717811.000000 Penalty: 5283.145020
	Iteration 28Q: 3 clusters Score -4717811 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -4718056.500000 Penalty: 5283.145020
	Iteration 29Q: 3 clusters Score -4718056 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -4718266.500000 Penalty: 5283.145020
	Iteration 30Q: 3 clusters Score -4718266 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -4718428.000000 Penalty: 5283.145020
	Iteration 31Q: 3 clusters Score -4718428 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -4718568.000000 Penalty: 5283.145020
	Iteration 32Q: 3 clusters Score -4718568 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -4718659.500000 Penalty: 5283.145020
	Iteration 33Q: 3 clusters Score -4718660 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -4718727.000000 Penalty: 5283.145020
	Iteration 34Q: 3 clusters Score -4718727 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -4718772.000000 Penalty: 5283.145020
	Iteration 35Q: 3 clusters Score -4718772 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -4718812.500000 Penalty: 5283.145020
	Iteration 36Q: 3 clusters Score -4718812 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -4718854.500000 Penalty: 5283.145020
	Iteration 37Q: 3 clusters Score -4718854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -4718882.500000 Penalty: 5283.145020
	Iteration 38Q: 3 clusters Score -4718882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -4718898.500000 Penalty: 5283.145020
	Iteration 39Q: 3 clusters Score -4718898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -4718918.000000 Penalty: 5283.145020
	Iteration 40F: 3 clusters Score -4718918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -4718944.000000 Penalty: 5283.145020
	Iteration 41Q: 3 clusters Score -4718944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -4718967.500000 Penalty: 5283.145020
	Iteration 42Q: 3 clusters Score -4718968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -4718980.500000 Penalty: 5283.145020
	Iteration 43Q: 3 clusters Score -4718980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -4719000.500000 Penalty: 5283.145020
	Iteration 44Q: 3 clusters Score -4719000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -4719011.000000 Penalty: 5283.145020
	Iteration 45Q: 3 clusters Score -4719011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -4719023.000000 Penalty: 5283.145020
	Iteration 46Q: 3 clusters Score -4719023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -4719030.500000 Penalty: 5283.145020
	Iteration 47Q: 3 clusters Score -4719030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -4719039.500000 Penalty: 5283.145020
	Iteration 48Q: 3 clusters Score -4719040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -4719049.000000 Penalty: 5283.145020
	Iteration 49Q: 3 clusters Score -4719049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -4719059.000000 Penalty: 5283.145020
	Iteration 50Q: 3 clusters Score -4719059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -4719059.000000 Penalty: 5283.145020
	Iteration 51Q: 3 clusters Score -4719059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -4719061.000000 Penalty: 5283.145020
	Iteration 52Q: 3 clusters Score -4719061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -4719064.500000 Penalty: 5283.145020
	Iteration 53Q: 3 clusters Score -4719064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -4719066.000000 Penalty: 5283.145020
	Iteration 54Q: 3 clusters Score -4719066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -4719068.500000 Penalty: 5283.145020
	Iteration 55Q: 3 clusters Score -4719068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -4719067.000000 Penalty: 5283.145020
	Iteration 56Q: 3 clusters Score -4719067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -4719071.000000 Penalty: 5283.145020
	Iteration 57Q: 3 clusters Score -4719071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -4719071.000000 Penalty: 5283.145020
	Iteration 58Q: 3 clusters Score -4719071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -4719080.000000 Penalty: 5283.145020
	Iteration 59Q: 3 clusters Score -4719080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -4719073.500000 Penalty: 5283.145020
	Iteration 60F: 3 clusters Score -4719074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -4719081.000000 Penalty: 5283.145020
	Iteration 61Q: 3 clusters Score -4719081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -4719085.500000 Penalty: 5283.145020
	Iteration 62Q: 3 clusters Score -4719086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -4719085.500000 Penalty: 5283.145020
	Iteration 63Q: 3 clusters Score -4719086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -4719088.500000 Penalty: 5283.145020
	Iteration 64Q: 3 clusters Score -4719088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -4719091.500000 Penalty: 5283.145020
	Iteration 65Q: 3 clusters Score -4719092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -4719085.000000 Penalty: 5283.145020
	Iteration 66Q: 3 clusters Score -4719085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -4719092.500000 Penalty: 5283.145020
	Iteration 67Q: 3 clusters Score -4719092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -4719095.500000 Penalty: 5283.145020
	Iteration 68Q: 3 clusters Score -4719096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -4719091.500000 Penalty: 5283.145020
	Iteration 69Q: 3 clusters Score -4719092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -4719091.500000 Penalty: 5283.145020
	Iteration 70F: 3 clusters Score -4719092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -112643.117188 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -112643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -110764.328125 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -110764.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -111087.523438 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -111087.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -111275.750000 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -111275.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -111431.085938 Penalty: 3438.010010
	Iteration 3F: 3 clusters Score -111431.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -111554.335938 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -111554.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -111800.023438 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -111800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -112577.601562 Penalty: 3438.010010
	Iteration 6F: 3 clusters Score -112577.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -112795.476562 Penalty: 3438.010010
	Iteration 7F: 3 clusters Score -112795.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -112835.273438 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -112835.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -112858.726562 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -112858.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -112873.625000 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -112873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -112883.750000 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -112883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -112890.765625 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -112890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -112896.117188 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -112896.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -112903.421875 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -112903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -112908.093750 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -112908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -112910.570312 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -112910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -112910.570312 Penalty: 3438.010010
	Iteration 17F: 3 clusters Score -112910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23229 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323956 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161536 members 
Mstep: Class 16 contains 799 members 
Entering Unmasked Estep 
Score: -70755448.000000 Penalty: 53003.992188
Splitting cluster 3 changes total score from -70756872.000000 to -70755448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Entering Unmasked Estep 
Score: -480193.125000 Penalty: 2082.693848
	Iteration 0F: 2 clusters Score -480193.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -475984.906250 Penalty: 4165.387695
	Iteration 0F: 3 clusters Score -475984.9 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -477063.125000 Penalty: 4165.387695
	Iteration 1F: 3 clusters Score -477063.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -477606.437500 Penalty: 4165.387695
	Iteration 2F: 3 clusters Score -477606.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -478293.843750 Penalty: 4165.387695
	Iteration 3F: 3 clusters Score -478293.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -478821.562500 Penalty: 4165.387695
	Iteration 4F: 3 clusters Score -478821.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -479193.062500 Penalty: 4165.387695
	Iteration 5F: 3 clusters Score -479193.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -479442.187500 Penalty: 4165.387695
	Iteration 6F: 3 clusters Score -479442.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -479604.406250 Penalty: 4165.387695
	Iteration 7Q: 3 clusters Score -479604.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -479714.093750 Penalty: 4165.387695
	Iteration 8Q: 3 clusters Score -479714.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -479798.718750 Penalty: 4165.387695
	Iteration 9Q: 3 clusters Score -479798.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -479858.812500 Penalty: 4165.387695
	Iteration 10Q: 3 clusters Score -479858.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -479913.718750 Penalty: 4165.387695
	Iteration 11Q: 3 clusters Score -479913.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -479965.218750 Penalty: 4165.387695
	Iteration 12Q: 3 clusters Score -479965.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -480007.187500 Penalty: 4165.387695
	Iteration 13Q: 3 clusters Score -480007.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -480053.281250 Penalty: 4165.387695
	Iteration 14Q: 3 clusters Score -480053.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -480095.500000 Penalty: 4165.387695
	Iteration 15Q: 3 clusters Score -480095.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -480135.750000 Penalty: 4165.387695
	Iteration 16Q: 3 clusters Score -480135.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -480164.812500 Penalty: 4165.387695
	Iteration 17Q: 3 clusters Score -480164.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -480184.500000 Penalty: 4165.387695
	Iteration 18Q: 3 clusters Score -480184.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -480203.156250 Penalty: 4165.387695
	Iteration 19Q: 3 clusters Score -480203.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -480221.562500 Penalty: 4165.387695
	Iteration 20F: 3 clusters Score -480221.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -480231.375000 Penalty: 4165.387695
	Iteration 21Q: 3 clusters Score -480231.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -480245.750000 Penalty: 4165.387695
	Iteration 22Q: 3 clusters Score -480245.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -480254.000000 Penalty: 4165.387695
	Iteration 23Q: 3 clusters Score -480254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -480259.562500 Penalty: 4165.387695
	Iteration 24Q: 3 clusters Score -480259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -480262.687500 Penalty: 4165.387695
	Iteration 25Q: 3 clusters Score -480262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -480264.093750 Penalty: 4165.387695
	Iteration 26Q: 3 clusters Score -480264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -480264.875000 Penalty: 4165.387695
	Iteration 27Q: 3 clusters Score -480264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -480267.343750 Penalty: 4165.387695
	Iteration 28Q: 3 clusters Score -480267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -480269.500000 Penalty: 4165.387695
	Iteration 29Q: 3 clusters Score -480269.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -480269.500000 Penalty: 4165.387695
	Iteration 30F: 3 clusters Score -480269.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23229 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323956 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161536 members 
Mstep: Class 16 contains 4053 members 
Entering Unmasked Estep 
Score: -70755688.000000 Penalty: 53003.992188
Splitting cluster 4 changes total score from -70756872.000000 to -70755688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -106938.093750 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -106938.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105014.328125 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -105014.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -105452.062500 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -105452.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -105652.054688 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -105652.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -105777.617188 Penalty: 3420.760254
	Iteration 3F: 3 clusters Score -105777.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -105864.085938 Penalty: 3420.760254
	Iteration 4Q: 3 clusters Score -105864.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -105968.664062 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -105968.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -106103.890625 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -106103.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -106245.960938 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -106246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -106512.359375 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -106512.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -106825.742188 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -106825.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -107227.578125 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -107227.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -107466.000000 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -107466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -107510.054688 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -107510.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -107537.140625 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -107537.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -107548.148438 Penalty: 3420.760254
	Iteration 14Q: 3 clusters Score -107548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -107551.687500 Penalty: 3420.760254
	Iteration 15Q: 3 clusters Score -107551.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -107559.320312 Penalty: 3420.760254
	Iteration 16Q: 3 clusters Score -107559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -107562.726562 Penalty: 3420.760254
	Iteration 17Q: 3 clusters Score -107562.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -107562.726562 Penalty: 3420.760254
	Iteration 18F: 3 clusters Score -107562.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 226 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23229 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323956 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161536 members 
Mstep: Class 16 contains 763 members 
Entering Unmasked Estep 
Score: -70756040.000000 Penalty: 53003.992188
Splitting cluster 5 changes total score from -70756872.000000 to -70756040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -128575.109375 Penalty: 1761.215698
	Iteration 0F: 2 clusters Score -128575.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -126462.867188 Penalty: 3522.431396
	Iteration 0F: 3 clusters Score -126462.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -126810.914062 Penalty: 3522.431396
	Iteration 1F: 3 clusters Score -126810.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -127003.937500 Penalty: 3522.431396
	Iteration 2F: 3 clusters Score -127003.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -127216.531250 Penalty: 3522.431396
	Iteration 3F: 3 clusters Score -127216.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127526.062500 Penalty: 3522.431396
	Iteration 4F: 3 clusters Score -127526.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127845.640625 Penalty: 3522.431396
	Iteration 5F: 3 clusters Score -127845.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -128079.187500 Penalty: 3522.431396
	Iteration 6F: 3 clusters Score -128079.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -128282.265625 Penalty: 3522.431396
	Iteration 7F: 3 clusters Score -128282.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -128382.710938 Penalty: 3522.431396
	Iteration 8Q: 3 clusters Score -128382.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -128444.796875 Penalty: 3522.431396
	Iteration 9Q: 3 clusters Score -128444.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -128470.929688 Penalty: 3522.431396
	Iteration 10Q: 3 clusters Score -128470.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -128478.835938 Penalty: 3522.431396
	Iteration 11Q: 3 clusters Score -128478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -128481.765625 Penalty: 3522.431396
	Iteration 12Q: 3 clusters Score -128481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -128482.359375 Penalty: 3522.431396
	Iteration 13Q: 3 clusters Score -128482.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -128482.359375 Penalty: 3522.431396
	Iteration 14F: 3 clusters Score -128482.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Entering Unmasked Estep 
Score: -1959460.750000 Penalty: 2414.561035
	Iteration 0F: 2 clusters Score -1959461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1947459.000000 Penalty: 4829.122070
	Iteration 0F: 3 clusters Score -1947459 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1951188.250000 Penalty: 4829.122070
	Iteration 1F: 3 clusters Score -1951188 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1951531.375000 Penalty: 4829.122070
	Iteration 2F: 3 clusters Score -1951531 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1951819.125000 Penalty: 4829.122070
	Iteration 3Q: 3 clusters Score -1951819 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1952071.250000 Penalty: 4829.122070
	Iteration 4Q: 3 clusters Score -1952071 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1952341.750000 Penalty: 4829.122070
	Iteration 5Q: 3 clusters Score -1952342 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1952630.750000 Penalty: 4829.122070
	Iteration 6Q: 3 clusters Score -1952631 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1952991.750000 Penalty: 4829.122070
	Iteration 7Q: 3 clusters Score -1952992 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1953450.500000 Penalty: 4829.122070
	Iteration 8Q: 3 clusters Score -1953450 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1953944.375000 Penalty: 4829.122070
	Iteration 9Q: 3 clusters Score -1953944 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1954509.125000 Penalty: 4829.122070
	Iteration 10Q: 3 clusters Score -1954509 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1955146.250000 Penalty: 4829.122070
	Iteration 11Q: 3 clusters Score -1955146 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1955723.875000 Penalty: 4829.122070
	Iteration 12Q: 3 clusters Score -1955724 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1956157.125000 Penalty: 4829.122070
	Iteration 13Q: 3 clusters Score -1956157 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1956448.125000 Penalty: 4829.122070
	Iteration 14Q: 3 clusters Score -1956448 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1956667.625000 Penalty: 4829.122070
	Iteration 15Q: 3 clusters Score -1956668 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1956857.000000 Penalty: 4829.122070
	Iteration 16Q: 3 clusters Score -1956857 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1956987.750000 Penalty: 4829.122070
	Iteration 17Q: 3 clusters Score -1956988 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1957069.250000 Penalty: 4829.122070
	Iteration 18Q: 3 clusters Score -1957069 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1957130.000000 Penalty: 4829.122070
	Iteration 19Q: 3 clusters Score -1957130 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1957173.875000 Penalty: 4829.122070
	Iteration 20F: 3 clusters Score -1957174 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1957213.250000 Penalty: 4829.122070
	Iteration 21Q: 3 clusters Score -1957213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1957241.375000 Penalty: 4829.122070
	Iteration 22Q: 3 clusters Score -1957241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1957257.250000 Penalty: 4829.122070
	Iteration 23Q: 3 clusters Score -1957257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1957284.250000 Penalty: 4829.122070
	Iteration 24Q: 3 clusters Score -1957284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1957300.125000 Penalty: 4829.122070
	Iteration 25Q: 3 clusters Score -1957300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1957314.625000 Penalty: 4829.122070
	Iteration 26Q: 3 clusters Score -1957315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1957330.000000 Penalty: 4829.122070
	Iteration 27Q: 3 clusters Score -1957330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1957356.875000 Penalty: 4829.122070
	Iteration 28Q: 3 clusters Score -1957357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1957376.500000 Penalty: 4829.122070
	Iteration 29Q: 3 clusters Score -1957376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1957393.125000 Penalty: 4829.122070
	Iteration 30Q: 3 clusters Score -1957393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1957410.000000 Penalty: 4829.122070
	Iteration 31Q: 3 clusters Score -1957410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1957422.750000 Penalty: 4829.122070
	Iteration 32Q: 3 clusters Score -1957423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1957431.500000 Penalty: 4829.122070
	Iteration 33Q: 3 clusters Score -1957432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1957436.625000 Penalty: 4829.122070
	Iteration 34Q: 3 clusters Score -1957437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1957438.625000 Penalty: 4829.122070
	Iteration 35Q: 3 clusters Score -1957439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1957442.625000 Penalty: 4829.122070
	Iteration 36Q: 3 clusters Score -1957443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1957449.375000 Penalty: 4829.122070
	Iteration 37Q: 3 clusters Score -1957449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1957452.500000 Penalty: 4829.122070
	Iteration 38Q: 3 clusters Score -1957452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1957452.500000 Penalty: 4829.122070
	Iteration 39Q: 3 clusters Score -1957452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1957460.500000 Penalty: 4829.122070
	Iteration 40F: 3 clusters Score -1957460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1957459.375000 Penalty: 4829.122070
	Iteration 41Q: 3 clusters Score -1957459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1957458.625000 Penalty: 4829.122070
	Iteration 42Q: 3 clusters Score -1957459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1957460.750000 Penalty: 4829.122070
	Iteration 43Q: 3 clusters Score -1957461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1957458.875000 Penalty: 4829.122070
	Iteration 44Q: 3 clusters Score -1957459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1957460.500000 Penalty: 4829.122070
	Iteration 45Q: 3 clusters Score -1957460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1957460.250000 Penalty: 4829.122070
	Iteration 46Q: 3 clusters Score -1957460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1957461.875000 Penalty: 4829.122070
	Iteration 47Q: 3 clusters Score -1957462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1957461.875000 Penalty: 4829.122070
	Iteration 48F: 3 clusters Score -1957462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -110705.984375 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -110706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108721.296875 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -108721.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -109389.632812 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -109389.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -109811.828125 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -109811.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -110492.742188 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -110492.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -111304.898438 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -111304.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -111667.671875 Penalty: 3496.860840
	Iteration 5Q: 3 clusters Score -111667.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -111782.171875 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -111782.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -111804.593750 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -111804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -111807.085938 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -111807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -111810.664062 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -111810.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -111810.664062 Penalty: 3496.860840
	Iteration 10F: 3 clusters Score -111810.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23229 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 323956 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161536 members 
Mstep: Class 16 contains 814 members 
Entering Unmasked Estep 
Score: -70756448.000000 Penalty: 53003.992188
Splitting cluster 8 changes total score from -70756872.000000 to -70756448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (8567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Entering Unmasked Estep 
Score: -987299.937500 Penalty: 2245.806885
	Iteration 0F: 2 clusters Score -987299.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -980557.875000 Penalty: 4491.613770
	Iteration 0F: 3 clusters Score -980557.9 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -982708.500000 Penalty: 4491.613770
	Iteration 1F: 3 clusters Score -982708.5 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -983249.687500 Penalty: 4491.613770
	Iteration 2F: 3 clusters Score -983249.7 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -983707.250000 Penalty: 4491.613770
	Iteration 3F: 3 clusters Score -983707.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -984166.437500 Penalty: 4491.613770
	Iteration 4F: 3 clusters Score -984166.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -984588.812500 Penalty: 4491.613770
	Iteration 5F: 3 clusters Score -984588.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -984973.750000 Penalty: 4491.613770
	Iteration 6F: 3 clusters Score -984973.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -985368.000000 Penalty: 4491.613770
	Iteration 7F: 3 clusters Score -985368 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -985721.687500 Penalty: 4491.613770
	Iteration 8Q: 3 clusters Score -985721.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -986011.625000 Penalty: 4491.613770
	Iteration 9Q: 3 clusters Score -986011.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -986214.562500 Penalty: 4491.613770
	Iteration 10Q: 3 clusters Score -986214.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -986356.687500 Penalty: 4491.613770
	Iteration 11Q: 3 clusters Score -986356.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -986460.500000 Penalty: 4491.613770
	Iteration 12Q: 3 clusters Score -986460.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -986539.937500 Penalty: 4491.613770
	Iteration 13Q: 3 clusters Score -986539.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -986598.750000 Penalty: 4491.613770
	Iteration 14Q: 3 clusters Score -986598.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -986634.500000 Penalty: 4491.613770
	Iteration 15Q: 3 clusters Score -986634.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -986658.187500 Penalty: 4491.613770
	Iteration 16Q: 3 clusters Score -986658.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -986669.937500 Penalty: 4491.613770
	Iteration 17Q: 3 clusters Score -986669.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -986685.000000 Penalty: 4491.613770
	Iteration 18Q: 3 clusters Score -986685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -986691.875000 Penalty: 4491.613770
	Iteration 19Q: 3 clusters Score -986691.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -986697.750000 Penalty: 4491.613770
	Iteration 20F: 3 clusters Score -986697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -986701.812500 Penalty: 4491.613770
	Iteration 21Q: 3 clusters Score -986701.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -986702.125000 Penalty: 4491.613770
	Iteration 22Q: 3 clusters Score -986702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -986703.750000 Penalty: 4491.613770
	Iteration 23Q: 3 clusters Score -986703.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -986703.875000 Penalty: 4491.613770
	Iteration 24Q: 3 clusters Score -986703.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -986703.875000 Penalty: 4491.613770
	Iteration 25F: 3 clusters Score -986703.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Entering Unmasked Estep 
Score: -2668041.000000 Penalty: 2493.182861
	Iteration 0F: 2 clusters Score -2668041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2651863.500000 Penalty: 4986.365723
	Iteration 0F: 3 clusters Score -2651864 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2657298.500000 Penalty: 4986.365723
	Iteration 1F: 3 clusters Score -2657298 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2657713.500000 Penalty: 4986.365723
	Iteration 2F: 3 clusters Score -2657714 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2658109.500000 Penalty: 4986.365723
	Iteration 3Q: 3 clusters Score -2658110 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2658548.750000 Penalty: 4986.365723
	Iteration 4Q: 3 clusters Score -2658549 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2659115.500000 Penalty: 4986.365723
	Iteration 5Q: 3 clusters Score -2659116 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2659893.250000 Penalty: 4986.365723
	Iteration 6Q: 3 clusters Score -2659893 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2660776.750000 Penalty: 4986.365723
	Iteration 7F: 3 clusters Score -2660777 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2661841.250000 Penalty: 4986.365723
	Iteration 8F: 3 clusters Score -2661841 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2662799.500000 Penalty: 4986.365723
	Iteration 9F: 3 clusters Score -2662800 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2663479.250000 Penalty: 4986.365723
	Iteration 10Q: 3 clusters Score -2663479 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2663933.000000 Penalty: 4986.365723
	Iteration 11Q: 3 clusters Score -2663933 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2664186.250000 Penalty: 4986.365723
	Iteration 12Q: 3 clusters Score -2664186 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2664359.500000 Penalty: 4986.365723
	Iteration 13Q: 3 clusters Score -2664360 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2664490.000000 Penalty: 4986.365723
	Iteration 14Q: 3 clusters Score -2664490 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2664588.500000 Penalty: 4986.365723
	Iteration 15Q: 3 clusters Score -2664588 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2664682.000000 Penalty: 4986.365723
	Iteration 16Q: 3 clusters Score -2664682 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2664760.750000 Penalty: 4986.365723
	Iteration 17Q: 3 clusters Score -2664761 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2664849.500000 Penalty: 4986.365723
	Iteration 18Q: 3 clusters Score -2664850 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2664943.250000 Penalty: 4986.365723
	Iteration 19Q: 3 clusters Score -2664943 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2665043.250000 Penalty: 4986.365723
	Iteration 20F: 3 clusters Score -2665043 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2665133.000000 Penalty: 4986.365723
	Iteration 21Q: 3 clusters Score -2665133 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2665235.250000 Penalty: 4986.365723
	Iteration 22Q: 3 clusters Score -2665235 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2665310.250000 Penalty: 4986.365723
	Iteration 23Q: 3 clusters Score -2665310 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2665396.250000 Penalty: 4986.365723
	Iteration 24Q: 3 clusters Score -2665396 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2665464.000000 Penalty: 4986.365723
	Iteration 25Q: 3 clusters Score -2665464 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2665519.750000 Penalty: 4986.365723
	Iteration 26Q: 3 clusters Score -2665520 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2665568.000000 Penalty: 4986.365723
	Iteration 27Q: 3 clusters Score -2665568 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2665631.000000 Penalty: 4986.365723
	Iteration 28Q: 3 clusters Score -2665631 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -2665700.750000 Penalty: 4986.365723
	Iteration 29Q: 3 clusters Score -2665701 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2665772.750000 Penalty: 4986.365723
	Iteration 30Q: 3 clusters Score -2665773 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2665853.000000 Penalty: 4986.365723
	Iteration 31Q: 3 clusters Score -2665853 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2665909.250000 Penalty: 4986.365723
	Iteration 32Q: 3 clusters Score -2665909 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2665976.500000 Penalty: 4986.365723
	Iteration 33Q: 3 clusters Score -2665976 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2666019.250000 Penalty: 4986.365723
	Iteration 34Q: 3 clusters Score -2666019 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2666051.250000 Penalty: 4986.365723
	Iteration 35Q: 3 clusters Score -2666051 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2666087.000000 Penalty: 4986.365723
	Iteration 36Q: 3 clusters Score -2666087 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2666113.000000 Penalty: 4986.365723
	Iteration 37Q: 3 clusters Score -2666113 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2666146.250000 Penalty: 4986.365723
	Iteration 38Q: 3 clusters Score -2666146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2666178.750000 Penalty: 4986.365723
	Iteration 39Q: 3 clusters Score -2666179 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2666193.000000 Penalty: 4986.365723
	Iteration 40F: 3 clusters Score -2666193 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2666209.000000 Penalty: 4986.365723
	Iteration 41Q: 3 clusters Score -2666209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2666225.000000 Penalty: 4986.365723
	Iteration 42Q: 3 clusters Score -2666225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2666239.000000 Penalty: 4986.365723
	Iteration 43Q: 3 clusters Score -2666239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2666245.750000 Penalty: 4986.365723
	Iteration 44Q: 3 clusters Score -2666246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -2666257.000000 Penalty: 4986.365723
	Iteration 45Q: 3 clusters Score -2666257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2666265.000000 Penalty: 4986.365723
	Iteration 46Q: 3 clusters Score -2666265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2666270.500000 Penalty: 4986.365723
	Iteration 47Q: 3 clusters Score -2666270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2666276.750000 Penalty: 4986.365723
	Iteration 48Q: 3 clusters Score -2666277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2666279.750000 Penalty: 4986.365723
	Iteration 49Q: 3 clusters Score -2666280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2666283.500000 Penalty: 4986.365723
	Iteration 50Q: 3 clusters Score -2666284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2666292.250000 Penalty: 4986.365723
	Iteration 51Q: 3 clusters Score -2666292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2666292.750000 Penalty: 4986.365723
	Iteration 52Q: 3 clusters Score -2666293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2666298.000000 Penalty: 4986.365723
	Iteration 53Q: 3 clusters Score -2666298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2666301.750000 Penalty: 4986.365723
	Iteration 54Q: 3 clusters Score -2666302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2666311.250000 Penalty: 4986.365723
	Iteration 55Q: 3 clusters Score -2666311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2666313.000000 Penalty: 4986.365723
	Iteration 56Q: 3 clusters Score -2666313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2666321.500000 Penalty: 4986.365723
	Iteration 57Q: 3 clusters Score -2666322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2666323.250000 Penalty: 4986.365723
	Iteration 58Q: 3 clusters Score -2666323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2666323.500000 Penalty: 4986.365723
	Iteration 59Q: 3 clusters Score -2666324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2666325.500000 Penalty: 4986.365723
	Iteration 60F: 3 clusters Score -2666326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Entering Unmasked Estep 
Score: -2408598.500000 Penalty: 2466.077637
	Iteration 0F: 2 clusters Score -2408598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2393930.750000 Penalty: 4932.155273
	Iteration 0F: 3 clusters Score -2393931 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2398913.500000 Penalty: 4932.155273
	Iteration 1F: 3 clusters Score -2398914 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2399214.000000 Penalty: 4932.155273
	Iteration 2Q: 3 clusters Score -2399214 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2399452.750000 Penalty: 4932.155273
	Iteration 3Q: 3 clusters Score -2399453 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2399648.750000 Penalty: 4932.155273
	Iteration 4Q: 3 clusters Score -2399649 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2399794.750000 Penalty: 4932.155273
	Iteration 5Q: 3 clusters Score -2399795 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2399921.750000 Penalty: 4932.155273
	Iteration 6Q: 3 clusters Score -2399922 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2400059.500000 Penalty: 4932.155273
	Iteration 7Q: 3 clusters Score -2400060 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2400194.250000 Penalty: 4932.155273
	Iteration 8Q: 3 clusters Score -2400194 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2400372.250000 Penalty: 4932.155273
	Iteration 9Q: 3 clusters Score -2400372 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2400576.750000 Penalty: 4932.155273
	Iteration 10Q: 3 clusters Score -2400577 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2400850.750000 Penalty: 4932.155273
	Iteration 11Q: 3 clusters Score -2400851 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2401289.750000 Penalty: 4932.155273
	Iteration 12Q: 3 clusters Score -2401290 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2401807.500000 Penalty: 4932.155273
	Iteration 13Q: 3 clusters Score -2401808 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2402495.750000 Penalty: 4932.155273
	Iteration 14Q: 3 clusters Score -2402496 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2403353.500000 Penalty: 4932.155273
	Iteration 15F: 3 clusters Score -2403354 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2404227.500000 Penalty: 4932.155273
	Iteration 16F: 3 clusters Score -2404228 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2405020.250000 Penalty: 4932.155273
	Iteration 17Q: 3 clusters Score -2405020 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2405591.250000 Penalty: 4932.155273
	Iteration 18Q: 3 clusters Score -2405591 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2405972.500000 Penalty: 4932.155273
	Iteration 19Q: 3 clusters Score -2405972 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2406225.000000 Penalty: 4932.155273
	Iteration 20F: 3 clusters Score -2406225 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2406375.750000 Penalty: 4932.155273
	Iteration 21Q: 3 clusters Score -2406376 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2406506.000000 Penalty: 4932.155273
	Iteration 22Q: 3 clusters Score -2406506 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2406600.250000 Penalty: 4932.155273
	Iteration 23Q: 3 clusters Score -2406600 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2406666.250000 Penalty: 4932.155273
	Iteration 24Q: 3 clusters Score -2406666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2406715.750000 Penalty: 4932.155273
	Iteration 25Q: 3 clusters Score -2406716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2406745.500000 Penalty: 4932.155273
	Iteration 26Q: 3 clusters Score -2406746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2406755.750000 Penalty: 4932.155273
	Iteration 27Q: 3 clusters Score -2406756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2406777.000000 Penalty: 4932.155273
	Iteration 28Q: 3 clusters Score -2406777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2406790.750000 Penalty: 4932.155273
	Iteration 29Q: 3 clusters Score -2406791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2406799.750000 Penalty: 4932.155273
	Iteration 30Q: 3 clusters Score -2406800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2406804.750000 Penalty: 4932.155273
	Iteration 31Q: 3 clusters Score -2406805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2406816.500000 Penalty: 4932.155273
	Iteration 32Q: 3 clusters Score -2406816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2406822.500000 Penalty: 4932.155273
	Iteration 33Q: 3 clusters Score -2406822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2406832.250000 Penalty: 4932.155273
	Iteration 34Q: 3 clusters Score -2406832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2406834.000000 Penalty: 4932.155273
	Iteration 35Q: 3 clusters Score -2406834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2406836.500000 Penalty: 4932.155273
	Iteration 36Q: 3 clusters Score -2406836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2406837.750000 Penalty: 4932.155273
	Iteration 37Q: 3 clusters Score -2406838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2406842.250000 Penalty: 4932.155273
	Iteration 38Q: 3 clusters Score -2406842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2406847.500000 Penalty: 4932.155273
	Iteration 39Q: 3 clusters Score -2406848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2406848.000000 Penalty: 4932.155273
	Iteration 40F: 3 clusters Score -2406848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2406856.250000 Penalty: 4932.155273
	Iteration 41Q: 3 clusters Score -2406856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2406855.500000 Penalty: 4932.155273
	Iteration 42Q: 3 clusters Score -2406856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2406856.250000 Penalty: 4932.155273
	Iteration 43Q: 3 clusters Score -2406856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2406860.750000 Penalty: 4932.155273
	Iteration 44Q: 3 clusters Score -2406861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2406863.750000 Penalty: 4932.155273
	Iteration 45Q: 3 clusters Score -2406864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2406864.250000 Penalty: 4932.155273
	Iteration 46Q: 3 clusters Score -2406864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2406863.500000 Penalty: 4932.155273
	Iteration 47Q: 3 clusters Score -2406864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2406865.500000 Penalty: 4932.155273
	Iteration 48Q: 3 clusters Score -2406866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2406863.250000 Penalty: 4932.155273
	Iteration 49Q: 3 clusters Score -2406863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2406864.250000 Penalty: 4932.155273
	Iteration 50Q: 3 clusters Score -2406864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2406868.750000 Penalty: 4932.155273
	Iteration 51Q: 3 clusters Score -2406869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2406867.250000 Penalty: 4932.155273
	Iteration 52Q: 3 clusters Score -2406867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2406870.000000 Penalty: 4932.155273
	Iteration 53Q: 3 clusters Score -2406870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2406869.500000 Penalty: 4932.155273
	Iteration 54Q: 3 clusters Score -2406870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2406867.250000 Penalty: 4932.155273
	Iteration 55Q: 3 clusters Score -2406867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2406867.250000 Penalty: 4932.155273
	Iteration 56F: 3 clusters Score -2406867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -112153.109375 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -112153.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -110184.265625 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -110184.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -110842.242188 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -110842.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -111295.460938 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -111295.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -111556.507812 Penalty: 3512.527344
	Iteration 3F: 3 clusters Score -111556.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -111793.742188 Penalty: 3512.527344
	Iteration 4F: 3 clusters Score -111793.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -112114.562500 Penalty: 3512.527344
	Iteration 5Q: 3 clusters Score -112114.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -112266.390625 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -112266.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -112329.960938 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -112330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -112368.234375 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -112368.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -112403.781250 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -112403.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -112473.539062 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -112473.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -112680.804688 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -112680.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -113076.507812 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -113076.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -113127.601562 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -113127.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -113140.140625 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -113140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -113143.937500 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -113143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -113145.835938 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -113145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -113148.132812 Penalty: 3512.527344
	Iteration 17Q: 3 clusters Score -113148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -113149.453125 Penalty: 3512.527344
	Iteration 18Q: 3 clusters Score -113149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -113155.515625 Penalty: 3512.527344
	Iteration 19F: 3 clusters Score -113155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -113166.109375 Penalty: 3512.527344
	Iteration 20F: 3 clusters Score -113166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -113174.210938 Penalty: 3512.527344
	Iteration 21Q: 3 clusters Score -113174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -113183.671875 Penalty: 3512.527344
	Iteration 22Q: 3 clusters Score -113183.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -113193.375000 Penalty: 3512.527344
	Iteration 23Q: 3 clusters Score -113193.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -113198.710938 Penalty: 3512.527344
	Iteration 24Q: 3 clusters Score -113198.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -113199.734375 Penalty: 3512.527344
	Iteration 25Q: 3 clusters Score -113199.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -113207.085938 Penalty: 3512.527344
	Iteration 26Q: 3 clusters Score -113207.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -113253.210938 Penalty: 3512.527344
	Iteration 27Q: 3 clusters Score -113253.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -113316.281250 Penalty: 3512.527344
	Iteration 28Q: 3 clusters Score -113316.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -113350.328125 Penalty: 3512.527344
	Iteration 29Q: 3 clusters Score -113350.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -113379.234375 Penalty: 3512.527344
	Iteration 30Q: 3 clusters Score -113379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -113406.609375 Penalty: 3512.527344
	Iteration 31Q: 3 clusters Score -113406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -113429.132812 Penalty: 3512.527344
	Iteration 32Q: 3 clusters Score -113429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -113434.992188 Penalty: 3512.527344
	Iteration 33Q: 3 clusters Score -113435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -113434.992188 Penalty: 3512.527344
	Iteration 34F: 3 clusters Score -113435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 8567 members 
Mstep: Class 10 contains 23229 members 
Mstep: Class 11 contains 20824 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 323956 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 161536 members 
Mstep: Class 16 contains 725 members 
Entering Unmasked Estep 
Score: -70756624.000000 Penalty: 53003.992188
Splitting cluster 12 changes total score from -70756872.000000 to -70756624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (323956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323956 members 
Entering Unmasked Estep 
Score: -36734444.000000 Penalty: 3146.714111
	Iteration 0F: 2 clusters Score -3.673444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162055 members 
Mstep: Class 2 contains 161901 members 
Entering Unmasked Estep 
Score: -36546804.000000 Penalty: 6293.428223
	Iteration 0F: 3 clusters Score -3.65468e+07 nChanged 157209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165952 members 
Mstep: Class 2 contains 158004 members 
Entering Unmasked Estep 
Score: -36639228.000000 Penalty: 6293.428223
	Iteration 1F: 3 clusters Score -3.663923e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167754 members 
Mstep: Class 2 contains 156202 members 
Entering Unmasked Estep 
Score: -36640604.000000 Penalty: 6293.428223
	Iteration 2Q: 3 clusters Score -3.66406e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170580 members 
Mstep: Class 2 contains 153376 members 
Entering Unmasked Estep 
Score: -36642128.000000 Penalty: 6293.428223
	Iteration 3Q: 3 clusters Score -3.664213e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174946 members 
Mstep: Class 2 contains 149010 members 
Entering Unmasked Estep 
Score: -36644180.000000 Penalty: 6293.428223
	Iteration 4Q: 3 clusters Score -3.664418e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181596 members 
Mstep: Class 2 contains 142360 members 
Entering Unmasked Estep 
Score: -36647124.000000 Penalty: 6293.428223
	Iteration 5Q: 3 clusters Score -3.664712e+07 nChanged 13062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191414 members 
Mstep: Class 2 contains 132542 members 
Entering Unmasked Estep 
Score: -36651508.000000 Penalty: 6293.428223
	Iteration 6Q: 3 clusters Score -3.665151e+07 nChanged 15941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205147 members 
Mstep: Class 2 contains 118809 members 
Entering Unmasked Estep 
Score: -36658120.000000 Penalty: 6293.428223
	Iteration 7Q: 3 clusters Score -3.665812e+07 nChanged 19568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223405 members 
Mstep: Class 2 contains 100551 members 
Entering Unmasked Estep 
Score: -36667728.000000 Penalty: 6293.428223
	Iteration 8F: 3 clusters Score -3.666773e+07 nChanged 22736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245407 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -36680248.000000 Penalty: 6293.428223
	Iteration 9F: 3 clusters Score -3.668025e+07 nChanged 23454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268597 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -36694088.000000 Penalty: 6293.428223
	Iteration 10F: 3 clusters Score -3.669409e+07 nChanged 20835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289342 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -36707912.000000 Penalty: 6293.428223
	Iteration 11F: 3 clusters Score -3.670791e+07 nChanged 14735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304041 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -36718932.000000 Penalty: 6293.428223
	Iteration 12Q: 3 clusters Score -3.671893e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312785 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -36725036.000000 Penalty: 6293.428223
	Iteration 13Q: 3 clusters Score -3.672504e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317576 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -36727840.000000 Penalty: 6293.428223
	Iteration 14Q: 3 clusters Score -3.672784e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320135 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -36729576.000000 Penalty: 6293.428223
	Iteration 15Q: 3 clusters Score -3.672958e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321529 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -36730572.000000 Penalty: 6293.428223
	Iteration 16Q: 3 clusters Score -3.673057e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322252 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -36731096.000000 Penalty: 6293.428223
	Iteration 17Q: 3 clusters Score -3.67311e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322645 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -36731388.000000 Penalty: 6293.428223
	Iteration 18Q: 3 clusters Score -3.673139e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322824 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -36731560.000000 Penalty: 6293.428223
	Iteration 19Q: 3 clusters Score -3.673156e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322930 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -36731680.000000 Penalty: 6293.428223
	Iteration 20F: 3 clusters Score -3.673168e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322997 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -36731792.000000 Penalty: 6293.428223
	Iteration 21Q: 3 clusters Score -3.673179e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323036 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -36731808.000000 Penalty: 6293.428223
	Iteration 22Q: 3 clusters Score -3.673181e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323066 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -36731856.000000 Penalty: 6293.428223
	Iteration 23Q: 3 clusters Score -3.673186e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323094 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -36731868.000000 Penalty: 6293.428223
	Iteration 24Q: 3 clusters Score -3.673187e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323113 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -36731908.000000 Penalty: 6293.428223
	Iteration 25Q: 3 clusters Score -3.673191e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323129 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -36731888.000000 Penalty: 6293.428223
	Iteration 26Q: 3 clusters Score -3.673189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323138 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -36731956.000000 Penalty: 6293.428223
	Iteration 27Q: 3 clusters Score -3.673196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323142 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -36731944.000000 Penalty: 6293.428223
	Iteration 28Q: 3 clusters Score -3.673194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323147 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -36731976.000000 Penalty: 6293.428223
	Iteration 29Q: 3 clusters Score -3.673198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323156 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -36731960.000000 Penalty: 6293.428223
	Iteration 30Q: 3 clusters Score -3.673196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323164 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -36731972.000000 Penalty: 6293.428223
	Iteration 31Q: 3 clusters Score -3.673197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323165 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -36731984.000000 Penalty: 6293.428223
	Iteration 32Q: 3 clusters Score -3.673198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323164 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -36731964.000000 Penalty: 6293.428223
	Iteration 33Q: 3 clusters Score -3.673196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323164 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -36731968.000000 Penalty: 6293.428223
	Iteration 34Q: 3 clusters Score -3.673197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323166 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -36731968.000000 Penalty: 6293.428223
	Iteration 35Q: 3 clusters Score -3.673197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323168 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -36731984.000000 Penalty: 6293.428223
	Iteration 36Q: 3 clusters Score -3.673198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323165 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -36731976.000000 Penalty: 6293.428223
	Iteration 37Q: 3 clusters Score -3.673198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323166 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -36731972.000000 Penalty: 6293.428223
	Iteration 38Q: 3 clusters Score -3.673197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323167 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -36731960.000000 Penalty: 6293.428223
	Iteration 39Q: 3 clusters Score -3.673196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323168 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -36731956.000000 Penalty: 6293.428223
	Iteration 40F: 3 clusters Score -3.673196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -139897.640625 Penalty: 1768.462891
	Iteration 0F: 2 clusters Score -139897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -137750.609375 Penalty: 3536.925781
	Iteration 0F: 3 clusters Score -137750.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -138050.796875 Penalty: 3536.925781
	Iteration 1F: 3 clusters Score -138050.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -138146.234375 Penalty: 3536.925781
	Iteration 2F: 3 clusters Score -138146.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -138203.609375 Penalty: 3536.925781
	Iteration 3Q: 3 clusters Score -138203.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -138239.906250 Penalty: 3536.925781
	Iteration 4Q: 3 clusters Score -138239.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138272.250000 Penalty: 3536.925781
	Iteration 5Q: 3 clusters Score -138272.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138286.468750 Penalty: 3536.925781
	Iteration 6Q: 3 clusters Score -138286.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -138295.453125 Penalty: 3536.925781
	Iteration 7Q: 3 clusters Score -138295.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -138298.078125 Penalty: 3536.925781
	Iteration 8Q: 3 clusters Score -138298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138298.609375 Penalty: 3536.925781
	Iteration 9Q: 3 clusters Score -138298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138298.609375 Penalty: 3536.925781
	Iteration 10F: 3 clusters Score -138298.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (161536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161536 members 
Entering Unmasked Estep 
Score: -18259922.000000 Penalty: 2974.135742
	Iteration 0F: 2 clusters Score -1.825992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80838 members 
Mstep: Class 2 contains 80698 members 
Entering Unmasked Estep 
Score: -18154934.000000 Penalty: 5948.271484
	Iteration 0F: 3 clusters Score -1.815493e+07 nChanged 77337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -18199918.000000 Penalty: 5948.271484
	Iteration 1F: 3 clusters Score -1.819992e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78832 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -18201180.000000 Penalty: 5948.271484
	Iteration 2Q: 3 clusters Score -1.820118e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -18202536.000000 Penalty: 5948.271484
	Iteration 3Q: 3 clusters Score -1.820254e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75629 members 
Mstep: Class 2 contains 85907 members 
Entering Unmasked Estep 
Score: -18204532.000000 Penalty: 5948.271484
	Iteration 4Q: 3 clusters Score -1.820453e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72714 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -18207324.000000 Penalty: 5948.271484
	Iteration 5Q: 3 clusters Score -1.820732e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -18211466.000000 Penalty: 5948.271484
	Iteration 6F: 3 clusters Score -1.821147e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -18217056.000000 Penalty: 5948.271484
	Iteration 7F: 3 clusters Score -1.821706e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 106646 members 
Entering Unmasked Estep 
Score: -18223796.000000 Penalty: 5948.271484
	Iteration 8F: 3 clusters Score -1.82238e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 115571 members 
Entering Unmasked Estep 
Score: -18231146.000000 Penalty: 5948.271484
	Iteration 9F: 3 clusters Score -1.823115e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 124790 members 
Entering Unmasked Estep 
Score: -18238004.000000 Penalty: 5948.271484
	Iteration 10F: 3 clusters Score -1.8238e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 133545 members 
Entering Unmasked Estep 
Score: -18243920.000000 Penalty: 5948.271484
	Iteration 11F: 3 clusters Score -1.824392e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 140864 members 
Entering Unmasked Estep 
Score: -18248812.000000 Penalty: 5948.271484
	Iteration 12Q: 3 clusters Score -1.824881e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 146626 members 
Entering Unmasked Estep 
Score: -18252392.000000 Penalty: 5948.271484
	Iteration 13Q: 3 clusters Score -1.825239e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 150932 members 
Entering Unmasked Estep 
Score: -18254996.000000 Penalty: 5948.271484
	Iteration 14Q: 3 clusters Score -1.8255e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 153937 members 
Entering Unmasked Estep 
Score: -18256858.000000 Penalty: 5948.271484
	Iteration 15Q: 3 clusters Score -1.825686e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 155965 members 
Entering Unmasked Estep 
Score: -18257832.000000 Penalty: 5948.271484
	Iteration 16Q: 3 clusters Score -1.825783e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 157230 members 
Entering Unmasked Estep 
Score: -18258432.000000 Penalty: 5948.271484
	Iteration 17Q: 3 clusters Score -1.825843e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 157989 members 
Entering Unmasked Estep 
Score: -18258774.000000 Penalty: 5948.271484
	Iteration 18Q: 3 clusters Score -1.825877e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 158451 members 
Entering Unmasked Estep 
Score: -18258974.000000 Penalty: 5948.271484
	Iteration 19Q: 3 clusters Score -1.825897e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 158730 members 
Entering Unmasked Estep 
Score: -18259130.000000 Penalty: 5948.271484
	Iteration 20F: 3 clusters Score -1.825913e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 158921 members 
Entering Unmasked Estep 
Score: -18259214.000000 Penalty: 5948.271484
	Iteration 21Q: 3 clusters Score -1.825921e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 159048 members 
Entering Unmasked Estep 
Score: -18259250.000000 Penalty: 5948.271484
	Iteration 22Q: 3 clusters Score -1.825925e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 159135 members 
Entering Unmasked Estep 
Score: -18259310.000000 Penalty: 5948.271484
	Iteration 23Q: 3 clusters Score -1.825931e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 159177 members 
Entering Unmasked Estep 
Score: -18259384.000000 Penalty: 5948.271484
	Iteration 24Q: 3 clusters Score -1.825938e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 159201 members 
Entering Unmasked Estep 
Score: -18259482.000000 Penalty: 5948.271484
	Iteration 25Q: 3 clusters Score -1.825948e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 159196 members 
Entering Unmasked Estep 
Score: -18259516.000000 Penalty: 5948.271484
	Iteration 26Q: 3 clusters Score -1.825952e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 159192 members 
Entering Unmasked Estep 
Score: -18259538.000000 Penalty: 5948.271484
	Iteration 27Q: 3 clusters Score -1.825954e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 159182 members 
Entering Unmasked Estep 
Score: -18259544.000000 Penalty: 5948.271484
	Iteration 28Q: 3 clusters Score -1.825954e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 159178 members 
Entering Unmasked Estep 
Score: -18259556.000000 Penalty: 5948.271484
	Iteration 29Q: 3 clusters Score -1.825956e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 159170 members 
Entering Unmasked Estep 
Score: -18259572.000000 Penalty: 5948.271484
	Iteration 30Q: 3 clusters Score -1.825957e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 159163 members 
Entering Unmasked Estep 
Score: -18259580.000000 Penalty: 5948.271484
	Iteration 31Q: 3 clusters Score -1.825958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 159155 members 
Entering Unmasked Estep 
Score: -18259592.000000 Penalty: 5948.271484
	Iteration 32Q: 3 clusters Score -1.825959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 159153 members 
Entering Unmasked Estep 
Score: -18259572.000000 Penalty: 5948.271484
	Iteration 33Q: 3 clusters Score -1.825957e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 159147 members 
Entering Unmasked Estep 
Score: -18259596.000000 Penalty: 5948.271484
	Iteration 34Q: 3 clusters Score -1.82596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 159141 members 
Entering Unmasked Estep 
Score: -18259584.000000 Penalty: 5948.271484
	Iteration 35Q: 3 clusters Score -1.825958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 159136 members 
Entering Unmasked Estep 
Score: -18259594.000000 Penalty: 5948.271484
	Iteration 36Q: 3 clusters Score -1.825959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 159129 members 
Entering Unmasked Estep 
Score: -18259602.000000 Penalty: 5948.271484
	Iteration 37Q: 3 clusters Score -1.82596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 159126 members 
Entering Unmasked Estep 
Score: -18259608.000000 Penalty: 5948.271484
	Iteration 38Q: 3 clusters Score -1.825961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 159127 members 
Entering Unmasked Estep 
Score: -18259610.000000 Penalty: 5948.271484
	Iteration 39Q: 3 clusters Score -1.825961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 159125 members 
Entering Unmasked Estep 
Score: -18259608.000000 Penalty: 5948.271484
	Iteration 40F: 3 clusters Score -1.825961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 159126 members 
Entering Unmasked Estep 
Score: -18259610.000000 Penalty: 5948.271484
	Iteration 41Q: 3 clusters Score -1.825961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 159126 members 
Entering Unmasked Estep 
Score: -18259610.000000 Penalty: 5948.271484
	Iteration 42F: 3 clusters Score -1.825961e+07 nChanged 0
--- Evaluating fit on full set of 1898308 points ---
Entering Unmasked Estep 
Score: -211637600.000000 Penalty: 53778.082031
20->16 Clusters: Score -211637600.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 632769 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 31476 members 
Mstep: Class 3 contains 31736 members 
Mstep: Class 4 contains 31693 members 
Mstep: Class 5 contains 31676 members 
Mstep: Class 6 contains 31516 members 
Mstep: Class 7 contains 31774 members 
Mstep: Class 8 contains 31185 members 
Mstep: Class 9 contains 31932 members 
Mstep: Class 10 contains 31824 members 
Mstep: Class 11 contains 31749 members 
Mstep: Class 12 contains 31803 members 
Mstep: Class 13 contains 31736 members 
Mstep: Class 14 contains 31567 members 
Mstep: Class 15 contains 31413 members 
Mstep: Class 16 contains 31908 members 
Mstep: Class 17 contains 31444 members 
Mstep: Class 18 contains 31506 members 
Mstep: Class 19 contains 31743 members 
Mstep: Class 20 contains 31422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 115.412270 but Gain 3312.753906
Score: -67450688.000000 Penalty: 62942.238281
Iteration 0F: 20 clusters Score -6.745069e+07 nChanged 597354
Entering Unmasked Mstep 
Mstep: Class 0 contains 2162 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 7128 members 
Mstep: Class 3 contains 23927 members 
Mstep: Class 4 contains 22618 members 
Mstep: Class 5 contains 26383 members 
Mstep: Class 6 contains 13745 members 
Mstep: Class 7 contains 9523 members 
Mstep: Class 8 contains 68485 members 
Mstep: Class 9 contains 1684 members 
Mstep: Class 11 contains 92203 members 
Mstep: Class 12 contains 78278 members 
Mstep: Class 13 contains 35943 members 
Mstep: Class 14 contains 5881 members 
Mstep: Class 15 contains 7630 members 
Mstep: Class 16 contains 33862 members 
Mstep: Class 17 contains 51901 members 
Mstep: Class 18 contains 101916 members 
Mstep: Class 19 contains 6486 members 
Mstep: Class 20 contains 4494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2804.918945 but Gain 3312.750000
Score: -69772208.000000 Penalty: 59629.488281
Iteration 1F: 19 clusters Score -6.977221e+07 nChanged 201958
Entering Unmasked Mstep 
Mstep: Class 0 contains 1525 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 3 contains 19420 members 
Mstep: Class 4 contains 15256 members 
Mstep: Class 5 contains 18905 members 
Mstep: Class 6 contains 5424 members 
Mstep: Class 7 contains 4827 members 
Mstep: Class 8 contains 71469 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 11 contains 126844 members 
Mstep: Class 12 contains 73016 members 
Mstep: Class 13 contains 27008 members 
Mstep: Class 14 contains 6455 members 
Mstep: Class 15 contains 11413 members 
Mstep: Class 16 contains 27204 members 
Mstep: Class 17 contains 54438 members 
Mstep: Class 18 contains 127288 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2445.800781 but Gain 3312.750000
Score: -70129848.000000 Penalty: 56316.738281
Iteration 2F: 18 clusters Score -7.012985e+07 nChanged 132689
Entering Unmasked Mstep 
Mstep: Class 0 contains 676 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 3 contains 22219 members 
Mstep: Class 4 contains 10374 members 
Mstep: Class 5 contains 12604 members 
Mstep: Class 6 contains 1823 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 71568 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 11 contains 151156 members 
Mstep: Class 12 contains 62618 members 
Mstep: Class 13 contains 21013 members 
Mstep: Class 14 contains 6485 members 
Mstep: Class 15 contains 14854 members 
Mstep: Class 16 contains 24478 members 
Mstep: Class 17 contains 51263 members 
Mstep: Class 18 contains 145259 members 
Mstep: Class 20 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70322088.000000 Penalty: 56316.738281
Iteration 3F: 18 clusters Score -7.032209e+07 nChanged 98434
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 3 contains 26635 members 
Mstep: Class 4 contains 7439 members 
Mstep: Class 5 contains 7978 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 8 contains 67028 members 
Mstep: Class 9 contains 2167 members 
Mstep: Class 11 contains 171464 members 
Mstep: Class 12 contains 55632 members 
Mstep: Class 13 contains 17928 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 15516 members 
Mstep: Class 16 contains 24272 members 
Mstep: Class 17 contains 46399 members 
Mstep: Class 18 contains 157321 members 
Mstep: Class 20 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70415272.000000 Penalty: 56316.738281
Iteration 4F: 18 clusters Score -7.041527e+07 nChanged 79997
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 3 contains 31095 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 5 contains 4952 members 
Mstep: Class 6 contains 951 members 
Mstep: Class 7 contains 3091 members 
Mstep: Class 8 contains 60717 members 
Mstep: Class 9 contains 2153 members 
Mstep: Class 11 contains 191143 members 
Mstep: Class 12 contains 47670 members 
Mstep: Class 13 contains 15509 members 
Mstep: Class 14 contains 3725 members 
Mstep: Class 15 contains 14749 members 
Mstep: Class 16 contains 24525 members 
Mstep: Class 17 contains 42680 members 
Mstep: Class 18 contains 165006 members 
Mstep: Class 20 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70473056.000000 Penalty: 56316.738281
Iteration 5F: 18 clusters Score -7.047306e+07 nChanged 68002
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 3 contains 35168 members 
Mstep: Class 4 contains 6288 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 53784 members 
Mstep: Class 9 contains 2153 members 
Mstep: Class 11 contains 210059 members 
Mstep: Class 12 contains 39859 members 
Mstep: Class 13 contains 12842 members 
Mstep: Class 14 contains 2698 members 
Mstep: Class 15 contains 13659 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 40566 members 
Mstep: Class 18 contains 169248 members 
Mstep: Class 20 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70519168.000000 Penalty: 56316.738281
Iteration 6F: 18 clusters Score -7.051917e+07 nChanged 60806
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 3 contains 38668 members 
Mstep: Class 4 contains 6171 members 
Mstep: Class 5 contains 2071 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 7 contains 1668 members 
Mstep: Class 8 contains 46643 members 
Mstep: Class 9 contains 2153 members 
Mstep: Class 11 contains 227778 members 
Mstep: Class 12 contains 32995 members 
Mstep: Class 13 contains 10098 members 
Mstep: Class 14 contains 2047 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 22768 members 
Mstep: Class 17 contains 40187 members 
Mstep: Class 18 contains 170862 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70557952.000000 Penalty: 56316.738281
Iteration 7F: 18 clusters Score -7.055795e+07 nChanged 55511
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 3 contains 41650 members 
Mstep: Class 4 contains 5952 members 
Mstep: Class 5 contains 1555 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 39866 members 
Mstep: Class 9 contains 2153 members 
Mstep: Class 11 contains 242741 members 
Mstep: Class 12 contains 27419 members 
Mstep: Class 13 contains 7576 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 11971 members 
Mstep: Class 16 contains 21090 members 
Mstep: Class 17 contains 41520 members 
Mstep: Class 18 contains 171277 members 
Mstep: Class 20 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3266.750977 but Gain 3312.746094
Score: -70590480.000000 Penalty: 53003.992188
Iteration 8F: 17 clusters Score -7.059048e+07 nChanged 51306
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 3 contains 44349 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 1254 members 
Mstep: Class 6 contains 861 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 33879 members 
Mstep: Class 9 contains 2152 members 
Mstep: Class 11 contains 253968 members 
Mstep: Class 12 contains 23010 members 
Mstep: Class 13 contains 5490 members 
Mstep: Class 15 contains 12078 members 
Mstep: Class 16 contains 19277 members 
Mstep: Class 17 contains 44252 members 
Mstep: Class 18 contains 172526 members 
Mstep: Class 20 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70620848.000000 Penalty: 53003.992188
Iteration 9F: 17 clusters Score -7.062085e+07 nChanged 43974
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 3 contains 45921 members 
Mstep: Class 4 contains 5080 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 861 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 28612 members 
Mstep: Class 9 contains 2153 members 
Mstep: Class 11 contains 260863 members 
Mstep: Class 12 contains 19605 members 
Mstep: Class 13 contains 3869 members 
Mstep: Class 15 contains 11697 members 
Mstep: Class 16 contains 17143 members 
Mstep: Class 17 contains 47677 members 
Mstep: Class 18 contains 175710 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2741.195557 but Gain 3312.750000
Score: -70644544.000000 Penalty: 49691.242188
Iteration 10F: 16 clusters Score -7.064454e+07 nChanged 39547
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 3 contains 47626 members 
Mstep: Class 4 contains 4667 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 861 members 
Mstep: Class 7 contains 771 members 
Mstep: Class 8 contains 24327 members 
Mstep: Class 9 contains 2154 members 
Mstep: Class 11 contains 264587 members 
Mstep: Class 12 contains 16969 members 
Mstep: Class 15 contains 11447 members 
Mstep: Class 16 contains 15608 members 
Mstep: Class 17 contains 51064 members 
Mstep: Class 18 contains 181370 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70666864.000000 Penalty: 49691.242188
Iteration 11F: 16 clusters Score -7.066686e+07 nChanged 29459
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 3 contains 48095 members 
Mstep: Class 4 contains 4332 members 
Mstep: Class 5 contains 825 members 
Mstep: Class 6 contains 861 members 
Mstep: Class 7 contains 768 members 
Mstep: Class 8 contains 20759 members 
Mstep: Class 9 contains 2154 members 
Mstep: Class 11 contains 264246 members 
Mstep: Class 12 contains 15043 members 
Mstep: Class 15 contains 11164 members 
Mstep: Class 16 contains 13699 members 
Mstep: Class 17 contains 54083 members 
Mstep: Class 18 contains 187145 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70680216.000000 Penalty: 49691.242188
Iteration 12Q: 16 clusters Score -7.068022e+07 nChanged 23057
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 3 contains 48311 members 
Mstep: Class 4 contains 4121 members 
Mstep: Class 5 contains 766 members 
Mstep: Class 6 contains 861 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 18060 members 
Mstep: Class 9 contains 2154 members 
Mstep: Class 11 contains 261556 members 
Mstep: Class 12 contains 13599 members 
Mstep: Class 15 contains 10914 members 
Mstep: Class 16 contains 12077 members 
Mstep: Class 17 contains 56742 members 
Mstep: Class 18 contains 193720 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70688848.000000 Penalty: 49691.242188
Iteration 13Q: 16 clusters Score -7.068885e+07 nChanged 18376
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 3 contains 48362 members 
Mstep: Class 4 contains 3993 members 
Mstep: Class 5 contains 720 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 859 members 
Mstep: Class 8 contains 16170 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 11 contains 257422 members 
Mstep: Class 12 contains 12585 members 
Mstep: Class 15 contains 10700 members 
Mstep: Class 16 contains 10750 members 
Mstep: Class 17 contains 59142 members 
Mstep: Class 18 contains 200267 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70696704.000000 Penalty: 49691.242188
Iteration 14Q: 16 clusters Score -7.06967e+07 nChanged 15759
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 3 contains 48226 members 
Mstep: Class 4 contains 3941 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 14958 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 11 contains 252402 members 
Mstep: Class 12 contains 11907 members 
Mstep: Class 15 contains 10546 members 
Mstep: Class 16 contains 9618 members 
Mstep: Class 17 contains 61248 members 
Mstep: Class 18 contains 206688 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70702576.000000 Penalty: 49691.242188
Iteration 15Q: 16 clusters Score -7.070258e+07 nChanged 14205
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 3 contains 47891 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 680 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 916 members 
Mstep: Class 8 contains 14253 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 11 contains 246840 members 
Mstep: Class 12 contains 11467 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 8813 members 
Mstep: Class 17 contains 63277 members 
Mstep: Class 18 contains 212807 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70707976.000000 Penalty: 49691.242188
Iteration 16Q: 16 clusters Score -7.070798e+07 nChanged 13447
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 3 contains 47399 members 
Mstep: Class 4 contains 3840 members 
Mstep: Class 5 contains 678 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 937 members 
Mstep: Class 8 contains 13897 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 11 contains 240622 members 
Mstep: Class 12 contains 11130 members 
Mstep: Class 15 contains 10290 members 
Mstep: Class 16 contains 8262 members 
Mstep: Class 17 contains 65105 members 
Mstep: Class 18 contains 219101 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70712008.000000 Penalty: 49691.242188
Iteration 17Q: 16 clusters Score -7.071201e+07 nChanged 12926
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 3 contains 46827 members 
Mstep: Class 4 contains 3829 members 
Mstep: Class 5 contains 677 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 13691 members 
Mstep: Class 9 contains 2155 members 
Mstep: Class 11 contains 234188 members 
Mstep: Class 12 contains 10931 members 
Mstep: Class 15 contains 10192 members 
Mstep: Class 16 contains 7873 members 
Mstep: Class 17 contains 66724 members 
Mstep: Class 18 contains 225357 members 
Mstep: Class 20 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70715632.000000 Penalty: 49691.242188
Iteration 18Q: 16 clusters Score -7.071563e+07 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 3 contains 46168 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 964 members 
Mstep: Class 8 contains 13499 members 
Mstep: Class 9 contains 2156 members 
Mstep: Class 11 contains 227877 members 
Mstep: Class 12 contains 10826 members 
Mstep: Class 15 contains 10113 members 
Mstep: Class 16 contains 7623 members 
Mstep: Class 17 contains 68104 members 
Mstep: Class 18 contains 231454 members 
Mstep: Class 20 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70719224.000000 Penalty: 49691.242188
Iteration 19Q: 16 clusters Score -7.071922e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 3 contains 45632 members 
Mstep: Class 4 contains 3775 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 967 members 
Mstep: Class 8 contains 13347 members 
Mstep: Class 9 contains 2156 members 
Mstep: Class 11 contains 222099 members 
Mstep: Class 12 contains 10749 members 
Mstep: Class 15 contains 10031 members 
Mstep: Class 16 contains 7450 members 
Mstep: Class 17 contains 69315 members 
Mstep: Class 18 contains 236898 members 
Mstep: Class 20 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70722856.000000 Penalty: 49691.242188
Iteration 20F: 16 clusters Score -7.072286e+07 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 3 contains 45076 members 
Mstep: Class 4 contains 3748 members 
Mstep: Class 5 contains 678 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 13217 members 
Mstep: Class 9 contains 2156 members 
Mstep: Class 11 contains 216798 members 
Mstep: Class 12 contains 10723 members 
Mstep: Class 15 contains 9959 members 
Mstep: Class 16 contains 7303 members 
Mstep: Class 17 contains 70437 members 
Mstep: Class 18 contains 241847 members 
Mstep: Class 20 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70725208.000000 Penalty: 49691.242188
Iteration 21Q: 16 clusters Score -7.072521e+07 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 3 contains 44574 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 679 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 13130 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 11 contains 212107 members 
Mstep: Class 12 contains 10735 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 16 contains 7184 members 
Mstep: Class 17 contains 71379 members 
Mstep: Class 18 contains 246191 members 
Mstep: Class 20 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70727576.000000 Penalty: 49691.242188
Iteration 22Q: 16 clusters Score -7.072758e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 3 contains 44188 members 
Mstep: Class 4 contains 3658 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 993 members 
Mstep: Class 8 contains 13101 members 
Mstep: Class 9 contains 2158 members 
Mstep: Class 11 contains 208121 members 
Mstep: Class 12 contains 10779 members 
Mstep: Class 15 contains 9824 members 
Mstep: Class 16 contains 7086 members 
Mstep: Class 17 contains 72141 members 
Mstep: Class 18 contains 249726 members 
Mstep: Class 20 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70729720.000000 Penalty: 49691.242188
Iteration 23Q: 16 clusters Score -7.072972e+07 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 3 contains 43812 members 
Mstep: Class 4 contains 3601 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 13066 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 11 contains 205048 members 
Mstep: Class 12 contains 10827 members 
Mstep: Class 15 contains 9757 members 
Mstep: Class 16 contains 6999 members 
Mstep: Class 17 contains 72829 members 
Mstep: Class 18 contains 252390 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70731256.000000 Penalty: 49691.242188
Iteration 24Q: 16 clusters Score -7.073126e+07 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 3 contains 43445 members 
Mstep: Class 4 contains 3523 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 13011 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 11 contains 202611 members 
Mstep: Class 12 contains 10941 members 
Mstep: Class 15 contains 9705 members 
Mstep: Class 16 contains 6901 members 
Mstep: Class 17 contains 73507 members 
Mstep: Class 18 contains 254386 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70732896.000000 Penalty: 49691.242188
Iteration 25Q: 16 clusters Score -7.07329e+07 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 3 contains 43088 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 12991 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 11 contains 200736 members 
Mstep: Class 12 contains 11097 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 74194 members 
Mstep: Class 18 contains 255701 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70734352.000000 Penalty: 49691.242188
Iteration 26Q: 16 clusters Score -7.073435e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 3 contains 42779 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 11 contains 199325 members 
Mstep: Class 12 contains 11271 members 
Mstep: Class 15 contains 9653 members 
Mstep: Class 16 contains 6664 members 
Mstep: Class 17 contains 74826 members 
Mstep: Class 18 contains 256556 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70735320.000000 Penalty: 49691.242188
Iteration 27Q: 16 clusters Score -7.073532e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 3 contains 42482 members 
Mstep: Class 4 contains 3358 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 992 members 
Mstep: Class 8 contains 13002 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 11 contains 198279 members 
Mstep: Class 12 contains 11463 members 
Mstep: Class 15 contains 9650 members 
Mstep: Class 16 contains 6523 members 
Mstep: Class 17 contains 75405 members 
Mstep: Class 18 contains 256987 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70736120.000000 Penalty: 49691.242188
Iteration 28Q: 16 clusters Score -7.073612e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 3 contains 42185 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 13038 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 11 contains 197618 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 15 contains 9654 members 
Mstep: Class 16 contains 6361 members 
Mstep: Class 17 contains 75904 members 
Mstep: Class 18 contains 257074 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70737192.000000 Penalty: 49691.242188
Iteration 29Q: 16 clusters Score -7.073719e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 3 contains 41956 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 13099 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 11 contains 197099 members 
Mstep: Class 12 contains 11917 members 
Mstep: Class 15 contains 9645 members 
Mstep: Class 16 contains 6196 members 
Mstep: Class 17 contains 76343 members 
Mstep: Class 18 contains 257021 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70737896.000000 Penalty: 49691.242188
Iteration 30Q: 16 clusters Score -7.07379e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 3 contains 41729 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 13156 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 11 contains 196752 members 
Mstep: Class 12 contains 12169 members 
Mstep: Class 15 contains 9635 members 
Mstep: Class 16 contains 6021 members 
Mstep: Class 17 contains 76715 members 
Mstep: Class 18 contains 256828 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70738736.000000 Penalty: 49691.242188
Iteration 31Q: 16 clusters Score -7.073874e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 3 contains 41515 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 13214 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 11 contains 196502 members 
Mstep: Class 12 contains 12422 members 
Mstep: Class 15 contains 9631 members 
Mstep: Class 16 contains 5829 members 
Mstep: Class 17 contains 77021 members 
Mstep: Class 18 contains 256580 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70739360.000000 Penalty: 49691.242188
Iteration 32Q: 16 clusters Score -7.073936e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 3 contains 41315 members 
Mstep: Class 4 contains 3220 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 993 members 
Mstep: Class 8 contains 13259 members 
Mstep: Class 9 contains 2156 members 
Mstep: Class 11 contains 196462 members 
Mstep: Class 12 contains 12696 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 77243 members 
Mstep: Class 18 contains 256175 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70740048.000000 Penalty: 49691.242188
Iteration 33Q: 16 clusters Score -7.074005e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 3 contains 41122 members 
Mstep: Class 4 contains 3209 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 13307 members 
Mstep: Class 9 contains 2156 members 
Mstep: Class 11 contains 196430 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 15 contains 9621 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 77458 members 
Mstep: Class 18 contains 255764 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70740816.000000 Penalty: 49691.242188
Iteration 34Q: 16 clusters Score -7.074082e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 3 contains 40958 members 
Mstep: Class 4 contains 3202 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 13356 members 
Mstep: Class 9 contains 2156 members 
Mstep: Class 11 contains 196576 members 
Mstep: Class 12 contains 13157 members 
Mstep: Class 15 contains 9630 members 
Mstep: Class 16 contains 5355 members 
Mstep: Class 17 contains 77587 members 
Mstep: Class 18 contains 255291 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70741680.000000 Penalty: 49691.242188
Iteration 35Q: 16 clusters Score -7.074168e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 3 contains 40807 members 
Mstep: Class 4 contains 3181 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 13406 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 11 contains 196816 members 
Mstep: Class 12 contains 13363 members 
Mstep: Class 15 contains 9638 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 77689 members 
Mstep: Class 18 contains 254773 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70742384.000000 Penalty: 49691.242188
Iteration 36Q: 16 clusters Score -7.074238e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 3 contains 40642 members 
Mstep: Class 4 contains 3165 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 13443 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 11 contains 197054 members 
Mstep: Class 12 contains 13581 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 5038 members 
Mstep: Class 17 contains 77788 members 
Mstep: Class 18 contains 254311 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70743200.000000 Penalty: 49691.242188
Iteration 37Q: 16 clusters Score -7.07432e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 3 contains 40507 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 13494 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 11 contains 197318 members 
Mstep: Class 12 contains 13821 members 
Mstep: Class 15 contains 9630 members 
Mstep: Class 16 contains 4897 members 
Mstep: Class 17 contains 77848 members 
Mstep: Class 18 contains 253766 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70744008.000000 Penalty: 49691.242188
Iteration 38Q: 16 clusters Score -7.074401e+07 nChanged 3514
Entering ConstructFrom: 
Score: -70744008.000000 Penalty: 49691.242188
Entering ConstructFrom: 
Trying to split cluster 1 (12562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Entering Unmasked Estep 
Score: -1467175.750000 Penalty: 2340.730957
	Iteration 0F: 2 clusters Score -1467176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1457864.125000 Penalty: 4681.461914
	Iteration 0F: 3 clusters Score -1457864 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1460727.750000 Penalty: 4681.461914
	Iteration 1F: 3 clusters Score -1460728 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1461061.750000 Penalty: 4681.461914
	Iteration 2F: 3 clusters Score -1461062 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1461286.250000 Penalty: 4681.461914
	Iteration 3Q: 3 clusters Score -1461286 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1461457.625000 Penalty: 4681.461914
	Iteration 4Q: 3 clusters Score -1461458 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1461629.625000 Penalty: 4681.461914
	Iteration 5Q: 3 clusters Score -1461630 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1461764.000000 Penalty: 4681.461914
	Iteration 6Q: 3 clusters Score -1461764 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1461899.750000 Penalty: 4681.461914
	Iteration 7Q: 3 clusters Score -1461900 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1462039.000000 Penalty: 4681.461914
	Iteration 8Q: 3 clusters Score -1462039 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1462204.000000 Penalty: 4681.461914
	Iteration 9Q: 3 clusters Score -1462204 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1462396.375000 Penalty: 4681.461914
	Iteration 10Q: 3 clusters Score -1462396 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1462608.250000 Penalty: 4681.461914
	Iteration 11Q: 3 clusters Score -1462608 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1462844.375000 Penalty: 4681.461914
	Iteration 12Q: 3 clusters Score -1462844 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1463067.875000 Penalty: 4681.461914
	Iteration 13Q: 3 clusters Score -1463068 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1463261.625000 Penalty: 4681.461914
	Iteration 14Q: 3 clusters Score -1463262 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1463450.875000 Penalty: 4681.461914
	Iteration 15Q: 3 clusters Score -1463451 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1463614.500000 Penalty: 4681.461914
	Iteration 16Q: 3 clusters Score -1463614 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1463730.125000 Penalty: 4681.461914
	Iteration 17Q: 3 clusters Score -1463730 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1463831.375000 Penalty: 4681.461914
	Iteration 18Q: 3 clusters Score -1463831 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1463905.250000 Penalty: 4681.461914
	Iteration 19Q: 3 clusters Score -1463905 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1463979.625000 Penalty: 4681.461914
	Iteration 20F: 3 clusters Score -1463980 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1464034.625000 Penalty: 4681.461914
	Iteration 21Q: 3 clusters Score -1464035 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1464090.875000 Penalty: 4681.461914
	Iteration 22Q: 3 clusters Score -1464091 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1464140.875000 Penalty: 4681.461914
	Iteration 23Q: 3 clusters Score -1464141 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1464177.875000 Penalty: 4681.461914
	Iteration 24Q: 3 clusters Score -1464178 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1464215.000000 Penalty: 4681.461914
	Iteration 25Q: 3 clusters Score -1464215 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1464244.625000 Penalty: 4681.461914
	Iteration 26Q: 3 clusters Score -1464245 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1464270.375000 Penalty: 4681.461914
	Iteration 27Q: 3 clusters Score -1464270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1464293.250000 Penalty: 4681.461914
	Iteration 28Q: 3 clusters Score -1464293 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1464319.375000 Penalty: 4681.461914
	Iteration 29Q: 3 clusters Score -1464319 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1464348.750000 Penalty: 4681.461914
	Iteration 30Q: 3 clusters Score -1464349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1464376.875000 Penalty: 4681.461914
	Iteration 31Q: 3 clusters Score -1464377 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1464404.750000 Penalty: 4681.461914
	Iteration 32Q: 3 clusters Score -1464405 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1464421.625000 Penalty: 4681.461914
	Iteration 33Q: 3 clusters Score -1464422 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1464455.250000 Penalty: 4681.461914
	Iteration 34Q: 3 clusters Score -1464455 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1464478.125000 Penalty: 4681.461914
	Iteration 35Q: 3 clusters Score -1464478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1464507.125000 Penalty: 4681.461914
	Iteration 36Q: 3 clusters Score -1464507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1464528.625000 Penalty: 4681.461914
	Iteration 37Q: 3 clusters Score -1464529 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1464551.750000 Penalty: 4681.461914
	Iteration 38Q: 3 clusters Score -1464552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1464570.625000 Penalty: 4681.461914
	Iteration 39Q: 3 clusters Score -1464571 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1464594.000000 Penalty: 4681.461914
	Iteration 40F: 3 clusters Score -1464594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1464611.375000 Penalty: 4681.461914
	Iteration 41Q: 3 clusters Score -1464611 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1464627.625000 Penalty: 4681.461914
	Iteration 42Q: 3 clusters Score -1464628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1464641.000000 Penalty: 4681.461914
	Iteration 43Q: 3 clusters Score -1464641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1464655.375000 Penalty: 4681.461914
	Iteration 44Q: 3 clusters Score -1464655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1464663.875000 Penalty: 4681.461914
	Iteration 45Q: 3 clusters Score -1464664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1464679.375000 Penalty: 4681.461914
	Iteration 46Q: 3 clusters Score -1464679 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1464704.500000 Penalty: 4681.461914
	Iteration 47Q: 3 clusters Score -1464704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1464722.375000 Penalty: 4681.461914
	Iteration 48Q: 3 clusters Score -1464722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1464745.625000 Penalty: 4681.461914
	Iteration 49Q: 3 clusters Score -1464746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1464760.250000 Penalty: 4681.461914
	Iteration 50Q: 3 clusters Score -1464760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1464784.250000 Penalty: 4681.461914
	Iteration 51Q: 3 clusters Score -1464784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1464809.625000 Penalty: 4681.461914
	Iteration 52Q: 3 clusters Score -1464810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1464829.000000 Penalty: 4681.461914
	Iteration 53Q: 3 clusters Score -1464829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1464848.000000 Penalty: 4681.461914
	Iteration 54Q: 3 clusters Score -1464848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1464860.250000 Penalty: 4681.461914
	Iteration 55Q: 3 clusters Score -1464860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1464877.125000 Penalty: 4681.461914
	Iteration 56Q: 3 clusters Score -1464877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1464886.625000 Penalty: 4681.461914
	Iteration 57Q: 3 clusters Score -1464887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1464901.250000 Penalty: 4681.461914
	Iteration 58Q: 3 clusters Score -1464901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1464914.750000 Penalty: 4681.461914
	Iteration 59Q: 3 clusters Score -1464915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1464922.500000 Penalty: 4681.461914
	Iteration 60F: 3 clusters Score -1464922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1464934.875000 Penalty: 4681.461914
	Iteration 61Q: 3 clusters Score -1464935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1464942.500000 Penalty: 4681.461914
	Iteration 62Q: 3 clusters Score -1464942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1464952.875000 Penalty: 4681.461914
	Iteration 63Q: 3 clusters Score -1464953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1464961.875000 Penalty: 4681.461914
	Iteration 64Q: 3 clusters Score -1464962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1464969.125000 Penalty: 4681.461914
	Iteration 65Q: 3 clusters Score -1464969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1464972.750000 Penalty: 4681.461914
	Iteration 66Q: 3 clusters Score -1464973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1464969.875000 Penalty: 4681.461914
	Iteration 67Q: 3 clusters Score -1464970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1464975.250000 Penalty: 4681.461914
	Iteration 68Q: 3 clusters Score -1464975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1464983.125000 Penalty: 4681.461914
	Iteration 69Q: 3 clusters Score -1464983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1464986.125000 Penalty: 4681.461914
	Iteration 70Q: 3 clusters Score -1464986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1464992.375000 Penalty: 4681.461914
	Iteration 71Q: 3 clusters Score -1464992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1464998.625000 Penalty: 4681.461914
	Iteration 72Q: 3 clusters Score -1464999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1465007.250000 Penalty: 4681.461914
	Iteration 73Q: 3 clusters Score -1465007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1465016.125000 Penalty: 4681.461914
	Iteration 74Q: 3 clusters Score -1465016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1465023.625000 Penalty: 4681.461914
	Iteration 75Q: 3 clusters Score -1465024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1465028.875000 Penalty: 4681.461914
	Iteration 76Q: 3 clusters Score -1465029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1465035.500000 Penalty: 4681.461914
	Iteration 77Q: 3 clusters Score -1465036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1465046.250000 Penalty: 4681.461914
	Iteration 78Q: 3 clusters Score -1465046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1465053.625000 Penalty: 4681.461914
	Iteration 79Q: 3 clusters Score -1465054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1465056.875000 Penalty: 4681.461914
	Iteration 80F: 3 clusters Score -1465057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1465060.500000 Penalty: 4681.461914
	Iteration 81Q: 3 clusters Score -1465060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1465061.500000 Penalty: 4681.461914
	Iteration 82Q: 3 clusters Score -1465062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1465059.750000 Penalty: 4681.461914
	Iteration 83Q: 3 clusters Score -1465060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1465064.375000 Penalty: 4681.461914
	Iteration 84Q: 3 clusters Score -1465064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1465068.125000 Penalty: 4681.461914
	Iteration 85Q: 3 clusters Score -1465068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1465067.250000 Penalty: 4681.461914
	Iteration 86Q: 3 clusters Score -1465067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1465071.125000 Penalty: 4681.461914
	Iteration 87Q: 3 clusters Score -1465071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1465071.375000 Penalty: 4681.461914
	Iteration 88Q: 3 clusters Score -1465071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1465072.750000 Penalty: 4681.461914
	Iteration 89Q: 3 clusters Score -1465073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1465071.750000 Penalty: 4681.461914
	Iteration 90Q: 3 clusters Score -1465072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1465075.000000 Penalty: 4681.461914
	Iteration 91Q: 3 clusters Score -1465075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1465076.750000 Penalty: 4681.461914
	Iteration 92Q: 3 clusters Score -1465077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1465076.750000 Penalty: 4681.461914
	Iteration 93F: 3 clusters Score -1465077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Entering Unmasked Estep 
Score: -4534766.000000 Penalty: 2630.420898
	Iteration 0F: 2 clusters Score -4534766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -4507486.500000 Penalty: 5260.841797
	Iteration 0F: 3 clusters Score -4507486 nChanged 18431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -4517445.000000 Penalty: 5260.841797
	Iteration 1F: 3 clusters Score -4517445 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -4517883.000000 Penalty: 5260.841797
	Iteration 2Q: 3 clusters Score -4517883 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -4518349.000000 Penalty: 5260.841797
	Iteration 3Q: 3 clusters Score -4518349 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4518789.500000 Penalty: 5260.841797
	Iteration 4Q: 3 clusters Score -4518790 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -4519292.000000 Penalty: 5260.841797
	Iteration 5Q: 3 clusters Score -4519292 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4519985.500000 Penalty: 5260.841797
	Iteration 6Q: 3 clusters Score -4519986 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -4520822.500000 Penalty: 5260.841797
	Iteration 7Q: 3 clusters Score -4520822 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -4521870.000000 Penalty: 5260.841797
	Iteration 8F: 3 clusters Score -4521870 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -4523184.500000 Penalty: 5260.841797
	Iteration 9F: 3 clusters Score -4523184 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -4524872.000000 Penalty: 5260.841797
	Iteration 10F: 3 clusters Score -4524872 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -4526830.500000 Penalty: 5260.841797
	Iteration 11F: 3 clusters Score -4526830 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -4528988.000000 Penalty: 5260.841797
	Iteration 12F: 3 clusters Score -4528988 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -4531052.000000 Penalty: 5260.841797
	Iteration 13F: 3 clusters Score -4531052 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4532650.500000 Penalty: 5260.841797
	Iteration 14Q: 3 clusters Score -4532650 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4533630.000000 Penalty: 5260.841797
	Iteration 15Q: 3 clusters Score -4533630 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4534090.500000 Penalty: 5260.841797
	Iteration 16Q: 3 clusters Score -4534090 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4534298.000000 Penalty: 5260.841797
	Iteration 17Q: 3 clusters Score -4534298 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4534419.500000 Penalty: 5260.841797
	Iteration 18Q: 3 clusters Score -4534420 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4534501.000000 Penalty: 5260.841797
	Iteration 19Q: 3 clusters Score -4534501 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4534540.000000 Penalty: 5260.841797
	Iteration 20F: 3 clusters Score -4534540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4534564.500000 Penalty: 5260.841797
	Iteration 21Q: 3 clusters Score -4534564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4534593.500000 Penalty: 5260.841797
	Iteration 22Q: 3 clusters Score -4534594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4534615.500000 Penalty: 5260.841797
	Iteration 23Q: 3 clusters Score -4534616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4534633.500000 Penalty: 5260.841797
	Iteration 24Q: 3 clusters Score -4534634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4534648.000000 Penalty: 5260.841797
	Iteration 25Q: 3 clusters Score -4534648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4534652.000000 Penalty: 5260.841797
	Iteration 26Q: 3 clusters Score -4534652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4534658.500000 Penalty: 5260.841797
	Iteration 27Q: 3 clusters Score -4534658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4534670.000000 Penalty: 5260.841797
	Iteration 28Q: 3 clusters Score -4534670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4534672.000000 Penalty: 5260.841797
	Iteration 29Q: 3 clusters Score -4534672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4534674.000000 Penalty: 5260.841797
	Iteration 30Q: 3 clusters Score -4534674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4534681.000000 Penalty: 5260.841797
	Iteration 31Q: 3 clusters Score -4534681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4534680.500000 Penalty: 5260.841797
	Iteration 32Q: 3 clusters Score -4534680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4534680.500000 Penalty: 5260.841797
	Iteration 33F: 3 clusters Score -4534680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -339271.312500 Penalty: 1998.229736
	Iteration 0F: 2 clusters Score -339271.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -335888.531250 Penalty: 3996.459473
	Iteration 0F: 3 clusters Score -335888.5 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -336581.062500 Penalty: 3996.459473
	Iteration 1F: 3 clusters Score -336581.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -336721.500000 Penalty: 3996.459473
	Iteration 2F: 3 clusters Score -336721.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -336802.281250 Penalty: 3996.459473
	Iteration 3Q: 3 clusters Score -336802.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -336860.937500 Penalty: 3996.459473
	Iteration 4Q: 3 clusters Score -336860.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -336905.187500 Penalty: 3996.459473
	Iteration 5Q: 3 clusters Score -336905.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -336931.187500 Penalty: 3996.459473
	Iteration 6Q: 3 clusters Score -336931.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -336950.718750 Penalty: 3996.459473
	Iteration 7Q: 3 clusters Score -336950.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -336967.656250 Penalty: 3996.459473
	Iteration 8Q: 3 clusters Score -336967.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -336984.531250 Penalty: 3996.459473
	Iteration 9Q: 3 clusters Score -336984.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -337003.593750 Penalty: 3996.459473
	Iteration 10Q: 3 clusters Score -337003.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -337029.406250 Penalty: 3996.459473
	Iteration 11Q: 3 clusters Score -337029.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -337052.750000 Penalty: 3996.459473
	Iteration 12Q: 3 clusters Score -337052.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -337075.343750 Penalty: 3996.459473
	Iteration 13Q: 3 clusters Score -337075.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -337094.843750 Penalty: 3996.459473
	Iteration 14Q: 3 clusters Score -337094.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -337107.187500 Penalty: 3996.459473
	Iteration 15Q: 3 clusters Score -337107.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -337118.718750 Penalty: 3996.459473
	Iteration 16Q: 3 clusters Score -337118.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -337130.593750 Penalty: 3996.459473
	Iteration 17Q: 3 clusters Score -337130.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -337143.187500 Penalty: 3996.459473
	Iteration 18Q: 3 clusters Score -337143.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -337151.375000 Penalty: 3996.459473
	Iteration 19Q: 3 clusters Score -337151.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -337161.937500 Penalty: 3996.459473
	Iteration 20F: 3 clusters Score -337161.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -337173.000000 Penalty: 3996.459473
	Iteration 21Q: 3 clusters Score -337173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -337185.500000 Penalty: 3996.459473
	Iteration 22Q: 3 clusters Score -337185.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -337191.906250 Penalty: 3996.459473
	Iteration 23Q: 3 clusters Score -337191.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -337198.437500 Penalty: 3996.459473
	Iteration 24Q: 3 clusters Score -337198.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -337203.000000 Penalty: 3996.459473
	Iteration 25Q: 3 clusters Score -337203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -337209.312500 Penalty: 3996.459473
	Iteration 26Q: 3 clusters Score -337209.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -337217.562500 Penalty: 3996.459473
	Iteration 27Q: 3 clusters Score -337217.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -337225.343750 Penalty: 3996.459473
	Iteration 28Q: 3 clusters Score -337225.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -337237.093750 Penalty: 3996.459473
	Iteration 29Q: 3 clusters Score -337237.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -337248.218750 Penalty: 3996.459473
	Iteration 30Q: 3 clusters Score -337248.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -337261.281250 Penalty: 3996.459473
	Iteration 31Q: 3 clusters Score -337261.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -337273.687500 Penalty: 3996.459473
	Iteration 32Q: 3 clusters Score -337273.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -337283.562500 Penalty: 3996.459473
	Iteration 33Q: 3 clusters Score -337283.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -337291.468750 Penalty: 3996.459473
	Iteration 34Q: 3 clusters Score -337291.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -337299.687500 Penalty: 3996.459473
	Iteration 35Q: 3 clusters Score -337299.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -337305.718750 Penalty: 3996.459473
	Iteration 36Q: 3 clusters Score -337305.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -337312.031250 Penalty: 3996.459473
	Iteration 37Q: 3 clusters Score -337312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -337316.906250 Penalty: 3996.459473
	Iteration 38Q: 3 clusters Score -337316.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -337319.218750 Penalty: 3996.459473
	Iteration 39Q: 3 clusters Score -337319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -337320.093750 Penalty: 3996.459473
	Iteration 40F: 3 clusters Score -337320.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -337320.375000 Penalty: 3996.459473
	Iteration 41Q: 3 clusters Score -337320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -337320.375000 Penalty: 3996.459473
	Iteration 42F: 3 clusters Score -337320.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -73642.507812 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -73642.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71947.515625 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -71947.52 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72149.812500 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -72149.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72206.570312 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -72206.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72230.335938 Penalty: 3223.147949
	Iteration 3Q: 3 clusters Score -72230.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72241.656250 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -72241.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72249.015625 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -72249.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72256.398438 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -72256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -72260.882812 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -72260.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72264.679688 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -72264.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72267.593750 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -72267.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72269.828125 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -72269.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72269.828125 Penalty: 3223.147949
	Iteration 11F: 3 clusters Score -72269.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -95356.429688 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -95356.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93489.445312 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -93489.45 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -93759.000000 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -93759 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -93855.125000 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -93855.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93892.632812 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -93892.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93921.015625 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -93921.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93958.601562 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -93958.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -93984.953125 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -93984.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94006.257812 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -94006.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94018.257812 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -94018.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94030.007812 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -94030.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94041.601562 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -94041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -94052.109375 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -94052.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94062.187500 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -94062.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -94069.250000 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -94069.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94102.085938 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -94102.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94122.593750 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -94122.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94138.875000 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -94138.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94149.039062 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -94149.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94162.054688 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -94162.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94175.101562 Penalty: 3352.590576
	Iteration 19Q: 3 clusters Score -94175.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -94186.281250 Penalty: 3352.590576
	Iteration 20F: 3 clusters Score -94186.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94203.398438 Penalty: 3352.590576
	Iteration 21Q: 3 clusters Score -94203.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -94211.062500 Penalty: 3352.590576
	Iteration 22Q: 3 clusters Score -94211.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -94212.562500 Penalty: 3352.590576
	Iteration 23Q: 3 clusters Score -94212.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -94216.601562 Penalty: 3352.590576
	Iteration 24Q: 3 clusters Score -94216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -94221.789062 Penalty: 3352.590576
	Iteration 25Q: 3 clusters Score -94221.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -94227.359375 Penalty: 3352.590576
	Iteration 26Q: 3 clusters Score -94227.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -94231.078125 Penalty: 3352.590576
	Iteration 27Q: 3 clusters Score -94231.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -94235.507812 Penalty: 3352.590576
	Iteration 28Q: 3 clusters Score -94235.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -94240.937500 Penalty: 3352.590576
	Iteration 29Q: 3 clusters Score -94240.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -94246.093750 Penalty: 3352.590576
	Iteration 30Q: 3 clusters Score -94246.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94248.750000 Penalty: 3352.590576
	Iteration 31Q: 3 clusters Score -94248.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -94251.968750 Penalty: 3352.590576
	Iteration 32Q: 3 clusters Score -94251.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -94254.367188 Penalty: 3352.590576
	Iteration 33Q: 3 clusters Score -94254.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -94255.203125 Penalty: 3352.590576
	Iteration 34Q: 3 clusters Score -94255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -94255.203125 Penalty: 3352.590576
	Iteration 35F: 3 clusters Score -94255.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -104195.804688 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -104195.8 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 487 members 
Entering Unmasked Estep 
Score: -102280.906250 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -102280.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102557.578125 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -102557.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -102680.625000 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -102680.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102767.742188 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -102767.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102834.500000 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -102834.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -102886.984375 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -102887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102933.804688 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -102933.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -103010.671875 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -103010.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -103106.320312 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -103106.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103207.617188 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -103207.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103304.382812 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -103304.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -103375.335938 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -103375.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -103463.179688 Penalty: 3418.750244
	Iteration 12Q: 3 clusters Score -103463.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -103566.929688 Penalty: 3418.750244
	Iteration 13Q: 3 clusters Score -103566.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -103709.304688 Penalty: 3418.750244
	Iteration 14Q: 3 clusters Score -103709.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103796.570312 Penalty: 3418.750244
	Iteration 15Q: 3 clusters Score -103796.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -103879.070312 Penalty: 3418.750244
	Iteration 16Q: 3 clusters Score -103879.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -103937.812500 Penalty: 3418.750244
	Iteration 17Q: 3 clusters Score -103937.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -103976.101562 Penalty: 3418.750244
	Iteration 18Q: 3 clusters Score -103976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -103991.656250 Penalty: 3418.750244
	Iteration 19Q: 3 clusters Score -103991.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103995.742188 Penalty: 3418.750244
	Iteration 20F: 3 clusters Score -103995.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103998.179688 Penalty: 3418.750244
	Iteration 21Q: 3 clusters Score -103998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103998.179688 Penalty: 3418.750244
	Iteration 22F: 3 clusters Score -103998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Entering Unmasked Estep 
Score: -1562693.375000 Penalty: 2359.415771
	Iteration 0F: 2 clusters Score -1562693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1552694.750000 Penalty: 4718.831543
	Iteration 0F: 3 clusters Score -1552695 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1556212.125000 Penalty: 4718.831543
	Iteration 1F: 3 clusters Score -1556212 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1557151.125000 Penalty: 4718.831543
	Iteration 2F: 3 clusters Score -1557151 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1558237.250000 Penalty: 4718.831543
	Iteration 3F: 3 clusters Score -1558237 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1559436.750000 Penalty: 4718.831543
	Iteration 4F: 3 clusters Score -1559437 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1560610.500000 Penalty: 4718.831543
	Iteration 5F: 3 clusters Score -1560610 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1561621.125000 Penalty: 4718.831543
	Iteration 6F: 3 clusters Score -1561621 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1562267.750000 Penalty: 4718.831543
	Iteration 7F: 3 clusters Score -1562268 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1562645.125000 Penalty: 4718.831543
	Iteration 8Q: 3 clusters Score -1562645 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1562838.125000 Penalty: 4718.831543
	Iteration 9Q: 3 clusters Score -1562838 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1562965.250000 Penalty: 4718.831543
	Iteration 10Q: 3 clusters Score -1562965 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1563027.250000 Penalty: 4718.831543
	Iteration 11Q: 3 clusters Score -1563027 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1563069.500000 Penalty: 4718.831543
	Iteration 12Q: 3 clusters Score -1563070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1563089.875000 Penalty: 4718.831543
	Iteration 13Q: 3 clusters Score -1563090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1563106.500000 Penalty: 4718.831543
	Iteration 14Q: 3 clusters Score -1563106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1563117.500000 Penalty: 4718.831543
	Iteration 15Q: 3 clusters Score -1563118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1563121.375000 Penalty: 4718.831543
	Iteration 16Q: 3 clusters Score -1563121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1563120.375000 Penalty: 4718.831543
	Iteration 17Q: 3 clusters Score -1563120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1563121.125000 Penalty: 4718.831543
	Iteration 18Q: 3 clusters Score -1563121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1563123.250000 Penalty: 4718.831543
	Iteration 19Q: 3 clusters Score -1563123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1563123.375000 Penalty: 4718.831543
	Iteration 20F: 3 clusters Score -1563123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 12469 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 2158 members 
Mstep: Class 11 contains 197673 members 
Mstep: Class 12 contains 14106 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 4748 members 
Mstep: Class 17 contains 77870 members 
Mstep: Class 18 contains 253125 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
Score: -70743984.000000 Penalty: 53003.992188
Splitting cluster 8 changes total score from -70744008.000000 to -70743984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Entering Unmasked Estep 
Score: -212361.312500 Penalty: 1903.880371
	Iteration 0F: 2 clusters Score -212361.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -209869.000000 Penalty: 3807.760742
	Iteration 0F: 3 clusters Score -209869 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -211358.031250 Penalty: 3807.760742
	Iteration 1F: 3 clusters Score -211358 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -212306.765625 Penalty: 3807.760742
	Iteration 2F: 3 clusters Score -212306.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -213383.531250 Penalty: 3807.760742
	Iteration 3F: 3 clusters Score -213383.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -214112.156250 Penalty: 3807.760742
	Iteration 4F: 3 clusters Score -214112.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -214644.390625 Penalty: 3807.760742
	Iteration 5Q: 3 clusters Score -214644.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -215455.921875 Penalty: 3807.760742
	Iteration 6Q: 3 clusters Score -215455.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -215727.000000 Penalty: 3807.760742
	Iteration 7Q: 3 clusters Score -215727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -215854.859375 Penalty: 3807.760742
	Iteration 8Q: 3 clusters Score -215854.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -215944.921875 Penalty: 3807.760742
	Iteration 9Q: 3 clusters Score -215944.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -215970.078125 Penalty: 3807.760742
	Iteration 10Q: 3 clusters Score -215970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -215978.515625 Penalty: 3807.760742
	Iteration 11Q: 3 clusters Score -215978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -215983.296875 Penalty: 3807.760742
	Iteration 12Q: 3 clusters Score -215983.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -215990.125000 Penalty: 3807.760742
	Iteration 13Q: 3 clusters Score -215990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -216000.875000 Penalty: 3807.760742
	Iteration 14Q: 3 clusters Score -216000.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -216008.265625 Penalty: 3807.760742
	Iteration 15Q: 3 clusters Score -216008.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -216010.625000 Penalty: 3807.760742
	Iteration 16Q: 3 clusters Score -216010.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -216011.921875 Penalty: 3807.760742
	Iteration 17Q: 3 clusters Score -216011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -216017.093750 Penalty: 3807.760742
	Iteration 18Q: 3 clusters Score -216017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -216021.000000 Penalty: 3807.760742
	Iteration 19Q: 3 clusters Score -216021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -216032.671875 Penalty: 3807.760742
	Iteration 20F: 3 clusters Score -216032.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -216053.281250 Penalty: 3807.760742
	Iteration 21Q: 3 clusters Score -216053.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -216081.406250 Penalty: 3807.760742
	Iteration 22Q: 3 clusters Score -216081.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -216142.203125 Penalty: 3807.760742
	Iteration 23Q: 3 clusters Score -216142.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -216285.218750 Penalty: 3807.760742
	Iteration 24Q: 3 clusters Score -216285.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -216606.140625 Penalty: 3807.760742
	Iteration 25Q: 3 clusters Score -216606.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -216762.921875 Penalty: 3807.760742
	Iteration 26Q: 3 clusters Score -216762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -216766.531250 Penalty: 3807.760742
	Iteration 27Q: 3 clusters Score -216766.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -216766.531250 Penalty: 3807.760742
	Iteration 28F: 3 clusters Score -216766.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 13545 members 
Mstep: Class 9 contains 1194 members 
Mstep: Class 11 contains 197673 members 
Mstep: Class 12 contains 14106 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 4748 members 
Mstep: Class 17 contains 77870 members 
Mstep: Class 18 contains 253125 members 
Mstep: Class 20 contains 1283 members 
Entering Unmasked Estep 
Score: -70746952.000000 Penalty: 53003.992188
Splitting cluster 9 changes total score from -70744008.000000 to -70746952.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 11 (197673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197673 members 
Entering Unmasked Estep 
Score: -22377756.000000 Penalty: 3024.203613
	Iteration 0F: 2 clusters Score -2.237776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98654 members 
Mstep: Class 2 contains 99019 members 
Entering Unmasked Estep 
Score: -22248618.000000 Penalty: 6048.407227
	Iteration 0F: 3 clusters Score -2.224862e+07 nChanged 94729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -22305066.000000 Penalty: 6048.407227
	Iteration 1F: 3 clusters Score -2.230507e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 103896 members 
Entering Unmasked Estep 
Score: -22307630.000000 Penalty: 6048.407227
	Iteration 2Q: 3 clusters Score -2.230763e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90560 members 
Mstep: Class 2 contains 107113 members 
Entering Unmasked Estep 
Score: -22311452.000000 Penalty: 6048.407227
	Iteration 3Q: 3 clusters Score -2.231145e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 111495 members 
Entering Unmasked Estep 
Score: -22316994.000000 Penalty: 6048.407227
	Iteration 4F: 3 clusters Score -2.231699e+07 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 117031 members 
Entering Unmasked Estep 
Score: -22324434.000000 Penalty: 6048.407227
	Iteration 5F: 3 clusters Score -2.232443e+07 nChanged 13160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 123005 members 
Entering Unmasked Estep 
Score: -22333082.000000 Penalty: 6048.407227
	Iteration 6F: 3 clusters Score -2.233308e+07 nChanged 12765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 128588 members 
Entering Unmasked Estep 
Score: -22341438.000000 Penalty: 6048.407227
	Iteration 7F: 3 clusters Score -2.234144e+07 nChanged 11654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 133296 members 
Entering Unmasked Estep 
Score: -22348796.000000 Penalty: 6048.407227
	Iteration 8F: 3 clusters Score -2.23488e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 136783 members 
Entering Unmasked Estep 
Score: -22353672.000000 Penalty: 6048.407227
	Iteration 9Q: 3 clusters Score -2.235367e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 139346 members 
Entering Unmasked Estep 
Score: -22356466.000000 Penalty: 6048.407227
	Iteration 10Q: 3 clusters Score -2.235647e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 141495 members 
Entering Unmasked Estep 
Score: -22357612.000000 Penalty: 6048.407227
	Iteration 11Q: 3 clusters Score -2.235761e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 143508 members 
Entering Unmasked Estep 
Score: -22358480.000000 Penalty: 6048.407227
	Iteration 12Q: 3 clusters Score -2.235848e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 145521 members 
Entering Unmasked Estep 
Score: -22359076.000000 Penalty: 6048.407227
	Iteration 13Q: 3 clusters Score -2.235908e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 147570 members 
Entering Unmasked Estep 
Score: -22359558.000000 Penalty: 6048.407227
	Iteration 14Q: 3 clusters Score -2.235956e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 149686 members 
Entering Unmasked Estep 
Score: -22360054.000000 Penalty: 6048.407227
	Iteration 15Q: 3 clusters Score -2.236005e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 151928 members 
Entering Unmasked Estep 
Score: -22360850.000000 Penalty: 6048.407227
	Iteration 16Q: 3 clusters Score -2.236085e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 154164 members 
Entering Unmasked Estep 
Score: -22361608.000000 Penalty: 6048.407227
	Iteration 17Q: 3 clusters Score -2.236161e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 156501 members 
Entering Unmasked Estep 
Score: -22362390.000000 Penalty: 6048.407227
	Iteration 18Q: 3 clusters Score -2.236239e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 158932 members 
Entering Unmasked Estep 
Score: -22363478.000000 Penalty: 6048.407227
	Iteration 19Q: 3 clusters Score -2.236348e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 161408 members 
Entering Unmasked Estep 
Score: -22364814.000000 Penalty: 6048.407227
	Iteration 20F: 3 clusters Score -2.236481e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 163808 members 
Entering Unmasked Estep 
Score: -22365928.000000 Penalty: 6048.407227
	Iteration 21Q: 3 clusters Score -2.236593e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 166090 members 
Entering Unmasked Estep 
Score: -22367106.000000 Penalty: 6048.407227
	Iteration 22Q: 3 clusters Score -2.236711e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 168137 members 
Entering Unmasked Estep 
Score: -22368144.000000 Penalty: 6048.407227
	Iteration 23Q: 3 clusters Score -2.236814e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -22368886.000000 Penalty: 6048.407227
	Iteration 24Q: 3 clusters Score -2.236889e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 171774 members 
Entering Unmasked Estep 
Score: -22369576.000000 Penalty: 6048.407227
	Iteration 25Q: 3 clusters Score -2.236958e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 173385 members 
Entering Unmasked Estep 
Score: -22370110.000000 Penalty: 6048.407227
	Iteration 26Q: 3 clusters Score -2.237011e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -22370624.000000 Penalty: 6048.407227
	Iteration 27Q: 3 clusters Score -2.237062e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 176228 members 
Entering Unmasked Estep 
Score: -22370990.000000 Penalty: 6048.407227
	Iteration 28Q: 3 clusters Score -2.237099e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 177453 members 
Entering Unmasked Estep 
Score: -22371236.000000 Penalty: 6048.407227
	Iteration 29Q: 3 clusters Score -2.237124e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 178616 members 
Entering Unmasked Estep 
Score: -22371636.000000 Penalty: 6048.407227
	Iteration 30Q: 3 clusters Score -2.237164e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 179767 members 
Entering Unmasked Estep 
Score: -22372020.000000 Penalty: 6048.407227
	Iteration 31Q: 3 clusters Score -2.237202e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 180897 members 
Entering Unmasked Estep 
Score: -22372342.000000 Penalty: 6048.407227
	Iteration 32Q: 3 clusters Score -2.237234e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 181947 members 
Entering Unmasked Estep 
Score: -22372634.000000 Penalty: 6048.407227
	Iteration 33Q: 3 clusters Score -2.237263e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 182939 members 
Entering Unmasked Estep 
Score: -22372984.000000 Penalty: 6048.407227
	Iteration 34Q: 3 clusters Score -2.237298e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 183936 members 
Entering Unmasked Estep 
Score: -22373310.000000 Penalty: 6048.407227
	Iteration 35Q: 3 clusters Score -2.237331e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 184894 members 
Entering Unmasked Estep 
Score: -22373572.000000 Penalty: 6048.407227
	Iteration 36Q: 3 clusters Score -2.237357e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 185814 members 
Entering Unmasked Estep 
Score: -22373812.000000 Penalty: 6048.407227
	Iteration 37Q: 3 clusters Score -2.237381e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 186705 members 
Entering Unmasked Estep 
Score: -22373942.000000 Penalty: 6048.407227
	Iteration 38Q: 3 clusters Score -2.237394e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 187520 members 
Entering Unmasked Estep 
Score: -22374194.000000 Penalty: 6048.407227
	Iteration 39Q: 3 clusters Score -2.237419e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 188322 members 
Entering Unmasked Estep 
Score: -22374354.000000 Penalty: 6048.407227
	Iteration 40F: 3 clusters Score -2.237435e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 189086 members 
Entering Unmasked Estep 
Score: -22374566.000000 Penalty: 6048.407227
	Iteration 41Q: 3 clusters Score -2.237457e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 189817 members 
Entering Unmasked Estep 
Score: -22374678.000000 Penalty: 6048.407227
	Iteration 42Q: 3 clusters Score -2.237468e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 190491 members 
Entering Unmasked Estep 
Score: -22374892.000000 Penalty: 6048.407227
	Iteration 43Q: 3 clusters Score -2.237489e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 191091 members 
Entering Unmasked Estep 
Score: -22375066.000000 Penalty: 6048.407227
	Iteration 44Q: 3 clusters Score -2.237507e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 191632 members 
Entering Unmasked Estep 
Score: -22375192.000000 Penalty: 6048.407227
	Iteration 45Q: 3 clusters Score -2.237519e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 192086 members 
Entering Unmasked Estep 
Score: -22375370.000000 Penalty: 6048.407227
	Iteration 46Q: 3 clusters Score -2.237537e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 192539 members 
Entering Unmasked Estep 
Score: -22375392.000000 Penalty: 6048.407227
	Iteration 47Q: 3 clusters Score -2.237539e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 192967 members 
Entering Unmasked Estep 
Score: -22375526.000000 Penalty: 6048.407227
	Iteration 48Q: 3 clusters Score -2.237553e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 193341 members 
Entering Unmasked Estep 
Score: -22375636.000000 Penalty: 6048.407227
	Iteration 49Q: 3 clusters Score -2.237564e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 193676 members 
Entering Unmasked Estep 
Score: -22375706.000000 Penalty: 6048.407227
	Iteration 50Q: 3 clusters Score -2.237571e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 193935 members 
Entering Unmasked Estep 
Score: -22375764.000000 Penalty: 6048.407227
	Iteration 51Q: 3 clusters Score -2.237576e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 194140 members 
Entering Unmasked Estep 
Score: -22375782.000000 Penalty: 6048.407227
	Iteration 52Q: 3 clusters Score -2.237578e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 194298 members 
Entering Unmasked Estep 
Score: -22375874.000000 Penalty: 6048.407227
	Iteration 53Q: 3 clusters Score -2.237587e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 194435 members 
Entering Unmasked Estep 
Score: -22375890.000000 Penalty: 6048.407227
	Iteration 54Q: 3 clusters Score -2.237589e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 194556 members 
Entering Unmasked Estep 
Score: -22375960.000000 Penalty: 6048.407227
	Iteration 55Q: 3 clusters Score -2.237596e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 194660 members 
Entering Unmasked Estep 
Score: -22375976.000000 Penalty: 6048.407227
	Iteration 56Q: 3 clusters Score -2.237598e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 194736 members 
Entering Unmasked Estep 
Score: -22375954.000000 Penalty: 6048.407227
	Iteration 57Q: 3 clusters Score -2.237595e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 194809 members 
Entering Unmasked Estep 
Score: -22375994.000000 Penalty: 6048.407227
	Iteration 58Q: 3 clusters Score -2.237599e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 194882 members 
Entering Unmasked Estep 
Score: -22375978.000000 Penalty: 6048.407227
	Iteration 59Q: 3 clusters Score -2.237598e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 194945 members 
Entering Unmasked Estep 
Score: -22375978.000000 Penalty: 6048.407227
	Iteration 60F: 3 clusters Score -2.237598e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 195015 members 
Entering Unmasked Estep 
Score: -22376022.000000 Penalty: 6048.407227
	Iteration 61Q: 3 clusters Score -2.237602e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 195064 members 
Entering Unmasked Estep 
Score: -22376032.000000 Penalty: 6048.407227
	Iteration 62Q: 3 clusters Score -2.237603e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 195112 members 
Entering Unmasked Estep 
Score: -22376064.000000 Penalty: 6048.407227
	Iteration 63Q: 3 clusters Score -2.237606e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 195163 members 
Entering Unmasked Estep 
Score: -22376074.000000 Penalty: 6048.407227
	Iteration 64Q: 3 clusters Score -2.237607e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 195201 members 
Entering Unmasked Estep 
Score: -22376110.000000 Penalty: 6048.407227
	Iteration 65Q: 3 clusters Score -2.237611e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 195231 members 
Entering Unmasked Estep 
Score: -22376110.000000 Penalty: 6048.407227
	Iteration 66Q: 3 clusters Score -2.237611e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 195259 members 
Entering Unmasked Estep 
Score: -22376122.000000 Penalty: 6048.407227
	Iteration 67Q: 3 clusters Score -2.237612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 195280 members 
Entering Unmasked Estep 
Score: -22376114.000000 Penalty: 6048.407227
	Iteration 68Q: 3 clusters Score -2.237611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 195299 members 
Entering Unmasked Estep 
Score: -22376102.000000 Penalty: 6048.407227
	Iteration 69Q: 3 clusters Score -2.23761e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 195321 members 
Entering Unmasked Estep 
Score: -22376152.000000 Penalty: 6048.407227
	Iteration 70Q: 3 clusters Score -2.237615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 195336 members 
Entering Unmasked Estep 
Score: -22376134.000000 Penalty: 6048.407227
	Iteration 71Q: 3 clusters Score -2.237613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 195350 members 
Entering Unmasked Estep 
Score: -22376138.000000 Penalty: 6048.407227
	Iteration 72Q: 3 clusters Score -2.237614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 195367 members 
Entering Unmasked Estep 
Score: -22376152.000000 Penalty: 6048.407227
	Iteration 73Q: 3 clusters Score -2.237615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 195379 members 
Entering Unmasked Estep 
Score: -22376160.000000 Penalty: 6048.407227
	Iteration 74Q: 3 clusters Score -2.237616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 195392 members 
Entering Unmasked Estep 
Score: -22376156.000000 Penalty: 6048.407227
	Iteration 75Q: 3 clusters Score -2.237616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 195398 members 
Entering Unmasked Estep 
Score: -22376160.000000 Penalty: 6048.407227
	Iteration 76Q: 3 clusters Score -2.237616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 195406 members 
Entering Unmasked Estep 
Score: -22376144.000000 Penalty: 6048.407227
	Iteration 77Q: 3 clusters Score -2.237614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 195410 members 
Entering Unmasked Estep 
Score: -22376164.000000 Penalty: 6048.407227
	Iteration 78Q: 3 clusters Score -2.237616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 195416 members 
Entering Unmasked Estep 
Score: -22376136.000000 Penalty: 6048.407227
	Iteration 79Q: 3 clusters Score -2.237614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 195421 members 
Entering Unmasked Estep 
Score: -22376142.000000 Penalty: 6048.407227
	Iteration 80F: 3 clusters Score -2.237614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 195428 members 
Entering Unmasked Estep 
Score: -22376142.000000 Penalty: 6048.407227
	Iteration 81Q: 3 clusters Score -2.237614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 195435 members 
Entering Unmasked Estep 
Score: -22376150.000000 Penalty: 6048.407227
	Iteration 82Q: 3 clusters Score -2.237615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 195440 members 
Entering Unmasked Estep 
Score: -22376132.000000 Penalty: 6048.407227
	Iteration 83Q: 3 clusters Score -2.237613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 195443 members 
Entering Unmasked Estep 
Score: -22376128.000000 Penalty: 6048.407227
	Iteration 84Q: 3 clusters Score -2.237613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 195447 members 
Entering Unmasked Estep 
Score: -22376122.000000 Penalty: 6048.407227
	Iteration 85Q: 3 clusters Score -2.237612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 195452 members 
Entering Unmasked Estep 
Score: -22376112.000000 Penalty: 6048.407227
	Iteration 86Q: 3 clusters Score -2.237611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 195455 members 
Entering Unmasked Estep 
Score: -22376122.000000 Penalty: 6048.407227
	Iteration 87Q: 3 clusters Score -2.237612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 195457 members 
Entering Unmasked Estep 
Score: -22376128.000000 Penalty: 6048.407227
	Iteration 88Q: 3 clusters Score -2.237613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 195459 members 
Entering Unmasked Estep 
Score: -22376134.000000 Penalty: 6048.407227
	Iteration 89Q: 3 clusters Score -2.237613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 195460 members 
Entering Unmasked Estep 
Score: -22376120.000000 Penalty: 6048.407227
	Iteration 90Q: 3 clusters Score -2.237612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 195461 members 
Entering Unmasked Estep 
Score: -22376116.000000 Penalty: 6048.407227
	Iteration 91Q: 3 clusters Score -2.237612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 195463 members 
Entering Unmasked Estep 
Score: -22376108.000000 Penalty: 6048.407227
	Iteration 92Q: 3 clusters Score -2.237611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 195463 members 
Entering Unmasked Estep 
Score: -22376110.000000 Penalty: 6048.407227
	Iteration 93Q: 3 clusters Score -2.237611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 195465 members 
Entering Unmasked Estep 
Score: -22376112.000000 Penalty: 6048.407227
	Iteration 94Q: 3 clusters Score -2.237611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 195467 members 
Entering Unmasked Estep 
Score: -22376126.000000 Penalty: 6048.407227
	Iteration 95Q: 3 clusters Score -2.237613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 195469 members 
Entering Unmasked Estep 
Score: -22376134.000000 Penalty: 6048.407227
	Iteration 96Q: 3 clusters Score -2.237613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 195473 members 
Entering Unmasked Estep 
Score: -22376124.000000 Penalty: 6048.407227
	Iteration 97Q: 3 clusters Score -2.237612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 195476 members 
Entering Unmasked Estep 
Score: -22376132.000000 Penalty: 6048.407227
	Iteration 98Q: 3 clusters Score -2.237613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 195478 members 
Entering Unmasked Estep 
Score: -22376124.000000 Penalty: 6048.407227
	Iteration 99Q: 3 clusters Score -2.237612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 195480 members 
Entering Unmasked Estep 
Score: -22376118.000000 Penalty: 6048.407227
	Iteration 100F: 3 clusters Score -2.237612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 195480 members 
Entering Unmasked Estep 
Score: -22376122.000000 Penalty: 6048.407227
	Iteration 101Q: 3 clusters Score -2.237612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 195481 members 
Entering Unmasked Estep 
Score: -22376116.000000 Penalty: 6048.407227
	Iteration 102Q: 3 clusters Score -2.237612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 195486 members 
Entering Unmasked Estep 
Score: -22376130.000000 Penalty: 6048.407227
	Iteration 103Q: 3 clusters Score -2.237613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 195491 members 
Entering Unmasked Estep 
Score: -22376124.000000 Penalty: 6048.407227
	Iteration 104Q: 3 clusters Score -2.237612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 195492 members 
Entering Unmasked Estep 
Score: -22376124.000000 Penalty: 6048.407227
	Iteration 105Q: 3 clusters Score -2.237612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 195492 members 
Entering Unmasked Estep 
Score: -22376122.000000 Penalty: 6048.407227
	Iteration 106Q: 3 clusters Score -2.237612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 195492 members 
Entering Unmasked Estep 
Score: -22376122.000000 Penalty: 6048.407227
	Iteration 107F: 3 clusters Score -2.237612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Entering Unmasked Estep 
Score: -1633926.750000 Penalty: 2369.480225
	Iteration 0F: 2 clusters Score -1633927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1623593.625000 Penalty: 4738.960449
	Iteration 0F: 3 clusters Score -1623594 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1627086.125000 Penalty: 4738.960449
	Iteration 1F: 3 clusters Score -1627086 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1627588.750000 Penalty: 4738.960449
	Iteration 2F: 3 clusters Score -1627589 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1627975.625000 Penalty: 4738.960449
	Iteration 3F: 3 clusters Score -1627976 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1628310.625000 Penalty: 4738.960449
	Iteration 4Q: 3 clusters Score -1628311 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1628657.375000 Penalty: 4738.960449
	Iteration 5Q: 3 clusters Score -1628657 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1628978.125000 Penalty: 4738.960449
	Iteration 6Q: 3 clusters Score -1628978 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1629350.000000 Penalty: 4738.960449
	Iteration 7Q: 3 clusters Score -1629350 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1629687.000000 Penalty: 4738.960449
	Iteration 8Q: 3 clusters Score -1629687 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1630047.375000 Penalty: 4738.960449
	Iteration 9Q: 3 clusters Score -1630047 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1630396.625000 Penalty: 4738.960449
	Iteration 10Q: 3 clusters Score -1630397 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1630699.875000 Penalty: 4738.960449
	Iteration 11Q: 3 clusters Score -1630700 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1630962.875000 Penalty: 4738.960449
	Iteration 12Q: 3 clusters Score -1630963 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1631216.000000 Penalty: 4738.960449
	Iteration 13Q: 3 clusters Score -1631216 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1631468.250000 Penalty: 4738.960449
	Iteration 14Q: 3 clusters Score -1631468 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1631688.125000 Penalty: 4738.960449
	Iteration 15Q: 3 clusters Score -1631688 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1631885.625000 Penalty: 4738.960449
	Iteration 16Q: 3 clusters Score -1631886 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1632086.625000 Penalty: 4738.960449
	Iteration 17Q: 3 clusters Score -1632087 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1632238.750000 Penalty: 4738.960449
	Iteration 18Q: 3 clusters Score -1632239 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1632366.750000 Penalty: 4738.960449
	Iteration 19Q: 3 clusters Score -1632367 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1632456.000000 Penalty: 4738.960449
	Iteration 20F: 3 clusters Score -1632456 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1632525.000000 Penalty: 4738.960449
	Iteration 21Q: 3 clusters Score -1632525 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1632579.625000 Penalty: 4738.960449
	Iteration 22Q: 3 clusters Score -1632580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1632627.000000 Penalty: 4738.960449
	Iteration 23Q: 3 clusters Score -1632627 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1632659.125000 Penalty: 4738.960449
	Iteration 24Q: 3 clusters Score -1632659 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1632674.375000 Penalty: 4738.960449
	Iteration 25Q: 3 clusters Score -1632674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1632679.875000 Penalty: 4738.960449
	Iteration 26Q: 3 clusters Score -1632680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1632683.375000 Penalty: 4738.960449
	Iteration 27Q: 3 clusters Score -1632683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1632682.500000 Penalty: 4738.960449
	Iteration 28Q: 3 clusters Score -1632682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1632687.750000 Penalty: 4738.960449
	Iteration 29Q: 3 clusters Score -1632688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1632687.750000 Penalty: 4738.960449
	Iteration 30F: 3 clusters Score -1632688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Entering Unmasked Estep 
Score: -1057472.250000 Penalty: 2274.737061
	Iteration 0F: 2 clusters Score -1057472 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 4830 members 
Entering Unmasked Estep 
Score: -1050039.875000 Penalty: 4549.474121
	Iteration 0F: 3 clusters Score -1050040 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1052243.000000 Penalty: 4549.474121
	Iteration 1F: 3 clusters Score -1052243 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1052981.625000 Penalty: 4549.474121
	Iteration 2F: 3 clusters Score -1052982 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1053852.750000 Penalty: 4549.474121
	Iteration 3F: 3 clusters Score -1053853 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1054641.000000 Penalty: 4549.474121
	Iteration 4F: 3 clusters Score -1054641 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1055274.375000 Penalty: 4549.474121
	Iteration 5F: 3 clusters Score -1055274 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1055757.500000 Penalty: 4549.474121
	Iteration 6F: 3 clusters Score -1055758 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1056037.375000 Penalty: 4549.474121
	Iteration 7Q: 3 clusters Score -1056037 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1056199.625000 Penalty: 4549.474121
	Iteration 8Q: 3 clusters Score -1056200 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1056284.250000 Penalty: 4549.474121
	Iteration 9Q: 3 clusters Score -1056284 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1056325.750000 Penalty: 4549.474121
	Iteration 10Q: 3 clusters Score -1056326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1056338.625000 Penalty: 4549.474121
	Iteration 11Q: 3 clusters Score -1056339 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1056351.875000 Penalty: 4549.474121
	Iteration 12Q: 3 clusters Score -1056352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1056360.125000 Penalty: 4549.474121
	Iteration 13Q: 3 clusters Score -1056360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1056368.875000 Penalty: 4549.474121
	Iteration 14Q: 3 clusters Score -1056369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1056368.875000 Penalty: 4549.474121
	Iteration 15Q: 3 clusters Score -1056369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1056369.375000 Penalty: 4549.474121
	Iteration 16Q: 3 clusters Score -1056369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1056369.750000 Penalty: 4549.474121
	Iteration 17Q: 3 clusters Score -1056370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1056369.750000 Penalty: 4549.474121
	Iteration 18F: 3 clusters Score -1056370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Entering Unmasked Estep 
Score: -538194.312500 Penalty: 2099.438721
	Iteration 0F: 2 clusters Score -538194.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -533826.062500 Penalty: 4198.877441
	Iteration 0F: 3 clusters Score -533826.1 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -534861.812500 Penalty: 4198.877441
	Iteration 1F: 3 clusters Score -534861.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -535076.250000 Penalty: 4198.877441
	Iteration 2F: 3 clusters Score -535076.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -535212.500000 Penalty: 4198.877441
	Iteration 3F: 3 clusters Score -535212.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -535298.375000 Penalty: 4198.877441
	Iteration 4Q: 3 clusters Score -535298.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -535368.375000 Penalty: 4198.877441
	Iteration 5Q: 3 clusters Score -535368.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -535422.437500 Penalty: 4198.877441
	Iteration 6Q: 3 clusters Score -535422.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -535469.437500 Penalty: 4198.877441
	Iteration 7Q: 3 clusters Score -535469.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -535506.375000 Penalty: 4198.877441
	Iteration 8Q: 3 clusters Score -535506.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -535546.562500 Penalty: 4198.877441
	Iteration 9Q: 3 clusters Score -535546.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -535587.187500 Penalty: 4198.877441
	Iteration 10Q: 3 clusters Score -535587.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -535629.437500 Penalty: 4198.877441
	Iteration 11Q: 3 clusters Score -535629.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -535665.500000 Penalty: 4198.877441
	Iteration 12Q: 3 clusters Score -535665.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -535690.125000 Penalty: 4198.877441
	Iteration 13Q: 3 clusters Score -535690.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -535715.750000 Penalty: 4198.877441
	Iteration 14Q: 3 clusters Score -535715.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -535732.687500 Penalty: 4198.877441
	Iteration 15Q: 3 clusters Score -535732.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -535750.125000 Penalty: 4198.877441
	Iteration 16Q: 3 clusters Score -535750.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -535760.625000 Penalty: 4198.877441
	Iteration 17Q: 3 clusters Score -535760.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -535771.875000 Penalty: 4198.877441
	Iteration 18Q: 3 clusters Score -535771.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -535783.125000 Penalty: 4198.877441
	Iteration 19Q: 3 clusters Score -535783.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -535798.625000 Penalty: 4198.877441
	Iteration 20F: 3 clusters Score -535798.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -535814.250000 Penalty: 4198.877441
	Iteration 21Q: 3 clusters Score -535814.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -535825.625000 Penalty: 4198.877441
	Iteration 22Q: 3 clusters Score -535825.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -535840.062500 Penalty: 4198.877441
	Iteration 23Q: 3 clusters Score -535840.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -535850.062500 Penalty: 4198.877441
	Iteration 24Q: 3 clusters Score -535850.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -535864.562500 Penalty: 4198.877441
	Iteration 25Q: 3 clusters Score -535864.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -535884.625000 Penalty: 4198.877441
	Iteration 26Q: 3 clusters Score -535884.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -535904.062500 Penalty: 4198.877441
	Iteration 27Q: 3 clusters Score -535904.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -535922.250000 Penalty: 4198.877441
	Iteration 28Q: 3 clusters Score -535922.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -535940.000000 Penalty: 4198.877441
	Iteration 29Q: 3 clusters Score -535940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -535955.875000 Penalty: 4198.877441
	Iteration 30Q: 3 clusters Score -535955.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -535969.437500 Penalty: 4198.877441
	Iteration 31Q: 3 clusters Score -535969.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -535988.187500 Penalty: 4198.877441
	Iteration 32Q: 3 clusters Score -535988.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -536013.062500 Penalty: 4198.877441
	Iteration 33Q: 3 clusters Score -536013.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -536032.187500 Penalty: 4198.877441
	Iteration 34Q: 3 clusters Score -536032.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -536049.125000 Penalty: 4198.877441
	Iteration 35Q: 3 clusters Score -536049.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -536072.875000 Penalty: 4198.877441
	Iteration 36Q: 3 clusters Score -536072.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -536094.062500 Penalty: 4198.877441
	Iteration 37Q: 3 clusters Score -536094.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -536114.812500 Penalty: 4198.877441
	Iteration 38Q: 3 clusters Score -536114.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -536140.375000 Penalty: 4198.877441
	Iteration 39Q: 3 clusters Score -536140.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -536162.375000 Penalty: 4198.877441
	Iteration 40F: 3 clusters Score -536162.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -536191.187500 Penalty: 4198.877441
	Iteration 41Q: 3 clusters Score -536191.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -536220.562500 Penalty: 4198.877441
	Iteration 42Q: 3 clusters Score -536220.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -536242.687500 Penalty: 4198.877441
	Iteration 43Q: 3 clusters Score -536242.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -536257.375000 Penalty: 4198.877441
	Iteration 44Q: 3 clusters Score -536257.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -536271.562500 Penalty: 4198.877441
	Iteration 45Q: 3 clusters Score -536271.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -536282.562500 Penalty: 4198.877441
	Iteration 46Q: 3 clusters Score -536282.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -536296.750000 Penalty: 4198.877441
	Iteration 47Q: 3 clusters Score -536296.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -536305.187500 Penalty: 4198.877441
	Iteration 48Q: 3 clusters Score -536305.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -536316.062500 Penalty: 4198.877441
	Iteration 49Q: 3 clusters Score -536316.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -536321.375000 Penalty: 4198.877441
	Iteration 50Q: 3 clusters Score -536321.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -536324.687500 Penalty: 4198.877441
	Iteration 51Q: 3 clusters Score -536324.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -536332.375000 Penalty: 4198.877441
	Iteration 52Q: 3 clusters Score -536332.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -536334.625000 Penalty: 4198.877441
	Iteration 53Q: 3 clusters Score -536334.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -536339.625000 Penalty: 4198.877441
	Iteration 54Q: 3 clusters Score -536339.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -536343.187500 Penalty: 4198.877441
	Iteration 55Q: 3 clusters Score -536343.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -536347.312500 Penalty: 4198.877441
	Iteration 56Q: 3 clusters Score -536347.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -536352.125000 Penalty: 4198.877441
	Iteration 57Q: 3 clusters Score -536352.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -536358.187500 Penalty: 4198.877441
	Iteration 58Q: 3 clusters Score -536358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -536361.500000 Penalty: 4198.877441
	Iteration 59Q: 3 clusters Score -536361.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -536363.000000 Penalty: 4198.877441
	Iteration 60F: 3 clusters Score -536363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -536364.187500 Penalty: 4198.877441
	Iteration 61Q: 3 clusters Score -536364.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -536365.437500 Penalty: 4198.877441
	Iteration 62Q: 3 clusters Score -536365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -536365.937500 Penalty: 4198.877441
	Iteration 63Q: 3 clusters Score -536365.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -536366.750000 Penalty: 4198.877441
	Iteration 64Q: 3 clusters Score -536366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -536365.687500 Penalty: 4198.877441
	Iteration 65Q: 3 clusters Score -536365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -536365.687500 Penalty: 4198.877441
	Iteration 66F: 3 clusters Score -536365.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Entering Unmasked Estep 
Score: -8850111.000000 Penalty: 2793.173584
	Iteration 0F: 2 clusters Score -8850111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -8798085.000000 Penalty: 5586.347168
	Iteration 0F: 3 clusters Score -8798085 nChanged 36529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -8818778.000000 Penalty: 5586.347168
	Iteration 1F: 3 clusters Score -8818778 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -8819631.000000 Penalty: 5586.347168
	Iteration 2Q: 3 clusters Score -8819631 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -8820659.000000 Penalty: 5586.347168
	Iteration 3Q: 3 clusters Score -8820659 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -8822039.000000 Penalty: 5586.347168
	Iteration 4Q: 3 clusters Score -8822039 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -8824102.000000 Penalty: 5586.347168
	Iteration 5F: 3 clusters Score -8824102 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -8827088.000000 Penalty: 5586.347168
	Iteration 6F: 3 clusters Score -8827088 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -8830887.000000 Penalty: 5586.347168
	Iteration 7F: 3 clusters Score -8830887 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -8835403.000000 Penalty: 5586.347168
	Iteration 8F: 3 clusters Score -8835403 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -8839422.000000 Penalty: 5586.347168
	Iteration 9F: 3 clusters Score -8839422 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69923 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -8842629.000000 Penalty: 5586.347168
	Iteration 10Q: 3 clusters Score -8842629 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -8844845.000000 Penalty: 5586.347168
	Iteration 11Q: 3 clusters Score -8844845 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -8846341.000000 Penalty: 5586.347168
	Iteration 12Q: 3 clusters Score -8846341 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74895 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -8847278.000000 Penalty: 5586.347168
	Iteration 13Q: 3 clusters Score -8847278 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -8847827.000000 Penalty: 5586.347168
	Iteration 14Q: 3 clusters Score -8847827 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8848075.000000 Penalty: 5586.347168
	Iteration 15Q: 3 clusters Score -8848075 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8848205.000000 Penalty: 5586.347168
	Iteration 16Q: 3 clusters Score -8848205 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8848264.000000 Penalty: 5586.347168
	Iteration 17Q: 3 clusters Score -8848264 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8848296.000000 Penalty: 5586.347168
	Iteration 18Q: 3 clusters Score -8848296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8848316.000000 Penalty: 5586.347168
	Iteration 19Q: 3 clusters Score -8848316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8848346.000000 Penalty: 5586.347168
	Iteration 20F: 3 clusters Score -8848346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8848367.000000 Penalty: 5586.347168
	Iteration 21Q: 3 clusters Score -8848367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75977 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8848371.000000 Penalty: 5586.347168
	Iteration 22Q: 3 clusters Score -8848371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8848364.000000 Penalty: 5586.347168
	Iteration 23Q: 3 clusters Score -8848364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8848369.000000 Penalty: 5586.347168
	Iteration 24Q: 3 clusters Score -8848369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76014 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8848371.000000 Penalty: 5586.347168
	Iteration 25Q: 3 clusters Score -8848371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8848365.000000 Penalty: 5586.347168
	Iteration 26Q: 3 clusters Score -8848365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -8848369.000000 Penalty: 5586.347168
	Iteration 27Q: 3 clusters Score -8848369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8848380.000000 Penalty: 5586.347168
	Iteration 28Q: 3 clusters Score -8848380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8848375.000000 Penalty: 5586.347168
	Iteration 29Q: 3 clusters Score -8848375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8848381.000000 Penalty: 5586.347168
	Iteration 30Q: 3 clusters Score -8848381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8848383.000000 Penalty: 5586.347168
	Iteration 31Q: 3 clusters Score -8848383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8848376.000000 Penalty: 5586.347168
	Iteration 32Q: 3 clusters Score -8848376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8848375.000000 Penalty: 5586.347168
	Iteration 33Q: 3 clusters Score -8848375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8848375.000000 Penalty: 5586.347168
	Iteration 34F: 3 clusters Score -8848375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253125 members 
Entering Unmasked Estep 
Score: -28798620.000000 Penalty: 3085.526367
	Iteration 0F: 2 clusters Score -2.879862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126389 members 
Mstep: Class 2 contains 126736 members 
Entering Unmasked Estep 
Score: -28638306.000000 Penalty: 6171.052734
	Iteration 0F: 3 clusters Score -2.863831e+07 nChanged 121724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122083 members 
Mstep: Class 2 contains 131042 members 
Entering Unmasked Estep 
Score: -28710500.000000 Penalty: 6171.052734
	Iteration 1F: 3 clusters Score -2.87105e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119166 members 
Mstep: Class 2 contains 133959 members 
Entering Unmasked Estep 
Score: -28711994.000000 Penalty: 6171.052734
	Iteration 2Q: 3 clusters Score -2.871199e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114920 members 
Mstep: Class 2 contains 138205 members 
Entering Unmasked Estep 
Score: -28714164.000000 Penalty: 6171.052734
	Iteration 3Q: 3 clusters Score -2.871416e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108596 members 
Mstep: Class 2 contains 144529 members 
Entering Unmasked Estep 
Score: -28717728.000000 Penalty: 6171.052734
	Iteration 4Q: 3 clusters Score -2.871773e+07 nChanged 12114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99722 members 
Mstep: Class 2 contains 153403 members 
Entering Unmasked Estep 
Score: -28723354.000000 Penalty: 6171.052734
	Iteration 5Q: 3 clusters Score -2.872335e+07 nChanged 15093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87891 members 
Mstep: Class 2 contains 165234 members 
Entering Unmasked Estep 
Score: -28732308.000000 Penalty: 6171.052734
	Iteration 6F: 3 clusters Score -2.873231e+07 nChanged 16955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73990 members 
Mstep: Class 2 contains 179135 members 
Entering Unmasked Estep 
Score: -28744364.000000 Penalty: 6171.052734
	Iteration 7F: 3 clusters Score -2.874436e+07 nChanged 16895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 192946 members 
Entering Unmasked Estep 
Score: -28758528.000000 Penalty: 6171.052734
	Iteration 8F: 3 clusters Score -2.875853e+07 nChanged 14139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 203489 members 
Entering Unmasked Estep 
Score: -28771198.000000 Penalty: 6171.052734
	Iteration 9F: 3 clusters Score -2.87712e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 209501 members 
Entering Unmasked Estep 
Score: -28780906.000000 Penalty: 6171.052734
	Iteration 10Q: 3 clusters Score -2.878091e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 212943 members 
Entering Unmasked Estep 
Score: -28786248.000000 Penalty: 6171.052734
	Iteration 11Q: 3 clusters Score -2.878625e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 215513 members 
Entering Unmasked Estep 
Score: -28788704.000000 Penalty: 6171.052734
	Iteration 12Q: 3 clusters Score -2.87887e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 217799 members 
Entering Unmasked Estep 
Score: -28790512.000000 Penalty: 6171.052734
	Iteration 13Q: 3 clusters Score -2.879051e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 219838 members 
Entering Unmasked Estep 
Score: -28791854.000000 Penalty: 6171.052734
	Iteration 14Q: 3 clusters Score -2.879185e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 221692 members 
Entering Unmasked Estep 
Score: -28792836.000000 Penalty: 6171.052734
	Iteration 15Q: 3 clusters Score -2.879284e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 223424 members 
Entering Unmasked Estep 
Score: -28793556.000000 Penalty: 6171.052734
	Iteration 16Q: 3 clusters Score -2.879356e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 225028 members 
Entering Unmasked Estep 
Score: -28794110.000000 Penalty: 6171.052734
	Iteration 17Q: 3 clusters Score -2.879411e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 226543 members 
Entering Unmasked Estep 
Score: -28794546.000000 Penalty: 6171.052734
	Iteration 18Q: 3 clusters Score -2.879455e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 227898 members 
Entering Unmasked Estep 
Score: -28794814.000000 Penalty: 6171.052734
	Iteration 19Q: 3 clusters Score -2.879481e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 229108 members 
Entering Unmasked Estep 
Score: -28794958.000000 Penalty: 6171.052734
	Iteration 20F: 3 clusters Score -2.879496e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 230248 members 
Entering Unmasked Estep 
Score: -28794954.000000 Penalty: 6171.052734
	Iteration 21Q: 3 clusters Score -2.879495e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 231353 members 
Entering Unmasked Estep 
Score: -28795140.000000 Penalty: 6171.052734
	Iteration 22Q: 3 clusters Score -2.879514e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 232388 members 
Entering Unmasked Estep 
Score: -28795282.000000 Penalty: 6171.052734
	Iteration 23Q: 3 clusters Score -2.879528e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 233384 members 
Entering Unmasked Estep 
Score: -28795412.000000 Penalty: 6171.052734
	Iteration 24Q: 3 clusters Score -2.879541e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 234322 members 
Entering Unmasked Estep 
Score: -28795428.000000 Penalty: 6171.052734
	Iteration 25Q: 3 clusters Score -2.879543e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 235215 members 
Entering Unmasked Estep 
Score: -28795514.000000 Penalty: 6171.052734
	Iteration 26Q: 3 clusters Score -2.879551e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 236158 members 
Entering Unmasked Estep 
Score: -28795620.000000 Penalty: 6171.052734
	Iteration 27Q: 3 clusters Score -2.879562e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 237032 members 
Entering Unmasked Estep 
Score: -28795744.000000 Penalty: 6171.052734
	Iteration 28Q: 3 clusters Score -2.879574e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 237858 members 
Entering Unmasked Estep 
Score: -28795704.000000 Penalty: 6171.052734
	Iteration 29Q: 3 clusters Score -2.87957e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 238658 members 
Entering Unmasked Estep 
Score: -28795758.000000 Penalty: 6171.052734
	Iteration 30Q: 3 clusters Score -2.879576e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 239386 members 
Entering Unmasked Estep 
Score: -28795660.000000 Penalty: 6171.052734
	Iteration 31Q: 3 clusters Score -2.879566e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 240067 members 
Entering Unmasked Estep 
Score: -28795760.000000 Penalty: 6171.052734
	Iteration 32Q: 3 clusters Score -2.879576e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 240750 members 
Entering Unmasked Estep 
Score: -28795792.000000 Penalty: 6171.052734
	Iteration 33Q: 3 clusters Score -2.879579e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 241430 members 
Entering Unmasked Estep 
Score: -28795916.000000 Penalty: 6171.052734
	Iteration 34Q: 3 clusters Score -2.879592e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 242093 members 
Entering Unmasked Estep 
Score: -28796054.000000 Penalty: 6171.052734
	Iteration 35Q: 3 clusters Score -2.879605e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 242690 members 
Entering Unmasked Estep 
Score: -28796062.000000 Penalty: 6171.052734
	Iteration 36Q: 3 clusters Score -2.879606e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 243221 members 
Entering Unmasked Estep 
Score: -28796056.000000 Penalty: 6171.052734
	Iteration 37Q: 3 clusters Score -2.879606e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 243711 members 
Entering Unmasked Estep 
Score: -28796098.000000 Penalty: 6171.052734
	Iteration 38Q: 3 clusters Score -2.87961e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 244177 members 
Entering Unmasked Estep 
Score: -28796056.000000 Penalty: 6171.052734
	Iteration 39Q: 3 clusters Score -2.879606e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 244616 members 
Entering Unmasked Estep 
Score: -28796056.000000 Penalty: 6171.052734
	Iteration 40F: 3 clusters Score -2.879606e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 245024 members 
Entering Unmasked Estep 
Score: -28796042.000000 Penalty: 6171.052734
	Iteration 41Q: 3 clusters Score -2.879604e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 245438 members 
Entering Unmasked Estep 
Score: -28796064.000000 Penalty: 6171.052734
	Iteration 42Q: 3 clusters Score -2.879606e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 245857 members 
Entering Unmasked Estep 
Score: -28796106.000000 Penalty: 6171.052734
	Iteration 43Q: 3 clusters Score -2.879611e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 246232 members 
Entering Unmasked Estep 
Score: -28796118.000000 Penalty: 6171.052734
	Iteration 44Q: 3 clusters Score -2.879612e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 246576 members 
Entering Unmasked Estep 
Score: -28796164.000000 Penalty: 6171.052734
	Iteration 45Q: 3 clusters Score -2.879616e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 246942 members 
Entering Unmasked Estep 
Score: -28796112.000000 Penalty: 6171.052734
	Iteration 46Q: 3 clusters Score -2.879611e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 247313 members 
Entering Unmasked Estep 
Score: -28796072.000000 Penalty: 6171.052734
	Iteration 47Q: 3 clusters Score -2.879607e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 247657 members 
Entering Unmasked Estep 
Score: -28796072.000000 Penalty: 6171.052734
	Iteration 48Q: 3 clusters Score -2.879607e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 247976 members 
Entering Unmasked Estep 
Score: -28795986.000000 Penalty: 6171.052734
	Iteration 49Q: 3 clusters Score -2.879599e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 248268 members 
Entering Unmasked Estep 
Score: -28796038.000000 Penalty: 6171.052734
	Iteration 50Q: 3 clusters Score -2.879604e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 248556 members 
Entering Unmasked Estep 
Score: -28796066.000000 Penalty: 6171.052734
	Iteration 51Q: 3 clusters Score -2.879607e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 248810 members 
Entering Unmasked Estep 
Score: -28796094.000000 Penalty: 6171.052734
	Iteration 52Q: 3 clusters Score -2.879609e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 249089 members 
Entering Unmasked Estep 
Score: -28796082.000000 Penalty: 6171.052734
	Iteration 53Q: 3 clusters Score -2.879608e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 249336 members 
Entering Unmasked Estep 
Score: -28796048.000000 Penalty: 6171.052734
	Iteration 54Q: 3 clusters Score -2.879605e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 249593 members 
Entering Unmasked Estep 
Score: -28796060.000000 Penalty: 6171.052734
	Iteration 55Q: 3 clusters Score -2.879606e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 249805 members 
Entering Unmasked Estep 
Score: -28796104.000000 Penalty: 6171.052734
	Iteration 56Q: 3 clusters Score -2.87961e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 250020 members 
Entering Unmasked Estep 
Score: -28796056.000000 Penalty: 6171.052734
	Iteration 57Q: 3 clusters Score -2.879606e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 250201 members 
Entering Unmasked Estep 
Score: -28796080.000000 Penalty: 6171.052734
	Iteration 58Q: 3 clusters Score -2.879608e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 250356 members 
Entering Unmasked Estep 
Score: -28796150.000000 Penalty: 6171.052734
	Iteration 59Q: 3 clusters Score -2.879615e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 250511 members 
Entering Unmasked Estep 
Score: -28796198.000000 Penalty: 6171.052734
	Iteration 60F: 3 clusters Score -2.87962e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 250655 members 
Entering Unmasked Estep 
Score: -28796238.000000 Penalty: 6171.052734
	Iteration 61Q: 3 clusters Score -2.879624e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 250777 members 
Entering Unmasked Estep 
Score: -28796286.000000 Penalty: 6171.052734
	Iteration 62Q: 3 clusters Score -2.879629e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 250895 members 
Entering Unmasked Estep 
Score: -28796322.000000 Penalty: 6171.052734
	Iteration 63Q: 3 clusters Score -2.879632e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 251000 members 
Entering Unmasked Estep 
Score: -28796342.000000 Penalty: 6171.052734
	Iteration 64Q: 3 clusters Score -2.879634e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 251088 members 
Entering Unmasked Estep 
Score: -28796308.000000 Penalty: 6171.052734
	Iteration 65Q: 3 clusters Score -2.879631e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 251158 members 
Entering Unmasked Estep 
Score: -28796316.000000 Penalty: 6171.052734
	Iteration 66Q: 3 clusters Score -2.879632e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 251232 members 
Entering Unmasked Estep 
Score: -28796302.000000 Penalty: 6171.052734
	Iteration 67Q: 3 clusters Score -2.87963e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 251314 members 
Entering Unmasked Estep 
Score: -28796254.000000 Penalty: 6171.052734
	Iteration 68Q: 3 clusters Score -2.879625e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 251383 members 
Entering Unmasked Estep 
Score: -28796272.000000 Penalty: 6171.052734
	Iteration 69Q: 3 clusters Score -2.879627e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 251458 members 
Entering Unmasked Estep 
Score: -28796316.000000 Penalty: 6171.052734
	Iteration 70Q: 3 clusters Score -2.879632e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 251531 members 
Entering Unmasked Estep 
Score: -28796360.000000 Penalty: 6171.052734
	Iteration 71Q: 3 clusters Score -2.879636e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 251598 members 
Entering Unmasked Estep 
Score: -28796386.000000 Penalty: 6171.052734
	Iteration 72Q: 3 clusters Score -2.879639e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 251669 members 
Entering Unmasked Estep 
Score: -28796374.000000 Penalty: 6171.052734
	Iteration 73Q: 3 clusters Score -2.879637e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 251725 members 
Entering Unmasked Estep 
Score: -28796384.000000 Penalty: 6171.052734
	Iteration 74Q: 3 clusters Score -2.879638e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 251755 members 
Entering Unmasked Estep 
Score: -28796346.000000 Penalty: 6171.052734
	Iteration 75Q: 3 clusters Score -2.879635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 251773 members 
Entering Unmasked Estep 
Score: -28796338.000000 Penalty: 6171.052734
	Iteration 76Q: 3 clusters Score -2.879634e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 251796 members 
Entering Unmasked Estep 
Score: -28796310.000000 Penalty: 6171.052734
	Iteration 77Q: 3 clusters Score -2.879631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 251816 members 
Entering Unmasked Estep 
Score: -28796308.000000 Penalty: 6171.052734
	Iteration 78Q: 3 clusters Score -2.879631e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 251844 members 
Entering Unmasked Estep 
Score: -28796332.000000 Penalty: 6171.052734
	Iteration 79Q: 3 clusters Score -2.879633e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 251863 members 
Entering Unmasked Estep 
Score: -28796352.000000 Penalty: 6171.052734
	Iteration 80F: 3 clusters Score -2.879635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 251874 members 
Entering Unmasked Estep 
Score: -28796356.000000 Penalty: 6171.052734
	Iteration 81Q: 3 clusters Score -2.879636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 251888 members 
Entering Unmasked Estep 
Score: -28796360.000000 Penalty: 6171.052734
	Iteration 82Q: 3 clusters Score -2.879636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 251894 members 
Entering Unmasked Estep 
Score: -28796368.000000 Penalty: 6171.052734
	Iteration 83Q: 3 clusters Score -2.879637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 251905 members 
Entering Unmasked Estep 
Score: -28796354.000000 Penalty: 6171.052734
	Iteration 84Q: 3 clusters Score -2.879635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 251913 members 
Entering Unmasked Estep 
Score: -28796368.000000 Penalty: 6171.052734
	Iteration 85Q: 3 clusters Score -2.879637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 251921 members 
Entering Unmasked Estep 
Score: -28796358.000000 Penalty: 6171.052734
	Iteration 86Q: 3 clusters Score -2.879636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 251934 members 
Entering Unmasked Estep 
Score: -28796356.000000 Penalty: 6171.052734
	Iteration 87Q: 3 clusters Score -2.879636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 251943 members 
Entering Unmasked Estep 
Score: -28796340.000000 Penalty: 6171.052734
	Iteration 88Q: 3 clusters Score -2.879634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 251945 members 
Entering Unmasked Estep 
Score: -28796356.000000 Penalty: 6171.052734
	Iteration 89Q: 3 clusters Score -2.879636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 251946 members 
Entering Unmasked Estep 
Score: -28796354.000000 Penalty: 6171.052734
	Iteration 90Q: 3 clusters Score -2.879635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 251950 members 
Entering Unmasked Estep 
Score: -28796348.000000 Penalty: 6171.052734
	Iteration 91Q: 3 clusters Score -2.879635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 251953 members 
Entering Unmasked Estep 
Score: -28796360.000000 Penalty: 6171.052734
	Iteration 92Q: 3 clusters Score -2.879636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 251959 members 
Entering Unmasked Estep 
Score: -28796348.000000 Penalty: 6171.052734
	Iteration 93Q: 3 clusters Score -2.879635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 251962 members 
Entering Unmasked Estep 
Score: -28796364.000000 Penalty: 6171.052734
	Iteration 94Q: 3 clusters Score -2.879636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 251969 members 
Entering Unmasked Estep 
Score: -28796350.000000 Penalty: 6171.052734
	Iteration 95Q: 3 clusters Score -2.879635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 251975 members 
Entering Unmasked Estep 
Score: -28796372.000000 Penalty: 6171.052734
	Iteration 96Q: 3 clusters Score -2.879637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 251979 members 
Entering Unmasked Estep 
Score: -28796372.000000 Penalty: 6171.052734
	Iteration 97Q: 3 clusters Score -2.879637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 251983 members 
Entering Unmasked Estep 
Score: -28796368.000000 Penalty: 6171.052734
	Iteration 98Q: 3 clusters Score -2.879637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 251989 members 
Entering Unmasked Estep 
Score: -28796400.000000 Penalty: 6171.052734
	Iteration 99Q: 3 clusters Score -2.87964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 251992 members 
Entering Unmasked Estep 
Score: -28796398.000000 Penalty: 6171.052734
	Iteration 100F: 3 clusters Score -2.87964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 251997 members 
Entering Unmasked Estep 
Score: -28796402.000000 Penalty: 6171.052734
	Iteration 101Q: 3 clusters Score -2.87964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 252004 members 
Entering Unmasked Estep 
Score: -28796388.000000 Penalty: 6171.052734
	Iteration 102Q: 3 clusters Score -2.879639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 252009 members 
Entering Unmasked Estep 
Score: -28796394.000000 Penalty: 6171.052734
	Iteration 103Q: 3 clusters Score -2.879639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 252016 members 
Entering Unmasked Estep 
Score: -28796368.000000 Penalty: 6171.052734
	Iteration 104Q: 3 clusters Score -2.879637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 252028 members 
Entering Unmasked Estep 
Score: -28796376.000000 Penalty: 6171.052734
	Iteration 105Q: 3 clusters Score -2.879638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 252034 members 
Entering Unmasked Estep 
Score: -28796378.000000 Penalty: 6171.052734
	Iteration 106Q: 3 clusters Score -2.879638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 252038 members 
Entering Unmasked Estep 
Score: -28796366.000000 Penalty: 6171.052734
	Iteration 107Q: 3 clusters Score -2.879637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 252038 members 
Entering Unmasked Estep 
Score: -28796366.000000 Penalty: 6171.052734
	Iteration 108F: 3 clusters Score -2.879637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -121176.921875 Penalty: 1774.925171
	Iteration 0F: 2 clusters Score -121176.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -119160.359375 Penalty: 3549.850342
	Iteration 0F: 3 clusters Score -119160.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -119962.570312 Penalty: 3549.850342
	Iteration 1F: 3 clusters Score -119962.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -120398.242188 Penalty: 3549.850342
	Iteration 2F: 3 clusters Score -120398.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -120657.203125 Penalty: 3549.850342
	Iteration 3F: 3 clusters Score -120657.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -120813.039062 Penalty: 3549.850342
	Iteration 4F: 3 clusters Score -120813 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -120949.585938 Penalty: 3549.850342
	Iteration 5Q: 3 clusters Score -120949.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -121171.531250 Penalty: 3549.850342
	Iteration 6Q: 3 clusters Score -121171.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -121393.781250 Penalty: 3549.850342
	Iteration 7Q: 3 clusters Score -121393.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -121518.468750 Penalty: 3549.850342
	Iteration 8Q: 3 clusters Score -121518.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -121595.140625 Penalty: 3549.850342
	Iteration 9Q: 3 clusters Score -121595.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -121671.335938 Penalty: 3549.850342
	Iteration 10Q: 3 clusters Score -121671.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -121811.257812 Penalty: 3549.850342
	Iteration 11Q: 3 clusters Score -121811.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -121999.945312 Penalty: 3549.850342
	Iteration 12Q: 3 clusters Score -121999.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -122075.679688 Penalty: 3549.850342
	Iteration 13Q: 3 clusters Score -122075.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -122124.101562 Penalty: 3549.850342
	Iteration 14Q: 3 clusters Score -122124.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -122146.960938 Penalty: 3549.850342
	Iteration 15Q: 3 clusters Score -122147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -122151.398438 Penalty: 3549.850342
	Iteration 16Q: 3 clusters Score -122151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -122152.718750 Penalty: 3549.850342
	Iteration 17Q: 3 clusters Score -122152.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -122153.273438 Penalty: 3549.850342
	Iteration 18Q: 3 clusters Score -122153.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -122153.820312 Penalty: 3549.850342
	Iteration 19Q: 3 clusters Score -122153.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -122156.437500 Penalty: 3549.850342
	Iteration 20F: 3 clusters Score -122156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -122157.023438 Penalty: 3549.850342
	Iteration 21Q: 3 clusters Score -122157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -122157.023438 Penalty: 3549.850342
	Iteration 22F: 3 clusters Score -122157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 13545 members 
Mstep: Class 9 contains 1194 members 
Mstep: Class 10 contains 734 members 
Mstep: Class 11 contains 197673 members 
Mstep: Class 12 contains 14106 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 4748 members 
Mstep: Class 17 contains 77870 members 
Mstep: Class 18 contains 253125 members 
Mstep: Class 20 contains 549 members 
Entering Unmasked Estep 
Score: -70746400.000000 Penalty: 56316.738281
Splitting cluster 20 changes total score from -70744008.000000 to -70746400.000000
So it's getting split into cluster 10.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 3 contains 40398 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 13545 members 
Mstep: Class 9 contains 1194 members 
Mstep: Class 11 contains 197673 members 
Mstep: Class 12 contains 14106 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 4748 members 
Mstep: Class 17 contains 77870 members 
Mstep: Class 18 contains 253125 members 
Mstep: Class 20 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746616.000000 Penalty: 56316.738281
Iteration 39Q: 18 clusters Score -7.074662e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40292 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 984 members 
Mstep: Class 8 contains 13574 members 
Mstep: Class 9 contains 1194 members 
Mstep: Class 10 contains 735 members 
Mstep: Class 11 contains 198035 members 
Mstep: Class 12 contains 14489 members 
Mstep: Class 15 contains 9619 members 
Mstep: Class 16 contains 4606 members 
Mstep: Class 17 contains 77858 members 
Mstep: Class 18 contains 252451 members 
Mstep: Class 20 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747496.000000 Penalty: 56316.738281
Iteration 40F: 18 clusters Score -7.07475e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40208 members 
Mstep: Class 4 contains 3127 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 984 members 
Mstep: Class 8 contains 13598 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 734 members 
Mstep: Class 11 contains 198184 members 
Mstep: Class 12 contains 14883 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 77847 members 
Mstep: Class 18 contains 251793 members 
Mstep: Class 20 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747720.000000 Penalty: 56316.738281
Iteration 41Q: 18 clusters Score -7.074772e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40165 members 
Mstep: Class 4 contains 3109 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 13610 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 733 members 
Mstep: Class 11 contains 198224 members 
Mstep: Class 12 contains 15254 members 
Mstep: Class 15 contains 9565 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 17 contains 77778 members 
Mstep: Class 18 contains 251371 members 
Mstep: Class 20 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70748416.000000 Penalty: 56316.738281
Iteration 42Q: 18 clusters Score -7.074842e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40120 members 
Mstep: Class 4 contains 3095 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 13628 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 732 members 
Mstep: Class 11 contains 198217 members 
Mstep: Class 12 contains 15583 members 
Mstep: Class 15 contains 9551 members 
Mstep: Class 16 contains 4562 members 
Mstep: Class 17 contains 77695 members 
Mstep: Class 18 contains 251029 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70748648.000000 Penalty: 56316.738281
Iteration 43Q: 18 clusters Score -7.074865e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40100 members 
Mstep: Class 4 contains 3091 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 13634 members 
Mstep: Class 9 contains 1196 members 
Mstep: Class 10 contains 732 members 
Mstep: Class 11 contains 198227 members 
Mstep: Class 12 contains 15876 members 
Mstep: Class 15 contains 9540 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 77581 members 
Mstep: Class 18 contains 250700 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70749064.000000 Penalty: 56316.738281
Iteration 44Q: 18 clusters Score -7.074906e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40067 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 13646 members 
Mstep: Class 9 contains 1196 members 
Mstep: Class 10 contains 732 members 
Mstep: Class 11 contains 198172 members 
Mstep: Class 12 contains 16142 members 
Mstep: Class 15 contains 9524 members 
Mstep: Class 16 contains 4503 members 
Mstep: Class 17 contains 77475 members 
Mstep: Class 18 contains 250476 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70749472.000000 Penalty: 56316.738281
Iteration 45Q: 18 clusters Score -7.074947e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40059 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 13663 members 
Mstep: Class 9 contains 1197 members 
Mstep: Class 10 contains 732 members 
Mstep: Class 11 contains 198083 members 
Mstep: Class 12 contains 16339 members 
Mstep: Class 15 contains 9506 members 
Mstep: Class 16 contains 4476 members 
Mstep: Class 17 contains 77365 members 
Mstep: Class 18 contains 250339 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70749752.000000 Penalty: 56316.738281
Iteration 46Q: 18 clusters Score -7.074975e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40056 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 13678 members 
Mstep: Class 9 contains 1198 members 
Mstep: Class 10 contains 732 members 
Mstep: Class 11 contains 198089 members 
Mstep: Class 12 contains 16524 members 
Mstep: Class 15 contains 9488 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 77222 members 
Mstep: Class 18 contains 250171 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750136.000000 Penalty: 56316.738281
Iteration 47Q: 18 clusters Score -7.075014e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40050 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 13687 members 
Mstep: Class 9 contains 1198 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 198073 members 
Mstep: Class 12 contains 16698 members 
Mstep: Class 15 contains 9478 members 
Mstep: Class 16 contains 4386 members 
Mstep: Class 17 contains 77115 members 
Mstep: Class 18 contains 249994 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750264.000000 Penalty: 56316.738281
Iteration 48Q: 18 clusters Score -7.075026e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40068 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 13706 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 198005 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 4306 members 
Mstep: Class 17 contains 76991 members 
Mstep: Class 18 contains 249918 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750496.000000 Penalty: 56316.738281
Iteration 49Q: 18 clusters Score -7.07505e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40108 members 
Mstep: Class 4 contains 3043 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 13728 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 197919 members 
Mstep: Class 12 contains 16980 members 
Mstep: Class 15 contains 9463 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 76841 members 
Mstep: Class 18 contains 249879 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750576.000000 Penalty: 56316.738281
Iteration 50Q: 18 clusters Score -7.075058e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40149 members 
Mstep: Class 4 contains 3043 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 13771 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 197771 members 
Mstep: Class 12 contains 17099 members 
Mstep: Class 15 contains 9460 members 
Mstep: Class 16 contains 4156 members 
Mstep: Class 17 contains 76702 members 
Mstep: Class 18 contains 249871 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 18 clusters Score -7.075057e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40197 members 
Mstep: Class 4 contains 3039 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 13800 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 197628 members 
Mstep: Class 12 contains 17184 members 
Mstep: Class 15 contains 9454 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 76588 members 
Mstep: Class 18 contains 249899 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750720.000000 Penalty: 56316.738281
Iteration 52Q: 18 clusters Score -7.075072e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40253 members 
Mstep: Class 4 contains 3036 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 13825 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 197481 members 
Mstep: Class 12 contains 17249 members 
Mstep: Class 15 contains 9442 members 
Mstep: Class 16 contains 4012 members 
Mstep: Class 17 contains 76462 members 
Mstep: Class 18 contains 249966 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750680.000000 Penalty: 56316.738281
Iteration 53Q: 18 clusters Score -7.075068e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40302 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 13850 members 
Mstep: Class 9 contains 1200 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 197269 members 
Mstep: Class 12 contains 17300 members 
Mstep: Class 15 contains 9428 members 
Mstep: Class 16 contains 3952 members 
Mstep: Class 17 contains 76342 members 
Mstep: Class 18 contains 250117 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 18 clusters Score -7.075077e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40342 members 
Mstep: Class 4 contains 3022 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 13882 members 
Mstep: Class 9 contains 1200 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 197044 members 
Mstep: Class 12 contains 17348 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 3908 members 
Mstep: Class 17 contains 76220 members 
Mstep: Class 18 contains 250259 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750856.000000 Penalty: 56316.738281
Iteration 55Q: 18 clusters Score -7.075086e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40407 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 13906 members 
Mstep: Class 9 contains 1200 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 196797 members 
Mstep: Class 12 contains 17392 members 
Mstep: Class 15 contains 9406 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 76123 members 
Mstep: Class 18 contains 250393 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
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Score: -70751080.000000 Penalty: 56316.738281
Iteration 56Q: 18 clusters Score -7.075108e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40471 members 
Mstep: Class 4 contains 3012 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 13911 members 
Mstep: Class 9 contains 1200 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 196545 members 
Mstep: Class 12 contains 17449 members 
Mstep: Class 15 contains 9394 members 
Mstep: Class 16 contains 3829 members 
Mstep: Class 17 contains 76020 members 
Mstep: Class 18 contains 250542 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751240.000000 Penalty: 56316.738281
Iteration 57Q: 18 clusters Score -7.075124e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40539 members 
Mstep: Class 4 contains 3017 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 1200 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 196304 members 
Mstep: Class 12 contains 17505 members 
Mstep: Class 15 contains 9388 members 
Mstep: Class 16 contains 3787 members 
Mstep: Class 17 contains 75927 members 
Mstep: Class 18 contains 250640 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751184.000000 Penalty: 56316.738281
Iteration 58Q: 18 clusters Score -7.075118e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40613 members 
Mstep: Class 4 contains 3020 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 13940 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 196091 members 
Mstep: Class 12 contains 17541 members 
Mstep: Class 15 contains 9376 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 75843 members 
Mstep: Class 18 contains 250737 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
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Score: -70751320.000000 Penalty: 56316.738281
Iteration 59Q: 18 clusters Score -7.075132e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40660 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 13959 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 195909 members 
Mstep: Class 12 contains 17579 members 
Mstep: Class 15 contains 9371 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 75734 members 
Mstep: Class 18 contains 250846 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
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Score: -70751552.000000 Penalty: 56316.738281
Iteration 60F: 18 clusters Score -7.075155e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40694 members 
Mstep: Class 4 contains 3030 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 13977 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 195743 members 
Mstep: Class 12 contains 17601 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 3700 members 
Mstep: Class 17 contains 75633 members 
Mstep: Class 18 contains 250930 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751456.000000 Penalty: 56316.738281
Iteration 61Q: 18 clusters Score -7.075146e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40732 members 
Mstep: Class 4 contains 3039 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 14006 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 195579 members 
Mstep: Class 12 contains 17625 members 
Mstep: Class 15 contains 9363 members 
Mstep: Class 16 contains 3682 members 
Mstep: Class 17 contains 75519 members 
Mstep: Class 18 contains 251003 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751440.000000 Penalty: 56316.738281
Iteration 62Q: 18 clusters Score -7.075144e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40779 members 
Mstep: Class 4 contains 3040 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 14039 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 195415 members 
Mstep: Class 12 contains 17649 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 75418 members 
Mstep: Class 18 contains 251067 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751456.000000 Penalty: 56316.738281
Iteration 63Q: 18 clusters Score -7.075146e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40834 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 195278 members 
Mstep: Class 12 contains 17673 members 
Mstep: Class 15 contains 9352 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 75291 members 
Mstep: Class 18 contains 251141 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751528.000000 Penalty: 56316.738281
Iteration 64Q: 18 clusters Score -7.075153e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40884 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 14076 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 195134 members 
Mstep: Class 12 contains 17689 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 3589 members 
Mstep: Class 17 contains 75181 members 
Mstep: Class 18 contains 251215 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751520.000000 Penalty: 56316.738281
Iteration 65Q: 18 clusters Score -7.075152e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40916 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 14087 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 195039 members 
Mstep: Class 12 contains 17700 members 
Mstep: Class 15 contains 9338 members 
Mstep: Class 16 contains 3560 members 
Mstep: Class 17 contains 75063 members 
Mstep: Class 18 contains 251283 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 18 clusters Score -7.075163e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 40958 members 
Mstep: Class 4 contains 3068 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 14100 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194961 members 
Mstep: Class 12 contains 17724 members 
Mstep: Class 15 contains 9326 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 74941 members 
Mstep: Class 18 contains 251313 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751664.000000 Penalty: 56316.738281
Iteration 67Q: 18 clusters Score -7.075166e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 41015 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 14101 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194889 members 
Mstep: Class 12 contains 17747 members 
Mstep: Class 15 contains 9310 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 74828 members 
Mstep: Class 18 contains 251348 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
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Score: -70751672.000000 Penalty: 56316.738281
Iteration 68Q: 18 clusters Score -7.075167e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 41059 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 14102 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194819 members 
Mstep: Class 12 contains 17765 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 3511 members 
Mstep: Class 17 contains 74732 members 
Mstep: Class 18 contains 251377 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
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Iteration 69Q: 18 clusters Score -7.075159e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 41113 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 14099 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194799 members 
Mstep: Class 12 contains 17782 members 
Mstep: Class 15 contains 9285 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 74636 members 
Mstep: Class 18 contains 251368 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
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Iteration 70Q: 18 clusters Score -7.075154e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 41160 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 14096 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194819 members 
Mstep: Class 12 contains 17810 members 
Mstep: Class 15 contains 9277 members 
Mstep: Class 16 contains 3449 members 
Mstep: Class 17 contains 74509 members 
Mstep: Class 18 contains 251335 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
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Score: -70751808.000000 Penalty: 56316.738281
Iteration 71Q: 18 clusters Score -7.075181e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 41201 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 14098 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194831 members 
Mstep: Class 12 contains 17841 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 74405 members 
Mstep: Class 18 contains 251276 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
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Iteration 72Q: 18 clusters Score -7.075179e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 41230 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 14099 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194853 members 
Mstep: Class 12 contains 17858 members 
Mstep: Class 15 contains 9260 members 
Mstep: Class 16 contains 3428 members 
Mstep: Class 17 contains 74307 members 
Mstep: Class 18 contains 251235 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
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Iteration 73Q: 18 clusters Score -7.075171e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 41262 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 14103 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194874 members 
Mstep: Class 12 contains 17870 members 
Mstep: Class 15 contains 9249 members 
Mstep: Class 16 contains 3417 members 
Mstep: Class 17 contains 74196 members 
Mstep: Class 18 contains 251193 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
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Iteration 74Q: 18 clusters Score -7.075187e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 41293 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 14111 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194865 members 
Mstep: Class 12 contains 17879 members 
Mstep: Class 15 contains 9236 members 
Mstep: Class 16 contains 3408 members 
Mstep: Class 17 contains 74089 members 
Mstep: Class 18 contains 251176 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
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Iteration 75Q: 18 clusters Score -7.075191e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 41326 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 967 members 
Mstep: Class 8 contains 14120 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194820 members 
Mstep: Class 12 contains 17889 members 
Mstep: Class 15 contains 9222 members 
Mstep: Class 16 contains 3399 members 
Mstep: Class 17 contains 73972 members 
Mstep: Class 18 contains 251202 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
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Iteration 76Q: 18 clusters Score -7.075191e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 41345 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 967 members 
Mstep: Class 8 contains 14117 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194774 members 
Mstep: Class 12 contains 17894 members 
Mstep: Class 15 contains 9207 members 
Mstep: Class 16 contains 3396 members 
Mstep: Class 17 contains 73852 members 
Mstep: Class 18 contains 251252 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
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Iteration 77Q: 18 clusters Score -7.07519e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 41365 members 
Mstep: Class 4 contains 3047 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 967 members 
Mstep: Class 8 contains 14118 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194708 members 
Mstep: Class 12 contains 17898 members 
Mstep: Class 15 contains 9195 members 
Mstep: Class 16 contains 3384 members 
Mstep: Class 17 contains 73714 members 
Mstep: Class 18 contains 251324 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751880.000000 Penalty: 56316.738281
Iteration 78Q: 18 clusters Score -7.075188e+07 nChanged 560
Entering ConstructFrom: 
Score: -70751880.000000 Penalty: 56316.738281
Entering ConstructFrom: 
Trying to split cluster 1 (18217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Entering Unmasked Estep 
Score: -2117576.000000 Penalty: 2432.907227
	Iteration 0F: 2 clusters Score -2117576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2104701.250000 Penalty: 4865.814453
	Iteration 0F: 3 clusters Score -2104701 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2108997.500000 Penalty: 4865.814453
	Iteration 1F: 3 clusters Score -2108998 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2109376.500000 Penalty: 4865.814453
	Iteration 2F: 3 clusters Score -2109376 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2109645.250000 Penalty: 4865.814453
	Iteration 3Q: 3 clusters Score -2109645 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2109874.500000 Penalty: 4865.814453
	Iteration 4Q: 3 clusters Score -2109874 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2110075.250000 Penalty: 4865.814453
	Iteration 5Q: 3 clusters Score -2110075 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2110295.250000 Penalty: 4865.814453
	Iteration 6Q: 3 clusters Score -2110295 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2110501.750000 Penalty: 4865.814453
	Iteration 7Q: 3 clusters Score -2110502 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2110707.750000 Penalty: 4865.814453
	Iteration 8Q: 3 clusters Score -2110708 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2110908.750000 Penalty: 4865.814453
	Iteration 9Q: 3 clusters Score -2110909 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2111150.250000 Penalty: 4865.814453
	Iteration 10Q: 3 clusters Score -2111150 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2111409.250000 Penalty: 4865.814453
	Iteration 11Q: 3 clusters Score -2111409 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2111714.750000 Penalty: 4865.814453
	Iteration 12Q: 3 clusters Score -2111715 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2112102.250000 Penalty: 4865.814453
	Iteration 13Q: 3 clusters Score -2112102 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2112549.250000 Penalty: 4865.814453
	Iteration 14Q: 3 clusters Score -2112549 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2112968.500000 Penalty: 4865.814453
	Iteration 15Q: 3 clusters Score -2112968 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2113267.750000 Penalty: 4865.814453
	Iteration 16Q: 3 clusters Score -2113268 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2113459.250000 Penalty: 4865.814453
	Iteration 17Q: 3 clusters Score -2113459 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2113547.500000 Penalty: 4865.814453
	Iteration 18Q: 3 clusters Score -2113548 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2113596.500000 Penalty: 4865.814453
	Iteration 19Q: 3 clusters Score -2113596 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2113624.500000 Penalty: 4865.814453
	Iteration 20F: 3 clusters Score -2113624 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2113638.750000 Penalty: 4865.814453
	Iteration 21Q: 3 clusters Score -2113639 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2113649.250000 Penalty: 4865.814453
	Iteration 22Q: 3 clusters Score -2113649 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2113665.250000 Penalty: 4865.814453
	Iteration 23Q: 3 clusters Score -2113665 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2113673.750000 Penalty: 4865.814453
	Iteration 24Q: 3 clusters Score -2113674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2113688.000000 Penalty: 4865.814453
	Iteration 25Q: 3 clusters Score -2113688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2113693.750000 Penalty: 4865.814453
	Iteration 26Q: 3 clusters Score -2113694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2113696.750000 Penalty: 4865.814453
	Iteration 27Q: 3 clusters Score -2113697 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2113700.000000 Penalty: 4865.814453
	Iteration 28Q: 3 clusters Score -2113700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2113708.000000 Penalty: 4865.814453
	Iteration 29Q: 3 clusters Score -2113708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2113718.250000 Penalty: 4865.814453
	Iteration 30Q: 3 clusters Score -2113718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2113725.500000 Penalty: 4865.814453
	Iteration 31Q: 3 clusters Score -2113726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2113737.000000 Penalty: 4865.814453
	Iteration 32Q: 3 clusters Score -2113737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2113743.750000 Penalty: 4865.814453
	Iteration 33Q: 3 clusters Score -2113744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2113745.500000 Penalty: 4865.814453
	Iteration 34Q: 3 clusters Score -2113746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2113753.000000 Penalty: 4865.814453
	Iteration 35Q: 3 clusters Score -2113753 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2113758.000000 Penalty: 4865.814453
	Iteration 36Q: 3 clusters Score -2113758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2113773.250000 Penalty: 4865.814453
	Iteration 37Q: 3 clusters Score -2113773 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2113773.750000 Penalty: 4865.814453
	Iteration 38Q: 3 clusters Score -2113774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2113783.500000 Penalty: 4865.814453
	Iteration 39Q: 3 clusters Score -2113784 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2113789.250000 Penalty: 4865.814453
	Iteration 40F: 3 clusters Score -2113789 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2113800.000000 Penalty: 4865.814453
	Iteration 41Q: 3 clusters Score -2113800 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2113820.750000 Penalty: 4865.814453
	Iteration 42Q: 3 clusters Score -2113821 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2113840.250000 Penalty: 4865.814453
	Iteration 43Q: 3 clusters Score -2113840 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2113856.000000 Penalty: 4865.814453
	Iteration 44Q: 3 clusters Score -2113856 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2113876.750000 Penalty: 4865.814453
	Iteration 45Q: 3 clusters Score -2113877 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2113894.750000 Penalty: 4865.814453
	Iteration 46Q: 3 clusters Score -2113895 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2113912.750000 Penalty: 4865.814453
	Iteration 47Q: 3 clusters Score -2113913 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2113923.250000 Penalty: 4865.814453
	Iteration 48Q: 3 clusters Score -2113923 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2113948.000000 Penalty: 4865.814453
	Iteration 49Q: 3 clusters Score -2113948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2113963.500000 Penalty: 4865.814453
	Iteration 50Q: 3 clusters Score -2113964 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2113975.500000 Penalty: 4865.814453
	Iteration 51Q: 3 clusters Score -2113976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2113986.000000 Penalty: 4865.814453
	Iteration 52Q: 3 clusters Score -2113986 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2114000.250000 Penalty: 4865.814453
	Iteration 53Q: 3 clusters Score -2114000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2114003.750000 Penalty: 4865.814453
	Iteration 54Q: 3 clusters Score -2114004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2114011.250000 Penalty: 4865.814453
	Iteration 55Q: 3 clusters Score -2114011 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2114022.000000 Penalty: 4865.814453
	Iteration 56Q: 3 clusters Score -2114022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2114031.500000 Penalty: 4865.814453
	Iteration 57Q: 3 clusters Score -2114032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2114046.250000 Penalty: 4865.814453
	Iteration 58Q: 3 clusters Score -2114046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2114053.250000 Penalty: 4865.814453
	Iteration 59Q: 3 clusters Score -2114053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2114067.000000 Penalty: 4865.814453
	Iteration 60F: 3 clusters Score -2114067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2114073.000000 Penalty: 4865.814453
	Iteration 61Q: 3 clusters Score -2114073 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2114082.000000 Penalty: 4865.814453
	Iteration 62Q: 3 clusters Score -2114082 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2114102.000000 Penalty: 4865.814453
	Iteration 63Q: 3 clusters Score -2114102 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2114120.750000 Penalty: 4865.814453
	Iteration 64Q: 3 clusters Score -2114121 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2114133.250000 Penalty: 4865.814453
	Iteration 65Q: 3 clusters Score -2114133 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2114152.750000 Penalty: 4865.814453
	Iteration 66Q: 3 clusters Score -2114153 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2114172.000000 Penalty: 4865.814453
	Iteration 67Q: 3 clusters Score -2114172 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2114195.750000 Penalty: 4865.814453
	Iteration 68Q: 3 clusters Score -2114196 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2114208.500000 Penalty: 4865.814453
	Iteration 69Q: 3 clusters Score -2114208 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2114229.500000 Penalty: 4865.814453
	Iteration 70Q: 3 clusters Score -2114230 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2114243.750000 Penalty: 4865.814453
	Iteration 71Q: 3 clusters Score -2114244 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2114269.000000 Penalty: 4865.814453
	Iteration 72Q: 3 clusters Score -2114269 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2114280.250000 Penalty: 4865.814453
	Iteration 73Q: 3 clusters Score -2114280 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2114300.000000 Penalty: 4865.814453
	Iteration 74Q: 3 clusters Score -2114300 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2114323.250000 Penalty: 4865.814453
	Iteration 75Q: 3 clusters Score -2114323 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2114341.500000 Penalty: 4865.814453
	Iteration 76Q: 3 clusters Score -2114342 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2114355.750000 Penalty: 4865.814453
	Iteration 77Q: 3 clusters Score -2114356 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2114376.250000 Penalty: 4865.814453
	Iteration 78Q: 3 clusters Score -2114376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2114393.250000 Penalty: 4865.814453
	Iteration 79Q: 3 clusters Score -2114393 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2114403.250000 Penalty: 4865.814453
	Iteration 80F: 3 clusters Score -2114403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2114415.250000 Penalty: 4865.814453
	Iteration 81Q: 3 clusters Score -2114415 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2114423.500000 Penalty: 4865.814453
	Iteration 82Q: 3 clusters Score -2114424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2114429.250000 Penalty: 4865.814453
	Iteration 83Q: 3 clusters Score -2114429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2114433.250000 Penalty: 4865.814453
	Iteration 84Q: 3 clusters Score -2114433 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2114443.500000 Penalty: 4865.814453
	Iteration 85Q: 3 clusters Score -2114444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2114451.250000 Penalty: 4865.814453
	Iteration 86Q: 3 clusters Score -2114451 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2114473.000000 Penalty: 4865.814453
	Iteration 87Q: 3 clusters Score -2114473 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2114488.500000 Penalty: 4865.814453
	Iteration 88Q: 3 clusters Score -2114488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2114504.750000 Penalty: 4865.814453
	Iteration 89Q: 3 clusters Score -2114505 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2114532.000000 Penalty: 4865.814453
	Iteration 90Q: 3 clusters Score -2114532 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2114551.750000 Penalty: 4865.814453
	Iteration 91Q: 3 clusters Score -2114552 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2114572.500000 Penalty: 4865.814453
	Iteration 92Q: 3 clusters Score -2114572 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2114593.750000 Penalty: 4865.814453
	Iteration 93Q: 3 clusters Score -2114594 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2114604.250000 Penalty: 4865.814453
	Iteration 94Q: 3 clusters Score -2114604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2114611.000000 Penalty: 4865.814453
	Iteration 95Q: 3 clusters Score -2114611 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2114619.500000 Penalty: 4865.814453
	Iteration 96Q: 3 clusters Score -2114620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2114629.250000 Penalty: 4865.814453
	Iteration 97Q: 3 clusters Score -2114629 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2114641.500000 Penalty: 4865.814453
	Iteration 98Q: 3 clusters Score -2114642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2114641.000000 Penalty: 4865.814453
	Iteration 99Q: 3 clusters Score -2114641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2114647.500000 Penalty: 4865.814453
	Iteration 100F: 3 clusters Score -2114648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2114653.250000 Penalty: 4865.814453
	Iteration 101Q: 3 clusters Score -2114653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2114656.250000 Penalty: 4865.814453
	Iteration 102Q: 3 clusters Score -2114656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2114664.500000 Penalty: 4865.814453
	Iteration 103Q: 3 clusters Score -2114664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2114676.750000 Penalty: 4865.814453
	Iteration 104Q: 3 clusters Score -2114677 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2114691.000000 Penalty: 4865.814453
	Iteration 105Q: 3 clusters Score -2114691 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2114699.000000 Penalty: 4865.814453
	Iteration 106Q: 3 clusters Score -2114699 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2114709.250000 Penalty: 4865.814453
	Iteration 107Q: 3 clusters Score -2114709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2114727.500000 Penalty: 4865.814453
	Iteration 108Q: 3 clusters Score -2114728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2114738.750000 Penalty: 4865.814453
	Iteration 109Q: 3 clusters Score -2114739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2114750.750000 Penalty: 4865.814453
	Iteration 110Q: 3 clusters Score -2114751 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2114760.000000 Penalty: 4865.814453
	Iteration 111Q: 3 clusters Score -2114760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2114764.250000 Penalty: 4865.814453
	Iteration 112Q: 3 clusters Score -2114764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2114780.500000 Penalty: 4865.814453
	Iteration 113Q: 3 clusters Score -2114780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2114785.500000 Penalty: 4865.814453
	Iteration 114Q: 3 clusters Score -2114786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2114794.750000 Penalty: 4865.814453
	Iteration 115Q: 3 clusters Score -2114795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2114808.000000 Penalty: 4865.814453
	Iteration 116Q: 3 clusters Score -2114808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2114817.750000 Penalty: 4865.814453
	Iteration 117Q: 3 clusters Score -2114818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2114821.750000 Penalty: 4865.814453
	Iteration 118Q: 3 clusters Score -2114822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2114840.250000 Penalty: 4865.814453
	Iteration 119Q: 3 clusters Score -2114840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2114851.000000 Penalty: 4865.814453
	Iteration 120F: 3 clusters Score -2114851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2114858.250000 Penalty: 4865.814453
	Iteration 121Q: 3 clusters Score -2114858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2114863.500000 Penalty: 4865.814453
	Iteration 122Q: 3 clusters Score -2114864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2114881.750000 Penalty: 4865.814453
	Iteration 123Q: 3 clusters Score -2114882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2114891.750000 Penalty: 4865.814453
	Iteration 124Q: 3 clusters Score -2114892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2114906.250000 Penalty: 4865.814453
	Iteration 125Q: 3 clusters Score -2114906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2114913.500000 Penalty: 4865.814453
	Iteration 126Q: 3 clusters Score -2114914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2114920.250000 Penalty: 4865.814453
	Iteration 127Q: 3 clusters Score -2114920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2114924.000000 Penalty: 4865.814453
	Iteration 128Q: 3 clusters Score -2114924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2114934.750000 Penalty: 4865.814453
	Iteration 129Q: 3 clusters Score -2114935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2114940.000000 Penalty: 4865.814453
	Iteration 130Q: 3 clusters Score -2114940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2114948.250000 Penalty: 4865.814453
	Iteration 131Q: 3 clusters Score -2114948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2114957.500000 Penalty: 4865.814453
	Iteration 132Q: 3 clusters Score -2114958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2114968.750000 Penalty: 4865.814453
	Iteration 133Q: 3 clusters Score -2114969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2114977.500000 Penalty: 4865.814453
	Iteration 134Q: 3 clusters Score -2114978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2114980.750000 Penalty: 4865.814453
	Iteration 135Q: 3 clusters Score -2114981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2114988.750000 Penalty: 4865.814453
	Iteration 136Q: 3 clusters Score -2114989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2114992.500000 Penalty: 4865.814453
	Iteration 137Q: 3 clusters Score -2114992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2115001.750000 Penalty: 4865.814453
	Iteration 138Q: 3 clusters Score -2115002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2115008.750000 Penalty: 4865.814453
	Iteration 139Q: 3 clusters Score -2115009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2115012.750000 Penalty: 4865.814453
	Iteration 140F: 3 clusters Score -2115013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2115014.250000 Penalty: 4865.814453
	Iteration 141Q: 3 clusters Score -2115014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2115025.250000 Penalty: 4865.814453
	Iteration 142Q: 3 clusters Score -2115025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2115028.000000 Penalty: 4865.814453
	Iteration 143Q: 3 clusters Score -2115028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2115030.750000 Penalty: 4865.814453
	Iteration 144Q: 3 clusters Score -2115031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2115033.750000 Penalty: 4865.814453
	Iteration 145Q: 3 clusters Score -2115034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2115040.000000 Penalty: 4865.814453
	Iteration 146Q: 3 clusters Score -2115040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2115039.750000 Penalty: 4865.814453
	Iteration 147Q: 3 clusters Score -2115040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2115041.750000 Penalty: 4865.814453
	Iteration 148Q: 3 clusters Score -2115042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2115047.500000 Penalty: 4865.814453
	Iteration 149Q: 3 clusters Score -2115048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2115053.250000 Penalty: 4865.814453
	Iteration 150Q: 3 clusters Score -2115053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2115056.500000 Penalty: 4865.814453
	Iteration 151Q: 3 clusters Score -2115056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2115064.250000 Penalty: 4865.814453
	Iteration 152Q: 3 clusters Score -2115064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2115067.750000 Penalty: 4865.814453
	Iteration 153Q: 3 clusters Score -2115068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2115075.000000 Penalty: 4865.814453
	Iteration 154Q: 3 clusters Score -2115075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2115080.500000 Penalty: 4865.814453
	Iteration 155Q: 3 clusters Score -2115080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2115090.000000 Penalty: 4865.814453
	Iteration 156Q: 3 clusters Score -2115090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2115097.750000 Penalty: 4865.814453
	Iteration 157Q: 3 clusters Score -2115098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2115104.250000 Penalty: 4865.814453
	Iteration 158Q: 3 clusters Score -2115104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2115113.750000 Penalty: 4865.814453
	Iteration 159Q: 3 clusters Score -2115114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2115116.500000 Penalty: 4865.814453
	Iteration 160F: 3 clusters Score -2115116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2115124.750000 Penalty: 4865.814453
	Iteration 161Q: 3 clusters Score -2115125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2115139.250000 Penalty: 4865.814453
	Iteration 162Q: 3 clusters Score -2115139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2115150.500000 Penalty: 4865.814453
	Iteration 163Q: 3 clusters Score -2115150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2115152.500000 Penalty: 4865.814453
	Iteration 164Q: 3 clusters Score -2115152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2115165.750000 Penalty: 4865.814453
	Iteration 165Q: 3 clusters Score -2115166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2115169.500000 Penalty: 4865.814453
	Iteration 166Q: 3 clusters Score -2115170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2115179.750000 Penalty: 4865.814453
	Iteration 167Q: 3 clusters Score -2115180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2115181.250000 Penalty: 4865.814453
	Iteration 168Q: 3 clusters Score -2115181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2115188.250000 Penalty: 4865.814453
	Iteration 169Q: 3 clusters Score -2115188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2115190.000000 Penalty: 4865.814453
	Iteration 170Q: 3 clusters Score -2115190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2115196.750000 Penalty: 4865.814453
	Iteration 171Q: 3 clusters Score -2115197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2115200.500000 Penalty: 4865.814453
	Iteration 172Q: 3 clusters Score -2115200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2115200.750000 Penalty: 4865.814453
	Iteration 173Q: 3 clusters Score -2115201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2115204.750000 Penalty: 4865.814453
	Iteration 174Q: 3 clusters Score -2115205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2115205.000000 Penalty: 4865.814453
	Iteration 175Q: 3 clusters Score -2115205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2115207.500000 Penalty: 4865.814453
	Iteration 176Q: 3 clusters Score -2115208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2115212.500000 Penalty: 4865.814453
	Iteration 177Q: 3 clusters Score -2115212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2115210.750000 Penalty: 4865.814453
	Iteration 178Q: 3 clusters Score -2115211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2115213.750000 Penalty: 4865.814453
	Iteration 179Q: 3 clusters Score -2115214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2115213.500000 Penalty: 4865.814453
	Iteration 180F: 3 clusters Score -2115214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2115219.250000 Penalty: 4865.814453
	Iteration 181Q: 3 clusters Score -2115219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2115222.750000 Penalty: 4865.814453
	Iteration 182Q: 3 clusters Score -2115223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2115231.750000 Penalty: 4865.814453
	Iteration 183Q: 3 clusters Score -2115232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2115234.250000 Penalty: 4865.814453
	Iteration 184Q: 3 clusters Score -2115234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2115240.750000 Penalty: 4865.814453
	Iteration 185Q: 3 clusters Score -2115241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2115238.250000 Penalty: 4865.814453
	Iteration 186Q: 3 clusters Score -2115238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2115245.250000 Penalty: 4865.814453
	Iteration 187Q: 3 clusters Score -2115245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2115245.000000 Penalty: 4865.814453
	Iteration 188Q: 3 clusters Score -2115245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2115248.000000 Penalty: 4865.814453
	Iteration 189Q: 3 clusters Score -2115248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2115249.500000 Penalty: 4865.814453
	Iteration 190Q: 3 clusters Score -2115250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2115252.000000 Penalty: 4865.814453
	Iteration 191Q: 3 clusters Score -2115252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2115253.500000 Penalty: 4865.814453
	Iteration 192Q: 3 clusters Score -2115254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2115252.750000 Penalty: 4865.814453
	Iteration 193Q: 3 clusters Score -2115253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2115255.250000 Penalty: 4865.814453
	Iteration 194Q: 3 clusters Score -2115255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2115256.750000 Penalty: 4865.814453
	Iteration 195Q: 3 clusters Score -2115257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2115258.500000 Penalty: 4865.814453
	Iteration 196Q: 3 clusters Score -2115258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2115260.500000 Penalty: 4865.814453
	Iteration 197Q: 3 clusters Score -2115260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2115256.250000 Penalty: 4865.814453
	Iteration 198Q: 3 clusters Score -2115256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2115259.250000 Penalty: 4865.814453
	Iteration 199Q: 3 clusters Score -2115259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2115260.250000 Penalty: 4865.814453
	Iteration 200F: 3 clusters Score -2115260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2115261.750000 Penalty: 4865.814453
	Iteration 201Q: 3 clusters Score -2115262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2115265.500000 Penalty: 4865.814453
	Iteration 202Q: 3 clusters Score -2115266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2115265.500000 Penalty: 4865.814453
	Iteration 203F: 3 clusters Score -2115266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -103279.148438 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -103279.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101459.328125 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -101459.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101865.421875 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -101865.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -102178.101562 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -102178.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -102708.328125 Penalty: 3408.061279
	Iteration 3F: 3 clusters Score -102708.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -103584.320312 Penalty: 3408.061279
	Iteration 4F: 3 clusters Score -103584.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -105321.804688 Penalty: 3408.061279
	Iteration 5F: 3 clusters Score -105321.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -105542.851562 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -105542.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -105575.187500 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -105575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -105589.218750 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -105589.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -105589.218750 Penalty: 3408.061279
	Iteration 9F: 3 clusters Score -105589.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 41375 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 967 members 
Mstep: Class 8 contains 14119 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194634 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 13 contains 149 members 
Mstep: Class 15 contains 9189 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 73565 members 
Mstep: Class 18 contains 251413 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70752728.000000 Penalty: 59629.488281
Splitting cluster 2 changes total score from -70751880.000000 to -70752728.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 3 (41375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Entering Unmasked Estep 
Score: -4642879.000000 Penalty: 2636.347168
	Iteration 0F: 2 clusters Score -4642879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -4614917.500000 Penalty: 5272.694336
	Iteration 0F: 3 clusters Score -4614918 nChanged 19024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -4625486.500000 Penalty: 5272.694336
	Iteration 1F: 3 clusters Score -4625486 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -4626143.000000 Penalty: 5272.694336
	Iteration 2Q: 3 clusters Score -4626143 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -4626836.000000 Penalty: 5272.694336
	Iteration 3Q: 3 clusters Score -4626836 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -4627556.500000 Penalty: 5272.694336
	Iteration 4Q: 3 clusters Score -4627556 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -4628240.000000 Penalty: 5272.694336
	Iteration 5Q: 3 clusters Score -4628240 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -4629131.500000 Penalty: 5272.694336
	Iteration 6Q: 3 clusters Score -4629132 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -4630269.500000 Penalty: 5272.694336
	Iteration 7F: 3 clusters Score -4630270 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -4631782.000000 Penalty: 5272.694336
	Iteration 8F: 3 clusters Score -4631782 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -4633678.000000 Penalty: 5272.694336
	Iteration 9F: 3 clusters Score -4633678 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -4635960.000000 Penalty: 5272.694336
	Iteration 10F: 3 clusters Score -4635960 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4638202.000000 Penalty: 5272.694336
	Iteration 11F: 3 clusters Score -4638202 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -4640081.000000 Penalty: 5272.694336
	Iteration 12F: 3 clusters Score -4640081 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -4641304.500000 Penalty: 5272.694336
	Iteration 13Q: 3 clusters Score -4641304 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -4642018.500000 Penalty: 5272.694336
	Iteration 14Q: 3 clusters Score -4642018 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -4642354.500000 Penalty: 5272.694336
	Iteration 15Q: 3 clusters Score -4642354 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -4642517.000000 Penalty: 5272.694336
	Iteration 16Q: 3 clusters Score -4642517 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -4642604.500000 Penalty: 5272.694336
	Iteration 17Q: 3 clusters Score -4642604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -4642650.000000 Penalty: 5272.694336
	Iteration 18Q: 3 clusters Score -4642650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -4642671.000000 Penalty: 5272.694336
	Iteration 19Q: 3 clusters Score -4642671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -4642676.500000 Penalty: 5272.694336
	Iteration 20F: 3 clusters Score -4642676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -4642692.500000 Penalty: 5272.694336
	Iteration 21Q: 3 clusters Score -4642692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -4642708.000000 Penalty: 5272.694336
	Iteration 22Q: 3 clusters Score -4642708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -4642710.000000 Penalty: 5272.694336
	Iteration 23Q: 3 clusters Score -4642710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -4642724.000000 Penalty: 5272.694336
	Iteration 24Q: 3 clusters Score -4642724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -4642733.500000 Penalty: 5272.694336
	Iteration 25Q: 3 clusters Score -4642734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -4642734.500000 Penalty: 5272.694336
	Iteration 26Q: 3 clusters Score -4642734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -4642734.500000 Penalty: 5272.694336
	Iteration 27Q: 3 clusters Score -4642734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -4642731.000000 Penalty: 5272.694336
	Iteration 28Q: 3 clusters Score -4642731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -4642741.500000 Penalty: 5272.694336
	Iteration 29Q: 3 clusters Score -4642742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -4642742.000000 Penalty: 5272.694336
	Iteration 30Q: 3 clusters Score -4642742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -4642743.500000 Penalty: 5272.694336
	Iteration 31Q: 3 clusters Score -4642744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -4642744.500000 Penalty: 5272.694336
	Iteration 32Q: 3 clusters Score -4642744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -4642742.000000 Penalty: 5272.694336
	Iteration 33Q: 3 clusters Score -4642742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -4642742.000000 Penalty: 5272.694336
	Iteration 34F: 3 clusters Score -4642742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -326413.343750 Penalty: 1989.352905
	Iteration 0F: 2 clusters Score -326413.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -323112.406250 Penalty: 3978.705811
	Iteration 0F: 3 clusters Score -323112.4 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -323787.437500 Penalty: 3978.705811
	Iteration 1F: 3 clusters Score -323787.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -323948.343750 Penalty: 3978.705811
	Iteration 2F: 3 clusters Score -323948.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -324015.937500 Penalty: 3978.705811
	Iteration 3Q: 3 clusters Score -324015.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -324061.218750 Penalty: 3978.705811
	Iteration 4Q: 3 clusters Score -324061.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -324089.562500 Penalty: 3978.705811
	Iteration 5Q: 3 clusters Score -324089.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -324115.218750 Penalty: 3978.705811
	Iteration 6Q: 3 clusters Score -324115.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -324132.218750 Penalty: 3978.705811
	Iteration 7Q: 3 clusters Score -324132.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -324144.656250 Penalty: 3978.705811
	Iteration 8Q: 3 clusters Score -324144.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -324152.250000 Penalty: 3978.705811
	Iteration 9Q: 3 clusters Score -324152.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -324160.812500 Penalty: 3978.705811
	Iteration 10Q: 3 clusters Score -324160.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -324168.656250 Penalty: 3978.705811
	Iteration 11Q: 3 clusters Score -324168.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -324177.312500 Penalty: 3978.705811
	Iteration 12Q: 3 clusters Score -324177.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -324187.843750 Penalty: 3978.705811
	Iteration 13Q: 3 clusters Score -324187.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -324193.281250 Penalty: 3978.705811
	Iteration 14Q: 3 clusters Score -324193.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -324196.843750 Penalty: 3978.705811
	Iteration 15Q: 3 clusters Score -324196.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -324199.000000 Penalty: 3978.705811
	Iteration 16Q: 3 clusters Score -324199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -324204.156250 Penalty: 3978.705811
	Iteration 17Q: 3 clusters Score -324204.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -324210.593750 Penalty: 3978.705811
	Iteration 18Q: 3 clusters Score -324210.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -324218.937500 Penalty: 3978.705811
	Iteration 19Q: 3 clusters Score -324218.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -324227.718750 Penalty: 3978.705811
	Iteration 20F: 3 clusters Score -324227.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -324233.468750 Penalty: 3978.705811
	Iteration 21Q: 3 clusters Score -324233.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -324239.562500 Penalty: 3978.705811
	Iteration 22Q: 3 clusters Score -324239.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -324247.437500 Penalty: 3978.705811
	Iteration 23Q: 3 clusters Score -324247.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -324257.406250 Penalty: 3978.705811
	Iteration 24Q: 3 clusters Score -324257.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -324266.312500 Penalty: 3978.705811
	Iteration 25Q: 3 clusters Score -324266.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -324272.250000 Penalty: 3978.705811
	Iteration 26Q: 3 clusters Score -324272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -324275.250000 Penalty: 3978.705811
	Iteration 27Q: 3 clusters Score -324275.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -324278.937500 Penalty: 3978.705811
	Iteration 28Q: 3 clusters Score -324278.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -324283.906250 Penalty: 3978.705811
	Iteration 29Q: 3 clusters Score -324283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -324287.062500 Penalty: 3978.705811
	Iteration 30Q: 3 clusters Score -324287.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -324288.593750 Penalty: 3978.705811
	Iteration 31Q: 3 clusters Score -324288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -324290.406250 Penalty: 3978.705811
	Iteration 32Q: 3 clusters Score -324290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -324291.406250 Penalty: 3978.705811
	Iteration 33Q: 3 clusters Score -324291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -324293.843750 Penalty: 3978.705811
	Iteration 34Q: 3 clusters Score -324293.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -324297.625000 Penalty: 3978.705811
	Iteration 35Q: 3 clusters Score -324297.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -324301.093750 Penalty: 3978.705811
	Iteration 36Q: 3 clusters Score -324301.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -324304.218750 Penalty: 3978.705811
	Iteration 37Q: 3 clusters Score -324304.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -324306.406250 Penalty: 3978.705811
	Iteration 38Q: 3 clusters Score -324306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -324308.875000 Penalty: 3978.705811
	Iteration 39Q: 3 clusters Score -324308.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -324312.093750 Penalty: 3978.705811
	Iteration 40F: 3 clusters Score -324312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -324313.531250 Penalty: 3978.705811
	Iteration 41Q: 3 clusters Score -324313.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -324320.250000 Penalty: 3978.705811
	Iteration 42Q: 3 clusters Score -324320.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -324326.375000 Penalty: 3978.705811
	Iteration 43Q: 3 clusters Score -324326.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -324330.468750 Penalty: 3978.705811
	Iteration 44Q: 3 clusters Score -324330.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -324332.843750 Penalty: 3978.705811
	Iteration 45Q: 3 clusters Score -324332.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -324335.062500 Penalty: 3978.705811
	Iteration 46Q: 3 clusters Score -324335.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -324337.281250 Penalty: 3978.705811
	Iteration 47Q: 3 clusters Score -324337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -324338.875000 Penalty: 3978.705811
	Iteration 48Q: 3 clusters Score -324338.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -324340.312500 Penalty: 3978.705811
	Iteration 49Q: 3 clusters Score -324340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -324341.656250 Penalty: 3978.705811
	Iteration 50Q: 3 clusters Score -324341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -324342.156250 Penalty: 3978.705811
	Iteration 51Q: 3 clusters Score -324342.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -324345.500000 Penalty: 3978.705811
	Iteration 52Q: 3 clusters Score -324345.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -324347.781250 Penalty: 3978.705811
	Iteration 53Q: 3 clusters Score -324347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -324348.687500 Penalty: 3978.705811
	Iteration 54Q: 3 clusters Score -324348.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -324348.687500 Penalty: 3978.705811
	Iteration 55F: 3 clusters Score -324348.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -72786.554688 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -72786.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71083.781250 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -71083.78 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71284.093750 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -71284.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71356.562500 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -71356.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71391.078125 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -71391.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71419.632812 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -71419.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71433.492188 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -71433.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71446.007812 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -71446.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71456.421875 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -71456.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71460.906250 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -71460.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71464.367188 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -71464.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71467.039062 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -71467.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71471.796875 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -71471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71472.710938 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -71472.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71472.710938 Penalty: 3217.891357
	Iteration 13F: 3 clusters Score -71472.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -95356.429688 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -95356.43 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 426 members 
Entering Unmasked Estep 
Score: -93482.312500 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -93482.31 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93712.062500 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -93712.06 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -93774.671875 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -93774.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93812.609375 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -93812.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93822.726562 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -93822.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -93827.765625 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -93827.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -93833.437500 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -93833.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -93839.437500 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -93839.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -93847.843750 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -93847.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93857.031250 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -93857.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93861.632812 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -93861.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93864.757812 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -93864.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93867.101562 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -93867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -93868.960938 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -93868.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93870.132812 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -93870.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93870.132812 Penalty: 3352.590576
	Iteration 15F: 3 clusters Score -93870.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -102178.093750 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -102178.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100327.671875 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -100327.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -100713.375000 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -100713.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -100928.257812 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -100928.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101164.570312 Penalty: 3409.602539
	Iteration 3F: 3 clusters Score -101164.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -101399.109375 Penalty: 3409.602539
	Iteration 4F: 3 clusters Score -101399.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -101588.375000 Penalty: 3409.602539
	Iteration 5F: 3 clusters Score -101588.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -101736.195312 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -101736.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -101886.445312 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -101886.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -102006.757812 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -102006.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -102139.859375 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -102139.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -102216.734375 Penalty: 3409.602539
	Iteration 10Q: 3 clusters Score -102216.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -102254.804688 Penalty: 3409.602539
	Iteration 11Q: 3 clusters Score -102254.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -102281.656250 Penalty: 3409.602539
	Iteration 12Q: 3 clusters Score -102281.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -102288.921875 Penalty: 3409.602539
	Iteration 13Q: 3 clusters Score -102288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -102290.601562 Penalty: 3409.602539
	Iteration 14Q: 3 clusters Score -102290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -102290.601562 Penalty: 3409.602539
	Iteration 15F: 3 clusters Score -102290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 41375 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 14119 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194634 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 13 contains 149 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 15 contains 9189 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 73565 members 
Mstep: Class 18 contains 251413 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70751256.000000 Penalty: 62942.238281
Splitting cluster 7 changes total score from -70751880.000000 to -70751256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (14119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Entering Unmasked Estep 
Score: -1629870.000000 Penalty: 2369.708740
	Iteration 0F: 2 clusters Score -1629870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1619686.375000 Penalty: 4739.417480
	Iteration 0F: 3 clusters Score -1619686 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1623560.625000 Penalty: 4739.417480
	Iteration 1F: 3 clusters Score -1623561 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1625000.875000 Penalty: 4739.417480
	Iteration 2F: 3 clusters Score -1625001 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1626360.125000 Penalty: 4739.417480
	Iteration 3F: 3 clusters Score -1626360 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1627654.375000 Penalty: 4739.417480
	Iteration 4F: 3 clusters Score -1627654 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1628684.000000 Penalty: 4739.417480
	Iteration 5F: 3 clusters Score -1628684 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1629357.875000 Penalty: 4739.417480
	Iteration 6F: 3 clusters Score -1629358 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1629752.750000 Penalty: 4739.417480
	Iteration 7Q: 3 clusters Score -1629753 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1629992.625000 Penalty: 4739.417480
	Iteration 8Q: 3 clusters Score -1629993 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1630136.625000 Penalty: 4739.417480
	Iteration 9Q: 3 clusters Score -1630137 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1630227.125000 Penalty: 4739.417480
	Iteration 10Q: 3 clusters Score -1630227 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1630278.125000 Penalty: 4739.417480
	Iteration 11Q: 3 clusters Score -1630278 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1630310.000000 Penalty: 4739.417480
	Iteration 12Q: 3 clusters Score -1630310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1630327.875000 Penalty: 4739.417480
	Iteration 13Q: 3 clusters Score -1630328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1630338.500000 Penalty: 4739.417480
	Iteration 14Q: 3 clusters Score -1630338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1630342.125000 Penalty: 4739.417480
	Iteration 15Q: 3 clusters Score -1630342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1630342.875000 Penalty: 4739.417480
	Iteration 16Q: 3 clusters Score -1630343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1630345.875000 Penalty: 4739.417480
	Iteration 17Q: 3 clusters Score -1630346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1630347.000000 Penalty: 4739.417480
	Iteration 18Q: 3 clusters Score -1630347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1630350.500000 Penalty: 4739.417480
	Iteration 19Q: 3 clusters Score -1630350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1630350.250000 Penalty: 4739.417480
	Iteration 20F: 3 clusters Score -1630350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1630350.125000 Penalty: 4739.417480
	Iteration 21Q: 3 clusters Score -1630350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1630352.500000 Penalty: 4739.417480
	Iteration 22Q: 3 clusters Score -1630352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1630355.500000 Penalty: 4739.417480
	Iteration 23Q: 3 clusters Score -1630356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1630354.500000 Penalty: 4739.417480
	Iteration 24Q: 3 clusters Score -1630354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1630358.375000 Penalty: 4739.417480
	Iteration 25Q: 3 clusters Score -1630358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1630360.250000 Penalty: 4739.417480
	Iteration 26Q: 3 clusters Score -1630360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1630361.625000 Penalty: 4739.417480
	Iteration 27Q: 3 clusters Score -1630362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1630362.875000 Penalty: 4739.417480
	Iteration 28Q: 3 clusters Score -1630363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1630363.500000 Penalty: 4739.417480
	Iteration 29Q: 3 clusters Score -1630364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1630368.000000 Penalty: 4739.417480
	Iteration 30Q: 3 clusters Score -1630368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1630368.125000 Penalty: 4739.417480
	Iteration 31Q: 3 clusters Score -1630368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1630366.250000 Penalty: 4739.417480
	Iteration 32Q: 3 clusters Score -1630366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1630366.875000 Penalty: 4739.417480
	Iteration 33Q: 3 clusters Score -1630367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1630370.125000 Penalty: 4739.417480
	Iteration 34Q: 3 clusters Score -1630370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1630370.500000 Penalty: 4739.417480
	Iteration 35Q: 3 clusters Score -1630370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1630370.000000 Penalty: 4739.417480
	Iteration 36Q: 3 clusters Score -1630370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1630368.125000 Penalty: 4739.417480
	Iteration 37Q: 3 clusters Score -1630368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1630369.125000 Penalty: 4739.417480
	Iteration 38Q: 3 clusters Score -1630369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1630369.125000 Penalty: 4739.417480
	Iteration 39F: 3 clusters Score -1630369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 41375 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 967 members 
Mstep: Class 8 contains 1036 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194634 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 13 contains 149 members 
Mstep: Class 14 contains 13083 members 
Mstep: Class 15 contains 9189 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 73565 members 
Mstep: Class 18 contains 251413 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70752504.000000 Penalty: 62942.238281
Splitting cluster 8 changes total score from -70751880.000000 to -70752504.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 9 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -115758.789062 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -115758.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -113778.195312 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -113778.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -114462.382812 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -114462.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -114722.632812 Penalty: 3516.264404
	Iteration 2F: 3 clusters Score -114722.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114900.796875 Penalty: 3516.264404
	Iteration 3F: 3 clusters Score -114900.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -115102.562500 Penalty: 3516.264404
	Iteration 4F: 3 clusters Score -115102.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115466.984375 Penalty: 3516.264404
	Iteration 5F: 3 clusters Score -115467 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -115811.023438 Penalty: 3516.264404
	Iteration 6F: 3 clusters Score -115811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -115945.984375 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -115946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -116014.046875 Penalty: 3516.264404
	Iteration 8Q: 3 clusters Score -116014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -116036.195312 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -116036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -116044.343750 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -116044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -116046.015625 Penalty: 3516.264404
	Iteration 11Q: 3 clusters Score -116046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -116047.921875 Penalty: 3516.264404
	Iteration 12Q: 3 clusters Score -116047.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -116047.921875 Penalty: 3516.264404
	Iteration 13F: 3 clusters Score -116047.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 41375 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 967 members 
Mstep: Class 8 contains 1036 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 194634 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 13 contains 149 members 
Mstep: Class 14 contains 13083 members 
Mstep: Class 15 contains 9189 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 73565 members 
Mstep: Class 18 contains 251413 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70751272.000000 Penalty: 66254.992188
Splitting cluster 9 changes total score from -70751880.000000 to -70751272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -70977.781250 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -70977.78 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 365 members 
Entering Unmasked Estep 
Score: -69299.351562 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -69299.35 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69675.453125 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -69675.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69864.539062 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -69864.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69994.914062 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -69994.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70102.375000 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -70102.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70268.164062 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -70268.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70422.953125 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -70422.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70557.007812 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -70557.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70641.132812 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -70641.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70731.148438 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -70731.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70799.851562 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -70799.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70847.546875 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -70847.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70914.945312 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -70914.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71005.773438 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -71005.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -71121.656250 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -71121.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -71223.656250 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -71223.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71256.609375 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -71256.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -71276.148438 Penalty: 3270.829102
	Iteration 17Q: 3 clusters Score -71276.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71288.195312 Penalty: 3270.829102
	Iteration 18Q: 3 clusters Score -71288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71291.273438 Penalty: 3270.829102
	Iteration 19Q: 3 clusters Score -71291.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71294.343750 Penalty: 3270.829102
	Iteration 20F: 3 clusters Score -71294.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71306.265625 Penalty: 3270.829102
	Iteration 21Q: 3 clusters Score -71306.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71325.507812 Penalty: 3270.829102
	Iteration 22Q: 3 clusters Score -71325.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71343.757812 Penalty: 3270.829102
	Iteration 23Q: 3 clusters Score -71343.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71349.929688 Penalty: 3270.829102
	Iteration 24Q: 3 clusters Score -71349.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -71352.507812 Penalty: 3270.829102
	Iteration 25Q: 3 clusters Score -71352.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -71352.507812 Penalty: 3270.829102
	Iteration 26F: 3 clusters Score -71352.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 41375 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 967 members 
Mstep: Class 8 contains 1036 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 310 members 
Mstep: Class 11 contains 194634 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 13 contains 149 members 
Mstep: Class 14 contains 13083 members 
Mstep: Class 15 contains 9189 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 73565 members 
Mstep: Class 18 contains 251413 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70751144.000000 Penalty: 66254.992188
Splitting cluster 10 changes total score from -70751880.000000 to -70751144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (194634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194634 members 
Entering Unmasked Estep 
Score: -22026226.000000 Penalty: 3020.361328
	Iteration 0F: 2 clusters Score -2.202623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97354 members 
Mstep: Class 2 contains 97280 members 
Entering Unmasked Estep 
Score: -21899218.000000 Penalty: 6040.722656
	Iteration 0F: 3 clusters Score -2.189922e+07 nChanged 93072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98094 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -21955326.000000 Penalty: 6040.722656
	Iteration 1F: 3 clusters Score -2.195533e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 96756 members 
Entering Unmasked Estep 
Score: -21959082.000000 Penalty: 6040.722656
	Iteration 2Q: 3 clusters Score -2.195908e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97409 members 
Mstep: Class 2 contains 97225 members 
Entering Unmasked Estep 
Score: -21963634.000000 Penalty: 6040.722656
	Iteration 3F: 3 clusters Score -2.196363e+07 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 97959 members 
Entering Unmasked Estep 
Score: -21970110.000000 Penalty: 6040.722656
	Iteration 4F: 3 clusters Score -2.197011e+07 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95521 members 
Mstep: Class 2 contains 99113 members 
Entering Unmasked Estep 
Score: -21977674.000000 Penalty: 6040.722656
	Iteration 5F: 3 clusters Score -2.197767e+07 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 100608 members 
Entering Unmasked Estep 
Score: -21986410.000000 Penalty: 6040.722656
	Iteration 6F: 3 clusters Score -2.198641e+07 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92261 members 
Mstep: Class 2 contains 102373 members 
Entering Unmasked Estep 
Score: -21993918.000000 Penalty: 6040.722656
	Iteration 7F: 3 clusters Score -2.199392e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90458 members 
Mstep: Class 2 contains 104176 members 
Entering Unmasked Estep 
Score: -21999962.000000 Penalty: 6040.722656
	Iteration 8F: 3 clusters Score -2.199996e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88745 members 
Mstep: Class 2 contains 105889 members 
Entering Unmasked Estep 
Score: -22003578.000000 Penalty: 6040.722656
	Iteration 9Q: 3 clusters Score -2.200358e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 107499 members 
Entering Unmasked Estep 
Score: -22005430.000000 Penalty: 6040.722656
	Iteration 10Q: 3 clusters Score -2.200543e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 109011 members 
Entering Unmasked Estep 
Score: -22006390.000000 Penalty: 6040.722656
	Iteration 11Q: 3 clusters Score -2.200639e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 110487 members 
Entering Unmasked Estep 
Score: -22006918.000000 Penalty: 6040.722656
	Iteration 12Q: 3 clusters Score -2.200692e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 112083 members 
Entering Unmasked Estep 
Score: -22007334.000000 Penalty: 6040.722656
	Iteration 13Q: 3 clusters Score -2.200733e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 113724 members 
Entering Unmasked Estep 
Score: -22007798.000000 Penalty: 6040.722656
	Iteration 14Q: 3 clusters Score -2.20078e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79281 members 
Mstep: Class 2 contains 115353 members 
Entering Unmasked Estep 
Score: -22008242.000000 Penalty: 6040.722656
	Iteration 15Q: 3 clusters Score -2.200824e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 117116 members 
Entering Unmasked Estep 
Score: -22008628.000000 Penalty: 6040.722656
	Iteration 16Q: 3 clusters Score -2.200863e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75686 members 
Mstep: Class 2 contains 118948 members 
Entering Unmasked Estep 
Score: -22008988.000000 Penalty: 6040.722656
	Iteration 17Q: 3 clusters Score -2.200899e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73820 members 
Mstep: Class 2 contains 120814 members 
Entering Unmasked Estep 
Score: -22009416.000000 Penalty: 6040.722656
	Iteration 18Q: 3 clusters Score -2.200942e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 122707 members 
Entering Unmasked Estep 
Score: -22009744.000000 Penalty: 6040.722656
	Iteration 19Q: 3 clusters Score -2.200974e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 124649 members 
Entering Unmasked Estep 
Score: -22010010.000000 Penalty: 6040.722656
	Iteration 20F: 3 clusters Score -2.201001e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 126609 members 
Entering Unmasked Estep 
Score: -22010358.000000 Penalty: 6040.722656
	Iteration 21Q: 3 clusters Score -2.201036e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 128569 members 
Entering Unmasked Estep 
Score: -22010634.000000 Penalty: 6040.722656
	Iteration 22Q: 3 clusters Score -2.201063e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 130492 members 
Entering Unmasked Estep 
Score: -22011070.000000 Penalty: 6040.722656
	Iteration 23Q: 3 clusters Score -2.201107e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 132400 members 
Entering Unmasked Estep 
Score: -22011538.000000 Penalty: 6040.722656
	Iteration 24Q: 3 clusters Score -2.201154e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 134282 members 
Entering Unmasked Estep 
Score: -22011916.000000 Penalty: 6040.722656
	Iteration 25Q: 3 clusters Score -2.201192e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 136162 members 
Entering Unmasked Estep 
Score: -22012194.000000 Penalty: 6040.722656
	Iteration 26Q: 3 clusters Score -2.201219e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 138018 members 
Entering Unmasked Estep 
Score: -22012496.000000 Penalty: 6040.722656
	Iteration 27Q: 3 clusters Score -2.20125e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 139849 members 
Entering Unmasked Estep 
Score: -22012924.000000 Penalty: 6040.722656
	Iteration 28Q: 3 clusters Score -2.201292e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 141725 members 
Entering Unmasked Estep 
Score: -22013240.000000 Penalty: 6040.722656
	Iteration 29Q: 3 clusters Score -2.201324e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 143604 members 
Entering Unmasked Estep 
Score: -22013578.000000 Penalty: 6040.722656
	Iteration 30Q: 3 clusters Score -2.201358e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 145466 members 
Entering Unmasked Estep 
Score: -22014024.000000 Penalty: 6040.722656
	Iteration 31Q: 3 clusters Score -2.201402e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -22014360.000000 Penalty: 6040.722656
	Iteration 32Q: 3 clusters Score -2.201436e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 149135 members 
Entering Unmasked Estep 
Score: -22014864.000000 Penalty: 6040.722656
	Iteration 33Q: 3 clusters Score -2.201486e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 150913 members 
Entering Unmasked Estep 
Score: -22015346.000000 Penalty: 6040.722656
	Iteration 34Q: 3 clusters Score -2.201535e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 152672 members 
Entering Unmasked Estep 
Score: -22015790.000000 Penalty: 6040.722656
	Iteration 35Q: 3 clusters Score -2.201579e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 154369 members 
Entering Unmasked Estep 
Score: -22016236.000000 Penalty: 6040.722656
	Iteration 36Q: 3 clusters Score -2.201624e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 156033 members 
Entering Unmasked Estep 
Score: -22016702.000000 Penalty: 6040.722656
	Iteration 37Q: 3 clusters Score -2.20167e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 157686 members 
Entering Unmasked Estep 
Score: -22017044.000000 Penalty: 6040.722656
	Iteration 38Q: 3 clusters Score -2.201704e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 159261 members 
Entering Unmasked Estep 
Score: -22017362.000000 Penalty: 6040.722656
	Iteration 39Q: 3 clusters Score -2.201736e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 160798 members 
Entering Unmasked Estep 
Score: -22017796.000000 Penalty: 6040.722656
	Iteration 40F: 3 clusters Score -2.20178e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 162309 members 
Entering Unmasked Estep 
Score: -22018220.000000 Penalty: 6040.722656
	Iteration 41Q: 3 clusters Score -2.201822e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 163767 members 
Entering Unmasked Estep 
Score: -22018602.000000 Penalty: 6040.722656
	Iteration 42Q: 3 clusters Score -2.20186e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 165186 members 
Entering Unmasked Estep 
Score: -22018822.000000 Penalty: 6040.722656
	Iteration 43Q: 3 clusters Score -2.201882e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 166515 members 
Entering Unmasked Estep 
Score: -22019204.000000 Penalty: 6040.722656
	Iteration 44Q: 3 clusters Score -2.20192e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 167845 members 
Entering Unmasked Estep 
Score: -22019450.000000 Penalty: 6040.722656
	Iteration 45Q: 3 clusters Score -2.201945e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 169165 members 
Entering Unmasked Estep 
Score: -22019630.000000 Penalty: 6040.722656
	Iteration 46Q: 3 clusters Score -2.201963e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 170432 members 
Entering Unmasked Estep 
Score: -22019940.000000 Penalty: 6040.722656
	Iteration 47Q: 3 clusters Score -2.201994e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 171714 members 
Entering Unmasked Estep 
Score: -22020166.000000 Penalty: 6040.722656
	Iteration 48Q: 3 clusters Score -2.202017e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 172943 members 
Entering Unmasked Estep 
Score: -22020440.000000 Penalty: 6040.722656
	Iteration 49Q: 3 clusters Score -2.202044e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 174190 members 
Entering Unmasked Estep 
Score: -22020778.000000 Penalty: 6040.722656
	Iteration 50Q: 3 clusters Score -2.202078e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 175446 members 
Entering Unmasked Estep 
Score: -22021060.000000 Penalty: 6040.722656
	Iteration 51Q: 3 clusters Score -2.202106e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 176664 members 
Entering Unmasked Estep 
Score: -22021354.000000 Penalty: 6040.722656
	Iteration 52Q: 3 clusters Score -2.202135e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 177853 members 
Entering Unmasked Estep 
Score: -22021656.000000 Penalty: 6040.722656
	Iteration 53Q: 3 clusters Score -2.202166e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 178987 members 
Entering Unmasked Estep 
Score: -22021982.000000 Penalty: 6040.722656
	Iteration 54Q: 3 clusters Score -2.202198e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 180136 members 
Entering Unmasked Estep 
Score: -22022284.000000 Penalty: 6040.722656
	Iteration 55Q: 3 clusters Score -2.202228e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 181237 members 
Entering Unmasked Estep 
Score: -22022624.000000 Penalty: 6040.722656
	Iteration 56Q: 3 clusters Score -2.202262e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 182266 members 
Entering Unmasked Estep 
Score: -22022972.000000 Penalty: 6040.722656
	Iteration 57Q: 3 clusters Score -2.202297e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 183242 members 
Entering Unmasked Estep 
Score: -22023210.000000 Penalty: 6040.722656
	Iteration 58Q: 3 clusters Score -2.202321e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 184161 members 
Entering Unmasked Estep 
Score: -22023518.000000 Penalty: 6040.722656
	Iteration 59Q: 3 clusters Score -2.202352e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 185025 members 
Entering Unmasked Estep 
Score: -22023702.000000 Penalty: 6040.722656
	Iteration 60F: 3 clusters Score -2.20237e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 185830 members 
Entering Unmasked Estep 
Score: -22023940.000000 Penalty: 6040.722656
	Iteration 61Q: 3 clusters Score -2.202394e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 186553 members 
Entering Unmasked Estep 
Score: -22024182.000000 Penalty: 6040.722656
	Iteration 62Q: 3 clusters Score -2.202418e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 187233 members 
Entering Unmasked Estep 
Score: -22024270.000000 Penalty: 6040.722656
	Iteration 63Q: 3 clusters Score -2.202427e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 187852 members 
Entering Unmasked Estep 
Score: -22024378.000000 Penalty: 6040.722656
	Iteration 64Q: 3 clusters Score -2.202438e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 188384 members 
Entering Unmasked Estep 
Score: -22024442.000000 Penalty: 6040.722656
	Iteration 65Q: 3 clusters Score -2.202444e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 188835 members 
Entering Unmasked Estep 
Score: -22024474.000000 Penalty: 6040.722656
	Iteration 66Q: 3 clusters Score -2.202447e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 189214 members 
Entering Unmasked Estep 
Score: -22024504.000000 Penalty: 6040.722656
	Iteration 67Q: 3 clusters Score -2.20245e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 189531 members 
Entering Unmasked Estep 
Score: -22024654.000000 Penalty: 6040.722656
	Iteration 68Q: 3 clusters Score -2.202465e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 189809 members 
Entering Unmasked Estep 
Score: -22024776.000000 Penalty: 6040.722656
	Iteration 69Q: 3 clusters Score -2.202478e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 190026 members 
Entering Unmasked Estep 
Score: -22024820.000000 Penalty: 6040.722656
	Iteration 70Q: 3 clusters Score -2.202482e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 190213 members 
Entering Unmasked Estep 
Score: -22024858.000000 Penalty: 6040.722656
	Iteration 71Q: 3 clusters Score -2.202486e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 190395 members 
Entering Unmasked Estep 
Score: -22024896.000000 Penalty: 6040.722656
	Iteration 72Q: 3 clusters Score -2.20249e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 190531 members 
Entering Unmasked Estep 
Score: -22024922.000000 Penalty: 6040.722656
	Iteration 73Q: 3 clusters Score -2.202492e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 190639 members 
Entering Unmasked Estep 
Score: -22024890.000000 Penalty: 6040.722656
	Iteration 74Q: 3 clusters Score -2.202489e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 190729 members 
Entering Unmasked Estep 
Score: -22024910.000000 Penalty: 6040.722656
	Iteration 75Q: 3 clusters Score -2.202491e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 190808 members 
Entering Unmasked Estep 
Score: -22024914.000000 Penalty: 6040.722656
	Iteration 76Q: 3 clusters Score -2.202491e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 190877 members 
Entering Unmasked Estep 
Score: -22024912.000000 Penalty: 6040.722656
	Iteration 77Q: 3 clusters Score -2.202491e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 190947 members 
Entering Unmasked Estep 
Score: -22024922.000000 Penalty: 6040.722656
	Iteration 78Q: 3 clusters Score -2.202492e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 191006 members 
Entering Unmasked Estep 
Score: -22024946.000000 Penalty: 6040.722656
	Iteration 79Q: 3 clusters Score -2.202495e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 191066 members 
Entering Unmasked Estep 
Score: -22024958.000000 Penalty: 6040.722656
	Iteration 80F: 3 clusters Score -2.202496e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 191120 members 
Entering Unmasked Estep 
Score: -22024976.000000 Penalty: 6040.722656
	Iteration 81Q: 3 clusters Score -2.202498e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 191188 members 
Entering Unmasked Estep 
Score: -22024962.000000 Penalty: 6040.722656
	Iteration 82Q: 3 clusters Score -2.202496e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 191248 members 
Entering Unmasked Estep 
Score: -22025004.000000 Penalty: 6040.722656
	Iteration 83Q: 3 clusters Score -2.2025e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 191322 members 
Entering Unmasked Estep 
Score: -22025060.000000 Penalty: 6040.722656
	Iteration 84Q: 3 clusters Score -2.202506e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 191397 members 
Entering Unmasked Estep 
Score: -22025170.000000 Penalty: 6040.722656
	Iteration 85Q: 3 clusters Score -2.202517e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 191488 members 
Entering Unmasked Estep 
Score: -22025314.000000 Penalty: 6040.722656
	Iteration 86Q: 3 clusters Score -2.202531e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 191544 members 
Entering Unmasked Estep 
Score: -22025492.000000 Penalty: 6040.722656
	Iteration 87Q: 3 clusters Score -2.202549e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 191574 members 
Entering Unmasked Estep 
Score: -22025650.000000 Penalty: 6040.722656
	Iteration 88Q: 3 clusters Score -2.202565e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 191538 members 
Entering Unmasked Estep 
Score: -22025784.000000 Penalty: 6040.722656
	Iteration 89Q: 3 clusters Score -2.202578e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 191497 members 
Entering Unmasked Estep 
Score: -22025832.000000 Penalty: 6040.722656
	Iteration 90Q: 3 clusters Score -2.202583e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 191448 members 
Entering Unmasked Estep 
Score: -22025874.000000 Penalty: 6040.722656
	Iteration 91Q: 3 clusters Score -2.202587e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 191404 members 
Entering Unmasked Estep 
Score: -22025864.000000 Penalty: 6040.722656
	Iteration 92Q: 3 clusters Score -2.202586e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 191347 members 
Entering Unmasked Estep 
Score: -22025918.000000 Penalty: 6040.722656
	Iteration 93Q: 3 clusters Score -2.202592e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 191299 members 
Entering Unmasked Estep 
Score: -22025900.000000 Penalty: 6040.722656
	Iteration 94Q: 3 clusters Score -2.20259e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 191233 members 
Entering Unmasked Estep 
Score: -22025938.000000 Penalty: 6040.722656
	Iteration 95Q: 3 clusters Score -2.202594e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 191181 members 
Entering Unmasked Estep 
Score: -22025988.000000 Penalty: 6040.722656
	Iteration 96Q: 3 clusters Score -2.202599e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 191139 members 
Entering Unmasked Estep 
Score: -22026022.000000 Penalty: 6040.722656
	Iteration 97Q: 3 clusters Score -2.202602e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 191085 members 
Entering Unmasked Estep 
Score: -22026010.000000 Penalty: 6040.722656
	Iteration 98Q: 3 clusters Score -2.202601e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 191036 members 
Entering Unmasked Estep 
Score: -22026044.000000 Penalty: 6040.722656
	Iteration 99Q: 3 clusters Score -2.202604e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 190984 members 
Entering Unmasked Estep 
Score: -22026056.000000 Penalty: 6040.722656
	Iteration 100F: 3 clusters Score -2.202606e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 190939 members 
Entering Unmasked Estep 
Score: -22026060.000000 Penalty: 6040.722656
	Iteration 101Q: 3 clusters Score -2.202606e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 190891 members 
Entering Unmasked Estep 
Score: -22026094.000000 Penalty: 6040.722656
	Iteration 102Q: 3 clusters Score -2.202609e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 190855 members 
Entering Unmasked Estep 
Score: -22026104.000000 Penalty: 6040.722656
	Iteration 103Q: 3 clusters Score -2.20261e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 190816 members 
Entering Unmasked Estep 
Score: -22026106.000000 Penalty: 6040.722656
	Iteration 104Q: 3 clusters Score -2.202611e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 190767 members 
Entering Unmasked Estep 
Score: -22026136.000000 Penalty: 6040.722656
	Iteration 105Q: 3 clusters Score -2.202614e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 190713 members 
Entering Unmasked Estep 
Score: -22026146.000000 Penalty: 6040.722656
	Iteration 106Q: 3 clusters Score -2.202615e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 190673 members 
Entering Unmasked Estep 
Score: -22026156.000000 Penalty: 6040.722656
	Iteration 107Q: 3 clusters Score -2.202616e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 190627 members 
Entering Unmasked Estep 
Score: -22026196.000000 Penalty: 6040.722656
	Iteration 108Q: 3 clusters Score -2.20262e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 190592 members 
Entering Unmasked Estep 
Score: -22026188.000000 Penalty: 6040.722656
	Iteration 109Q: 3 clusters Score -2.202619e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 190568 members 
Entering Unmasked Estep 
Score: -22026208.000000 Penalty: 6040.722656
	Iteration 110Q: 3 clusters Score -2.202621e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 190541 members 
Entering Unmasked Estep 
Score: -22026192.000000 Penalty: 6040.722656
	Iteration 111Q: 3 clusters Score -2.202619e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 190504 members 
Entering Unmasked Estep 
Score: -22026212.000000 Penalty: 6040.722656
	Iteration 112Q: 3 clusters Score -2.202621e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 190472 members 
Entering Unmasked Estep 
Score: -22026196.000000 Penalty: 6040.722656
	Iteration 113Q: 3 clusters Score -2.20262e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 190429 members 
Entering Unmasked Estep 
Score: -22026204.000000 Penalty: 6040.722656
	Iteration 114Q: 3 clusters Score -2.20262e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 190392 members 
Entering Unmasked Estep 
Score: -22026264.000000 Penalty: 6040.722656
	Iteration 115Q: 3 clusters Score -2.202626e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 190364 members 
Entering Unmasked Estep 
Score: -22026262.000000 Penalty: 6040.722656
	Iteration 116Q: 3 clusters Score -2.202626e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 190337 members 
Entering Unmasked Estep 
Score: -22026266.000000 Penalty: 6040.722656
	Iteration 117Q: 3 clusters Score -2.202627e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 190307 members 
Entering Unmasked Estep 
Score: -22026290.000000 Penalty: 6040.722656
	Iteration 118Q: 3 clusters Score -2.202629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 190286 members 
Entering Unmasked Estep 
Score: -22026296.000000 Penalty: 6040.722656
	Iteration 119Q: 3 clusters Score -2.20263e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 190260 members 
Entering Unmasked Estep 
Score: -22026316.000000 Penalty: 6040.722656
	Iteration 120F: 3 clusters Score -2.202632e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 190231 members 
Entering Unmasked Estep 
Score: -22026316.000000 Penalty: 6040.722656
	Iteration 121Q: 3 clusters Score -2.202632e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 190203 members 
Entering Unmasked Estep 
Score: -22026312.000000 Penalty: 6040.722656
	Iteration 122Q: 3 clusters Score -2.202631e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 190175 members 
Entering Unmasked Estep 
Score: -22026334.000000 Penalty: 6040.722656
	Iteration 123Q: 3 clusters Score -2.202633e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 190155 members 
Entering Unmasked Estep 
Score: -22026338.000000 Penalty: 6040.722656
	Iteration 124Q: 3 clusters Score -2.202634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 190136 members 
Entering Unmasked Estep 
Score: -22026318.000000 Penalty: 6040.722656
	Iteration 125Q: 3 clusters Score -2.202632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 190115 members 
Entering Unmasked Estep 
Score: -22026310.000000 Penalty: 6040.722656
	Iteration 126Q: 3 clusters Score -2.202631e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 190102 members 
Entering Unmasked Estep 
Score: -22026312.000000 Penalty: 6040.722656
	Iteration 127Q: 3 clusters Score -2.202631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 190087 members 
Entering Unmasked Estep 
Score: -22026318.000000 Penalty: 6040.722656
	Iteration 128Q: 3 clusters Score -2.202632e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 190072 members 
Entering Unmasked Estep 
Score: -22026320.000000 Penalty: 6040.722656
	Iteration 129Q: 3 clusters Score -2.202632e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 190049 members 
Entering Unmasked Estep 
Score: -22026322.000000 Penalty: 6040.722656
	Iteration 130Q: 3 clusters Score -2.202632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 190025 members 
Entering Unmasked Estep 
Score: -22026326.000000 Penalty: 6040.722656
	Iteration 131Q: 3 clusters Score -2.202633e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 190004 members 
Entering Unmasked Estep 
Score: -22026324.000000 Penalty: 6040.722656
	Iteration 132Q: 3 clusters Score -2.202632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 189983 members 
Entering Unmasked Estep 
Score: -22026344.000000 Penalty: 6040.722656
	Iteration 133Q: 3 clusters Score -2.202634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 189964 members 
Entering Unmasked Estep 
Score: -22026354.000000 Penalty: 6040.722656
	Iteration 134Q: 3 clusters Score -2.202635e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 189940 members 
Entering Unmasked Estep 
Score: -22026342.000000 Penalty: 6040.722656
	Iteration 135Q: 3 clusters Score -2.202634e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 189911 members 
Entering Unmasked Estep 
Score: -22026346.000000 Penalty: 6040.722656
	Iteration 136Q: 3 clusters Score -2.202635e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 189887 members 
Entering Unmasked Estep 
Score: -22026336.000000 Penalty: 6040.722656
	Iteration 137Q: 3 clusters Score -2.202634e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 189863 members 
Entering Unmasked Estep 
Score: -22026348.000000 Penalty: 6040.722656
	Iteration 138Q: 3 clusters Score -2.202635e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 189840 members 
Entering Unmasked Estep 
Score: -22026366.000000 Penalty: 6040.722656
	Iteration 139Q: 3 clusters Score -2.202637e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 189812 members 
Entering Unmasked Estep 
Score: -22026384.000000 Penalty: 6040.722656
	Iteration 140F: 3 clusters Score -2.202638e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 189777 members 
Entering Unmasked Estep 
Score: -22026372.000000 Penalty: 6040.722656
	Iteration 141Q: 3 clusters Score -2.202637e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 189747 members 
Entering Unmasked Estep 
Score: -22026364.000000 Penalty: 6040.722656
	Iteration 142Q: 3 clusters Score -2.202636e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 189710 members 
Entering Unmasked Estep 
Score: -22026390.000000 Penalty: 6040.722656
	Iteration 143Q: 3 clusters Score -2.202639e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 189674 members 
Entering Unmasked Estep 
Score: -22026416.000000 Penalty: 6040.722656
	Iteration 144Q: 3 clusters Score -2.202642e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 189638 members 
Entering Unmasked Estep 
Score: -22026400.000000 Penalty: 6040.722656
	Iteration 145Q: 3 clusters Score -2.20264e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 189605 members 
Entering Unmasked Estep 
Score: -22026416.000000 Penalty: 6040.722656
	Iteration 146Q: 3 clusters Score -2.202642e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 189574 members 
Entering Unmasked Estep 
Score: -22026416.000000 Penalty: 6040.722656
	Iteration 147Q: 3 clusters Score -2.202642e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 189537 members 
Entering Unmasked Estep 
Score: -22026442.000000 Penalty: 6040.722656
	Iteration 148Q: 3 clusters Score -2.202644e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 189504 members 
Entering Unmasked Estep 
Score: -22026472.000000 Penalty: 6040.722656
	Iteration 149Q: 3 clusters Score -2.202647e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 189470 members 
Entering Unmasked Estep 
Score: -22026490.000000 Penalty: 6040.722656
	Iteration 150Q: 3 clusters Score -2.202649e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 189443 members 
Entering Unmasked Estep 
Score: -22026490.000000 Penalty: 6040.722656
	Iteration 151Q: 3 clusters Score -2.202649e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 189420 members 
Entering Unmasked Estep 
Score: -22026476.000000 Penalty: 6040.722656
	Iteration 152Q: 3 clusters Score -2.202648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 189403 members 
Entering Unmasked Estep 
Score: -22026486.000000 Penalty: 6040.722656
	Iteration 153Q: 3 clusters Score -2.202649e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 189379 members 
Entering Unmasked Estep 
Score: -22026480.000000 Penalty: 6040.722656
	Iteration 154Q: 3 clusters Score -2.202648e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 189351 members 
Entering Unmasked Estep 
Score: -22026500.000000 Penalty: 6040.722656
	Iteration 155Q: 3 clusters Score -2.20265e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 189320 members 
Entering Unmasked Estep 
Score: -22026540.000000 Penalty: 6040.722656
	Iteration 156Q: 3 clusters Score -2.202654e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 189294 members 
Entering Unmasked Estep 
Score: -22026546.000000 Penalty: 6040.722656
	Iteration 157Q: 3 clusters Score -2.202655e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 189272 members 
Entering Unmasked Estep 
Score: -22026554.000000 Penalty: 6040.722656
	Iteration 158Q: 3 clusters Score -2.202655e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 189249 members 
Entering Unmasked Estep 
Score: -22026570.000000 Penalty: 6040.722656
	Iteration 159Q: 3 clusters Score -2.202657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 189230 members 
Entering Unmasked Estep 
Score: -22026570.000000 Penalty: 6040.722656
	Iteration 160F: 3 clusters Score -2.202657e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 189214 members 
Entering Unmasked Estep 
Score: -22026554.000000 Penalty: 6040.722656
	Iteration 161Q: 3 clusters Score -2.202655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 189205 members 
Entering Unmasked Estep 
Score: -22026556.000000 Penalty: 6040.722656
	Iteration 162Q: 3 clusters Score -2.202656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 189188 members 
Entering Unmasked Estep 
Score: -22026550.000000 Penalty: 6040.722656
	Iteration 163Q: 3 clusters Score -2.202655e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 189170 members 
Entering Unmasked Estep 
Score: -22026582.000000 Penalty: 6040.722656
	Iteration 164Q: 3 clusters Score -2.202658e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 189155 members 
Entering Unmasked Estep 
Score: -22026590.000000 Penalty: 6040.722656
	Iteration 165Q: 3 clusters Score -2.202659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 189145 members 
Entering Unmasked Estep 
Score: -22026592.000000 Penalty: 6040.722656
	Iteration 166Q: 3 clusters Score -2.202659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 189136 members 
Entering Unmasked Estep 
Score: -22026592.000000 Penalty: 6040.722656
	Iteration 167Q: 3 clusters Score -2.202659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 189129 members 
Entering Unmasked Estep 
Score: -22026590.000000 Penalty: 6040.722656
	Iteration 168Q: 3 clusters Score -2.202659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 189122 members 
Entering Unmasked Estep 
Score: -22026590.000000 Penalty: 6040.722656
	Iteration 169Q: 3 clusters Score -2.202659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 189113 members 
Entering Unmasked Estep 
Score: -22026578.000000 Penalty: 6040.722656
	Iteration 170Q: 3 clusters Score -2.202658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 189106 members 
Entering Unmasked Estep 
Score: -22026584.000000 Penalty: 6040.722656
	Iteration 171Q: 3 clusters Score -2.202658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 189094 members 
Entering Unmasked Estep 
Score: -22026596.000000 Penalty: 6040.722656
	Iteration 172Q: 3 clusters Score -2.20266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 189088 members 
Entering Unmasked Estep 
Score: -22026592.000000 Penalty: 6040.722656
	Iteration 173Q: 3 clusters Score -2.202659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 189077 members 
Entering Unmasked Estep 
Score: -22026582.000000 Penalty: 6040.722656
	Iteration 174Q: 3 clusters Score -2.202658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 189069 members 
Entering Unmasked Estep 
Score: -22026602.000000 Penalty: 6040.722656
	Iteration 175Q: 3 clusters Score -2.20266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 189060 members 
Entering Unmasked Estep 
Score: -22026588.000000 Penalty: 6040.722656
	Iteration 176Q: 3 clusters Score -2.202659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 189049 members 
Entering Unmasked Estep 
Score: -22026584.000000 Penalty: 6040.722656
	Iteration 177Q: 3 clusters Score -2.202658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 189040 members 
Entering Unmasked Estep 
Score: -22026576.000000 Penalty: 6040.722656
	Iteration 178Q: 3 clusters Score -2.202658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 189033 members 
Entering Unmasked Estep 
Score: -22026582.000000 Penalty: 6040.722656
	Iteration 179Q: 3 clusters Score -2.202658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 189024 members 
Entering Unmasked Estep 
Score: -22026578.000000 Penalty: 6040.722656
	Iteration 180F: 3 clusters Score -2.202658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 189019 members 
Entering Unmasked Estep 
Score: -22026584.000000 Penalty: 6040.722656
	Iteration 181Q: 3 clusters Score -2.202658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 189014 members 
Entering Unmasked Estep 
Score: -22026582.000000 Penalty: 6040.722656
	Iteration 182Q: 3 clusters Score -2.202658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 189007 members 
Entering Unmasked Estep 
Score: -22026596.000000 Penalty: 6040.722656
	Iteration 183Q: 3 clusters Score -2.20266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 188999 members 
Entering Unmasked Estep 
Score: -22026596.000000 Penalty: 6040.722656
	Iteration 184Q: 3 clusters Score -2.20266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 188991 members 
Entering Unmasked Estep 
Score: -22026606.000000 Penalty: 6040.722656
	Iteration 185Q: 3 clusters Score -2.202661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 188986 members 
Entering Unmasked Estep 
Score: -22026606.000000 Penalty: 6040.722656
	Iteration 186Q: 3 clusters Score -2.202661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 188979 members 
Entering Unmasked Estep 
Score: -22026602.000000 Penalty: 6040.722656
	Iteration 187Q: 3 clusters Score -2.20266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 188969 members 
Entering Unmasked Estep 
Score: -22026632.000000 Penalty: 6040.722656
	Iteration 188Q: 3 clusters Score -2.202663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 188960 members 
Entering Unmasked Estep 
Score: -22026618.000000 Penalty: 6040.722656
	Iteration 189Q: 3 clusters Score -2.202662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 188956 members 
Entering Unmasked Estep 
Score: -22026608.000000 Penalty: 6040.722656
	Iteration 190Q: 3 clusters Score -2.202661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 188950 members 
Entering Unmasked Estep 
Score: -22026638.000000 Penalty: 6040.722656
	Iteration 191Q: 3 clusters Score -2.202664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 188943 members 
Entering Unmasked Estep 
Score: -22026630.000000 Penalty: 6040.722656
	Iteration 192Q: 3 clusters Score -2.202663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 188936 members 
Entering Unmasked Estep 
Score: -22026618.000000 Penalty: 6040.722656
	Iteration 193Q: 3 clusters Score -2.202662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 188931 members 
Entering Unmasked Estep 
Score: -22026614.000000 Penalty: 6040.722656
	Iteration 194Q: 3 clusters Score -2.202661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 188926 members 
Entering Unmasked Estep 
Score: -22026624.000000 Penalty: 6040.722656
	Iteration 195Q: 3 clusters Score -2.202662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 188920 members 
Entering Unmasked Estep 
Score: -22026624.000000 Penalty: 6040.722656
	Iteration 196Q: 3 clusters Score -2.202662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 188912 members 
Entering Unmasked Estep 
Score: -22026628.000000 Penalty: 6040.722656
	Iteration 197Q: 3 clusters Score -2.202663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 188904 members 
Entering Unmasked Estep 
Score: -22026628.000000 Penalty: 6040.722656
	Iteration 198Q: 3 clusters Score -2.202663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 188895 members 
Entering Unmasked Estep 
Score: -22026644.000000 Penalty: 6040.722656
	Iteration 199Q: 3 clusters Score -2.202664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 188887 members 
Entering Unmasked Estep 
Score: -22026644.000000 Penalty: 6040.722656
	Iteration 200F: 3 clusters Score -2.202664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 188879 members 
Entering Unmasked Estep 
Score: -22026634.000000 Penalty: 6040.722656
	Iteration 201Q: 3 clusters Score -2.202663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 188870 members 
Entering Unmasked Estep 
Score: -22026638.000000 Penalty: 6040.722656
	Iteration 202Q: 3 clusters Score -2.202664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 188865 members 
Entering Unmasked Estep 
Score: -22026628.000000 Penalty: 6040.722656
	Iteration 203Q: 3 clusters Score -2.202663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 188859 members 
Entering Unmasked Estep 
Score: -22026632.000000 Penalty: 6040.722656
	Iteration 204Q: 3 clusters Score -2.202663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 188856 members 
Entering Unmasked Estep 
Score: -22026664.000000 Penalty: 6040.722656
	Iteration 205Q: 3 clusters Score -2.202666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 188854 members 
Entering Unmasked Estep 
Score: -22026660.000000 Penalty: 6040.722656
	Iteration 206Q: 3 clusters Score -2.202666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 188847 members 
Entering Unmasked Estep 
Score: -22026646.000000 Penalty: 6040.722656
	Iteration 207Q: 3 clusters Score -2.202665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 188840 members 
Entering Unmasked Estep 
Score: -22026644.000000 Penalty: 6040.722656
	Iteration 208Q: 3 clusters Score -2.202664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 188831 members 
Entering Unmasked Estep 
Score: -22026636.000000 Penalty: 6040.722656
	Iteration 209Q: 3 clusters Score -2.202664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 188826 members 
Entering Unmasked Estep 
Score: -22026638.000000 Penalty: 6040.722656
	Iteration 210Q: 3 clusters Score -2.202664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 188821 members 
Entering Unmasked Estep 
Score: -22026640.000000 Penalty: 6040.722656
	Iteration 211Q: 3 clusters Score -2.202664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 188819 members 
Entering Unmasked Estep 
Score: -22026650.000000 Penalty: 6040.722656
	Iteration 212Q: 3 clusters Score -2.202665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 188818 members 
Entering Unmasked Estep 
Score: -22026648.000000 Penalty: 6040.722656
	Iteration 213Q: 3 clusters Score -2.202665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 188817 members 
Entering Unmasked Estep 
Score: -22026648.000000 Penalty: 6040.722656
	Iteration 214Q: 3 clusters Score -2.202665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 188816 members 
Entering Unmasked Estep 
Score: -22026654.000000 Penalty: 6040.722656
	Iteration 215Q: 3 clusters Score -2.202665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 188816 members 
Entering Unmasked Estep 
Score: -22026654.000000 Penalty: 6040.722656
	Iteration 216F: 3 clusters Score -2.202665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 41375 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 967 members 
Mstep: Class 8 contains 1036 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 5818 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 13 contains 149 members 
Mstep: Class 14 contains 13083 members 
Mstep: Class 15 contains 9189 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 73565 members 
Mstep: Class 18 contains 251413 members 
Mstep: Class 19 contains 188816 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70752192.000000 Penalty: 66254.992188
Splitting cluster 11 changes total score from -70751880.000000 to -70752192.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 12 (17899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Entering Unmasked Estep 
Score: -2072463.125000 Penalty: 2428.540039
	Iteration 0F: 2 clusters Score -2072463 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 8879 members 
Entering Unmasked Estep 
Score: -2059719.750000 Penalty: 4857.080078
	Iteration 0F: 3 clusters Score -2059720 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2063952.250000 Penalty: 4857.080078
	Iteration 1F: 3 clusters Score -2063952 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2064463.500000 Penalty: 4857.080078
	Iteration 2F: 3 clusters Score -2064464 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2064874.500000 Penalty: 4857.080078
	Iteration 3F: 3 clusters Score -2064874 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2065277.250000 Penalty: 4857.080078
	Iteration 4Q: 3 clusters Score -2065277 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2065627.375000 Penalty: 4857.080078
	Iteration 5Q: 3 clusters Score -2065627 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2065928.625000 Penalty: 4857.080078
	Iteration 6Q: 3 clusters Score -2065929 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2066222.625000 Penalty: 4857.080078
	Iteration 7Q: 3 clusters Score -2066223 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2066527.750000 Penalty: 4857.080078
	Iteration 8Q: 3 clusters Score -2066528 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2066856.750000 Penalty: 4857.080078
	Iteration 9Q: 3 clusters Score -2066857 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2067248.500000 Penalty: 4857.080078
	Iteration 10Q: 3 clusters Score -2067248 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2067721.750000 Penalty: 4857.080078
	Iteration 11Q: 3 clusters Score -2067722 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2068208.750000 Penalty: 4857.080078
	Iteration 12Q: 3 clusters Score -2068209 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2068745.750000 Penalty: 4857.080078
	Iteration 13Q: 3 clusters Score -2068746 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2069223.375000 Penalty: 4857.080078
	Iteration 14Q: 3 clusters Score -2069223 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2069646.625000 Penalty: 4857.080078
	Iteration 15Q: 3 clusters Score -2069647 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2069955.625000 Penalty: 4857.080078
	Iteration 16Q: 3 clusters Score -2069956 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2070173.000000 Penalty: 4857.080078
	Iteration 17Q: 3 clusters Score -2070173 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2070328.375000 Penalty: 4857.080078
	Iteration 18Q: 3 clusters Score -2070328 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2070472.625000 Penalty: 4857.080078
	Iteration 19Q: 3 clusters Score -2070473 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2070558.500000 Penalty: 4857.080078
	Iteration 20F: 3 clusters Score -2070558 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2070651.875000 Penalty: 4857.080078
	Iteration 21Q: 3 clusters Score -2070652 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2070736.250000 Penalty: 4857.080078
	Iteration 22Q: 3 clusters Score -2070736 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2070818.625000 Penalty: 4857.080078
	Iteration 23Q: 3 clusters Score -2070819 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2070878.000000 Penalty: 4857.080078
	Iteration 24Q: 3 clusters Score -2070878 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2070958.875000 Penalty: 4857.080078
	Iteration 25Q: 3 clusters Score -2070959 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2071009.125000 Penalty: 4857.080078
	Iteration 26Q: 3 clusters Score -2071009 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2071057.125000 Penalty: 4857.080078
	Iteration 27Q: 3 clusters Score -2071057 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2071106.750000 Penalty: 4857.080078
	Iteration 28Q: 3 clusters Score -2071107 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2071148.875000 Penalty: 4857.080078
	Iteration 29Q: 3 clusters Score -2071149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2071185.250000 Penalty: 4857.080078
	Iteration 30Q: 3 clusters Score -2071185 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2071216.875000 Penalty: 4857.080078
	Iteration 31Q: 3 clusters Score -2071217 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2071241.875000 Penalty: 4857.080078
	Iteration 32Q: 3 clusters Score -2071242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2071256.000000 Penalty: 4857.080078
	Iteration 33Q: 3 clusters Score -2071256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2071264.125000 Penalty: 4857.080078
	Iteration 34Q: 3 clusters Score -2071264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2071282.375000 Penalty: 4857.080078
	Iteration 35Q: 3 clusters Score -2071282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2071291.000000 Penalty: 4857.080078
	Iteration 36Q: 3 clusters Score -2071291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2071303.250000 Penalty: 4857.080078
	Iteration 37Q: 3 clusters Score -2071303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2071315.625000 Penalty: 4857.080078
	Iteration 38Q: 3 clusters Score -2071316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2071321.875000 Penalty: 4857.080078
	Iteration 39Q: 3 clusters Score -2071322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2071328.000000 Penalty: 4857.080078
	Iteration 40F: 3 clusters Score -2071328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2071335.125000 Penalty: 4857.080078
	Iteration 41Q: 3 clusters Score -2071335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2071339.250000 Penalty: 4857.080078
	Iteration 42Q: 3 clusters Score -2071339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2071343.625000 Penalty: 4857.080078
	Iteration 43Q: 3 clusters Score -2071344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2071345.625000 Penalty: 4857.080078
	Iteration 44Q: 3 clusters Score -2071346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2071347.250000 Penalty: 4857.080078
	Iteration 45Q: 3 clusters Score -2071347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2071349.250000 Penalty: 4857.080078
	Iteration 46Q: 3 clusters Score -2071349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2071349.625000 Penalty: 4857.080078
	Iteration 47Q: 3 clusters Score -2071350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2071350.625000 Penalty: 4857.080078
	Iteration 48Q: 3 clusters Score -2071351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2071350.625000 Penalty: 4857.080078
	Iteration 49F: 3 clusters Score -2071351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Entering Unmasked Estep 
Score: -1009934.000000 Penalty: 2263.188965
	Iteration 0F: 2 clusters Score -1009934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1002757.750000 Penalty: 4526.377930
	Iteration 0F: 3 clusters Score -1002758 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1004917.687500 Penalty: 4526.377930
	Iteration 1F: 3 clusters Score -1004918 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1005465.625000 Penalty: 4526.377930
	Iteration 2F: 3 clusters Score -1005466 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1006092.562500 Penalty: 4526.377930
	Iteration 3F: 3 clusters Score -1006093 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1006839.062500 Penalty: 4526.377930
	Iteration 4F: 3 clusters Score -1006839 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1007554.062500 Penalty: 4526.377930
	Iteration 5F: 3 clusters Score -1007554 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1008084.125000 Penalty: 4526.377930
	Iteration 6F: 3 clusters Score -1008084 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1008433.062500 Penalty: 4526.377930
	Iteration 7F: 3 clusters Score -1008433 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1008647.062500 Penalty: 4526.377930
	Iteration 8Q: 3 clusters Score -1008647 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1008753.000000 Penalty: 4526.377930
	Iteration 9Q: 3 clusters Score -1008753 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1008819.062500 Penalty: 4526.377930
	Iteration 10Q: 3 clusters Score -1008819 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1008862.562500 Penalty: 4526.377930
	Iteration 11Q: 3 clusters Score -1008863 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1008890.125000 Penalty: 4526.377930
	Iteration 12Q: 3 clusters Score -1008890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1008903.437500 Penalty: 4526.377930
	Iteration 13Q: 3 clusters Score -1008903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1008909.000000 Penalty: 4526.377930
	Iteration 14Q: 3 clusters Score -1008909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1008916.875000 Penalty: 4526.377930
	Iteration 15Q: 3 clusters Score -1008917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1008922.187500 Penalty: 4526.377930
	Iteration 16Q: 3 clusters Score -1008922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1008927.750000 Penalty: 4526.377930
	Iteration 17Q: 3 clusters Score -1008928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1008933.500000 Penalty: 4526.377930
	Iteration 18Q: 3 clusters Score -1008934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1008932.187500 Penalty: 4526.377930
	Iteration 19Q: 3 clusters Score -1008932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1008932.375000 Penalty: 4526.377930
	Iteration 20F: 3 clusters Score -1008932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1008934.750000 Penalty: 4526.377930
	Iteration 21Q: 3 clusters Score -1008935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1008935.187500 Penalty: 4526.377930
	Iteration 22Q: 3 clusters Score -1008935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1008936.312500 Penalty: 4526.377930
	Iteration 23Q: 3 clusters Score -1008936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1008935.375000 Penalty: 4526.377930
	Iteration 24Q: 3 clusters Score -1008935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1008935.687500 Penalty: 4526.377930
	Iteration 25Q: 3 clusters Score -1008936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1008936.687500 Penalty: 4526.377930
	Iteration 26Q: 3 clusters Score -1008937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1008936.437500 Penalty: 4526.377930
	Iteration 27Q: 3 clusters Score -1008936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1008935.750000 Penalty: 4526.377930
	Iteration 28Q: 3 clusters Score -1008936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1008935.750000 Penalty: 4526.377930
	Iteration 29F: 3 clusters Score -1008936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -379311.281250 Penalty: 2014.715942
	Iteration 0F: 2 clusters Score -379311.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -375800.531250 Penalty: 4029.431885
	Iteration 0F: 3 clusters Score -375800.5 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -376526.875000 Penalty: 4029.431885
	Iteration 1F: 3 clusters Score -376526.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -376709.125000 Penalty: 4029.431885
	Iteration 2F: 3 clusters Score -376709.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -376795.781250 Penalty: 4029.431885
	Iteration 3Q: 3 clusters Score -376795.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -376845.312500 Penalty: 4029.431885
	Iteration 4Q: 3 clusters Score -376845.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -376875.875000 Penalty: 4029.431885
	Iteration 5Q: 3 clusters Score -376875.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -376900.562500 Penalty: 4029.431885
	Iteration 6Q: 3 clusters Score -376900.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -376923.281250 Penalty: 4029.431885
	Iteration 7Q: 3 clusters Score -376923.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -376945.062500 Penalty: 4029.431885
	Iteration 8Q: 3 clusters Score -376945.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -376959.656250 Penalty: 4029.431885
	Iteration 9Q: 3 clusters Score -376959.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -376972.718750 Penalty: 4029.431885
	Iteration 10Q: 3 clusters Score -376972.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -376985.812500 Penalty: 4029.431885
	Iteration 11Q: 3 clusters Score -376985.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -376995.406250 Penalty: 4029.431885
	Iteration 12Q: 3 clusters Score -376995.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -377004.312500 Penalty: 4029.431885
	Iteration 13Q: 3 clusters Score -377004.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -377010.125000 Penalty: 4029.431885
	Iteration 14Q: 3 clusters Score -377010.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -377013.656250 Penalty: 4029.431885
	Iteration 15Q: 3 clusters Score -377013.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -377015.968750 Penalty: 4029.431885
	Iteration 16Q: 3 clusters Score -377016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -377019.281250 Penalty: 4029.431885
	Iteration 17Q: 3 clusters Score -377019.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -377023.562500 Penalty: 4029.431885
	Iteration 18Q: 3 clusters Score -377023.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -377027.468750 Penalty: 4029.431885
	Iteration 19Q: 3 clusters Score -377027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -377028.593750 Penalty: 4029.431885
	Iteration 20F: 3 clusters Score -377028.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -377031.968750 Penalty: 4029.431885
	Iteration 21Q: 3 clusters Score -377032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -377037.187500 Penalty: 4029.431885
	Iteration 22Q: 3 clusters Score -377037.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -377044.718750 Penalty: 4029.431885
	Iteration 23Q: 3 clusters Score -377044.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -377050.625000 Penalty: 4029.431885
	Iteration 24Q: 3 clusters Score -377050.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -377057.781250 Penalty: 4029.431885
	Iteration 25Q: 3 clusters Score -377057.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -377063.968750 Penalty: 4029.431885
	Iteration 26Q: 3 clusters Score -377064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -377068.156250 Penalty: 4029.431885
	Iteration 27Q: 3 clusters Score -377068.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -377075.343750 Penalty: 4029.431885
	Iteration 28Q: 3 clusters Score -377075.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -377078.843750 Penalty: 4029.431885
	Iteration 29Q: 3 clusters Score -377078.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -377080.406250 Penalty: 4029.431885
	Iteration 30Q: 3 clusters Score -377080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -377080.500000 Penalty: 4029.431885
	Iteration 31Q: 3 clusters Score -377080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -377081.875000 Penalty: 4029.431885
	Iteration 32Q: 3 clusters Score -377081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -377081.125000 Penalty: 4029.431885
	Iteration 33Q: 3 clusters Score -377081.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -377081.562500 Penalty: 4029.431885
	Iteration 34Q: 3 clusters Score -377081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -377081.562500 Penalty: 4029.431885
	Iteration 35F: 3 clusters Score -377081.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (73565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73565 members 
Entering Unmasked Estep 
Score: -8366224.000000 Penalty: 2779.069336
	Iteration 0F: 2 clusters Score -8366224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -8316870.500000 Penalty: 5558.138672
	Iteration 0F: 3 clusters Score -8316870 nChanged 34421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -8336421.000000 Penalty: 5558.138672
	Iteration 1F: 3 clusters Score -8336421 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -8337168.000000 Penalty: 5558.138672
	Iteration 2Q: 3 clusters Score -8337168 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -8338115.500000 Penalty: 5558.138672
	Iteration 3Q: 3 clusters Score -8338116 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -8339345.500000 Penalty: 5558.138672
	Iteration 4Q: 3 clusters Score -8339346 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -8341276.500000 Penalty: 5558.138672
	Iteration 5F: 3 clusters Score -8341276 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -8343935.000000 Penalty: 5558.138672
	Iteration 6F: 3 clusters Score -8343935 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -8347501.500000 Penalty: 5558.138672
	Iteration 7F: 3 clusters Score -8347502 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -8351592.500000 Penalty: 5558.138672
	Iteration 8F: 3 clusters Score -8351592 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -8355333.000000 Penalty: 5558.138672
	Iteration 9F: 3 clusters Score -8355333 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -8358086.500000 Penalty: 5558.138672
	Iteration 10Q: 3 clusters Score -8358086 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -8359809.000000 Penalty: 5558.138672
	Iteration 11Q: 3 clusters Score -8359809 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -8360851.000000 Penalty: 5558.138672
	Iteration 12Q: 3 clusters Score -8360851 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -8361538.000000 Penalty: 5558.138672
	Iteration 13Q: 3 clusters Score -8361538 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -8362043.000000 Penalty: 5558.138672
	Iteration 14Q: 3 clusters Score -8362043 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -8362412.000000 Penalty: 5558.138672
	Iteration 15Q: 3 clusters Score -8362412 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -8362784.500000 Penalty: 5558.138672
	Iteration 16Q: 3 clusters Score -8362784 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -8363056.500000 Penalty: 5558.138672
	Iteration 17Q: 3 clusters Score -8363056 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -8363299.500000 Penalty: 5558.138672
	Iteration 18Q: 3 clusters Score -8363300 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -8363511.500000 Penalty: 5558.138672
	Iteration 19Q: 3 clusters Score -8363512 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -8363620.500000 Penalty: 5558.138672
	Iteration 20F: 3 clusters Score -8363620 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -8363711.000000 Penalty: 5558.138672
	Iteration 21Q: 3 clusters Score -8363711 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -8363811.000000 Penalty: 5558.138672
	Iteration 22Q: 3 clusters Score -8363811 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -8363883.000000 Penalty: 5558.138672
	Iteration 23Q: 3 clusters Score -8363883 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -8363935.000000 Penalty: 5558.138672
	Iteration 24Q: 3 clusters Score -8363935 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70400 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8363987.500000 Penalty: 5558.138672
	Iteration 25Q: 3 clusters Score -8363988 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70564 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -8364040.000000 Penalty: 5558.138672
	Iteration 26Q: 3 clusters Score -8364040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -8364076.500000 Penalty: 5558.138672
	Iteration 27Q: 3 clusters Score -8364076 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -8364087.500000 Penalty: 5558.138672
	Iteration 28Q: 3 clusters Score -8364088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -8364098.500000 Penalty: 5558.138672
	Iteration 29Q: 3 clusters Score -8364098 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70922 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8364111.500000 Penalty: 5558.138672
	Iteration 30Q: 3 clusters Score -8364112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8364122.500000 Penalty: 5558.138672
	Iteration 31Q: 3 clusters Score -8364122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8364142.500000 Penalty: 5558.138672
	Iteration 32Q: 3 clusters Score -8364142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -8364159.500000 Penalty: 5558.138672
	Iteration 33Q: 3 clusters Score -8364160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71095 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8364157.500000 Penalty: 5558.138672
	Iteration 34Q: 3 clusters Score -8364158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -8364172.000000 Penalty: 5558.138672
	Iteration 35Q: 3 clusters Score -8364172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8364163.000000 Penalty: 5558.138672
	Iteration 36Q: 3 clusters Score -8364163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8364182.000000 Penalty: 5558.138672
	Iteration 37Q: 3 clusters Score -8364182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8364187.500000 Penalty: 5558.138672
	Iteration 38Q: 3 clusters Score -8364188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8364189.500000 Penalty: 5558.138672
	Iteration 39Q: 3 clusters Score -8364190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8364187.000000 Penalty: 5558.138672
	Iteration 40F: 3 clusters Score -8364187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8364192.000000 Penalty: 5558.138672
	Iteration 41Q: 3 clusters Score -8364192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8364189.000000 Penalty: 5558.138672
	Iteration 42Q: 3 clusters Score -8364189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -8364199.500000 Penalty: 5558.138672
	Iteration 43Q: 3 clusters Score -8364200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71214 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -8364196.500000 Penalty: 5558.138672
	Iteration 44Q: 3 clusters Score -8364196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8364199.000000 Penalty: 5558.138672
	Iteration 45Q: 3 clusters Score -8364199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8364201.500000 Penalty: 5558.138672
	Iteration 46Q: 3 clusters Score -8364202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8364194.500000 Penalty: 5558.138672
	Iteration 47Q: 3 clusters Score -8364194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8364199.000000 Penalty: 5558.138672
	Iteration 48Q: 3 clusters Score -8364199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71241 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8364203.000000 Penalty: 5558.138672
	Iteration 49Q: 3 clusters Score -8364203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8364210.500000 Penalty: 5558.138672
	Iteration 50Q: 3 clusters Score -8364210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -8364215.000000 Penalty: 5558.138672
	Iteration 51Q: 3 clusters Score -8364215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71270 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8364223.500000 Penalty: 5558.138672
	Iteration 52Q: 3 clusters Score -8364224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8364232.500000 Penalty: 5558.138672
	Iteration 53Q: 3 clusters Score -8364232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8364222.500000 Penalty: 5558.138672
	Iteration 54Q: 3 clusters Score -8364222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71290 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8364222.500000 Penalty: 5558.138672
	Iteration 55Q: 3 clusters Score -8364222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8364227.500000 Penalty: 5558.138672
	Iteration 56Q: 3 clusters Score -8364228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8364227.000000 Penalty: 5558.138672
	Iteration 57Q: 3 clusters Score -8364227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8364226.500000 Penalty: 5558.138672
	Iteration 58Q: 3 clusters Score -8364226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71318 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8364237.000000 Penalty: 5558.138672
	Iteration 59Q: 3 clusters Score -8364237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -8364241.500000 Penalty: 5558.138672
	Iteration 60F: 3 clusters Score -8364242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8364244.000000 Penalty: 5558.138672
	Iteration 61Q: 3 clusters Score -8364244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71331 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8364241.000000 Penalty: 5558.138672
	Iteration 62Q: 3 clusters Score -8364241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8364241.500000 Penalty: 5558.138672
	Iteration 63Q: 3 clusters Score -8364242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71340 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8364247.000000 Penalty: 5558.138672
	Iteration 64Q: 3 clusters Score -8364247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8364243.500000 Penalty: 5558.138672
	Iteration 65Q: 3 clusters Score -8364244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8364247.500000 Penalty: 5558.138672
	Iteration 66Q: 3 clusters Score -8364248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -8364240.000000 Penalty: 5558.138672
	Iteration 67Q: 3 clusters Score -8364240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71367 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8364240.500000 Penalty: 5558.138672
	Iteration 68Q: 3 clusters Score -8364240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71373 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -8364253.000000 Penalty: 5558.138672
	Iteration 69Q: 3 clusters Score -8364253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8364253.000000 Penalty: 5558.138672
	Iteration 70Q: 3 clusters Score -8364253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71381 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8364253.000000 Penalty: 5558.138672
	Iteration 71Q: 3 clusters Score -8364253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -8364254.000000 Penalty: 5558.138672
	Iteration 72Q: 3 clusters Score -8364254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8364245.500000 Penalty: 5558.138672
	Iteration 73Q: 3 clusters Score -8364246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8364247.000000 Penalty: 5558.138672
	Iteration 74Q: 3 clusters Score -8364247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8364254.000000 Penalty: 5558.138672
	Iteration 75Q: 3 clusters Score -8364254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8364256.000000 Penalty: 5558.138672
	Iteration 76Q: 3 clusters Score -8364256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8364261.500000 Penalty: 5558.138672
	Iteration 77Q: 3 clusters Score -8364262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8364262.000000 Penalty: 5558.138672
	Iteration 78Q: 3 clusters Score -8364262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8364261.000000 Penalty: 5558.138672
	Iteration 79Q: 3 clusters Score -8364261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71428 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8364257.500000 Penalty: 5558.138672
	Iteration 80F: 3 clusters Score -8364258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (251413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251413 members 
Entering Unmasked Estep 
Score: -28613558.000000 Penalty: 3083.843506
	Iteration 0F: 2 clusters Score -2.861356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125652 members 
Mstep: Class 2 contains 125761 members 
Entering Unmasked Estep 
Score: -28453164.000000 Penalty: 6167.687012
	Iteration 0F: 3 clusters Score -2.845316e+07 nChanged 121555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126639 members 
Mstep: Class 2 contains 124774 members 
Entering Unmasked Estep 
Score: -28523794.000000 Penalty: 6167.687012
	Iteration 1F: 3 clusters Score -2.852379e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127461 members 
Mstep: Class 2 contains 123952 members 
Entering Unmasked Estep 
Score: -28524992.000000 Penalty: 6167.687012
	Iteration 2Q: 3 clusters Score -2.852499e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128778 members 
Mstep: Class 2 contains 122635 members 
Entering Unmasked Estep 
Score: -28526108.000000 Penalty: 6167.687012
	Iteration 3Q: 3 clusters Score -2.852611e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130804 members 
Mstep: Class 2 contains 120609 members 
Entering Unmasked Estep 
Score: -28527846.000000 Penalty: 6167.687012
	Iteration 4Q: 3 clusters Score -2.852785e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133837 members 
Mstep: Class 2 contains 117576 members 
Entering Unmasked Estep 
Score: -28529838.000000 Penalty: 6167.687012
	Iteration 5Q: 3 clusters Score -2.852984e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138457 members 
Mstep: Class 2 contains 112956 members 
Entering Unmasked Estep 
Score: -28532466.000000 Penalty: 6167.687012
	Iteration 6Q: 3 clusters Score -2.853247e+07 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144982 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -28535922.000000 Penalty: 6167.687012
	Iteration 7Q: 3 clusters Score -2.853592e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154151 members 
Mstep: Class 2 contains 97262 members 
Entering Unmasked Estep 
Score: -28540918.000000 Penalty: 6167.687012
	Iteration 8Q: 3 clusters Score -2.854092e+07 nChanged 13895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166318 members 
Mstep: Class 2 contains 85095 members 
Entering Unmasked Estep 
Score: -28548388.000000 Penalty: 6167.687012
	Iteration 9F: 3 clusters Score -2.854839e+07 nChanged 16106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181544 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -28559248.000000 Penalty: 6167.687012
	Iteration 10F: 3 clusters Score -2.855925e+07 nChanged 17188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198356 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -28572588.000000 Penalty: 6167.687012
	Iteration 11F: 3 clusters Score -2.857259e+07 nChanged 16241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214451 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -28585764.000000 Penalty: 6167.687012
	Iteration 12F: 3 clusters Score -2.858576e+07 nChanged 12277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226616 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -28595970.000000 Penalty: 6167.687012
	Iteration 13Q: 3 clusters Score -2.859597e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234313 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -28602380.000000 Penalty: 6167.687012
	Iteration 14Q: 3 clusters Score -2.860238e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238931 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -28606106.000000 Penalty: 6167.687012
	Iteration 15Q: 3 clusters Score -2.860611e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241944 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -28608384.000000 Penalty: 6167.687012
	Iteration 16Q: 3 clusters Score -2.860838e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244018 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -28609858.000000 Penalty: 6167.687012
	Iteration 17Q: 3 clusters Score -2.860986e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245409 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -28610924.000000 Penalty: 6167.687012
	Iteration 18Q: 3 clusters Score -2.861092e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246363 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -28611574.000000 Penalty: 6167.687012
	Iteration 19Q: 3 clusters Score -2.861157e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246992 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -28612036.000000 Penalty: 6167.687012
	Iteration 20F: 3 clusters Score -2.861204e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247411 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -28612254.000000 Penalty: 6167.687012
	Iteration 21Q: 3 clusters Score -2.861225e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247762 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -28612470.000000 Penalty: 6167.687012
	Iteration 22Q: 3 clusters Score -2.861247e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247986 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -28612644.000000 Penalty: 6167.687012
	Iteration 23Q: 3 clusters Score -2.861264e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248145 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -28612704.000000 Penalty: 6167.687012
	Iteration 24Q: 3 clusters Score -2.86127e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248268 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -28612758.000000 Penalty: 6167.687012
	Iteration 25Q: 3 clusters Score -2.861276e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248350 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -28612768.000000 Penalty: 6167.687012
	Iteration 26Q: 3 clusters Score -2.861277e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248407 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -28612794.000000 Penalty: 6167.687012
	Iteration 27Q: 3 clusters Score -2.861279e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248443 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -28612814.000000 Penalty: 6167.687012
	Iteration 28Q: 3 clusters Score -2.861281e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248473 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -28612818.000000 Penalty: 6167.687012
	Iteration 29Q: 3 clusters Score -2.861282e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248495 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -28612794.000000 Penalty: 6167.687012
	Iteration 30Q: 3 clusters Score -2.861279e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248508 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -28612786.000000 Penalty: 6167.687012
	Iteration 31Q: 3 clusters Score -2.861279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248519 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -28612788.000000 Penalty: 6167.687012
	Iteration 32Q: 3 clusters Score -2.861279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248521 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -28612772.000000 Penalty: 6167.687012
	Iteration 33Q: 3 clusters Score -2.861277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248528 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -28612792.000000 Penalty: 6167.687012
	Iteration 34Q: 3 clusters Score -2.861279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248534 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -28612782.000000 Penalty: 6167.687012
	Iteration 35Q: 3 clusters Score -2.861278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248540 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -28612804.000000 Penalty: 6167.687012
	Iteration 36Q: 3 clusters Score -2.86128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248547 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -28612772.000000 Penalty: 6167.687012
	Iteration 37Q: 3 clusters Score -2.861277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248553 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -28612794.000000 Penalty: 6167.687012
	Iteration 38Q: 3 clusters Score -2.861279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248559 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -28612792.000000 Penalty: 6167.687012
	Iteration 39Q: 3 clusters Score -2.861279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248566 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -28612816.000000 Penalty: 6167.687012
	Iteration 40F: 3 clusters Score -2.861282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248569 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -28612814.000000 Penalty: 6167.687012
	Iteration 41Q: 3 clusters Score -2.861281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248569 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -28612820.000000 Penalty: 6167.687012
	Iteration 42Q: 3 clusters Score -2.861282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248571 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -28612826.000000 Penalty: 6167.687012
	Iteration 43Q: 3 clusters Score -2.861283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248572 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -28612830.000000 Penalty: 6167.687012
	Iteration 44Q: 3 clusters Score -2.861283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248577 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -28612838.000000 Penalty: 6167.687012
	Iteration 45Q: 3 clusters Score -2.861284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248583 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -28612844.000000 Penalty: 6167.687012
	Iteration 46Q: 3 clusters Score -2.861284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248585 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -28612858.000000 Penalty: 6167.687012
	Iteration 47Q: 3 clusters Score -2.861286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248586 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -28612854.000000 Penalty: 6167.687012
	Iteration 48Q: 3 clusters Score -2.861285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248586 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -28612826.000000 Penalty: 6167.687012
	Iteration 49Q: 3 clusters Score -2.861283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248586 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -28612826.000000 Penalty: 6167.687012
	Iteration 50F: 3 clusters Score -2.861283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -52427.960938 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -52427.96 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 272 members 
Entering Unmasked Estep 
Score: -50871.425781 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -50871.43 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51082.046875 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -51082.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51148.726562 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -51148.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51183.312500 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -51183.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51214.539062 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -51214.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51233.792969 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -51233.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51243.472656 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -51243.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51249.621094 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -51249.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51256.812500 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -51256.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51263.578125 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -51263.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51265.125000 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -51265.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51266.003906 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -51266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51266.003906 Penalty: 3131.519775
	Iteration 12F: 3 clusters Score -51266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 41375 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 967 members 
Mstep: Class 8 contains 1036 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 5818 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 15 contains 9189 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 73565 members 
Mstep: Class 18 contains 251413 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2990.435791 but Gain 3312.753906
Score: -70753432.000000 Penalty: 62942.238281
Iteration 79Q: 20 clusters Score -7.075343e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41387 members 
Mstep: Class 4 contains 3050 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 17921 members 
Mstep: Class 14 contains 13053 members 
Mstep: Class 15 contains 9180 members 
Mstep: Class 16 contains 3377 members 
Mstep: Class 17 contains 73605 members 
Mstep: Class 18 contains 251931 members 
Mstep: Class 19 contains 187952 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70755800.000000 Penalty: 62942.238281
Iteration 80F: 20 clusters Score -7.07558e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41412 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 17889 members 
Mstep: Class 14 contains 13518 members 
Mstep: Class 15 contains 9173 members 
Mstep: Class 16 contains 3375 members 
Mstep: Class 17 contains 73394 members 
Mstep: Class 18 contains 251530 members 
Mstep: Class 19 contains 187847 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756080.000000 Penalty: 62942.238281
Iteration 81Q: 20 clusters Score -7.075608e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41434 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 842 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 6478 members 
Mstep: Class 12 contains 17880 members 
Mstep: Class 14 contains 13842 members 
Mstep: Class 15 contains 9166 members 
Mstep: Class 16 contains 3361 members 
Mstep: Class 17 contains 73197 members 
Mstep: Class 18 contains 251129 members 
Mstep: Class 19 contains 187798 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756288.000000 Penalty: 62942.238281
Iteration 82Q: 20 clusters Score -7.075629e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41454 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 835 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 6725 members 
Mstep: Class 12 contains 17877 members 
Mstep: Class 14 contains 14082 members 
Mstep: Class 15 contains 9164 members 
Mstep: Class 16 contains 3349 members 
Mstep: Class 17 contains 73038 members 
Mstep: Class 18 contains 250749 members 
Mstep: Class 19 contains 187723 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756600.000000 Penalty: 62942.238281
Iteration 83Q: 20 clusters Score -7.07566e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41463 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 6986 members 
Mstep: Class 12 contains 17875 members 
Mstep: Class 14 contains 14262 members 
Mstep: Class 15 contains 9160 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 72870 members 
Mstep: Class 18 contains 250390 members 
Mstep: Class 19 contains 187674 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756920.000000 Penalty: 62942.238281
Iteration 84Q: 20 clusters Score -7.075692e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41464 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 7287 members 
Mstep: Class 12 contains 17880 members 
Mstep: Class 14 contains 14427 members 
Mstep: Class 15 contains 9152 members 
Mstep: Class 16 contains 3326 members 
Mstep: Class 17 contains 72678 members 
Mstep: Class 18 contains 250036 members 
Mstep: Class 19 contains 187624 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70757416.000000 Penalty: 62942.238281
Iteration 85Q: 20 clusters Score -7.075742e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41460 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 7604 members 
Mstep: Class 12 contains 17870 members 
Mstep: Class 14 contains 14575 members 
Mstep: Class 15 contains 9137 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 72481 members 
Mstep: Class 18 contains 249682 members 
Mstep: Class 19 contains 187598 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70757784.000000 Penalty: 62942.238281
Iteration 86Q: 20 clusters Score -7.075778e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41447 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 834 members 
Mstep: Class 8 contains 1135 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 7938 members 
Mstep: Class 12 contains 17871 members 
Mstep: Class 14 contains 14710 members 
Mstep: Class 15 contains 9123 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 72291 members 
Mstep: Class 18 contains 249361 members 
Mstep: Class 19 contains 187529 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70758088.000000 Penalty: 62942.238281
Iteration 87Q: 20 clusters Score -7.075809e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41444 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 833 members 
Mstep: Class 8 contains 1143 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 8261 members 
Mstep: Class 12 contains 17868 members 
Mstep: Class 14 contains 14812 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 3322 members 
Mstep: Class 17 contains 72118 members 
Mstep: Class 18 contains 249031 members 
Mstep: Class 19 contains 187483 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70758264.000000 Penalty: 62942.238281
Iteration 88Q: 20 clusters Score -7.075826e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41442 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 833 members 
Mstep: Class 8 contains 1148 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 8626 members 
Mstep: Class 12 contains 17868 members 
Mstep: Class 14 contains 14913 members 
Mstep: Class 15 contains 9105 members 
Mstep: Class 16 contains 3315 members 
Mstep: Class 17 contains 71958 members 
Mstep: Class 18 contains 248653 members 
Mstep: Class 19 contains 187424 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70758424.000000 Penalty: 62942.238281
Iteration 89Q: 20 clusters Score -7.075842e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41435 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 831 members 
Mstep: Class 8 contains 1150 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 9009 members 
Mstep: Class 12 contains 17875 members 
Mstep: Class 14 contains 15003 members 
Mstep: Class 15 contains 9099 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 71799 members 
Mstep: Class 18 contains 248321 members 
Mstep: Class 19 contains 187351 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70758800.000000 Penalty: 62942.238281
Iteration 90Q: 20 clusters Score -7.07588e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41428 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 831 members 
Mstep: Class 8 contains 1151 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 9387 members 
Mstep: Class 12 contains 17882 members 
Mstep: Class 14 contains 15088 members 
Mstep: Class 15 contains 9094 members 
Mstep: Class 16 contains 3297 members 
Mstep: Class 17 contains 71630 members 
Mstep: Class 18 contains 248000 members 
Mstep: Class 19 contains 187277 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70758968.000000 Penalty: 62942.238281
Iteration 91Q: 20 clusters Score -7.075897e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41430 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 9800 members 
Mstep: Class 12 contains 17876 members 
Mstep: Class 14 contains 15168 members 
Mstep: Class 15 contains 9089 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 71482 members 
Mstep: Class 18 contains 247656 members 
Mstep: Class 19 contains 187190 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70759048.000000 Penalty: 62942.238281
Iteration 92Q: 20 clusters Score -7.075905e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41425 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 10225 members 
Mstep: Class 12 contains 17876 members 
Mstep: Class 14 contains 15215 members 
Mstep: Class 15 contains 9087 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 71358 members 
Mstep: Class 18 contains 247301 members 
Mstep: Class 19 contains 187100 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70759064.000000 Penalty: 62942.238281
Iteration 93Q: 20 clusters Score -7.075906e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41412 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 10634 members 
Mstep: Class 12 contains 17875 members 
Mstep: Class 14 contains 15247 members 
Mstep: Class 15 contains 9086 members 
Mstep: Class 16 contains 3271 members 
Mstep: Class 17 contains 71216 members 
Mstep: Class 18 contains 246942 members 
Mstep: Class 19 contains 187048 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70759256.000000 Penalty: 62942.238281
Iteration 94Q: 20 clusters Score -7.075926e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41394 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 11012 members 
Mstep: Class 12 contains 17879 members 
Mstep: Class 14 contains 15285 members 
Mstep: Class 15 contains 9082 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 71055 members 
Mstep: Class 18 contains 246619 members 
Mstep: Class 19 contains 186993 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70759360.000000 Penalty: 62942.238281
Iteration 95Q: 20 clusters Score -7.075936e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41386 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 11379 members 
Mstep: Class 12 contains 17889 members 
Mstep: Class 14 contains 15318 members 
Mstep: Class 15 contains 9078 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 70893 members 
Mstep: Class 18 contains 246366 members 
Mstep: Class 19 contains 186872 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70759432.000000 Penalty: 62942.238281
Iteration 96Q: 20 clusters Score -7.075943e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41373 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 11743 members 
Mstep: Class 12 contains 17890 members 
Mstep: Class 14 contains 15340 members 
Mstep: Class 15 contains 9076 members 
Mstep: Class 16 contains 3222 members 
Mstep: Class 17 contains 70746 members 
Mstep: Class 18 contains 246088 members 
Mstep: Class 19 contains 186792 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70759624.000000 Penalty: 62942.238281
Iteration 97Q: 20 clusters Score -7.075962e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41364 members 
Mstep: Class 4 contains 3036 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 12098 members 
Mstep: Class 12 contains 17884 members 
Mstep: Class 14 contains 15363 members 
Mstep: Class 15 contains 9075 members 
Mstep: Class 16 contains 3215 members 
Mstep: Class 17 contains 70581 members 
Mstep: Class 18 contains 245787 members 
Mstep: Class 19 contains 186764 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70759856.000000 Penalty: 62942.238281
Iteration 98Q: 20 clusters Score -7.075986e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41367 members 
Mstep: Class 4 contains 3045 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 12425 members 
Mstep: Class 12 contains 17885 members 
Mstep: Class 14 contains 15388 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 17 contains 70435 members 
Mstep: Class 18 contains 245515 members 
Mstep: Class 19 contains 186678 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70759992.000000 Penalty: 62942.238281
Iteration 99Q: 20 clusters Score -7.075999e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41372 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 12746 members 
Mstep: Class 12 contains 17881 members 
Mstep: Class 14 contains 15414 members 
Mstep: Class 15 contains 9060 members 
Mstep: Class 16 contains 3204 members 
Mstep: Class 17 contains 70283 members 
Mstep: Class 18 contains 245279 members 
Mstep: Class 19 contains 186578 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760088.000000 Penalty: 62942.238281
Iteration 100F: 20 clusters Score -7.076009e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41364 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 13057 members 
Mstep: Class 12 contains 17892 members 
Mstep: Class 14 contains 15447 members 
Mstep: Class 15 contains 9051 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 17 contains 70135 members 
Mstep: Class 18 contains 245014 members 
Mstep: Class 19 contains 186486 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 20 clusters Score -7.076015e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41371 members 
Mstep: Class 4 contains 3089 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 13339 members 
Mstep: Class 12 contains 17900 members 
Mstep: Class 14 contains 15479 members 
Mstep: Class 15 contains 9045 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 69964 members 
Mstep: Class 18 contains 244707 members 
Mstep: Class 19 contains 186476 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760392.000000 Penalty: 62942.238281
Iteration 102Q: 20 clusters Score -7.076039e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41373 members 
Mstep: Class 4 contains 3098 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 13596 members 
Mstep: Class 12 contains 17908 members 
Mstep: Class 14 contains 15506 members 
Mstep: Class 15 contains 9042 members 
Mstep: Class 16 contains 3171 members 
Mstep: Class 17 contains 69776 members 
Mstep: Class 18 contains 244416 members 
Mstep: Class 19 contains 186467 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760400.000000 Penalty: 62942.238281
Iteration 103Q: 20 clusters Score -7.07604e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41367 members 
Mstep: Class 4 contains 3103 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 843 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 13818 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 14 contains 15526 members 
Mstep: Class 15 contains 9043 members 
Mstep: Class 16 contains 3166 members 
Mstep: Class 17 contains 69602 members 
Mstep: Class 18 contains 244184 members 
Mstep: Class 19 contains 186481 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760624.000000 Penalty: 62942.238281
Iteration 104Q: 20 clusters Score -7.076062e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41364 members 
Mstep: Class 4 contains 3109 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 14020 members 
Mstep: Class 12 contains 17911 members 
Mstep: Class 14 contains 15548 members 
Mstep: Class 15 contains 9037 members 
Mstep: Class 16 contains 3168 members 
Mstep: Class 17 contains 69436 members 
Mstep: Class 18 contains 243935 members 
Mstep: Class 19 contains 186504 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760728.000000 Penalty: 62942.238281
Iteration 105Q: 20 clusters Score -7.076073e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41350 members 
Mstep: Class 4 contains 3113 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 14194 members 
Mstep: Class 12 contains 17911 members 
Mstep: Class 14 contains 15572 members 
Mstep: Class 15 contains 9029 members 
Mstep: Class 16 contains 3164 members 
Mstep: Class 17 contains 69270 members 
Mstep: Class 18 contains 243713 members 
Mstep: Class 19 contains 186548 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761040.000000 Penalty: 62942.238281
Iteration 106Q: 20 clusters Score -7.076104e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41335 members 
Mstep: Class 4 contains 3114 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 847 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 14350 members 
Mstep: Class 12 contains 17930 members 
Mstep: Class 14 contains 15600 members 
Mstep: Class 15 contains 9026 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 17 contains 69118 members 
Mstep: Class 18 contains 243531 members 
Mstep: Class 19 contains 186573 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760920.000000 Penalty: 62942.238281
Iteration 107Q: 20 clusters Score -7.076092e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41322 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 847 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 14499 members 
Mstep: Class 12 contains 17935 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 9026 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 68983 members 
Mstep: Class 18 contains 243328 members 
Mstep: Class 19 contains 186646 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761056.000000 Penalty: 62942.238281
Iteration 108Q: 20 clusters Score -7.076106e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41307 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 848 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 14630 members 
Mstep: Class 12 contains 17932 members 
Mstep: Class 14 contains 15632 members 
Mstep: Class 15 contains 9028 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 68851 members 
Mstep: Class 18 contains 243125 members 
Mstep: Class 19 contains 186726 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761312.000000 Penalty: 62942.238281
Iteration 109Q: 20 clusters Score -7.076131e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41288 members 
Mstep: Class 4 contains 3132 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 847 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 14764 members 
Mstep: Class 12 contains 17943 members 
Mstep: Class 14 contains 15656 members 
Mstep: Class 15 contains 9026 members 
Mstep: Class 16 contains 3126 members 
Mstep: Class 17 contains 68712 members 
Mstep: Class 18 contains 242965 members 
Mstep: Class 19 contains 186762 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761120.000000 Penalty: 62942.238281
Iteration 110Q: 20 clusters Score -7.076112e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41270 members 
Mstep: Class 4 contains 3138 members 
Mstep: Class 5 contains 651 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 14877 members 
Mstep: Class 12 contains 17950 members 
Mstep: Class 14 contains 15676 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 3120 members 
Mstep: Class 17 contains 68593 members 
Mstep: Class 18 contains 242790 members 
Mstep: Class 19 contains 186819 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761344.000000 Penalty: 62942.238281
Iteration 111Q: 20 clusters Score -7.076134e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41263 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 14966 members 
Mstep: Class 12 contains 17957 members 
Mstep: Class 14 contains 15693 members 
Mstep: Class 15 contains 9016 members 
Mstep: Class 16 contains 3118 members 
Mstep: Class 17 contains 68465 members 
Mstep: Class 18 contains 242652 members 
Mstep: Class 19 contains 186856 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761432.000000 Penalty: 62942.238281
Iteration 112Q: 20 clusters Score -7.076143e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41256 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 847 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15044 members 
Mstep: Class 12 contains 17967 members 
Mstep: Class 14 contains 15709 members 
Mstep: Class 15 contains 9012 members 
Mstep: Class 16 contains 3103 members 
Mstep: Class 17 contains 68362 members 
Mstep: Class 18 contains 242523 members 
Mstep: Class 19 contains 186883 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761424.000000 Penalty: 62942.238281
Iteration 113Q: 20 clusters Score -7.076142e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41239 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15129 members 
Mstep: Class 12 contains 17988 members 
Mstep: Class 14 contains 15727 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 3088 members 
Mstep: Class 17 contains 68240 members 
Mstep: Class 18 contains 242398 members 
Mstep: Class 19 contains 186896 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761528.000000 Penalty: 62942.238281
Iteration 114Q: 20 clusters Score -7.076153e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41214 members 
Mstep: Class 4 contains 3178 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15208 members 
Mstep: Class 12 contains 18004 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 3081 members 
Mstep: Class 17 contains 68153 members 
Mstep: Class 18 contains 242268 members 
Mstep: Class 19 contains 186901 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761592.000000 Penalty: 62942.238281
Iteration 115Q: 20 clusters Score -7.076159e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41201 members 
Mstep: Class 4 contains 3184 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15266 members 
Mstep: Class 12 contains 18020 members 
Mstep: Class 14 contains 15766 members 
Mstep: Class 15 contains 9003 members 
Mstep: Class 16 contains 3071 members 
Mstep: Class 17 contains 68086 members 
Mstep: Class 18 contains 242160 members 
Mstep: Class 19 contains 186925 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761568.000000 Penalty: 62942.238281
Iteration 116Q: 20 clusters Score -7.076157e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41180 members 
Mstep: Class 4 contains 3193 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15323 members 
Mstep: Class 12 contains 18040 members 
Mstep: Class 14 contains 15787 members 
Mstep: Class 15 contains 9001 members 
Mstep: Class 16 contains 3061 members 
Mstep: Class 17 contains 68003 members 
Mstep: Class 18 contains 242073 members 
Mstep: Class 19 contains 186943 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761560.000000 Penalty: 62942.238281
Iteration 117Q: 20 clusters Score -7.076156e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41164 members 
Mstep: Class 4 contains 3196 members 
Mstep: Class 5 contains 651 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15377 members 
Mstep: Class 12 contains 18048 members 
Mstep: Class 14 contains 15794 members 
Mstep: Class 15 contains 8997 members 
Mstep: Class 16 contains 3061 members 
Mstep: Class 17 contains 67958 members 
Mstep: Class 18 contains 241967 members 
Mstep: Class 19 contains 186968 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761632.000000 Penalty: 62942.238281
Iteration 118Q: 20 clusters Score -7.076163e+07 nChanged 700
Entering ConstructFrom: 
Score: -70761632.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (23363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Entering Unmasked Estep 
Score: -2706907.000000 Penalty: 2494.609375
	Iteration 0F: 2 clusters Score -2706907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2690615.250000 Penalty: 4989.218750
	Iteration 0F: 3 clusters Score -2690615 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2696102.250000 Penalty: 4989.218750
	Iteration 1F: 3 clusters Score -2696102 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2696490.750000 Penalty: 4989.218750
	Iteration 2Q: 3 clusters Score -2696491 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2696781.250000 Penalty: 4989.218750
	Iteration 3Q: 3 clusters Score -2696781 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2697008.250000 Penalty: 4989.218750
	Iteration 4Q: 3 clusters Score -2697008 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2697210.750000 Penalty: 4989.218750
	Iteration 5Q: 3 clusters Score -2697211 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2697431.250000 Penalty: 4989.218750
	Iteration 6Q: 3 clusters Score -2697431 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2697697.250000 Penalty: 4989.218750
	Iteration 7Q: 3 clusters Score -2697697 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2698006.000000 Penalty: 4989.218750
	Iteration 8Q: 3 clusters Score -2698006 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2698480.000000 Penalty: 4989.218750
	Iteration 9Q: 3 clusters Score -2698480 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2699216.750000 Penalty: 4989.218750
	Iteration 10F: 3 clusters Score -2699217 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2700129.000000 Penalty: 4989.218750
	Iteration 11F: 3 clusters Score -2700129 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2701266.750000 Penalty: 4989.218750
	Iteration 12F: 3 clusters Score -2701267 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2702417.250000 Penalty: 4989.218750
	Iteration 13F: 3 clusters Score -2702417 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2703258.500000 Penalty: 4989.218750
	Iteration 14Q: 3 clusters Score -2703258 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2703746.750000 Penalty: 4989.218750
	Iteration 15Q: 3 clusters Score -2703747 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2704007.750000 Penalty: 4989.218750
	Iteration 16Q: 3 clusters Score -2704008 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2704172.750000 Penalty: 4989.218750
	Iteration 17Q: 3 clusters Score -2704173 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2704249.750000 Penalty: 4989.218750
	Iteration 18Q: 3 clusters Score -2704250 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2704300.750000 Penalty: 4989.218750
	Iteration 19Q: 3 clusters Score -2704301 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2704335.500000 Penalty: 4989.218750
	Iteration 20F: 3 clusters Score -2704336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2704354.500000 Penalty: 4989.218750
	Iteration 21Q: 3 clusters Score -2704354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2704390.250000 Penalty: 4989.218750
	Iteration 22Q: 3 clusters Score -2704390 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2704416.250000 Penalty: 4989.218750
	Iteration 23Q: 3 clusters Score -2704416 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2704440.750000 Penalty: 4989.218750
	Iteration 24Q: 3 clusters Score -2704441 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2704461.250000 Penalty: 4989.218750
	Iteration 25Q: 3 clusters Score -2704461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2704488.250000 Penalty: 4989.218750
	Iteration 26Q: 3 clusters Score -2704488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2704504.750000 Penalty: 4989.218750
	Iteration 27Q: 3 clusters Score -2704505 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2704517.250000 Penalty: 4989.218750
	Iteration 28Q: 3 clusters Score -2704517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2704519.000000 Penalty: 4989.218750
	Iteration 29Q: 3 clusters Score -2704519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2704518.750000 Penalty: 4989.218750
	Iteration 30Q: 3 clusters Score -2704519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2704526.750000 Penalty: 4989.218750
	Iteration 31Q: 3 clusters Score -2704527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2704528.250000 Penalty: 4989.218750
	Iteration 32Q: 3 clusters Score -2704528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2704528.750000 Penalty: 4989.218750
	Iteration 33Q: 3 clusters Score -2704529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2704528.750000 Penalty: 4989.218750
	Iteration 34Q: 3 clusters Score -2704529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2704534.000000 Penalty: 4989.218750
	Iteration 35Q: 3 clusters Score -2704534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2704534.500000 Penalty: 4989.218750
	Iteration 36Q: 3 clusters Score -2704534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2704537.000000 Penalty: 4989.218750
	Iteration 37Q: 3 clusters Score -2704537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2704540.500000 Penalty: 4989.218750
	Iteration 38Q: 3 clusters Score -2704540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2704540.500000 Penalty: 4989.218750
	Iteration 39Q: 3 clusters Score -2704540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2704545.750000 Penalty: 4989.218750
	Iteration 40F: 3 clusters Score -2704546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2704546.000000 Penalty: 4989.218750
	Iteration 41Q: 3 clusters Score -2704546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2704543.750000 Penalty: 4989.218750
	Iteration 42Q: 3 clusters Score -2704544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2704549.250000 Penalty: 4989.218750
	Iteration 43Q: 3 clusters Score -2704549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2704549.250000 Penalty: 4989.218750
	Iteration 44Q: 3 clusters Score -2704549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2704547.250000 Penalty: 4989.218750
	Iteration 45Q: 3 clusters Score -2704547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2704552.500000 Penalty: 4989.218750
	Iteration 46Q: 3 clusters Score -2704552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2704550.000000 Penalty: 4989.218750
	Iteration 47Q: 3 clusters Score -2704550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2704552.250000 Penalty: 4989.218750
	Iteration 48Q: 3 clusters Score -2704552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2704549.500000 Penalty: 4989.218750
	Iteration 49Q: 3 clusters Score -2704550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2704554.250000 Penalty: 4989.218750
	Iteration 50Q: 3 clusters Score -2704554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2704554.000000 Penalty: 4989.218750
	Iteration 51Q: 3 clusters Score -2704554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2704557.000000 Penalty: 4989.218750
	Iteration 52Q: 3 clusters Score -2704557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2704556.250000 Penalty: 4989.218750
	Iteration 53Q: 3 clusters Score -2704556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2704557.750000 Penalty: 4989.218750
	Iteration 54Q: 3 clusters Score -2704558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2704557.750000 Penalty: 4989.218750
	Iteration 55F: 3 clusters Score -2704558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -92491.085938 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -92491.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90709.726562 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -90709.73 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90923.328125 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -90923.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90979.585938 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -90979.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -91015.812500 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -91015.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -91039.960938 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -91039.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -91054.351562 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -91054.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91067.937500 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -91067.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -91078.085938 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -91078.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -91084.515625 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -91084.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -91086.585938 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -91086.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -91088.828125 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -91088.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -91095.593750 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -91095.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -91120.132812 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -91120.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91134.351562 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -91134.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -91139.906250 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -91139.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -91144.476562 Penalty: 3325.996826
	Iteration 15Q: 3 clusters Score -91144.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -91145.000000 Penalty: 3325.996826
	Iteration 16Q: 3 clusters Score -91145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -91145.000000 Penalty: 3325.996826
	Iteration 17F: 3 clusters Score -91145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Entering Unmasked Estep 
Score: -4616133.500000 Penalty: 2635.000977
	Iteration 0F: 2 clusters Score -4616134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -4588203.500000 Penalty: 5270.001953
	Iteration 0F: 3 clusters Score -4588204 nChanged 18870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -4598765.000000 Penalty: 5270.001953
	Iteration 1F: 3 clusters Score -4598765 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4599709.000000 Penalty: 5270.001953
	Iteration 2Q: 3 clusters Score -4599709 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -4600993.500000 Penalty: 5270.001953
	Iteration 3F: 3 clusters Score -4600994 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -4602620.000000 Penalty: 5270.001953
	Iteration 4F: 3 clusters Score -4602620 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -4604689.500000 Penalty: 5270.001953
	Iteration 5F: 3 clusters Score -4604690 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -4606967.500000 Penalty: 5270.001953
	Iteration 6F: 3 clusters Score -4606968 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -4609221.500000 Penalty: 5270.001953
	Iteration 7F: 3 clusters Score -4609222 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4611188.000000 Penalty: 5270.001953
	Iteration 8F: 3 clusters Score -4611188 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4613019.500000 Penalty: 5270.001953
	Iteration 9Q: 3 clusters Score -4613020 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4614449.000000 Penalty: 5270.001953
	Iteration 10Q: 3 clusters Score -4614449 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4615300.500000 Penalty: 5270.001953
	Iteration 11Q: 3 clusters Score -4615300 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4615650.500000 Penalty: 5270.001953
	Iteration 12Q: 3 clusters Score -4615650 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4615817.000000 Penalty: 5270.001953
	Iteration 13Q: 3 clusters Score -4615817 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4615901.500000 Penalty: 5270.001953
	Iteration 14Q: 3 clusters Score -4615902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4615959.000000 Penalty: 5270.001953
	Iteration 15Q: 3 clusters Score -4615959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4615985.500000 Penalty: 5270.001953
	Iteration 16Q: 3 clusters Score -4615986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4615998.500000 Penalty: 5270.001953
	Iteration 17Q: 3 clusters Score -4615998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4616017.500000 Penalty: 5270.001953
	Iteration 18Q: 3 clusters Score -4616018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4616027.500000 Penalty: 5270.001953
	Iteration 19Q: 3 clusters Score -4616028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4616034.000000 Penalty: 5270.001953
	Iteration 20F: 3 clusters Score -4616034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4616039.000000 Penalty: 5270.001953
	Iteration 21Q: 3 clusters Score -4616039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4616047.500000 Penalty: 5270.001953
	Iteration 22Q: 3 clusters Score -4616048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4616056.000000 Penalty: 5270.001953
	Iteration 23Q: 3 clusters Score -4616056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4616064.000000 Penalty: 5270.001953
	Iteration 24Q: 3 clusters Score -4616064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4616066.000000 Penalty: 5270.001953
	Iteration 25Q: 3 clusters Score -4616066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4616066.000000 Penalty: 5270.001953
	Iteration 26F: 3 clusters Score -4616066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -343172.812500 Penalty: 2001.429688
	Iteration 0F: 2 clusters Score -343172.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -339748.906250 Penalty: 4002.859375
	Iteration 0F: 3 clusters Score -339748.9 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -340417.843750 Penalty: 4002.859375
	Iteration 1F: 3 clusters Score -340417.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -340576.281250 Penalty: 4002.859375
	Iteration 2F: 3 clusters Score -340576.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -340664.000000 Penalty: 4002.859375
	Iteration 3Q: 3 clusters Score -340664 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -340717.406250 Penalty: 4002.859375
	Iteration 4Q: 3 clusters Score -340717.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -340747.687500 Penalty: 4002.859375
	Iteration 5Q: 3 clusters Score -340747.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -340780.812500 Penalty: 4002.859375
	Iteration 6Q: 3 clusters Score -340780.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -340806.468750 Penalty: 4002.859375
	Iteration 7Q: 3 clusters Score -340806.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -340831.968750 Penalty: 4002.859375
	Iteration 8Q: 3 clusters Score -340832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -340851.687500 Penalty: 4002.859375
	Iteration 9Q: 3 clusters Score -340851.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -340863.312500 Penalty: 4002.859375
	Iteration 10Q: 3 clusters Score -340863.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -340874.125000 Penalty: 4002.859375
	Iteration 11Q: 3 clusters Score -340874.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -340883.843750 Penalty: 4002.859375
	Iteration 12Q: 3 clusters Score -340883.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -340890.781250 Penalty: 4002.859375
	Iteration 13Q: 3 clusters Score -340890.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -340895.906250 Penalty: 4002.859375
	Iteration 14Q: 3 clusters Score -340895.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -340902.250000 Penalty: 4002.859375
	Iteration 15Q: 3 clusters Score -340902.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -340910.531250 Penalty: 4002.859375
	Iteration 16Q: 3 clusters Score -340910.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -340918.093750 Penalty: 4002.859375
	Iteration 17Q: 3 clusters Score -340918.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -340922.468750 Penalty: 4002.859375
	Iteration 18Q: 3 clusters Score -340922.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -340930.031250 Penalty: 4002.859375
	Iteration 19Q: 3 clusters Score -340930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -340935.187500 Penalty: 4002.859375
	Iteration 20F: 3 clusters Score -340935.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -340943.031250 Penalty: 4002.859375
	Iteration 21Q: 3 clusters Score -340943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -340950.406250 Penalty: 4002.859375
	Iteration 22Q: 3 clusters Score -340950.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -340961.125000 Penalty: 4002.859375
	Iteration 23Q: 3 clusters Score -340961.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -340975.562500 Penalty: 4002.859375
	Iteration 24Q: 3 clusters Score -340975.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -340992.250000 Penalty: 4002.859375
	Iteration 25Q: 3 clusters Score -340992.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -341003.843750 Penalty: 4002.859375
	Iteration 26Q: 3 clusters Score -341003.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -341016.843750 Penalty: 4002.859375
	Iteration 27Q: 3 clusters Score -341016.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -341031.937500 Penalty: 4002.859375
	Iteration 28Q: 3 clusters Score -341031.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -341050.625000 Penalty: 4002.859375
	Iteration 29Q: 3 clusters Score -341050.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -341070.343750 Penalty: 4002.859375
	Iteration 30Q: 3 clusters Score -341070.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -341089.000000 Penalty: 4002.859375
	Iteration 31Q: 3 clusters Score -341089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -341105.093750 Penalty: 4002.859375
	Iteration 32Q: 3 clusters Score -341105.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -341126.062500 Penalty: 4002.859375
	Iteration 33Q: 3 clusters Score -341126.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -341143.843750 Penalty: 4002.859375
	Iteration 34Q: 3 clusters Score -341143.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -341156.875000 Penalty: 4002.859375
	Iteration 35Q: 3 clusters Score -341156.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -341175.593750 Penalty: 4002.859375
	Iteration 36Q: 3 clusters Score -341175.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -341191.562500 Penalty: 4002.859375
	Iteration 37Q: 3 clusters Score -341191.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -341205.250000 Penalty: 4002.859375
	Iteration 38Q: 3 clusters Score -341205.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -341220.218750 Penalty: 4002.859375
	Iteration 39Q: 3 clusters Score -341220.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -341234.687500 Penalty: 4002.859375
	Iteration 40F: 3 clusters Score -341234.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -341243.187500 Penalty: 4002.859375
	Iteration 41Q: 3 clusters Score -341243.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -341247.593750 Penalty: 4002.859375
	Iteration 42Q: 3 clusters Score -341247.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -341253.968750 Penalty: 4002.859375
	Iteration 43Q: 3 clusters Score -341254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -341259.562500 Penalty: 4002.859375
	Iteration 44Q: 3 clusters Score -341259.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -341267.343750 Penalty: 4002.859375
	Iteration 45Q: 3 clusters Score -341267.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -341275.000000 Penalty: 4002.859375
	Iteration 46Q: 3 clusters Score -341275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -341283.562500 Penalty: 4002.859375
	Iteration 47Q: 3 clusters Score -341283.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -341294.750000 Penalty: 4002.859375
	Iteration 48Q: 3 clusters Score -341294.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -341302.437500 Penalty: 4002.859375
	Iteration 49Q: 3 clusters Score -341302.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -341313.468750 Penalty: 4002.859375
	Iteration 50Q: 3 clusters Score -341313.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -341319.437500 Penalty: 4002.859375
	Iteration 51Q: 3 clusters Score -341319.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -341327.125000 Penalty: 4002.859375
	Iteration 52Q: 3 clusters Score -341327.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -341329.000000 Penalty: 4002.859375
	Iteration 53Q: 3 clusters Score -341329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -341330.218750 Penalty: 4002.859375
	Iteration 54Q: 3 clusters Score -341330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -341332.500000 Penalty: 4002.859375
	Iteration 55Q: 3 clusters Score -341332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -341335.406250 Penalty: 4002.859375
	Iteration 56Q: 3 clusters Score -341335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -341336.437500 Penalty: 4002.859375
	Iteration 57Q: 3 clusters Score -341336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -341338.000000 Penalty: 4002.859375
	Iteration 58Q: 3 clusters Score -341338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -341337.937500 Penalty: 4002.859375
	Iteration 59Q: 3 clusters Score -341337.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -341338.875000 Penalty: 4002.859375
	Iteration 60F: 3 clusters Score -341338.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -72281.343750 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -72281.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70591.617188 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -70591.62 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70813.406250 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -70813.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70851.718750 Penalty: 3213.340576
	Iteration 2Q: 3 clusters Score -70851.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70882.117188 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -70882.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70892.210938 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -70892.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70900.492188 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -70900.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70904.398438 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -70904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70905.703125 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -70905.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70905.703125 Penalty: 3213.340576
	Iteration 8F: 3 clusters Score -70905.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -95356.429688 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -95356.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -93534.937500 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -93534.94 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93785.195312 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -93785.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -93899.515625 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -93899.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -93953.046875 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -93953.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -93987.570312 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -93987.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94020.484375 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -94020.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -94049.234375 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -94049.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94073.562500 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -94073.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94098.273438 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -94098.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -94120.179688 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -94120.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94136.289062 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -94136.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -94146.328125 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -94146.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -94157.984375 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -94157.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -94166.945312 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -94166.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -94173.375000 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -94173.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -94186.117188 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -94186.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -94199.671875 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -94199.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -94205.453125 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -94205.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -94212.218750 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -94212.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -94218.070312 Penalty: 3352.590576
	Iteration 19Q: 3 clusters Score -94218.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -94225.585938 Penalty: 3352.590576
	Iteration 20F: 3 clusters Score -94225.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -94230.953125 Penalty: 3352.590576
	Iteration 21Q: 3 clusters Score -94230.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -94236.765625 Penalty: 3352.590576
	Iteration 22Q: 3 clusters Score -94236.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -94243.882812 Penalty: 3352.590576
	Iteration 23Q: 3 clusters Score -94243.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -94265.281250 Penalty: 3352.590576
	Iteration 24Q: 3 clusters Score -94265.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -94288.765625 Penalty: 3352.590576
	Iteration 25Q: 3 clusters Score -94288.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94309.789062 Penalty: 3352.590576
	Iteration 26Q: 3 clusters Score -94309.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -94357.203125 Penalty: 3352.590576
	Iteration 27Q: 3 clusters Score -94357.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -94381.718750 Penalty: 3352.590576
	Iteration 28Q: 3 clusters Score -94381.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -94419.031250 Penalty: 3352.590576
	Iteration 29Q: 3 clusters Score -94419.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -94431.132812 Penalty: 3352.590576
	Iteration 30Q: 3 clusters Score -94431.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -94440.406250 Penalty: 3352.590576
	Iteration 31Q: 3 clusters Score -94440.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -94444.046875 Penalty: 3352.590576
	Iteration 32Q: 3 clusters Score -94444.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -94448.179688 Penalty: 3352.590576
	Iteration 33Q: 3 clusters Score -94448.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -94450.390625 Penalty: 3352.590576
	Iteration 34Q: 3 clusters Score -94450.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -94452.570312 Penalty: 3352.590576
	Iteration 35Q: 3 clusters Score -94452.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -94453.468750 Penalty: 3352.590576
	Iteration 36Q: 3 clusters Score -94453.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -94453.468750 Penalty: 3352.590576
	Iteration 37F: 3 clusters Score -94453.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -88504.046875 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -88504.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86683.429688 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -86683.43 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87035.898438 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -87035.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -87239.531250 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -87239.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -87376.335938 Penalty: 3343.297607
	Iteration 3F: 3 clusters Score -87376.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -87445.382812 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -87445.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -87503.179688 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -87503.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -87562.343750 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -87562.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -87669.828125 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -87669.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -87817.804688 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -87817.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -87967.039062 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -87967.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88145.117188 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -88145.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -88292.070312 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -88292.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -88389.523438 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -88389.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -88450.484375 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -88450.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88490.953125 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -88490.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88524.320312 Penalty: 3343.297607
	Iteration 15Q: 3 clusters Score -88524.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -88535.406250 Penalty: 3343.297607
	Iteration 16Q: 3 clusters Score -88535.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -88535.406250 Penalty: 3343.297607
	Iteration 17F: 3 clusters Score -88535.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41151 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 651 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 18063 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 15809 members 
Mstep: Class 15 contains 8995 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 67894 members 
Mstep: Class 18 contains 241828 members 
Mstep: Class 19 contains 187017 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70759856.000000 Penalty: 66254.992188
Splitting cluster 7 changes total score from -70761632.000000 to -70759856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -129537.781250 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -129537.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -127442.757812 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -127442.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -127751.179688 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -127751.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -127823.242188 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -127823.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127854.078125 Penalty: 3499.862793
	Iteration 3Q: 3 clusters Score -127854.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -127863.664062 Penalty: 3499.862793
	Iteration 4Q: 3 clusters Score -127863.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -127875.015625 Penalty: 3499.862793
	Iteration 5Q: 3 clusters Score -127875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -127878.382812 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -127878.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127881.562500 Penalty: 3499.862793
	Iteration 7Q: 3 clusters Score -127881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -127885.164062 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -127885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -127887.750000 Penalty: 3499.862793
	Iteration 9Q: 3 clusters Score -127887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -127889.687500 Penalty: 3499.862793
	Iteration 10Q: 3 clusters Score -127889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -127889.687500 Penalty: 3499.862793
	Iteration 11F: 3 clusters Score -127889.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -128508.507812 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -128508.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -126427.367188 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -126427.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -127044.796875 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -127044.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -127760.507812 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -127760.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -128249.867188 Penalty: 3571.040527
	Iteration 3F: 3 clusters Score -128249.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -128611.851562 Penalty: 3571.040527
	Iteration 4Q: 3 clusters Score -128611.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -128881.468750 Penalty: 3571.040527
	Iteration 5Q: 3 clusters Score -128881.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -129028.109375 Penalty: 3571.040527
	Iteration 6Q: 3 clusters Score -129028.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -129120.789062 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -129120.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -129199.265625 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -129199.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -129287.937500 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -129287.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -129421.476562 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -129421.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -129555.000000 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -129555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -129594.820312 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -129594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -129599.546875 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -129599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -129600.570312 Penalty: 3571.040527
	Iteration 14Q: 3 clusters Score -129600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -129600.570312 Penalty: 3571.040527
	Iteration 15F: 3 clusters Score -129600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41151 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 651 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 18063 members 
Mstep: Class 13 contains 693 members 
Mstep: Class 14 contains 15809 members 
Mstep: Class 15 contains 8995 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 67894 members 
Mstep: Class 18 contains 241828 members 
Mstep: Class 19 contains 187017 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70761016.000000 Penalty: 66254.992188
Splitting cluster 9 changes total score from -70761632.000000 to -70761016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -70977.781250 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -70977.78 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 390 members 
Entering Unmasked Estep 
Score: -69291.515625 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -69291.52 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -69718.601562 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -69718.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -69983.585938 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -69983.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70263.320312 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -70263.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70569.226562 Penalty: 3270.829102
	Iteration 4F: 3 clusters Score -70569.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -70729.234375 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -70729.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -70844.851562 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -70844.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -70919.546875 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -70919.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70959.390625 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -70959.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70977.164062 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -70977.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -70980.171875 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -70980.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70985.218750 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -70985.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -70997.562500 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -70997.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71010.328125 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -71010.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71017.625000 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -71017.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71017.625000 Penalty: 3270.829102
	Iteration 15F: 3 clusters Score -71017.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41151 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 651 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 18063 members 
Mstep: Class 13 contains 436 members 
Mstep: Class 14 contains 15809 members 
Mstep: Class 15 contains 8995 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 67894 members 
Mstep: Class 18 contains 241828 members 
Mstep: Class 19 contains 187017 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70759808.000000 Penalty: 66254.992188
Splitting cluster 10 changes total score from -70761632.000000 to -70759808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (15431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Entering Unmasked Estep 
Score: -1791567.625000 Penalty: 2391.745117
	Iteration 0F: 2 clusters Score -1791568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1780458.000000 Penalty: 4783.490234
	Iteration 0F: 3 clusters Score -1780458 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1784014.375000 Penalty: 4783.490234
	Iteration 1F: 3 clusters Score -1784014 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1784448.125000 Penalty: 4783.490234
	Iteration 2F: 3 clusters Score -1784448 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1784794.375000 Penalty: 4783.490234
	Iteration 3Q: 3 clusters Score -1784794 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1785109.625000 Penalty: 4783.490234
	Iteration 4Q: 3 clusters Score -1785110 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1785382.125000 Penalty: 4783.490234
	Iteration 5Q: 3 clusters Score -1785382 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1785662.750000 Penalty: 4783.490234
	Iteration 6Q: 3 clusters Score -1785663 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1785955.125000 Penalty: 4783.490234
	Iteration 7Q: 3 clusters Score -1785955 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1786255.375000 Penalty: 4783.490234
	Iteration 8Q: 3 clusters Score -1786255 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1786557.625000 Penalty: 4783.490234
	Iteration 9Q: 3 clusters Score -1786558 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1786904.875000 Penalty: 4783.490234
	Iteration 10Q: 3 clusters Score -1786905 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1787299.000000 Penalty: 4783.490234
	Iteration 11Q: 3 clusters Score -1787299 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1787703.875000 Penalty: 4783.490234
	Iteration 12Q: 3 clusters Score -1787704 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1788082.250000 Penalty: 4783.490234
	Iteration 13Q: 3 clusters Score -1788082 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1788387.000000 Penalty: 4783.490234
	Iteration 14Q: 3 clusters Score -1788387 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1788620.375000 Penalty: 4783.490234
	Iteration 15Q: 3 clusters Score -1788620 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1788800.500000 Penalty: 4783.490234
	Iteration 16Q: 3 clusters Score -1788800 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1788944.125000 Penalty: 4783.490234
	Iteration 17Q: 3 clusters Score -1788944 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1789053.750000 Penalty: 4783.490234
	Iteration 18Q: 3 clusters Score -1789054 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1789142.500000 Penalty: 4783.490234
	Iteration 19Q: 3 clusters Score -1789142 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1789210.750000 Penalty: 4783.490234
	Iteration 20F: 3 clusters Score -1789211 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1789269.875000 Penalty: 4783.490234
	Iteration 21Q: 3 clusters Score -1789270 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1789320.875000 Penalty: 4783.490234
	Iteration 22Q: 3 clusters Score -1789321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1789355.875000 Penalty: 4783.490234
	Iteration 23Q: 3 clusters Score -1789356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1789385.875000 Penalty: 4783.490234
	Iteration 24Q: 3 clusters Score -1789386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1789415.250000 Penalty: 4783.490234
	Iteration 25Q: 3 clusters Score -1789415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1789442.375000 Penalty: 4783.490234
	Iteration 26Q: 3 clusters Score -1789442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1789454.875000 Penalty: 4783.490234
	Iteration 27Q: 3 clusters Score -1789455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1789468.500000 Penalty: 4783.490234
	Iteration 28Q: 3 clusters Score -1789468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1789472.500000 Penalty: 4783.490234
	Iteration 29Q: 3 clusters Score -1789472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1789477.000000 Penalty: 4783.490234
	Iteration 30Q: 3 clusters Score -1789477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1789478.250000 Penalty: 4783.490234
	Iteration 31Q: 3 clusters Score -1789478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1789480.500000 Penalty: 4783.490234
	Iteration 32Q: 3 clusters Score -1789480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1789483.000000 Penalty: 4783.490234
	Iteration 33Q: 3 clusters Score -1789483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1789487.000000 Penalty: 4783.490234
	Iteration 34Q: 3 clusters Score -1789487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1789489.250000 Penalty: 4783.490234
	Iteration 35Q: 3 clusters Score -1789489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1789493.125000 Penalty: 4783.490234
	Iteration 36Q: 3 clusters Score -1789493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1789492.375000 Penalty: 4783.490234
	Iteration 37Q: 3 clusters Score -1789492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1789493.500000 Penalty: 4783.490234
	Iteration 38Q: 3 clusters Score -1789494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1789493.500000 Penalty: 4783.490234
	Iteration 39F: 3 clusters Score -1789494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Entering Unmasked Estep 
Score: -2091782.750000 Penalty: 2430.801758
	Iteration 0F: 2 clusters Score -2091783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2078987.250000 Penalty: 4861.603516
	Iteration 0F: 3 clusters Score -2078987 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2083532.125000 Penalty: 4861.603516
	Iteration 1F: 3 clusters Score -2083532 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2084321.125000 Penalty: 4861.603516
	Iteration 2F: 3 clusters Score -2084321 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2085086.125000 Penalty: 4861.603516
	Iteration 3F: 3 clusters Score -2085086 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2085826.625000 Penalty: 4861.603516
	Iteration 4F: 3 clusters Score -2085827 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2086578.875000 Penalty: 4861.603516
	Iteration 5F: 3 clusters Score -2086579 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2087356.750000 Penalty: 4861.603516
	Iteration 6F: 3 clusters Score -2087357 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2088048.250000 Penalty: 4861.603516
	Iteration 7F: 3 clusters Score -2088048 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2088614.375000 Penalty: 4861.603516
	Iteration 8Q: 3 clusters Score -2088614 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2089106.000000 Penalty: 4861.603516
	Iteration 9Q: 3 clusters Score -2089106 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2089421.875000 Penalty: 4861.603516
	Iteration 10Q: 3 clusters Score -2089422 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2089625.375000 Penalty: 4861.603516
	Iteration 11Q: 3 clusters Score -2089625 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2089778.375000 Penalty: 4861.603516
	Iteration 12Q: 3 clusters Score -2089778 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2089908.625000 Penalty: 4861.603516
	Iteration 13Q: 3 clusters Score -2089909 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2090015.625000 Penalty: 4861.603516
	Iteration 14Q: 3 clusters Score -2090016 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2090129.250000 Penalty: 4861.603516
	Iteration 15Q: 3 clusters Score -2090129 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2090219.125000 Penalty: 4861.603516
	Iteration 16Q: 3 clusters Score -2090219 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2090282.375000 Penalty: 4861.603516
	Iteration 17Q: 3 clusters Score -2090282 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2090326.250000 Penalty: 4861.603516
	Iteration 18Q: 3 clusters Score -2090326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2090363.375000 Penalty: 4861.603516
	Iteration 19Q: 3 clusters Score -2090363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2090394.750000 Penalty: 4861.603516
	Iteration 20F: 3 clusters Score -2090395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2090420.875000 Penalty: 4861.603516
	Iteration 21Q: 3 clusters Score -2090421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2090449.250000 Penalty: 4861.603516
	Iteration 22Q: 3 clusters Score -2090449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2090463.500000 Penalty: 4861.603516
	Iteration 23Q: 3 clusters Score -2090464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2090476.125000 Penalty: 4861.603516
	Iteration 24Q: 3 clusters Score -2090476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2090495.875000 Penalty: 4861.603516
	Iteration 25Q: 3 clusters Score -2090496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2090511.000000 Penalty: 4861.603516
	Iteration 26Q: 3 clusters Score -2090511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2090523.250000 Penalty: 4861.603516
	Iteration 27Q: 3 clusters Score -2090523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2090530.125000 Penalty: 4861.603516
	Iteration 28Q: 3 clusters Score -2090530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2090531.500000 Penalty: 4861.603516
	Iteration 29Q: 3 clusters Score -2090532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2090539.375000 Penalty: 4861.603516
	Iteration 30Q: 3 clusters Score -2090539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2090547.625000 Penalty: 4861.603516
	Iteration 31Q: 3 clusters Score -2090548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2090550.500000 Penalty: 4861.603516
	Iteration 32Q: 3 clusters Score -2090550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2090558.625000 Penalty: 4861.603516
	Iteration 33Q: 3 clusters Score -2090559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2090558.000000 Penalty: 4861.603516
	Iteration 34Q: 3 clusters Score -2090558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2090557.375000 Penalty: 4861.603516
	Iteration 35Q: 3 clusters Score -2090557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2090560.875000 Penalty: 4861.603516
	Iteration 36Q: 3 clusters Score -2090561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2090563.250000 Penalty: 4861.603516
	Iteration 37Q: 3 clusters Score -2090563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2090566.750000 Penalty: 4861.603516
	Iteration 38Q: 3 clusters Score -2090567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2090569.000000 Penalty: 4861.603516
	Iteration 39Q: 3 clusters Score -2090569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2090569.875000 Penalty: 4861.603516
	Iteration 40F: 3 clusters Score -2090570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2090570.125000 Penalty: 4861.603516
	Iteration 41Q: 3 clusters Score -2090570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2090568.125000 Penalty: 4861.603516
	Iteration 42Q: 3 clusters Score -2090568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2090571.250000 Penalty: 4861.603516
	Iteration 43Q: 3 clusters Score -2090571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2090572.375000 Penalty: 4861.603516
	Iteration 44Q: 3 clusters Score -2090572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2090572.625000 Penalty: 4861.603516
	Iteration 45Q: 3 clusters Score -2090573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2090573.375000 Penalty: 4861.603516
	Iteration 46Q: 3 clusters Score -2090573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2090572.000000 Penalty: 4861.603516
	Iteration 47Q: 3 clusters Score -2090572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2090573.000000 Penalty: 4861.603516
	Iteration 48Q: 3 clusters Score -2090573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2090573.625000 Penalty: 4861.603516
	Iteration 49Q: 3 clusters Score -2090574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2090572.875000 Penalty: 4861.603516
	Iteration 50Q: 3 clusters Score -2090573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2090574.375000 Penalty: 4861.603516
	Iteration 51Q: 3 clusters Score -2090574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2090576.625000 Penalty: 4861.603516
	Iteration 52Q: 3 clusters Score -2090577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2090576.625000 Penalty: 4861.603516
	Iteration 53F: 3 clusters Score -2090577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Entering Unmasked Estep 
Score: -1834187.375000 Penalty: 2397.747070
	Iteration 0F: 2 clusters Score -1834187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1822728.625000 Penalty: 4795.494141
	Iteration 0F: 3 clusters Score -1822729 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1826370.375000 Penalty: 4795.494141
	Iteration 1F: 3 clusters Score -1826370 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1826758.125000 Penalty: 4795.494141
	Iteration 2F: 3 clusters Score -1826758 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1827076.000000 Penalty: 4795.494141
	Iteration 3Q: 3 clusters Score -1827076 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1827370.750000 Penalty: 4795.494141
	Iteration 4Q: 3 clusters Score -1827371 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1827707.875000 Penalty: 4795.494141
	Iteration 5Q: 3 clusters Score -1827708 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1828132.000000 Penalty: 4795.494141
	Iteration 6Q: 3 clusters Score -1828132 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1828659.125000 Penalty: 4795.494141
	Iteration 7F: 3 clusters Score -1828659 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1829326.875000 Penalty: 4795.494141
	Iteration 8F: 3 clusters Score -1829327 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1830094.500000 Penalty: 4795.494141
	Iteration 9F: 3 clusters Score -1830094 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1830839.875000 Penalty: 4795.494141
	Iteration 10Q: 3 clusters Score -1830840 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1831358.375000 Penalty: 4795.494141
	Iteration 11Q: 3 clusters Score -1831358 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1831666.875000 Penalty: 4795.494141
	Iteration 12Q: 3 clusters Score -1831667 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1831809.125000 Penalty: 4795.494141
	Iteration 13Q: 3 clusters Score -1831809 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1831897.125000 Penalty: 4795.494141
	Iteration 14Q: 3 clusters Score -1831897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1831943.750000 Penalty: 4795.494141
	Iteration 15Q: 3 clusters Score -1831944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1831970.625000 Penalty: 4795.494141
	Iteration 16Q: 3 clusters Score -1831971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1831996.750000 Penalty: 4795.494141
	Iteration 17Q: 3 clusters Score -1831997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1832014.125000 Penalty: 4795.494141
	Iteration 18Q: 3 clusters Score -1832014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1832027.625000 Penalty: 4795.494141
	Iteration 19Q: 3 clusters Score -1832028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1832036.750000 Penalty: 4795.494141
	Iteration 20F: 3 clusters Score -1832037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1832040.375000 Penalty: 4795.494141
	Iteration 21Q: 3 clusters Score -1832040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1832040.875000 Penalty: 4795.494141
	Iteration 22Q: 3 clusters Score -1832041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1832041.375000 Penalty: 4795.494141
	Iteration 23Q: 3 clusters Score -1832041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1832049.000000 Penalty: 4795.494141
	Iteration 24Q: 3 clusters Score -1832049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1832054.375000 Penalty: 4795.494141
	Iteration 25Q: 3 clusters Score -1832054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1832058.000000 Penalty: 4795.494141
	Iteration 26Q: 3 clusters Score -1832058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1832060.125000 Penalty: 4795.494141
	Iteration 27Q: 3 clusters Score -1832060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1832065.375000 Penalty: 4795.494141
	Iteration 28Q: 3 clusters Score -1832065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1832066.750000 Penalty: 4795.494141
	Iteration 29Q: 3 clusters Score -1832067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1832067.125000 Penalty: 4795.494141
	Iteration 30Q: 3 clusters Score -1832067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1832068.250000 Penalty: 4795.494141
	Iteration 31Q: 3 clusters Score -1832068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1832069.375000 Penalty: 4795.494141
	Iteration 32Q: 3 clusters Score -1832069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1832069.375000 Penalty: 4795.494141
	Iteration 33F: 3 clusters Score -1832069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Entering Unmasked Estep 
Score: -988668.375000 Penalty: 2257.897217
	Iteration 0F: 2 clusters Score -988668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -981607.687500 Penalty: 4515.794434
	Iteration 0F: 3 clusters Score -981607.7 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -983729.562500 Penalty: 4515.794434
	Iteration 1F: 3 clusters Score -983729.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -984514.875000 Penalty: 4515.794434
	Iteration 2F: 3 clusters Score -984514.9 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -985434.562500 Penalty: 4515.794434
	Iteration 3F: 3 clusters Score -985434.6 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -986291.750000 Penalty: 4515.794434
	Iteration 4F: 3 clusters Score -986291.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -986941.312500 Penalty: 4515.794434
	Iteration 5F: 3 clusters Score -986941.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -987330.375000 Penalty: 4515.794434
	Iteration 6F: 3 clusters Score -987330.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -987519.312500 Penalty: 4515.794434
	Iteration 7Q: 3 clusters Score -987519.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -987602.250000 Penalty: 4515.794434
	Iteration 8Q: 3 clusters Score -987602.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -987628.250000 Penalty: 4515.794434
	Iteration 9Q: 3 clusters Score -987628.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -987646.250000 Penalty: 4515.794434
	Iteration 10Q: 3 clusters Score -987646.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -987661.000000 Penalty: 4515.794434
	Iteration 11Q: 3 clusters Score -987661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -987667.875000 Penalty: 4515.794434
	Iteration 12Q: 3 clusters Score -987667.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -987672.562500 Penalty: 4515.794434
	Iteration 13Q: 3 clusters Score -987672.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -987675.125000 Penalty: 4515.794434
	Iteration 14Q: 3 clusters Score -987675.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -987675.750000 Penalty: 4515.794434
	Iteration 15Q: 3 clusters Score -987675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -987677.125000 Penalty: 4515.794434
	Iteration 16Q: 3 clusters Score -987677.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -987677.125000 Penalty: 4515.794434
	Iteration 17F: 3 clusters Score -987677.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -343145.843750 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -343145.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -339831.343750 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -339831.3 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -340490.906250 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -340490.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -340657.312500 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -340657.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -340756.281250 Penalty: 3980.331787
	Iteration 3Q: 3 clusters Score -340756.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -340816.562500 Penalty: 3980.331787
	Iteration 4Q: 3 clusters Score -340816.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -340861.812500 Penalty: 3980.331787
	Iteration 5Q: 3 clusters Score -340861.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -340900.156250 Penalty: 3980.331787
	Iteration 6Q: 3 clusters Score -340900.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -340935.937500 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -340935.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -340961.281250 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -340961.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -340984.875000 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -340984.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -341005.968750 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -341006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -341020.125000 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -341020.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -341028.062500 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -341028.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -341035.312500 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -341035.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -341040.687500 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -341040.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -341044.562500 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -341044.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -341051.250000 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -341051.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -341055.406250 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -341055.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -341063.281250 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -341063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -341066.593750 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -341066.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -341069.281250 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -341069.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -341074.687500 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -341074.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -341079.062500 Penalty: 3980.331787
	Iteration 22Q: 3 clusters Score -341079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -341083.687500 Penalty: 3980.331787
	Iteration 23Q: 3 clusters Score -341083.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -341087.500000 Penalty: 3980.331787
	Iteration 24Q: 3 clusters Score -341087.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -341091.531250 Penalty: 3980.331787
	Iteration 25Q: 3 clusters Score -341091.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -341097.062500 Penalty: 3980.331787
	Iteration 26Q: 3 clusters Score -341097.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -341102.625000 Penalty: 3980.331787
	Iteration 27Q: 3 clusters Score -341102.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -341107.656250 Penalty: 3980.331787
	Iteration 28Q: 3 clusters Score -341107.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -341109.000000 Penalty: 3980.331787
	Iteration 29Q: 3 clusters Score -341109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -341111.312500 Penalty: 3980.331787
	Iteration 30Q: 3 clusters Score -341111.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -341114.312500 Penalty: 3980.331787
	Iteration 31Q: 3 clusters Score -341114.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -341117.625000 Penalty: 3980.331787
	Iteration 32Q: 3 clusters Score -341117.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -341121.531250 Penalty: 3980.331787
	Iteration 33Q: 3 clusters Score -341121.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -341126.312500 Penalty: 3980.331787
	Iteration 34Q: 3 clusters Score -341126.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -341133.531250 Penalty: 3980.331787
	Iteration 35Q: 3 clusters Score -341133.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -341134.968750 Penalty: 3980.331787
	Iteration 36Q: 3 clusters Score -341135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -341138.375000 Penalty: 3980.331787
	Iteration 37Q: 3 clusters Score -341138.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -341144.656250 Penalty: 3980.331787
	Iteration 38Q: 3 clusters Score -341144.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -341148.718750 Penalty: 3980.331787
	Iteration 39Q: 3 clusters Score -341148.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -341153.250000 Penalty: 3980.331787
	Iteration 40F: 3 clusters Score -341153.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -341156.500000 Penalty: 3980.331787
	Iteration 41Q: 3 clusters Score -341156.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -341158.968750 Penalty: 3980.331787
	Iteration 42Q: 3 clusters Score -341159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -341160.562500 Penalty: 3980.331787
	Iteration 43Q: 3 clusters Score -341160.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -341160.843750 Penalty: 3980.331787
	Iteration 44Q: 3 clusters Score -341160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -341160.843750 Penalty: 3980.331787
	Iteration 45F: 3 clusters Score -341160.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (67894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Entering Unmasked Estep 
Score: -7725517.000000 Penalty: 2759.174316
	Iteration 0F: 2 clusters Score -7725517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -7679779.000000 Penalty: 5518.348633
	Iteration 0F: 3 clusters Score -7679779 nChanged 31681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -7698044.000000 Penalty: 5518.348633
	Iteration 1F: 3 clusters Score -7698044 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -7698999.000000 Penalty: 5518.348633
	Iteration 2Q: 3 clusters Score -7698999 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -7700557.000000 Penalty: 5518.348633
	Iteration 3F: 3 clusters Score -7700557 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -7703128.500000 Penalty: 5518.348633
	Iteration 4F: 3 clusters Score -7703128 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -7707646.000000 Penalty: 5518.348633
	Iteration 5F: 3 clusters Score -7707646 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -7713501.500000 Penalty: 5518.348633
	Iteration 6F: 3 clusters Score -7713502 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
Score: -7718322.000000 Penalty: 5518.348633
	Iteration 7F: 3 clusters Score -7718322 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -7721164.000000 Penalty: 5518.348633
	Iteration 8Q: 3 clusters Score -7721164 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -7722431.000000 Penalty: 5518.348633
	Iteration 9Q: 3 clusters Score -7722431 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -7723001.500000 Penalty: 5518.348633
	Iteration 10Q: 3 clusters Score -7723002 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -7723265.000000 Penalty: 5518.348633
	Iteration 11Q: 3 clusters Score -7723265 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -7723377.000000 Penalty: 5518.348633
	Iteration 12Q: 3 clusters Score -7723377 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 66720 members 
Entering Unmasked Estep 
Score: -7723444.000000 Penalty: 5518.348633
	Iteration 13Q: 3 clusters Score -7723444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 66752 members 
Entering Unmasked Estep 
Score: -7723483.000000 Penalty: 5518.348633
	Iteration 14Q: 3 clusters Score -7723483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 66769 members 
Entering Unmasked Estep 
Score: -7723484.500000 Penalty: 5518.348633
	Iteration 15Q: 3 clusters Score -7723484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -7723492.500000 Penalty: 5518.348633
	Iteration 16Q: 3 clusters Score -7723492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -7723500.000000 Penalty: 5518.348633
	Iteration 17Q: 3 clusters Score -7723500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -7723502.500000 Penalty: 5518.348633
	Iteration 18Q: 3 clusters Score -7723502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -7723500.000000 Penalty: 5518.348633
	Iteration 19Q: 3 clusters Score -7723500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -7723508.000000 Penalty: 5518.348633
	Iteration 20F: 3 clusters Score -7723508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -7723503.000000 Penalty: 5518.348633
	Iteration 21Q: 3 clusters Score -7723503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -7723508.500000 Penalty: 5518.348633
	Iteration 22Q: 3 clusters Score -7723508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -7723502.000000 Penalty: 5518.348633
	Iteration 23Q: 3 clusters Score -7723502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -7723506.500000 Penalty: 5518.348633
	Iteration 24Q: 3 clusters Score -7723506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -7723500.500000 Penalty: 5518.348633
	Iteration 25Q: 3 clusters Score -7723500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -7723506.000000 Penalty: 5518.348633
	Iteration 26Q: 3 clusters Score -7723506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -7723503.500000 Penalty: 5518.348633
	Iteration 27Q: 3 clusters Score -7723504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -7723502.000000 Penalty: 5518.348633
	Iteration 28Q: 3 clusters Score -7723502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -7723505.000000 Penalty: 5518.348633
	Iteration 29Q: 3 clusters Score -7723505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -7723505.000000 Penalty: 5518.348633
	Iteration 30Q: 3 clusters Score -7723505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -7723504.500000 Penalty: 5518.348633
	Iteration 31Q: 3 clusters Score -7723504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -7723504.500000 Penalty: 5518.348633
	Iteration 32F: 3 clusters Score -7723504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (241828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241828 members 
Entering Unmasked Estep 
Score: -27543442.000000 Penalty: 3074.203369
	Iteration 0F: 2 clusters Score -2.754344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120300 members 
Mstep: Class 2 contains 121528 members 
Entering Unmasked Estep 
Score: -27387548.000000 Penalty: 6148.406738
	Iteration 0F: 3 clusters Score -2.738755e+07 nChanged 116669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109047 members 
Mstep: Class 2 contains 132781 members 
Entering Unmasked Estep 
Score: -27456910.000000 Penalty: 6148.406738
	Iteration 1F: 3 clusters Score -2.745691e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101693 members 
Mstep: Class 2 contains 140135 members 
Entering Unmasked Estep 
Score: -27459432.000000 Penalty: 6148.406738
	Iteration 2Q: 3 clusters Score -2.745943e+07 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90553 members 
Mstep: Class 2 contains 151275 members 
Entering Unmasked Estep 
Score: -27464850.000000 Penalty: 6148.406738
	Iteration 3Q: 3 clusters Score -2.746485e+07 nChanged 16390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 167593 members 
Entering Unmasked Estep 
Score: -27474774.000000 Penalty: 6148.406738
	Iteration 4F: 3 clusters Score -2.747477e+07 nChanged 21749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 189330 members 
Entering Unmasked Estep 
Score: -27492634.000000 Penalty: 6148.406738
	Iteration 5F: 3 clusters Score -2.749263e+07 nChanged 23695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 213025 members 
Entering Unmasked Estep 
Score: -27514924.000000 Penalty: 6148.406738
	Iteration 6F: 3 clusters Score -2.751492e+07 nChanged 17630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 230655 members 
Entering Unmasked Estep 
Score: -27531382.000000 Penalty: 6148.406738
	Iteration 7F: 3 clusters Score -2.753138e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 238772 members 
Entering Unmasked Estep 
Score: -27538190.000000 Penalty: 6148.406738
	Iteration 8Q: 3 clusters Score -2.753819e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 241053 members 
Entering Unmasked Estep 
Score: -27540096.000000 Penalty: 6148.406738
	Iteration 9Q: 3 clusters Score -2.75401e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 241518 members 
Entering Unmasked Estep 
Score: -27540516.000000 Penalty: 6148.406738
	Iteration 10Q: 3 clusters Score -2.754052e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 241589 members 
Entering Unmasked Estep 
Score: -27540656.000000 Penalty: 6148.406738
	Iteration 11Q: 3 clusters Score -2.754066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 241607 members 
Entering Unmasked Estep 
Score: -27540680.000000 Penalty: 6148.406738
	Iteration 12Q: 3 clusters Score -2.754068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 241616 members 
Entering Unmasked Estep 
Score: -27540712.000000 Penalty: 6148.406738
	Iteration 13Q: 3 clusters Score -2.754071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 241618 members 
Entering Unmasked Estep 
Score: -27540706.000000 Penalty: 6148.406738
	Iteration 14Q: 3 clusters Score -2.754071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 241622 members 
Entering Unmasked Estep 
Score: -27540744.000000 Penalty: 6148.406738
	Iteration 15Q: 3 clusters Score -2.754074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 241626 members 
Entering Unmasked Estep 
Score: -27540754.000000 Penalty: 6148.406738
	Iteration 16Q: 3 clusters Score -2.754075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241628 members 
Entering Unmasked Estep 
Score: -27540752.000000 Penalty: 6148.406738
	Iteration 17Q: 3 clusters Score -2.754075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 241630 members 
Entering Unmasked Estep 
Score: -27540768.000000 Penalty: 6148.406738
	Iteration 18Q: 3 clusters Score -2.754077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 241632 members 
Entering Unmasked Estep 
Score: -27540766.000000 Penalty: 6148.406738
	Iteration 19Q: 3 clusters Score -2.754077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 241633 members 
Entering Unmasked Estep 
Score: -27540766.000000 Penalty: 6148.406738
	Iteration 20F: 3 clusters Score -2.754077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 241634 members 
Entering Unmasked Estep 
Score: -27540764.000000 Penalty: 6148.406738
	Iteration 21Q: 3 clusters Score -2.754076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 241634 members 
Entering Unmasked Estep 
Score: -27540764.000000 Penalty: 6148.406738
	Iteration 22F: 3 clusters Score -2.754076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (187017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187017 members 
Entering Unmasked Estep 
Score: -21166588.000000 Penalty: 3010.460938
	Iteration 0F: 2 clusters Score -2.116659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -21043002.000000 Penalty: 6020.921875
	Iteration 0F: 3 clusters Score -2.1043e+07 nChanged 89925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 93914 members 
Entering Unmasked Estep 
Score: -21095500.000000 Penalty: 6020.921875
	Iteration 1F: 3 clusters Score -2.10955e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92725 members 
Mstep: Class 2 contains 94292 members 
Entering Unmasked Estep 
Score: -21097296.000000 Penalty: 6020.921875
	Iteration 2Q: 3 clusters Score -2.10973e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -21099694.000000 Penalty: 6020.921875
	Iteration 3Q: 3 clusters Score -2.109969e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90957 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -21102620.000000 Penalty: 6020.921875
	Iteration 4Q: 3 clusters Score -2.110262e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89417 members 
Mstep: Class 2 contains 97600 members 
Entering Unmasked Estep 
Score: -21107130.000000 Penalty: 6020.921875
	Iteration 5Q: 3 clusters Score -2.110713e+07 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87243 members 
Mstep: Class 2 contains 99774 members 
Entering Unmasked Estep 
Score: -21113110.000000 Penalty: 6020.921875
	Iteration 6F: 3 clusters Score -2.111311e+07 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 102556 members 
Entering Unmasked Estep 
Score: -21120504.000000 Penalty: 6020.921875
	Iteration 7F: 3 clusters Score -2.11205e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81487 members 
Mstep: Class 2 contains 105530 members 
Entering Unmasked Estep 
Score: -21128140.000000 Penalty: 6020.921875
	Iteration 8F: 3 clusters Score -2.112814e+07 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 108181 members 
Entering Unmasked Estep 
Score: -21134914.000000 Penalty: 6020.921875
	Iteration 9F: 3 clusters Score -2.113491e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76706 members 
Mstep: Class 2 contains 110311 members 
Entering Unmasked Estep 
Score: -21139746.000000 Penalty: 6020.921875
	Iteration 10Q: 3 clusters Score -2.113975e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -21142044.000000 Penalty: 6020.921875
	Iteration 11Q: 3 clusters Score -2.114204e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73563 members 
Mstep: Class 2 contains 113454 members 
Entering Unmasked Estep 
Score: -21143100.000000 Penalty: 6020.921875
	Iteration 12Q: 3 clusters Score -2.11431e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 114875 members 
Entering Unmasked Estep 
Score: -21143616.000000 Penalty: 6020.921875
	Iteration 13Q: 3 clusters Score -2.114362e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 116333 members 
Entering Unmasked Estep 
Score: -21143936.000000 Penalty: 6020.921875
	Iteration 14Q: 3 clusters Score -2.114394e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 117857 members 
Entering Unmasked Estep 
Score: -21144150.000000 Penalty: 6020.921875
	Iteration 15Q: 3 clusters Score -2.114415e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67551 members 
Mstep: Class 2 contains 119466 members 
Entering Unmasked Estep 
Score: -21144354.000000 Penalty: 6020.921875
	Iteration 16Q: 3 clusters Score -2.114435e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 121159 members 
Entering Unmasked Estep 
Score: -21144642.000000 Penalty: 6020.921875
	Iteration 17Q: 3 clusters Score -2.114464e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 122867 members 
Entering Unmasked Estep 
Score: -21144922.000000 Penalty: 6020.921875
	Iteration 18Q: 3 clusters Score -2.114492e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -21145312.000000 Penalty: 6020.921875
	Iteration 19Q: 3 clusters Score -2.114531e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 126547 members 
Entering Unmasked Estep 
Score: -21145610.000000 Penalty: 6020.921875
	Iteration 20F: 3 clusters Score -2.114561e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 128476 members 
Entering Unmasked Estep 
Score: -21145906.000000 Penalty: 6020.921875
	Iteration 21Q: 3 clusters Score -2.114591e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 130383 members 
Entering Unmasked Estep 
Score: -21146184.000000 Penalty: 6020.921875
	Iteration 22Q: 3 clusters Score -2.114618e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 132326 members 
Entering Unmasked Estep 
Score: -21146584.000000 Penalty: 6020.921875
	Iteration 23Q: 3 clusters Score -2.114658e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 134307 members 
Entering Unmasked Estep 
Score: -21146932.000000 Penalty: 6020.921875
	Iteration 24Q: 3 clusters Score -2.114693e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 136356 members 
Entering Unmasked Estep 
Score: -21147472.000000 Penalty: 6020.921875
	Iteration 25Q: 3 clusters Score -2.114747e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 138508 members 
Entering Unmasked Estep 
Score: -21147926.000000 Penalty: 6020.921875
	Iteration 26Q: 3 clusters Score -2.114793e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 140750 members 
Entering Unmasked Estep 
Score: -21148572.000000 Penalty: 6020.921875
	Iteration 27Q: 3 clusters Score -2.114857e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 143090 members 
Entering Unmasked Estep 
Score: -21149210.000000 Penalty: 6020.921875
	Iteration 28Q: 3 clusters Score -2.114921e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 145437 members 
Entering Unmasked Estep 
Score: -21149834.000000 Penalty: 6020.921875
	Iteration 29Q: 3 clusters Score -2.114983e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 147854 members 
Entering Unmasked Estep 
Score: -21150538.000000 Penalty: 6020.921875
	Iteration 30Q: 3 clusters Score -2.115054e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 150311 members 
Entering Unmasked Estep 
Score: -21151412.000000 Penalty: 6020.921875
	Iteration 31Q: 3 clusters Score -2.115141e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 152836 members 
Entering Unmasked Estep 
Score: -21152298.000000 Penalty: 6020.921875
	Iteration 32Q: 3 clusters Score -2.11523e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 155505 members 
Entering Unmasked Estep 
Score: -21153332.000000 Penalty: 6020.921875
	Iteration 33Q: 3 clusters Score -2.115333e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 158099 members 
Entering Unmasked Estep 
Score: -21154396.000000 Penalty: 6020.921875
	Iteration 34Q: 3 clusters Score -2.11544e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 160655 members 
Entering Unmasked Estep 
Score: -21155510.000000 Penalty: 6020.921875
	Iteration 35Q: 3 clusters Score -2.115551e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 163105 members 
Entering Unmasked Estep 
Score: -21156668.000000 Penalty: 6020.921875
	Iteration 36Q: 3 clusters Score -2.115667e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 165422 members 
Entering Unmasked Estep 
Score: -21157654.000000 Penalty: 6020.921875
	Iteration 37Q: 3 clusters Score -2.115765e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 167616 members 
Entering Unmasked Estep 
Score: -21158736.000000 Penalty: 6020.921875
	Iteration 38Q: 3 clusters Score -2.115874e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 169613 members 
Entering Unmasked Estep 
Score: -21159738.000000 Penalty: 6020.921875
	Iteration 39Q: 3 clusters Score -2.115974e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 171387 members 
Entering Unmasked Estep 
Score: -21160526.000000 Penalty: 6020.921875
	Iteration 40F: 3 clusters Score -2.116053e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 172994 members 
Entering Unmasked Estep 
Score: -21161232.000000 Penalty: 6020.921875
	Iteration 41Q: 3 clusters Score -2.116123e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 174376 members 
Entering Unmasked Estep 
Score: -21161938.000000 Penalty: 6020.921875
	Iteration 42Q: 3 clusters Score -2.116194e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 175558 members 
Entering Unmasked Estep 
Score: -21162518.000000 Penalty: 6020.921875
	Iteration 43Q: 3 clusters Score -2.116252e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 176580 members 
Entering Unmasked Estep 
Score: -21162916.000000 Penalty: 6020.921875
	Iteration 44Q: 3 clusters Score -2.116292e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 177440 members 
Entering Unmasked Estep 
Score: -21163170.000000 Penalty: 6020.921875
	Iteration 45Q: 3 clusters Score -2.116317e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 178204 members 
Entering Unmasked Estep 
Score: -21163496.000000 Penalty: 6020.921875
	Iteration 46Q: 3 clusters Score -2.11635e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 178880 members 
Entering Unmasked Estep 
Score: -21163676.000000 Penalty: 6020.921875
	Iteration 47Q: 3 clusters Score -2.116368e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 179435 members 
Entering Unmasked Estep 
Score: -21163782.000000 Penalty: 6020.921875
	Iteration 48Q: 3 clusters Score -2.116378e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 179902 members 
Entering Unmasked Estep 
Score: -21163956.000000 Penalty: 6020.921875
	Iteration 49Q: 3 clusters Score -2.116396e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 180302 members 
Entering Unmasked Estep 
Score: -21164044.000000 Penalty: 6020.921875
	Iteration 50Q: 3 clusters Score -2.116404e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 180663 members 
Entering Unmasked Estep 
Score: -21164208.000000 Penalty: 6020.921875
	Iteration 51Q: 3 clusters Score -2.116421e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 180986 members 
Entering Unmasked Estep 
Score: -21164312.000000 Penalty: 6020.921875
	Iteration 52Q: 3 clusters Score -2.116431e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 181279 members 
Entering Unmasked Estep 
Score: -21164386.000000 Penalty: 6020.921875
	Iteration 53Q: 3 clusters Score -2.116439e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 181522 members 
Entering Unmasked Estep 
Score: -21164412.000000 Penalty: 6020.921875
	Iteration 54Q: 3 clusters Score -2.116441e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 181745 members 
Entering Unmasked Estep 
Score: -21164448.000000 Penalty: 6020.921875
	Iteration 55Q: 3 clusters Score -2.116445e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 181943 members 
Entering Unmasked Estep 
Score: -21164476.000000 Penalty: 6020.921875
	Iteration 56Q: 3 clusters Score -2.116448e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 182139 members 
Entering Unmasked Estep 
Score: -21164512.000000 Penalty: 6020.921875
	Iteration 57Q: 3 clusters Score -2.116451e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 182317 members 
Entering Unmasked Estep 
Score: -21164526.000000 Penalty: 6020.921875
	Iteration 58Q: 3 clusters Score -2.116453e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 182484 members 
Entering Unmasked Estep 
Score: -21164520.000000 Penalty: 6020.921875
	Iteration 59Q: 3 clusters Score -2.116452e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 182617 members 
Entering Unmasked Estep 
Score: -21164536.000000 Penalty: 6020.921875
	Iteration 60F: 3 clusters Score -2.116454e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 182745 members 
Entering Unmasked Estep 
Score: -21164528.000000 Penalty: 6020.921875
	Iteration 61Q: 3 clusters Score -2.116453e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 182873 members 
Entering Unmasked Estep 
Score: -21164502.000000 Penalty: 6020.921875
	Iteration 62Q: 3 clusters Score -2.11645e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 182995 members 
Entering Unmasked Estep 
Score: -21164528.000000 Penalty: 6020.921875
	Iteration 63Q: 3 clusters Score -2.116453e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 183084 members 
Entering Unmasked Estep 
Score: -21164546.000000 Penalty: 6020.921875
	Iteration 64Q: 3 clusters Score -2.116455e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 183167 members 
Entering Unmasked Estep 
Score: -21164562.000000 Penalty: 6020.921875
	Iteration 65Q: 3 clusters Score -2.116456e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 183249 members 
Entering Unmasked Estep 
Score: -21164548.000000 Penalty: 6020.921875
	Iteration 66Q: 3 clusters Score -2.116455e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 183331 members 
Entering Unmasked Estep 
Score: -21164552.000000 Penalty: 6020.921875
	Iteration 67Q: 3 clusters Score -2.116455e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 183412 members 
Entering Unmasked Estep 
Score: -21164568.000000 Penalty: 6020.921875
	Iteration 68Q: 3 clusters Score -2.116457e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 183481 members 
Entering Unmasked Estep 
Score: -21164576.000000 Penalty: 6020.921875
	Iteration 69Q: 3 clusters Score -2.116458e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 183544 members 
Entering Unmasked Estep 
Score: -21164568.000000 Penalty: 6020.921875
	Iteration 70Q: 3 clusters Score -2.116457e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 183610 members 
Entering Unmasked Estep 
Score: -21164608.000000 Penalty: 6020.921875
	Iteration 71Q: 3 clusters Score -2.116461e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 183673 members 
Entering Unmasked Estep 
Score: -21164628.000000 Penalty: 6020.921875
	Iteration 72Q: 3 clusters Score -2.116463e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 183733 members 
Entering Unmasked Estep 
Score: -21164622.000000 Penalty: 6020.921875
	Iteration 73Q: 3 clusters Score -2.116462e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 183776 members 
Entering Unmasked Estep 
Score: -21164630.000000 Penalty: 6020.921875
	Iteration 74Q: 3 clusters Score -2.116463e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 183815 members 
Entering Unmasked Estep 
Score: -21164646.000000 Penalty: 6020.921875
	Iteration 75Q: 3 clusters Score -2.116465e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 183848 members 
Entering Unmasked Estep 
Score: -21164658.000000 Penalty: 6020.921875
	Iteration 76Q: 3 clusters Score -2.116466e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 183881 members 
Entering Unmasked Estep 
Score: -21164670.000000 Penalty: 6020.921875
	Iteration 77Q: 3 clusters Score -2.116467e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 183918 members 
Entering Unmasked Estep 
Score: -21164680.000000 Penalty: 6020.921875
	Iteration 78Q: 3 clusters Score -2.116468e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 183954 members 
Entering Unmasked Estep 
Score: -21164710.000000 Penalty: 6020.921875
	Iteration 79Q: 3 clusters Score -2.116471e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 183991 members 
Entering Unmasked Estep 
Score: -21164686.000000 Penalty: 6020.921875
	Iteration 80F: 3 clusters Score -2.116469e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 184020 members 
Entering Unmasked Estep 
Score: -21164716.000000 Penalty: 6020.921875
	Iteration 81Q: 3 clusters Score -2.116472e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 184052 members 
Entering Unmasked Estep 
Score: -21164754.000000 Penalty: 6020.921875
	Iteration 82Q: 3 clusters Score -2.116475e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 184088 members 
Entering Unmasked Estep 
Score: -21164740.000000 Penalty: 6020.921875
	Iteration 83Q: 3 clusters Score -2.116474e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 184115 members 
Entering Unmasked Estep 
Score: -21164760.000000 Penalty: 6020.921875
	Iteration 84Q: 3 clusters Score -2.116476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 184133 members 
Entering Unmasked Estep 
Score: -21164762.000000 Penalty: 6020.921875
	Iteration 85Q: 3 clusters Score -2.116476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 184146 members 
Entering Unmasked Estep 
Score: -21164764.000000 Penalty: 6020.921875
	Iteration 86Q: 3 clusters Score -2.116476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 184160 members 
Entering Unmasked Estep 
Score: -21164762.000000 Penalty: 6020.921875
	Iteration 87Q: 3 clusters Score -2.116476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 184170 members 
Entering Unmasked Estep 
Score: -21164766.000000 Penalty: 6020.921875
	Iteration 88Q: 3 clusters Score -2.116477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 184181 members 
Entering Unmasked Estep 
Score: -21164776.000000 Penalty: 6020.921875
	Iteration 89Q: 3 clusters Score -2.116478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 184190 members 
Entering Unmasked Estep 
Score: -21164762.000000 Penalty: 6020.921875
	Iteration 90Q: 3 clusters Score -2.116476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 184195 members 
Entering Unmasked Estep 
Score: -21164776.000000 Penalty: 6020.921875
	Iteration 91Q: 3 clusters Score -2.116478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 184204 members 
Entering Unmasked Estep 
Score: -21164780.000000 Penalty: 6020.921875
	Iteration 92Q: 3 clusters Score -2.116478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 184217 members 
Entering Unmasked Estep 
Score: -21164788.000000 Penalty: 6020.921875
	Iteration 93Q: 3 clusters Score -2.116479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 184233 members 
Entering Unmasked Estep 
Score: -21164766.000000 Penalty: 6020.921875
	Iteration 94Q: 3 clusters Score -2.116477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 184242 members 
Entering Unmasked Estep 
Score: -21164772.000000 Penalty: 6020.921875
	Iteration 95Q: 3 clusters Score -2.116477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 184252 members 
Entering Unmasked Estep 
Score: -21164770.000000 Penalty: 6020.921875
	Iteration 96Q: 3 clusters Score -2.116477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 184260 members 
Entering Unmasked Estep 
Score: -21164768.000000 Penalty: 6020.921875
	Iteration 97Q: 3 clusters Score -2.116477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 184264 members 
Entering Unmasked Estep 
Score: -21164772.000000 Penalty: 6020.921875
	Iteration 98Q: 3 clusters Score -2.116477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 184270 members 
Entering Unmasked Estep 
Score: -21164782.000000 Penalty: 6020.921875
	Iteration 99Q: 3 clusters Score -2.116478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 184280 members 
Entering Unmasked Estep 
Score: -21164786.000000 Penalty: 6020.921875
	Iteration 100F: 3 clusters Score -2.116479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 184287 members 
Entering Unmasked Estep 
Score: -21164788.000000 Penalty: 6020.921875
	Iteration 101Q: 3 clusters Score -2.116479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 184295 members 
Entering Unmasked Estep 
Score: -21164774.000000 Penalty: 6020.921875
	Iteration 102Q: 3 clusters Score -2.116477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 184301 members 
Entering Unmasked Estep 
Score: -21164774.000000 Penalty: 6020.921875
	Iteration 103Q: 3 clusters Score -2.116477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 184311 members 
Entering Unmasked Estep 
Score: -21164778.000000 Penalty: 6020.921875
	Iteration 104Q: 3 clusters Score -2.116478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 184318 members 
Entering Unmasked Estep 
Score: -21164768.000000 Penalty: 6020.921875
	Iteration 105Q: 3 clusters Score -2.116477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 184321 members 
Entering Unmasked Estep 
Score: -21164782.000000 Penalty: 6020.921875
	Iteration 106Q: 3 clusters Score -2.116478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 184324 members 
Entering Unmasked Estep 
Score: -21164780.000000 Penalty: 6020.921875
	Iteration 107Q: 3 clusters Score -2.116478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 184325 members 
Entering Unmasked Estep 
Score: -21164782.000000 Penalty: 6020.921875
	Iteration 108Q: 3 clusters Score -2.116478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 184330 members 
Entering Unmasked Estep 
Score: -21164776.000000 Penalty: 6020.921875
	Iteration 109Q: 3 clusters Score -2.116478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 184332 members 
Entering Unmasked Estep 
Score: -21164770.000000 Penalty: 6020.921875
	Iteration 110Q: 3 clusters Score -2.116477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 184332 members 
Entering Unmasked Estep 
Score: -21164772.000000 Penalty: 6020.921875
	Iteration 111Q: 3 clusters Score -2.116477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 184333 members 
Entering Unmasked Estep 
Score: -21164778.000000 Penalty: 6020.921875
	Iteration 112Q: 3 clusters Score -2.116478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 184334 members 
Entering Unmasked Estep 
Score: -21164780.000000 Penalty: 6020.921875
	Iteration 113Q: 3 clusters Score -2.116478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 184334 members 
Entering Unmasked Estep 
Score: -21164780.000000 Penalty: 6020.921875
	Iteration 114F: 3 clusters Score -2.116478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -52427.960938 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -52427.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50913.761719 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -50913.76 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51189.933594 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -51189.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51312.214844 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -51312.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51376.933594 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -51376.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51393.785156 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -51393.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51412.421875 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -51412.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51431.250000 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -51431.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51440.851562 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -51440.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51443.953125 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -51443.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51445.941406 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -51445.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51449.597656 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -51449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -51458.199219 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -51458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51467.039062 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -51467.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51472.289062 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -51472.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51472.289062 Penalty: 3131.519775
	Iteration 14F: 3 clusters Score -51472.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41151 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 651 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 18063 members 
Mstep: Class 14 contains 15809 members 
Mstep: Class 15 contains 8995 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 67894 members 
Mstep: Class 18 contains 241828 members 
Mstep: Class 19 contains 187017 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761512.000000 Penalty: 62942.238281
Iteration 119Q: 20 clusters Score -7.076151e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41145 members 
Mstep: Class 4 contains 3195 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15470 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 14 contains 15822 members 
Mstep: Class 15 contains 8993 members 
Mstep: Class 16 contains 3052 members 
Mstep: Class 17 contains 67831 members 
Mstep: Class 18 contains 241691 members 
Mstep: Class 19 contains 187091 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761744.000000 Penalty: 62942.238281
Iteration 120F: 20 clusters Score -7.076174e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41130 members 
Mstep: Class 4 contains 3195 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15517 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15829 members 
Mstep: Class 15 contains 8993 members 
Mstep: Class 16 contains 3049 members 
Mstep: Class 17 contains 67743 members 
Mstep: Class 18 contains 241543 members 
Mstep: Class 19 contains 187181 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761696.000000 Penalty: 62942.238281
Iteration 121Q: 20 clusters Score -7.07617e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41117 members 
Mstep: Class 4 contains 3190 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15562 members 
Mstep: Class 12 contains 18101 members 
Mstep: Class 14 contains 15832 members 
Mstep: Class 15 contains 8991 members 
Mstep: Class 16 contains 3044 members 
Mstep: Class 17 contains 67658 members 
Mstep: Class 18 contains 241391 members 
Mstep: Class 19 contains 187295 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761952.000000 Penalty: 62942.238281
Iteration 122Q: 20 clusters Score -7.076195e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41108 members 
Mstep: Class 4 contains 3186 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15617 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15833 members 
Mstep: Class 15 contains 8991 members 
Mstep: Class 16 contains 3042 members 
Mstep: Class 17 contains 67600 members 
Mstep: Class 18 contains 241242 members 
Mstep: Class 19 contains 187365 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762000.000000 Penalty: 62942.238281
Iteration 123Q: 20 clusters Score -7.0762e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41107 members 
Mstep: Class 4 contains 3192 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15838 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 67546 members 
Mstep: Class 18 contains 241139 members 
Mstep: Class 19 contains 187398 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762088.000000 Penalty: 62942.238281
Iteration 124Q: 20 clusters Score -7.076209e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41111 members 
Mstep: Class 4 contains 3191 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15695 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 14 contains 15842 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 67496 members 
Mstep: Class 18 contains 241060 members 
Mstep: Class 19 contains 187427 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762128.000000 Penalty: 62942.238281
Iteration 125Q: 20 clusters Score -7.076213e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41118 members 
Mstep: Class 4 contains 3190 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15731 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 14 contains 15843 members 
Mstep: Class 15 contains 8988 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 17 contains 67450 members 
Mstep: Class 18 contains 240989 members 
Mstep: Class 19 contains 187446 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762248.000000 Penalty: 62942.238281
Iteration 126Q: 20 clusters Score -7.076225e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41122 members 
Mstep: Class 4 contains 3192 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15771 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 14 contains 15852 members 
Mstep: Class 15 contains 8982 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 67377 members 
Mstep: Class 18 contains 240918 members 
Mstep: Class 19 contains 187473 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762248.000000 Penalty: 62942.238281
Iteration 127Q: 20 clusters Score -7.076225e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41126 members 
Mstep: Class 4 contains 3189 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15807 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 14 contains 15850 members 
Mstep: Class 15 contains 8980 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 67322 members 
Mstep: Class 18 contains 240821 members 
Mstep: Class 19 contains 187537 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762176.000000 Penalty: 62942.238281
Iteration 128Q: 20 clusters Score -7.076218e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41126 members 
Mstep: Class 4 contains 3190 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15834 members 
Mstep: Class 12 contains 18067 members 
Mstep: Class 14 contains 15854 members 
Mstep: Class 15 contains 8979 members 
Mstep: Class 16 contains 3031 members 
Mstep: Class 17 contains 67260 members 
Mstep: Class 18 contains 240772 members 
Mstep: Class 19 contains 187566 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762248.000000 Penalty: 62942.238281
Iteration 129Q: 20 clusters Score -7.076225e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41128 members 
Mstep: Class 4 contains 3190 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15863 members 
Mstep: Class 12 contains 18065 members 
Mstep: Class 14 contains 15857 members 
Mstep: Class 15 contains 8977 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 67196 members 
Mstep: Class 18 contains 240696 members 
Mstep: Class 19 contains 187600 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762224.000000 Penalty: 62942.238281
Iteration 130Q: 20 clusters Score -7.076222e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41132 members 
Mstep: Class 4 contains 3191 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15880 members 
Mstep: Class 12 contains 18064 members 
Mstep: Class 14 contains 15860 members 
Mstep: Class 15 contains 8974 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 67129 members 
Mstep: Class 18 contains 240628 members 
Mstep: Class 19 contains 187644 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762352.000000 Penalty: 62942.238281
Iteration 131Q: 20 clusters Score -7.076235e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41136 members 
Mstep: Class 4 contains 3192 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15913 members 
Mstep: Class 12 contains 18065 members 
Mstep: Class 14 contains 15862 members 
Mstep: Class 15 contains 8973 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 67062 members 
Mstep: Class 18 contains 240542 members 
Mstep: Class 19 contains 187685 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762368.000000 Penalty: 62942.238281
Iteration 132Q: 20 clusters Score -7.076237e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41144 members 
Mstep: Class 4 contains 3195 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15928 members 
Mstep: Class 12 contains 18067 members 
Mstep: Class 14 contains 15865 members 
Mstep: Class 15 contains 8974 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 67003 members 
Mstep: Class 18 contains 240474 members 
Mstep: Class 19 contains 187729 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762424.000000 Penalty: 62942.238281
Iteration 133Q: 20 clusters Score -7.076242e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41154 members 
Mstep: Class 4 contains 3196 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15942 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 14 contains 15865 members 
Mstep: Class 15 contains 8975 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 66947 members 
Mstep: Class 18 contains 240400 members 
Mstep: Class 19 contains 187759 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762480.000000 Penalty: 62942.238281
Iteration 134Q: 20 clusters Score -7.076248e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41157 members 
Mstep: Class 4 contains 3197 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15951 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 14 contains 15863 members 
Mstep: Class 15 contains 8976 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66891 members 
Mstep: Class 18 contains 240342 members 
Mstep: Class 19 contains 187790 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762472.000000 Penalty: 62942.238281
Iteration 135Q: 20 clusters Score -7.076247e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41164 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15959 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15861 members 
Mstep: Class 15 contains 8977 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66819 members 
Mstep: Class 18 contains 240299 members 
Mstep: Class 19 contains 187820 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762424.000000 Penalty: 62942.238281
Iteration 136Q: 20 clusters Score -7.076242e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41167 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15965 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15864 members 
Mstep: Class 15 contains 8977 members 
Mstep: Class 16 contains 3036 members 
Mstep: Class 17 contains 66752 members 
Mstep: Class 18 contains 240237 members 
Mstep: Class 19 contains 187861 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762432.000000 Penalty: 62942.238281
Iteration 137Q: 20 clusters Score -7.076243e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41169 members 
Mstep: Class 4 contains 3201 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15976 members 
Mstep: Class 12 contains 18096 members 
Mstep: Class 14 contains 15864 members 
Mstep: Class 15 contains 8978 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 66676 members 
Mstep: Class 18 contains 240169 members 
Mstep: Class 19 contains 187916 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762464.000000 Penalty: 62942.238281
Iteration 138Q: 20 clusters Score -7.076246e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41169 members 
Mstep: Class 4 contains 3202 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15987 members 
Mstep: Class 12 contains 18100 members 
Mstep: Class 14 contains 15864 members 
Mstep: Class 15 contains 8978 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 66614 members 
Mstep: Class 18 contains 240113 members 
Mstep: Class 19 contains 187954 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 62942.238281
Iteration 139Q: 20 clusters Score -7.07625e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41166 members 
Mstep: Class 4 contains 3201 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 15991 members 
Mstep: Class 12 contains 18102 members 
Mstep: Class 14 contains 15868 members 
Mstep: Class 15 contains 8977 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 66562 members 
Mstep: Class 18 contains 240063 members 
Mstep: Class 19 contains 188001 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762520.000000 Penalty: 62942.238281
Iteration 140F: 20 clusters Score -7.076252e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41167 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16000 members 
Mstep: Class 12 contains 18099 members 
Mstep: Class 14 contains 15870 members 
Mstep: Class 15 contains 8977 members 
Mstep: Class 16 contains 3031 members 
Mstep: Class 17 contains 66522 members 
Mstep: Class 18 contains 240006 members 
Mstep: Class 19 contains 188053 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762600.000000 Penalty: 62942.238281
Iteration 141Q: 20 clusters Score -7.07626e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41169 members 
Mstep: Class 4 contains 3196 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16008 members 
Mstep: Class 12 contains 18101 members 
Mstep: Class 14 contains 15872 members 
Mstep: Class 15 contains 8978 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 17 contains 66481 members 
Mstep: Class 18 contains 239964 members 
Mstep: Class 19 contains 188077 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762568.000000 Penalty: 62942.238281
Iteration 142Q: 20 clusters Score -7.076257e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41171 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 932 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16012 members 
Mstep: Class 12 contains 18101 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 8977 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66440 members 
Mstep: Class 18 contains 239920 members 
Mstep: Class 19 contains 188109 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762464.000000 Penalty: 62942.238281
Iteration 143Q: 20 clusters Score -7.076246e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41174 members 
Mstep: Class 4 contains 3200 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 932 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16020 members 
Mstep: Class 12 contains 18100 members 
Mstep: Class 14 contains 15876 members 
Mstep: Class 15 contains 8976 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 66414 members 
Mstep: Class 18 contains 239862 members 
Mstep: Class 19 contains 188153 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762472.000000 Penalty: 62942.238281
Iteration 144Q: 20 clusters Score -7.076247e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41173 members 
Mstep: Class 4 contains 3201 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 932 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16027 members 
Mstep: Class 12 contains 18107 members 
Mstep: Class 14 contains 15876 members 
Mstep: Class 15 contains 8976 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 66389 members 
Mstep: Class 18 contains 239808 members 
Mstep: Class 19 contains 188198 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762488.000000 Penalty: 62942.238281
Iteration 145Q: 20 clusters Score -7.076249e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41175 members 
Mstep: Class 4 contains 3209 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 932 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16035 members 
Mstep: Class 12 contains 18110 members 
Mstep: Class 14 contains 15878 members 
Mstep: Class 15 contains 8974 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 66356 members 
Mstep: Class 18 contains 239737 members 
Mstep: Class 19 contains 188261 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762624.000000 Penalty: 62942.238281
Iteration 146Q: 20 clusters Score -7.076262e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41172 members 
Mstep: Class 4 contains 3209 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 932 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16043 members 
Mstep: Class 12 contains 18111 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8974 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 66333 members 
Mstep: Class 18 contains 239682 members 
Mstep: Class 19 contains 188308 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762592.000000 Penalty: 62942.238281
Iteration 147Q: 20 clusters Score -7.076259e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41176 members 
Mstep: Class 4 contains 3209 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 932 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16055 members 
Mstep: Class 12 contains 18108 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8974 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 66305 members 
Mstep: Class 18 contains 239637 members 
Mstep: Class 19 contains 188341 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762552.000000 Penalty: 62942.238281
Iteration 148Q: 20 clusters Score -7.076255e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41176 members 
Mstep: Class 4 contains 3211 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 932 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16067 members 
Mstep: Class 12 contains 18102 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8973 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 66277 members 
Mstep: Class 18 contains 239592 members 
Mstep: Class 19 contains 188382 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762592.000000 Penalty: 62942.238281
Iteration 149Q: 20 clusters Score -7.076259e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41177 members 
Mstep: Class 4 contains 3212 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16077 members 
Mstep: Class 12 contains 18098 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 66248 members 
Mstep: Class 18 contains 239547 members 
Mstep: Class 19 contains 188426 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762480.000000 Penalty: 62942.238281
Iteration 150Q: 20 clusters Score -7.076248e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41177 members 
Mstep: Class 4 contains 3211 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16080 members 
Mstep: Class 12 contains 18097 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66224 members 
Mstep: Class 18 contains 239508 members 
Mstep: Class 19 contains 188459 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762480.000000 Penalty: 62942.238281
Iteration 151Q: 20 clusters Score -7.076248e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41178 members 
Mstep: Class 4 contains 3212 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16086 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66199 members 
Mstep: Class 18 contains 239490 members 
Mstep: Class 19 contains 188481 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762360.000000 Penalty: 62942.238281
Iteration 152Q: 20 clusters Score -7.076236e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41179 members 
Mstep: Class 4 contains 3212 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16091 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15888 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 66176 members 
Mstep: Class 18 contains 239458 members 
Mstep: Class 19 contains 188516 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762392.000000 Penalty: 62942.238281
Iteration 153Q: 20 clusters Score -7.076239e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41177 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16095 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 14 contains 15888 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66161 members 
Mstep: Class 18 contains 239438 members 
Mstep: Class 19 contains 188537 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762368.000000 Penalty: 62942.238281
Iteration 154Q: 20 clusters Score -7.076237e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41176 members 
Mstep: Class 4 contains 3212 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16101 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 14 contains 15888 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 66155 members 
Mstep: Class 18 contains 239404 members 
Mstep: Class 19 contains 188560 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762400.000000 Penalty: 62942.238281
Iteration 155Q: 20 clusters Score -7.07624e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41178 members 
Mstep: Class 4 contains 3212 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16107 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 66151 members 
Mstep: Class 18 contains 239362 members 
Mstep: Class 19 contains 188593 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762448.000000 Penalty: 62942.238281
Iteration 156Q: 20 clusters Score -7.076245e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41177 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16106 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66140 members 
Mstep: Class 18 contains 239321 members 
Mstep: Class 19 contains 188634 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 62942.238281
Iteration 157Q: 20 clusters Score -7.07625e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41177 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16104 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8973 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 17 contains 66126 members 
Mstep: Class 18 contains 239271 members 
Mstep: Class 19 contains 188688 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762512.000000 Penalty: 62942.238281
Iteration 158Q: 20 clusters Score -7.076251e+07 nChanged 106
Entering ConstructFrom: 
Score: -70762512.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (25168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Entering Unmasked Estep 
Score: -2912714.000000 Penalty: 2513.065430
	Iteration 0F: 2 clusters Score -2912714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2895217.250000 Penalty: 5026.130859
	Iteration 0F: 3 clusters Score -2895217 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2901161.500000 Penalty: 5026.130859
	Iteration 1F: 3 clusters Score -2901162 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2901558.500000 Penalty: 5026.130859
	Iteration 2Q: 3 clusters Score -2901558 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2901889.000000 Penalty: 5026.130859
	Iteration 3Q: 3 clusters Score -2901889 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2902214.500000 Penalty: 5026.130859
	Iteration 4Q: 3 clusters Score -2902214 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2902510.000000 Penalty: 5026.130859
	Iteration 5Q: 3 clusters Score -2902510 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2902858.250000 Penalty: 5026.130859
	Iteration 6Q: 3 clusters Score -2902858 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2903318.250000 Penalty: 5026.130859
	Iteration 7Q: 3 clusters Score -2903318 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2903933.000000 Penalty: 5026.130859
	Iteration 8Q: 3 clusters Score -2903933 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2904776.000000 Penalty: 5026.130859
	Iteration 9F: 3 clusters Score -2904776 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2905939.000000 Penalty: 5026.130859
	Iteration 10F: 3 clusters Score -2905939 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2907267.750000 Penalty: 5026.130859
	Iteration 11F: 3 clusters Score -2907268 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -2908489.000000 Penalty: 5026.130859
	Iteration 12F: 3 clusters Score -2908489 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -2909394.750000 Penalty: 5026.130859
	Iteration 13Q: 3 clusters Score -2909395 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2909883.250000 Penalty: 5026.130859
	Iteration 14Q: 3 clusters Score -2909883 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -2910131.250000 Penalty: 5026.130859
	Iteration 15Q: 3 clusters Score -2910131 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -2910281.250000 Penalty: 5026.130859
	Iteration 16Q: 3 clusters Score -2910281 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -2910348.750000 Penalty: 5026.130859
	Iteration 17Q: 3 clusters Score -2910349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2910387.250000 Penalty: 5026.130859
	Iteration 18Q: 3 clusters Score -2910387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -2910426.750000 Penalty: 5026.130859
	Iteration 19Q: 3 clusters Score -2910427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -2910456.500000 Penalty: 5026.130859
	Iteration 20F: 3 clusters Score -2910456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -2910466.500000 Penalty: 5026.130859
	Iteration 21Q: 3 clusters Score -2910466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -2910478.250000 Penalty: 5026.130859
	Iteration 22Q: 3 clusters Score -2910478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -2910486.500000 Penalty: 5026.130859
	Iteration 23Q: 3 clusters Score -2910486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -2910490.500000 Penalty: 5026.130859
	Iteration 24Q: 3 clusters Score -2910490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -2910498.250000 Penalty: 5026.130859
	Iteration 25Q: 3 clusters Score -2910498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -2910507.500000 Penalty: 5026.130859
	Iteration 26Q: 3 clusters Score -2910508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -2910510.500000 Penalty: 5026.130859
	Iteration 27Q: 3 clusters Score -2910510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -2910516.750000 Penalty: 5026.130859
	Iteration 28Q: 3 clusters Score -2910517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -2910517.000000 Penalty: 5026.130859
	Iteration 29Q: 3 clusters Score -2910517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -2910516.250000 Penalty: 5026.130859
	Iteration 30Q: 3 clusters Score -2910516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -2910517.250000 Penalty: 5026.130859
	Iteration 31Q: 3 clusters Score -2910517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -2910520.000000 Penalty: 5026.130859
	Iteration 32Q: 3 clusters Score -2910520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -2910520.000000 Penalty: 5026.130859
	Iteration 33F: 3 clusters Score -2910520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -92491.085938 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -92491.09 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 416 members 
Entering Unmasked Estep 
Score: -90699.203125 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -90699.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -90897.843750 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -90897.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90952.312500 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -90952.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90975.968750 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -90975.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90990.054688 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -90990.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90994.445312 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -90994.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90998.468750 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -90998.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91003.320312 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -91003.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91010.500000 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -91010.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91024.234375 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -91024.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91032.507812 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -91032.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91039.265625 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -91039.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91063.210938 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -91063.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91076.320312 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -91076.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91084.968750 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -91084.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91091.812500 Penalty: 3325.996826
	Iteration 15Q: 3 clusters Score -91091.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91094.015625 Penalty: 3325.996826
	Iteration 16Q: 3 clusters Score -91094.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91098.335938 Penalty: 3325.996826
	Iteration 17Q: 3 clusters Score -91098.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91098.335938 Penalty: 3325.996826
	Iteration 18F: 3 clusters Score -91098.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Entering Unmasked Estep 
Score: -4618563.500000 Penalty: 2635.145508
	Iteration 0F: 2 clusters Score -4618564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -4590828.500000 Penalty: 5270.291016
	Iteration 0F: 3 clusters Score -4590828 nChanged 18808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -4601250.000000 Penalty: 5270.291016
	Iteration 1F: 3 clusters Score -4601250 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -4601856.500000 Penalty: 5270.291016
	Iteration 2Q: 3 clusters Score -4601856 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -4602469.000000 Penalty: 5270.291016
	Iteration 3Q: 3 clusters Score -4602469 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -4603119.000000 Penalty: 5270.291016
	Iteration 4Q: 3 clusters Score -4603119 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -4603894.500000 Penalty: 5270.291016
	Iteration 5Q: 3 clusters Score -4603894 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -4604812.000000 Penalty: 5270.291016
	Iteration 6Q: 3 clusters Score -4604812 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -4606011.000000 Penalty: 5270.291016
	Iteration 7F: 3 clusters Score -4606011 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -4607516.500000 Penalty: 5270.291016
	Iteration 8F: 3 clusters Score -4607516 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4609182.500000 Penalty: 5270.291016
	Iteration 9F: 3 clusters Score -4609182 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4610895.500000 Penalty: 5270.291016
	Iteration 10F: 3 clusters Score -4610896 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -4612613.500000 Penalty: 5270.291016
	Iteration 11Q: 3 clusters Score -4612614 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -4614282.000000 Penalty: 5270.291016
	Iteration 12Q: 3 clusters Score -4614282 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -4615353.000000 Penalty: 5270.291016
	Iteration 13Q: 3 clusters Score -4615353 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -4615830.000000 Penalty: 5270.291016
	Iteration 14Q: 3 clusters Score -4615830 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -4616084.000000 Penalty: 5270.291016
	Iteration 15Q: 3 clusters Score -4616084 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -4616220.000000 Penalty: 5270.291016
	Iteration 16Q: 3 clusters Score -4616220 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -4616302.000000 Penalty: 5270.291016
	Iteration 17Q: 3 clusters Score -4616302 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -4616377.000000 Penalty: 5270.291016
	Iteration 18Q: 3 clusters Score -4616377 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -4616388.500000 Penalty: 5270.291016
	Iteration 19Q: 3 clusters Score -4616388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -4616420.500000 Penalty: 5270.291016
	Iteration 20F: 3 clusters Score -4616420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -4616419.500000 Penalty: 5270.291016
	Iteration 21Q: 3 clusters Score -4616420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -4616433.500000 Penalty: 5270.291016
	Iteration 22Q: 3 clusters Score -4616434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -4616435.500000 Penalty: 5270.291016
	Iteration 23Q: 3 clusters Score -4616436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -4616431.000000 Penalty: 5270.291016
	Iteration 24Q: 3 clusters Score -4616431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -4616432.500000 Penalty: 5270.291016
	Iteration 25Q: 3 clusters Score -4616432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -4616427.500000 Penalty: 5270.291016
	Iteration 26Q: 3 clusters Score -4616428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -4616431.500000 Penalty: 5270.291016
	Iteration 27Q: 3 clusters Score -4616432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -4616431.500000 Penalty: 5270.291016
	Iteration 28Q: 3 clusters Score -4616432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -4616435.000000 Penalty: 5270.291016
	Iteration 29Q: 3 clusters Score -4616435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -4616435.500000 Penalty: 5270.291016
	Iteration 30Q: 3 clusters Score -4616436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4616425.000000 Penalty: 5270.291016
	Iteration 31Q: 3 clusters Score -4616425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -4616432.000000 Penalty: 5270.291016
	Iteration 32Q: 3 clusters Score -4616432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -4616438.000000 Penalty: 5270.291016
	Iteration 33Q: 3 clusters Score -4616438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -4616431.000000 Penalty: 5270.291016
	Iteration 34Q: 3 clusters Score -4616431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -4616427.500000 Penalty: 5270.291016
	Iteration 35Q: 3 clusters Score -4616428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -4616441.000000 Penalty: 5270.291016
	Iteration 36Q: 3 clusters Score -4616441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -4616440.000000 Penalty: 5270.291016
	Iteration 37Q: 3 clusters Score -4616440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -4616445.000000 Penalty: 5270.291016
	Iteration 38Q: 3 clusters Score -4616445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -4616450.500000 Penalty: 5270.291016
	Iteration 39Q: 3 clusters Score -4616450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -4616442.000000 Penalty: 5270.291016
	Iteration 40F: 3 clusters Score -4616442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -4616442.000000 Penalty: 5270.291016
	Iteration 41Q: 3 clusters Score -4616442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -4616445.500000 Penalty: 5270.291016
	Iteration 42Q: 3 clusters Score -4616446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -4616448.500000 Penalty: 5270.291016
	Iteration 43Q: 3 clusters Score -4616448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -4616445.500000 Penalty: 5270.291016
	Iteration 44Q: 3 clusters Score -4616446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -4616448.000000 Penalty: 5270.291016
	Iteration 45Q: 3 clusters Score -4616448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -4616449.500000 Penalty: 5270.291016
	Iteration 46Q: 3 clusters Score -4616450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -4616449.500000 Penalty: 5270.291016
	Iteration 47F: 3 clusters Score -4616450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -344855.093750 Penalty: 2002.667358
	Iteration 0F: 2 clusters Score -344855.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -341458.562500 Penalty: 4005.334717
	Iteration 0F: 3 clusters Score -341458.6 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -342128.312500 Penalty: 4005.334717
	Iteration 1F: 3 clusters Score -342128.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -342284.593750 Penalty: 4005.334717
	Iteration 2F: 3 clusters Score -342284.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -342367.343750 Penalty: 4005.334717
	Iteration 3Q: 3 clusters Score -342367.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -342414.781250 Penalty: 4005.334717
	Iteration 4Q: 3 clusters Score -342414.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -342444.250000 Penalty: 4005.334717
	Iteration 5Q: 3 clusters Score -342444.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -342466.593750 Penalty: 4005.334717
	Iteration 6Q: 3 clusters Score -342466.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -342490.562500 Penalty: 4005.334717
	Iteration 7Q: 3 clusters Score -342490.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -342509.593750 Penalty: 4005.334717
	Iteration 8Q: 3 clusters Score -342509.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -342526.062500 Penalty: 4005.334717
	Iteration 9Q: 3 clusters Score -342526.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -342538.000000 Penalty: 4005.334717
	Iteration 10Q: 3 clusters Score -342538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -342546.375000 Penalty: 4005.334717
	Iteration 11Q: 3 clusters Score -342546.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -342555.468750 Penalty: 4005.334717
	Iteration 12Q: 3 clusters Score -342555.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -342565.312500 Penalty: 4005.334717
	Iteration 13Q: 3 clusters Score -342565.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -342573.437500 Penalty: 4005.334717
	Iteration 14Q: 3 clusters Score -342573.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -342581.625000 Penalty: 4005.334717
	Iteration 15Q: 3 clusters Score -342581.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -342586.843750 Penalty: 4005.334717
	Iteration 16Q: 3 clusters Score -342586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -342590.250000 Penalty: 4005.334717
	Iteration 17Q: 3 clusters Score -342590.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -342592.656250 Penalty: 4005.334717
	Iteration 18Q: 3 clusters Score -342592.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -342595.218750 Penalty: 4005.334717
	Iteration 19Q: 3 clusters Score -342595.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -342597.250000 Penalty: 4005.334717
	Iteration 20F: 3 clusters Score -342597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -342598.656250 Penalty: 4005.334717
	Iteration 21Q: 3 clusters Score -342598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -342599.625000 Penalty: 4005.334717
	Iteration 22Q: 3 clusters Score -342599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -342599.625000 Penalty: 4005.334717
	Iteration 23F: 3 clusters Score -342599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72620.726562 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72620.73 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 322 members 
Entering Unmasked Estep 
Score: -70925.984375 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -70925.98 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -71125.460938 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71125.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71177.593750 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -71177.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71204.257812 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71204.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71217.093750 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71217.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71225.078125 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71225.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71235.414062 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71235.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71244.484375 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -71244.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71249.343750 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -71249.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71253.250000 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -71253.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71253.250000 Penalty: 3215.621338
	Iteration 10F: 3 clusters Score -71253.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -95356.429688 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -95356.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -93544.414062 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -93544.41 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -93806.453125 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -93806.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93895.492188 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -93895.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -93952.281250 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -93952.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -93988.968750 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -93988.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -94019.023438 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -94019.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94064.546875 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -94064.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94076.515625 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -94076.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -94089.718750 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -94089.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -94094.468750 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -94094.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -94101.804688 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -94101.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -94105.187500 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -94105.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -94107.023438 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -94107.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -94107.023438 Penalty: 3352.590576
	Iteration 13F: 3 clusters Score -94107.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -97458.562500 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -97458.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95547.367188 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -95547.37 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95837.523438 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -95837.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -95954.882812 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -95954.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96054.531250 Penalty: 3391.848877
	Iteration 3Q: 3 clusters Score -96054.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96180.453125 Penalty: 3391.848877
	Iteration 4Q: 3 clusters Score -96180.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -96253.046875 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -96253.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -96313.265625 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -96313.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96381.890625 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -96381.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -96461.500000 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -96461.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -96545.914062 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -96545.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -96595.406250 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -96595.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -96646.671875 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -96646.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96650.960938 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -96650.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -96654.656250 Penalty: 3391.848877
	Iteration 13Q: 3 clusters Score -96654.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96656.750000 Penalty: 3391.848877
	Iteration 14Q: 3 clusters Score -96656.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96659.062500 Penalty: 3391.848877
	Iteration 15Q: 3 clusters Score -96659.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96659.062500 Penalty: 3391.848877
	Iteration 16F: 3 clusters Score -96659.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -130332.500000 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -130332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128265.445312 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -128265.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -128562.125000 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -128562.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -128665.109375 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -128665.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -128711.179688 Penalty: 3502.846924
	Iteration 3Q: 3 clusters Score -128711.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -128739.679688 Penalty: 3502.846924
	Iteration 4Q: 3 clusters Score -128739.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -128752.656250 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -128752.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -128759.539062 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -128759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -128764.289062 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -128764.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -128766.750000 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -128766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -128768.632812 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -128768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -128769.281250 Penalty: 3502.846924
	Iteration 10Q: 3 clusters Score -128769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128770.726562 Penalty: 3502.846924
	Iteration 11Q: 3 clusters Score -128770.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128772.921875 Penalty: 3502.846924
	Iteration 12Q: 3 clusters Score -128772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -128774.789062 Penalty: 3502.846924
	Iteration 13Q: 3 clusters Score -128774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -128775.578125 Penalty: 3502.846924
	Iteration 14Q: 3 clusters Score -128775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -128776.085938 Penalty: 3502.846924
	Iteration 15Q: 3 clusters Score -128776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -128776.656250 Penalty: 3502.846924
	Iteration 16Q: 3 clusters Score -128776.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -128777.421875 Penalty: 3502.846924
	Iteration 17Q: 3 clusters Score -128777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -128779.031250 Penalty: 3502.846924
	Iteration 18Q: 3 clusters Score -128779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -128784.328125 Penalty: 3502.846924
	Iteration 19Q: 3 clusters Score -128784.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -128785.625000 Penalty: 3502.846924
	Iteration 20F: 3 clusters Score -128785.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -128786.296875 Penalty: 3502.846924
	Iteration 21Q: 3 clusters Score -128786.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -128787.179688 Penalty: 3502.846924
	Iteration 22Q: 3 clusters Score -128787.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -128787.179688 Penalty: 3502.846924
	Iteration 23F: 3 clusters Score -128787.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -128002.476562 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -128002.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -125900.281250 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -125900.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -126479.226562 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -126479.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -127195.789062 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -127195.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -127884.093750 Penalty: 3568.812988
	Iteration 3F: 3 clusters Score -127884.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -128136.476562 Penalty: 3568.812988
	Iteration 4F: 3 clusters Score -128136.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -128247.359375 Penalty: 3568.812988
	Iteration 5Q: 3 clusters Score -128247.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -128338.437500 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -128338.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -128380.085938 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -128380.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -128421.023438 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -128421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -128454.382812 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -128454.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -128546.726562 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -128546.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -128668.976562 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -128669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -128698.710938 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -128698.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -128764.968750 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -128765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -128867.218750 Penalty: 3568.812988
	Iteration 14Q: 3 clusters Score -128867.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -128906.679688 Penalty: 3568.812988
	Iteration 15Q: 3 clusters Score -128906.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -128928.531250 Penalty: 3568.812988
	Iteration 16Q: 3 clusters Score -128928.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -128962.937500 Penalty: 3568.812988
	Iteration 17Q: 3 clusters Score -128962.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -129008.914062 Penalty: 3568.812988
	Iteration 18Q: 3 clusters Score -129008.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -129028.367188 Penalty: 3568.812988
	Iteration 19Q: 3 clusters Score -129028.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -129037.906250 Penalty: 3568.812988
	Iteration 20F: 3 clusters Score -129037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -129040.039062 Penalty: 3568.812988
	Iteration 21Q: 3 clusters Score -129040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -129042.078125 Penalty: 3568.812988
	Iteration 22Q: 3 clusters Score -129042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -129042.078125 Penalty: 3568.812988
	Iteration 23F: 3 clusters Score -129042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41175 members 
Mstep: Class 4 contains 3214 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 844 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16105 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 13 contains 489 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8973 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66121 members 
Mstep: Class 18 contains 239226 members 
Mstep: Class 19 contains 188727 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70762072.000000 Penalty: 66254.992188
Splitting cluster 9 changes total score from -70762512.000000 to -70762072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -70977.781250 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -70977.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69309.757812 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -69309.76 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69740.460938 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -69740.46 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69928.976562 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -69928.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70082.109375 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -70082.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70146.031250 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -70146.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70195.335938 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -70195.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70243.992188 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -70243.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70277.500000 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -70277.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70334.820312 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -70334.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70356.234375 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -70356.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70370.632812 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -70370.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70385.460938 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -70385.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70405.460938 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -70405.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -70418.179688 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -70418.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70435.375000 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -70435.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70466.273438 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -70466.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70556.085938 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -70556.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70599.210938 Penalty: 3270.829102
	Iteration 17Q: 3 clusters Score -70599.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -70623.875000 Penalty: 3270.829102
	Iteration 18Q: 3 clusters Score -70623.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70645.570312 Penalty: 3270.829102
	Iteration 19Q: 3 clusters Score -70645.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70682.390625 Penalty: 3270.829102
	Iteration 20F: 3 clusters Score -70682.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70718.820312 Penalty: 3270.829102
	Iteration 21Q: 3 clusters Score -70718.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70738.828125 Penalty: 3270.829102
	Iteration 22Q: 3 clusters Score -70738.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -70741.914062 Penalty: 3270.829102
	Iteration 23Q: 3 clusters Score -70741.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -70741.914062 Penalty: 3270.829102
	Iteration 24F: 3 clusters Score -70741.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Entering Unmasked Estep 
Score: -1868303.250000 Penalty: 2402.347412
	Iteration 0F: 2 clusters Score -1868303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1856765.375000 Penalty: 4804.694824
	Iteration 0F: 3 clusters Score -1856765 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1860366.625000 Penalty: 4804.694824
	Iteration 1F: 3 clusters Score -1860367 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1860675.750000 Penalty: 4804.694824
	Iteration 2F: 3 clusters Score -1860676 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1860903.625000 Penalty: 4804.694824
	Iteration 3Q: 3 clusters Score -1860904 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1861098.875000 Penalty: 4804.694824
	Iteration 4Q: 3 clusters Score -1861099 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1861248.125000 Penalty: 4804.694824
	Iteration 5Q: 3 clusters Score -1861248 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1861379.875000 Penalty: 4804.694824
	Iteration 6Q: 3 clusters Score -1861380 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1861528.750000 Penalty: 4804.694824
	Iteration 7Q: 3 clusters Score -1861529 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1861691.750000 Penalty: 4804.694824
	Iteration 8Q: 3 clusters Score -1861692 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1861965.625000 Penalty: 4804.694824
	Iteration 9Q: 3 clusters Score -1861966 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1862319.375000 Penalty: 4804.694824
	Iteration 10Q: 3 clusters Score -1862319 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1862822.375000 Penalty: 4804.694824
	Iteration 11Q: 3 clusters Score -1862822 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1863529.500000 Penalty: 4804.694824
	Iteration 12F: 3 clusters Score -1863530 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1864282.875000 Penalty: 4804.694824
	Iteration 13F: 3 clusters Score -1864283 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1865013.750000 Penalty: 4804.694824
	Iteration 14F: 3 clusters Score -1865014 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1865582.000000 Penalty: 4804.694824
	Iteration 15Q: 3 clusters Score -1865582 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1865992.125000 Penalty: 4804.694824
	Iteration 16Q: 3 clusters Score -1865992 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1866234.875000 Penalty: 4804.694824
	Iteration 17Q: 3 clusters Score -1866235 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1866379.750000 Penalty: 4804.694824
	Iteration 18Q: 3 clusters Score -1866380 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1866465.750000 Penalty: 4804.694824
	Iteration 19Q: 3 clusters Score -1866466 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1866515.875000 Penalty: 4804.694824
	Iteration 20F: 3 clusters Score -1866516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1866555.875000 Penalty: 4804.694824
	Iteration 21Q: 3 clusters Score -1866556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1866583.000000 Penalty: 4804.694824
	Iteration 22Q: 3 clusters Score -1866583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1866605.375000 Penalty: 4804.694824
	Iteration 23Q: 3 clusters Score -1866605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1866628.375000 Penalty: 4804.694824
	Iteration 24Q: 3 clusters Score -1866628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1866638.125000 Penalty: 4804.694824
	Iteration 25Q: 3 clusters Score -1866638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1866650.375000 Penalty: 4804.694824
	Iteration 26Q: 3 clusters Score -1866650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1866660.625000 Penalty: 4804.694824
	Iteration 27Q: 3 clusters Score -1866661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1866666.625000 Penalty: 4804.694824
	Iteration 28Q: 3 clusters Score -1866667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1866670.375000 Penalty: 4804.694824
	Iteration 29Q: 3 clusters Score -1866670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1866674.000000 Penalty: 4804.694824
	Iteration 30Q: 3 clusters Score -1866674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1866676.500000 Penalty: 4804.694824
	Iteration 31Q: 3 clusters Score -1866676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1866686.125000 Penalty: 4804.694824
	Iteration 32Q: 3 clusters Score -1866686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1866692.500000 Penalty: 4804.694824
	Iteration 33Q: 3 clusters Score -1866692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1866693.375000 Penalty: 4804.694824
	Iteration 34Q: 3 clusters Score -1866693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1866695.625000 Penalty: 4804.694824
	Iteration 35Q: 3 clusters Score -1866696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1866696.750000 Penalty: 4804.694824
	Iteration 36Q: 3 clusters Score -1866697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1866696.750000 Penalty: 4804.694824
	Iteration 37F: 3 clusters Score -1866697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Entering Unmasked Estep 
Score: -2095635.250000 Penalty: 2431.117676
	Iteration 0F: 2 clusters Score -2095635 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 9112 members 
Entering Unmasked Estep 
Score: -2082855.875000 Penalty: 4862.235352
	Iteration 0F: 3 clusters Score -2082856 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2087045.125000 Penalty: 4862.235352
	Iteration 1F: 3 clusters Score -2087045 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2087401.125000 Penalty: 4862.235352
	Iteration 2F: 3 clusters Score -2087401 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2087653.750000 Penalty: 4862.235352
	Iteration 3Q: 3 clusters Score -2087654 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2087874.750000 Penalty: 4862.235352
	Iteration 4Q: 3 clusters Score -2087875 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2088114.500000 Penalty: 4862.235352
	Iteration 5Q: 3 clusters Score -2088114 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2088332.375000 Penalty: 4862.235352
	Iteration 6Q: 3 clusters Score -2088332 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2088592.500000 Penalty: 4862.235352
	Iteration 7Q: 3 clusters Score -2088592 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2088872.750000 Penalty: 4862.235352
	Iteration 8Q: 3 clusters Score -2088873 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2089168.750000 Penalty: 4862.235352
	Iteration 9Q: 3 clusters Score -2089169 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2089477.875000 Penalty: 4862.235352
	Iteration 10Q: 3 clusters Score -2089478 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2089824.125000 Penalty: 4862.235352
	Iteration 11Q: 3 clusters Score -2089824 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2090174.000000 Penalty: 4862.235352
	Iteration 12Q: 3 clusters Score -2090174 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2090517.375000 Penalty: 4862.235352
	Iteration 13Q: 3 clusters Score -2090517 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2090864.500000 Penalty: 4862.235352
	Iteration 14Q: 3 clusters Score -2090864 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2091119.875000 Penalty: 4862.235352
	Iteration 15Q: 3 clusters Score -2091120 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2091309.375000 Penalty: 4862.235352
	Iteration 16Q: 3 clusters Score -2091309 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2091416.750000 Penalty: 4862.235352
	Iteration 17Q: 3 clusters Score -2091417 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2091490.625000 Penalty: 4862.235352
	Iteration 18Q: 3 clusters Score -2091491 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2091551.625000 Penalty: 4862.235352
	Iteration 19Q: 3 clusters Score -2091552 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2091601.125000 Penalty: 4862.235352
	Iteration 20F: 3 clusters Score -2091601 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2091646.000000 Penalty: 4862.235352
	Iteration 21Q: 3 clusters Score -2091646 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2091673.375000 Penalty: 4862.235352
	Iteration 22Q: 3 clusters Score -2091673 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2091700.625000 Penalty: 4862.235352
	Iteration 23Q: 3 clusters Score -2091701 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2091726.250000 Penalty: 4862.235352
	Iteration 24Q: 3 clusters Score -2091726 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2091747.250000 Penalty: 4862.235352
	Iteration 25Q: 3 clusters Score -2091747 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2091766.875000 Penalty: 4862.235352
	Iteration 26Q: 3 clusters Score -2091767 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2091791.500000 Penalty: 4862.235352
	Iteration 27Q: 3 clusters Score -2091792 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2091813.375000 Penalty: 4862.235352
	Iteration 28Q: 3 clusters Score -2091813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2091837.750000 Penalty: 4862.235352
	Iteration 29Q: 3 clusters Score -2091838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2091852.000000 Penalty: 4862.235352
	Iteration 30Q: 3 clusters Score -2091852 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2091871.750000 Penalty: 4862.235352
	Iteration 31Q: 3 clusters Score -2091872 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2091889.750000 Penalty: 4862.235352
	Iteration 32Q: 3 clusters Score -2091890 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2091913.000000 Penalty: 4862.235352
	Iteration 33Q: 3 clusters Score -2091913 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2091941.375000 Penalty: 4862.235352
	Iteration 34Q: 3 clusters Score -2091941 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2091968.375000 Penalty: 4862.235352
	Iteration 35Q: 3 clusters Score -2091968 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2092006.500000 Penalty: 4862.235352
	Iteration 36Q: 3 clusters Score -2092006 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2092046.125000 Penalty: 4862.235352
	Iteration 37Q: 3 clusters Score -2092046 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2092083.000000 Penalty: 4862.235352
	Iteration 38Q: 3 clusters Score -2092083 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2092123.000000 Penalty: 4862.235352
	Iteration 39Q: 3 clusters Score -2092123 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2092163.500000 Penalty: 4862.235352
	Iteration 40F: 3 clusters Score -2092164 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2092202.625000 Penalty: 4862.235352
	Iteration 41Q: 3 clusters Score -2092203 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2092248.375000 Penalty: 4862.235352
	Iteration 42Q: 3 clusters Score -2092248 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2092295.875000 Penalty: 4862.235352
	Iteration 43Q: 3 clusters Score -2092296 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2092331.125000 Penalty: 4862.235352
	Iteration 44Q: 3 clusters Score -2092331 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2092364.500000 Penalty: 4862.235352
	Iteration 45Q: 3 clusters Score -2092364 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2092405.375000 Penalty: 4862.235352
	Iteration 46Q: 3 clusters Score -2092405 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2092457.250000 Penalty: 4862.235352
	Iteration 47Q: 3 clusters Score -2092457 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2092503.750000 Penalty: 4862.235352
	Iteration 48Q: 3 clusters Score -2092504 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2092544.625000 Penalty: 4862.235352
	Iteration 49Q: 3 clusters Score -2092545 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2092606.000000 Penalty: 4862.235352
	Iteration 50Q: 3 clusters Score -2092606 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2092667.500000 Penalty: 4862.235352
	Iteration 51Q: 3 clusters Score -2092668 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2092730.875000 Penalty: 4862.235352
	Iteration 52Q: 3 clusters Score -2092731 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2092806.125000 Penalty: 4862.235352
	Iteration 53Q: 3 clusters Score -2092806 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2092868.750000 Penalty: 4862.235352
	Iteration 54Q: 3 clusters Score -2092869 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2092941.750000 Penalty: 4862.235352
	Iteration 55Q: 3 clusters Score -2092942 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2093000.500000 Penalty: 4862.235352
	Iteration 56Q: 3 clusters Score -2093000 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2093069.875000 Penalty: 4862.235352
	Iteration 57Q: 3 clusters Score -2093070 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2093126.625000 Penalty: 4862.235352
	Iteration 58Q: 3 clusters Score -2093127 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2093185.500000 Penalty: 4862.235352
	Iteration 59Q: 3 clusters Score -2093186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2093233.375000 Penalty: 4862.235352
	Iteration 60F: 3 clusters Score -2093233 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2093264.250000 Penalty: 4862.235352
	Iteration 61Q: 3 clusters Score -2093264 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2093306.750000 Penalty: 4862.235352
	Iteration 62Q: 3 clusters Score -2093307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2093328.875000 Penalty: 4862.235352
	Iteration 63Q: 3 clusters Score -2093329 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2093351.375000 Penalty: 4862.235352
	Iteration 64Q: 3 clusters Score -2093351 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2093372.875000 Penalty: 4862.235352
	Iteration 65Q: 3 clusters Score -2093373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2093388.625000 Penalty: 4862.235352
	Iteration 66Q: 3 clusters Score -2093389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2093409.375000 Penalty: 4862.235352
	Iteration 67Q: 3 clusters Score -2093409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2093422.625000 Penalty: 4862.235352
	Iteration 68Q: 3 clusters Score -2093423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2093430.250000 Penalty: 4862.235352
	Iteration 69Q: 3 clusters Score -2093430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2093444.000000 Penalty: 4862.235352
	Iteration 70Q: 3 clusters Score -2093444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2093450.000000 Penalty: 4862.235352
	Iteration 71Q: 3 clusters Score -2093450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2093458.375000 Penalty: 4862.235352
	Iteration 72Q: 3 clusters Score -2093458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2093469.625000 Penalty: 4862.235352
	Iteration 73Q: 3 clusters Score -2093470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2093478.125000 Penalty: 4862.235352
	Iteration 74Q: 3 clusters Score -2093478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2093486.250000 Penalty: 4862.235352
	Iteration 75Q: 3 clusters Score -2093486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2093487.750000 Penalty: 4862.235352
	Iteration 76Q: 3 clusters Score -2093488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2093490.875000 Penalty: 4862.235352
	Iteration 77Q: 3 clusters Score -2093491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2093493.250000 Penalty: 4862.235352
	Iteration 78Q: 3 clusters Score -2093493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2093496.250000 Penalty: 4862.235352
	Iteration 79Q: 3 clusters Score -2093496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2093497.500000 Penalty: 4862.235352
	Iteration 80F: 3 clusters Score -2093498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2093500.375000 Penalty: 4862.235352
	Iteration 81Q: 3 clusters Score -2093500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2093499.875000 Penalty: 4862.235352
	Iteration 82Q: 3 clusters Score -2093500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2093503.500000 Penalty: 4862.235352
	Iteration 83Q: 3 clusters Score -2093504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2093503.875000 Penalty: 4862.235352
	Iteration 84Q: 3 clusters Score -2093504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2093504.875000 Penalty: 4862.235352
	Iteration 85Q: 3 clusters Score -2093505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2093506.250000 Penalty: 4862.235352
	Iteration 86Q: 3 clusters Score -2093506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2093506.000000 Penalty: 4862.235352
	Iteration 87Q: 3 clusters Score -2093506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2093506.625000 Penalty: 4862.235352
	Iteration 88Q: 3 clusters Score -2093507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2093509.625000 Penalty: 4862.235352
	Iteration 89Q: 3 clusters Score -2093510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2093511.375000 Penalty: 4862.235352
	Iteration 90Q: 3 clusters Score -2093511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2093510.750000 Penalty: 4862.235352
	Iteration 91Q: 3 clusters Score -2093511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2093512.625000 Penalty: 4862.235352
	Iteration 92Q: 3 clusters Score -2093513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2093513.625000 Penalty: 4862.235352
	Iteration 93Q: 3 clusters Score -2093514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2093511.375000 Penalty: 4862.235352
	Iteration 94Q: 3 clusters Score -2093511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2093511.375000 Penalty: 4862.235352
	Iteration 95F: 3 clusters Score -2093511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Entering Unmasked Estep 
Score: -1842767.125000 Penalty: 2398.920898
	Iteration 0F: 2 clusters Score -1842767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1831367.500000 Penalty: 4797.841797
	Iteration 0F: 3 clusters Score -1831368 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1834945.250000 Penalty: 4797.841797
	Iteration 1F: 3 clusters Score -1834945 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1835266.500000 Penalty: 4797.841797
	Iteration 2F: 3 clusters Score -1835266 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1835493.250000 Penalty: 4797.841797
	Iteration 3Q: 3 clusters Score -1835493 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1835686.125000 Penalty: 4797.841797
	Iteration 4Q: 3 clusters Score -1835686 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1835861.750000 Penalty: 4797.841797
	Iteration 5Q: 3 clusters Score -1835862 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1836057.625000 Penalty: 4797.841797
	Iteration 6Q: 3 clusters Score -1836058 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1836257.875000 Penalty: 4797.841797
	Iteration 7Q: 3 clusters Score -1836258 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1836510.000000 Penalty: 4797.841797
	Iteration 8Q: 3 clusters Score -1836510 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1836769.875000 Penalty: 4797.841797
	Iteration 9Q: 3 clusters Score -1836770 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1837084.750000 Penalty: 4797.841797
	Iteration 10Q: 3 clusters Score -1837085 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
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Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7922 members 
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Mstep: Class 1 contains 8070 members 
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Mstep: Class 2 contains 7689 members 
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Mstep: Class 2 contains 7071 members 
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Mstep: Class 1 contains 8904 members 
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Mstep: Class 1 contains 8979 members 
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Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 6741 members 
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Mstep: Class 2 contains 6692 members 
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Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 6644 members 
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Mstep: Class 1 contains 9297 members 
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Mstep: Class 1 contains 9350 members 
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Mstep: Class 1 contains 9436 members 
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Mstep: Class 1 contains 9479 members 
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Mstep: Class 1 contains 9526 members 
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Mstep: Class 1 contains 9710 members 
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Mstep: Class 1 contains 9775 members 
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Mstep: Class 1 contains 9838 members 
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Mstep: Class 1 contains 9969 members 
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Mstep: Class 1 contains 10034 members 
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Mstep: Class 1 contains 10093 members 
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Mstep: Class 1 contains 10154 members 
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Mstep: Class 1 contains 10225 members 
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Mstep: Class 1 contains 10369 members 
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Mstep: Class 1 contains 10628 members 
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Mstep: Class 1 contains 10686 members 
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Mstep: Class 1 contains 10745 members 
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Mstep: Class 1 contains 11022 members 
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Mstep: Class 1 contains 11669 members 
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	Iteration 103Q: 3 clusters Score -1840324 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1840335.875000 Penalty: 4797.841797
	Iteration 104Q: 3 clusters Score -1840336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1840343.625000 Penalty: 4797.841797
	Iteration 105Q: 3 clusters Score -1840344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1840352.750000 Penalty: 4797.841797
	Iteration 106Q: 3 clusters Score -1840353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1840366.375000 Penalty: 4797.841797
	Iteration 107Q: 3 clusters Score -1840366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1840381.250000 Penalty: 4797.841797
	Iteration 108Q: 3 clusters Score -1840381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1840394.750000 Penalty: 4797.841797
	Iteration 109Q: 3 clusters Score -1840395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1840400.875000 Penalty: 4797.841797
	Iteration 110Q: 3 clusters Score -1840401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1840408.250000 Penalty: 4797.841797
	Iteration 111Q: 3 clusters Score -1840408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1840423.000000 Penalty: 4797.841797
	Iteration 112Q: 3 clusters Score -1840423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1840428.375000 Penalty: 4797.841797
	Iteration 113Q: 3 clusters Score -1840428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1840440.750000 Penalty: 4797.841797
	Iteration 114Q: 3 clusters Score -1840441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1840445.625000 Penalty: 4797.841797
	Iteration 115Q: 3 clusters Score -1840446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1840449.750000 Penalty: 4797.841797
	Iteration 116Q: 3 clusters Score -1840450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1840452.875000 Penalty: 4797.841797
	Iteration 117Q: 3 clusters Score -1840453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1840462.500000 Penalty: 4797.841797
	Iteration 118Q: 3 clusters Score -1840462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1840467.250000 Penalty: 4797.841797
	Iteration 119Q: 3 clusters Score -1840467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1840466.500000 Penalty: 4797.841797
	Iteration 120F: 3 clusters Score -1840466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1840474.125000 Penalty: 4797.841797
	Iteration 121Q: 3 clusters Score -1840474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1840478.375000 Penalty: 4797.841797
	Iteration 122Q: 3 clusters Score -1840478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1840475.750000 Penalty: 4797.841797
	Iteration 123Q: 3 clusters Score -1840476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1840479.000000 Penalty: 4797.841797
	Iteration 124Q: 3 clusters Score -1840479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1840480.375000 Penalty: 4797.841797
	Iteration 125Q: 3 clusters Score -1840480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1840481.875000 Penalty: 4797.841797
	Iteration 126Q: 3 clusters Score -1840482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1840483.375000 Penalty: 4797.841797
	Iteration 127Q: 3 clusters Score -1840483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1840486.500000 Penalty: 4797.841797
	Iteration 128Q: 3 clusters Score -1840486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1840491.000000 Penalty: 4797.841797
	Iteration 129Q: 3 clusters Score -1840491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1840490.125000 Penalty: 4797.841797
	Iteration 130Q: 3 clusters Score -1840490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1840492.250000 Penalty: 4797.841797
	Iteration 131Q: 3 clusters Score -1840492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1840492.750000 Penalty: 4797.841797
	Iteration 132Q: 3 clusters Score -1840493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1840497.750000 Penalty: 4797.841797
	Iteration 133Q: 3 clusters Score -1840498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1840497.375000 Penalty: 4797.841797
	Iteration 134Q: 3 clusters Score -1840497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1840502.875000 Penalty: 4797.841797
	Iteration 135Q: 3 clusters Score -1840503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1840504.875000 Penalty: 4797.841797
	Iteration 136Q: 3 clusters Score -1840505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1840502.000000 Penalty: 4797.841797
	Iteration 137Q: 3 clusters Score -1840502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1840505.875000 Penalty: 4797.841797
	Iteration 138Q: 3 clusters Score -1840506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1840509.625000 Penalty: 4797.841797
	Iteration 139Q: 3 clusters Score -1840510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1840511.125000 Penalty: 4797.841797
	Iteration 140F: 3 clusters Score -1840511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1840514.750000 Penalty: 4797.841797
	Iteration 141Q: 3 clusters Score -1840515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1840515.125000 Penalty: 4797.841797
	Iteration 142Q: 3 clusters Score -1840515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1840516.500000 Penalty: 4797.841797
	Iteration 143Q: 3 clusters Score -1840516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1840518.625000 Penalty: 4797.841797
	Iteration 144Q: 3 clusters Score -1840519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1840522.750000 Penalty: 4797.841797
	Iteration 145Q: 3 clusters Score -1840523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1840524.000000 Penalty: 4797.841797
	Iteration 146Q: 3 clusters Score -1840524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1840521.750000 Penalty: 4797.841797
	Iteration 147Q: 3 clusters Score -1840522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1840524.250000 Penalty: 4797.841797
	Iteration 148Q: 3 clusters Score -1840524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1840524.000000 Penalty: 4797.841797
	Iteration 149Q: 3 clusters Score -1840524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1840527.625000 Penalty: 4797.841797
	Iteration 150Q: 3 clusters Score -1840528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1840531.000000 Penalty: 4797.841797
	Iteration 151Q: 3 clusters Score -1840531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1840539.250000 Penalty: 4797.841797
	Iteration 152Q: 3 clusters Score -1840539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1840539.875000 Penalty: 4797.841797
	Iteration 153Q: 3 clusters Score -1840540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1840544.750000 Penalty: 4797.841797
	Iteration 154Q: 3 clusters Score -1840545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1840549.500000 Penalty: 4797.841797
	Iteration 155Q: 3 clusters Score -1840550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1840553.125000 Penalty: 4797.841797
	Iteration 156Q: 3 clusters Score -1840553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1840554.500000 Penalty: 4797.841797
	Iteration 157Q: 3 clusters Score -1840554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1840559.750000 Penalty: 4797.841797
	Iteration 158Q: 3 clusters Score -1840560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1840569.500000 Penalty: 4797.841797
	Iteration 159Q: 3 clusters Score -1840570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1840570.500000 Penalty: 4797.841797
	Iteration 160F: 3 clusters Score -1840570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1840579.375000 Penalty: 4797.841797
	Iteration 161Q: 3 clusters Score -1840579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1840584.750000 Penalty: 4797.841797
	Iteration 162Q: 3 clusters Score -1840585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1840582.250000 Penalty: 4797.841797
	Iteration 163Q: 3 clusters Score -1840582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1840584.250000 Penalty: 4797.841797
	Iteration 164Q: 3 clusters Score -1840584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1840588.125000 Penalty: 4797.841797
	Iteration 165Q: 3 clusters Score -1840588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1840590.250000 Penalty: 4797.841797
	Iteration 166Q: 3 clusters Score -1840590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1840593.750000 Penalty: 4797.841797
	Iteration 167Q: 3 clusters Score -1840594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1840597.625000 Penalty: 4797.841797
	Iteration 168Q: 3 clusters Score -1840598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1840599.250000 Penalty: 4797.841797
	Iteration 169Q: 3 clusters Score -1840599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1840599.875000 Penalty: 4797.841797
	Iteration 170Q: 3 clusters Score -1840600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1840604.125000 Penalty: 4797.841797
	Iteration 171Q: 3 clusters Score -1840604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1840605.875000 Penalty: 4797.841797
	Iteration 172Q: 3 clusters Score -1840606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1840607.750000 Penalty: 4797.841797
	Iteration 173Q: 3 clusters Score -1840608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1840612.625000 Penalty: 4797.841797
	Iteration 174Q: 3 clusters Score -1840613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1840615.750000 Penalty: 4797.841797
	Iteration 175Q: 3 clusters Score -1840616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1840619.500000 Penalty: 4797.841797
	Iteration 176Q: 3 clusters Score -1840620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1840620.875000 Penalty: 4797.841797
	Iteration 177Q: 3 clusters Score -1840621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1840622.875000 Penalty: 4797.841797
	Iteration 178Q: 3 clusters Score -1840623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1840621.250000 Penalty: 4797.841797
	Iteration 179Q: 3 clusters Score -1840621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1840623.750000 Penalty: 4797.841797
	Iteration 180F: 3 clusters Score -1840624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1840624.250000 Penalty: 4797.841797
	Iteration 181Q: 3 clusters Score -1840624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1840622.125000 Penalty: 4797.841797
	Iteration 182Q: 3 clusters Score -1840622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1840622.125000 Penalty: 4797.841797
	Iteration 183F: 3 clusters Score -1840622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Entering Unmasked Estep 
Score: -986304.437500 Penalty: 2257.289795
	Iteration 0F: 2 clusters Score -986304.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -979333.562500 Penalty: 4514.579590
	Iteration 0F: 3 clusters Score -979333.6 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -981463.437500 Penalty: 4514.579590
	Iteration 1F: 3 clusters Score -981463.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -981910.687500 Penalty: 4514.579590
	Iteration 2F: 3 clusters Score -981910.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -982305.375000 Penalty: 4514.579590
	Iteration 3F: 3 clusters Score -982305.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -982757.250000 Penalty: 4514.579590
	Iteration 4F: 3 clusters Score -982757.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -983267.000000 Penalty: 4514.579590
	Iteration 5F: 3 clusters Score -983267 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -983844.062500 Penalty: 4514.579590
	Iteration 6F: 3 clusters Score -983844.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -984351.562500 Penalty: 4514.579590
	Iteration 7F: 3 clusters Score -984351.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -984751.687500 Penalty: 4514.579590
	Iteration 8F: 3 clusters Score -984751.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -984995.625000 Penalty: 4514.579590
	Iteration 9Q: 3 clusters Score -984995.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -985134.125000 Penalty: 4514.579590
	Iteration 10Q: 3 clusters Score -985134.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -985194.000000 Penalty: 4514.579590
	Iteration 11Q: 3 clusters Score -985194 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -985226.562500 Penalty: 4514.579590
	Iteration 12Q: 3 clusters Score -985226.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -985247.437500 Penalty: 4514.579590
	Iteration 13Q: 3 clusters Score -985247.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -985261.812500 Penalty: 4514.579590
	Iteration 14Q: 3 clusters Score -985261.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -985270.625000 Penalty: 4514.579590
	Iteration 15Q: 3 clusters Score -985270.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -985276.937500 Penalty: 4514.579590
	Iteration 16Q: 3 clusters Score -985276.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -985279.062500 Penalty: 4514.579590
	Iteration 17Q: 3 clusters Score -985279.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -985280.125000 Penalty: 4514.579590
	Iteration 18Q: 3 clusters Score -985280.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -985282.000000 Penalty: 4514.579590
	Iteration 19Q: 3 clusters Score -985282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -985285.375000 Penalty: 4514.579590
	Iteration 20F: 3 clusters Score -985285.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -985286.250000 Penalty: 4514.579590
	Iteration 21Q: 3 clusters Score -985286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -985286.625000 Penalty: 4514.579590
	Iteration 22Q: 3 clusters Score -985286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -985288.750000 Penalty: 4514.579590
	Iteration 23Q: 3 clusters Score -985288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -985288.312500 Penalty: 4514.579590
	Iteration 24Q: 3 clusters Score -985288.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -985287.937500 Penalty: 4514.579590
	Iteration 25Q: 3 clusters Score -985287.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -985288.875000 Penalty: 4514.579590
	Iteration 26Q: 3 clusters Score -985288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -985288.562500 Penalty: 4514.579590
	Iteration 27Q: 3 clusters Score -985288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -985289.500000 Penalty: 4514.579590
	Iteration 28Q: 3 clusters Score -985289.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -985292.437500 Penalty: 4514.579590
	Iteration 29Q: 3 clusters Score -985292.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -985292.375000 Penalty: 4514.579590
	Iteration 30Q: 3 clusters Score -985292.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -985293.562500 Penalty: 4514.579590
	Iteration 31Q: 3 clusters Score -985293.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -985293.562500 Penalty: 4514.579590
	Iteration 32F: 3 clusters Score -985293.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -340713.218750 Penalty: 1988.455688
	Iteration 0F: 2 clusters Score -340713.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -337432.562500 Penalty: 3976.911377
	Iteration 0F: 3 clusters Score -337432.6 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -338090.937500 Penalty: 3976.911377
	Iteration 1F: 3 clusters Score -338090.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -338244.156250 Penalty: 3976.911377
	Iteration 2F: 3 clusters Score -338244.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -338338.656250 Penalty: 3976.911377
	Iteration 3Q: 3 clusters Score -338338.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -338403.812500 Penalty: 3976.911377
	Iteration 4Q: 3 clusters Score -338403.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -338447.500000 Penalty: 3976.911377
	Iteration 5Q: 3 clusters Score -338447.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -338485.187500 Penalty: 3976.911377
	Iteration 6Q: 3 clusters Score -338485.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -338512.937500 Penalty: 3976.911377
	Iteration 7Q: 3 clusters Score -338512.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -338528.843750 Penalty: 3976.911377
	Iteration 8Q: 3 clusters Score -338528.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -338541.187500 Penalty: 3976.911377
	Iteration 9Q: 3 clusters Score -338541.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -338552.875000 Penalty: 3976.911377
	Iteration 10Q: 3 clusters Score -338552.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -338564.687500 Penalty: 3976.911377
	Iteration 11Q: 3 clusters Score -338564.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -338572.281250 Penalty: 3976.911377
	Iteration 12Q: 3 clusters Score -338572.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -338579.343750 Penalty: 3976.911377
	Iteration 13Q: 3 clusters Score -338579.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -338584.718750 Penalty: 3976.911377
	Iteration 14Q: 3 clusters Score -338584.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -338587.375000 Penalty: 3976.911377
	Iteration 15Q: 3 clusters Score -338587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -338591.781250 Penalty: 3976.911377
	Iteration 16Q: 3 clusters Score -338591.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -338600.500000 Penalty: 3976.911377
	Iteration 17Q: 3 clusters Score -338600.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -338607.312500 Penalty: 3976.911377
	Iteration 18Q: 3 clusters Score -338607.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -338613.500000 Penalty: 3976.911377
	Iteration 19Q: 3 clusters Score -338613.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -338614.875000 Penalty: 3976.911377
	Iteration 20F: 3 clusters Score -338614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -338615.375000 Penalty: 3976.911377
	Iteration 21Q: 3 clusters Score -338615.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -338616.812500 Penalty: 3976.911377
	Iteration 22Q: 3 clusters Score -338616.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -338618.093750 Penalty: 3976.911377
	Iteration 23Q: 3 clusters Score -338618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -338618.625000 Penalty: 3976.911377
	Iteration 24Q: 3 clusters Score -338618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -338619.031250 Penalty: 3976.911377
	Iteration 25Q: 3 clusters Score -338619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -338619.031250 Penalty: 3976.911377
	Iteration 26F: 3 clusters Score -338619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (66121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Entering Unmasked Estep 
Score: -7524683.500000 Penalty: 2752.611816
	Iteration 0F: 2 clusters Score -7524684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -7480198.000000 Penalty: 5505.223633
	Iteration 0F: 3 clusters Score -7480198 nChanged 30982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -7497348.000000 Penalty: 5505.223633
	Iteration 1F: 3 clusters Score -7497348 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -7497873.500000 Penalty: 5505.223633
	Iteration 2Q: 3 clusters Score -7497874 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -7498431.000000 Penalty: 5505.223633
	Iteration 3Q: 3 clusters Score -7498431 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -7498990.500000 Penalty: 5505.223633
	Iteration 4Q: 3 clusters Score -7498990 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -7499720.500000 Penalty: 5505.223633
	Iteration 5Q: 3 clusters Score -7499720 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -7500558.000000 Penalty: 5505.223633
	Iteration 6Q: 3 clusters Score -7500558 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -7501705.500000 Penalty: 5505.223633
	Iteration 7Q: 3 clusters Score -7501706 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -7503092.000000 Penalty: 5505.223633
	Iteration 8Q: 3 clusters Score -7503092 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -7504891.000000 Penalty: 5505.223633
	Iteration 9Q: 3 clusters Score -7504891 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -7507187.500000 Penalty: 5505.223633
	Iteration 10F: 3 clusters Score -7507188 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -7509816.500000 Penalty: 5505.223633
	Iteration 11F: 3 clusters Score -7509816 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -7512083.500000 Penalty: 5505.223633
	Iteration 12F: 3 clusters Score -7512084 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -7513824.500000 Penalty: 5505.223633
	Iteration 13Q: 3 clusters Score -7513824 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -7514935.000000 Penalty: 5505.223633
	Iteration 14Q: 3 clusters Score -7514935 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -7515628.000000 Penalty: 5505.223633
	Iteration 15Q: 3 clusters Score -7515628 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -7516141.000000 Penalty: 5505.223633
	Iteration 16Q: 3 clusters Score -7516141 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -7516639.000000 Penalty: 5505.223633
	Iteration 17Q: 3 clusters Score -7516639 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -7517017.500000 Penalty: 5505.223633
	Iteration 18Q: 3 clusters Score -7517018 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -7517422.000000 Penalty: 5505.223633
	Iteration 19Q: 3 clusters Score -7517422 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -7517888.500000 Penalty: 5505.223633
	Iteration 20F: 3 clusters Score -7517888 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -7518314.500000 Penalty: 5505.223633
	Iteration 21Q: 3 clusters Score -7518314 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -7518698.500000 Penalty: 5505.223633
	Iteration 22Q: 3 clusters Score -7518698 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -7519093.500000 Penalty: 5505.223633
	Iteration 23Q: 3 clusters Score -7519094 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -7519468.000000 Penalty: 5505.223633
	Iteration 24Q: 3 clusters Score -7519468 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -7519830.000000 Penalty: 5505.223633
	Iteration 25Q: 3 clusters Score -7519830 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -7520177.000000 Penalty: 5505.223633
	Iteration 26Q: 3 clusters Score -7520177 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -7520503.000000 Penalty: 5505.223633
	Iteration 27Q: 3 clusters Score -7520503 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -7520731.000000 Penalty: 5505.223633
	Iteration 28Q: 3 clusters Score -7520731 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -7520968.500000 Penalty: 5505.223633
	Iteration 29Q: 3 clusters Score -7520968 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -7521124.500000 Penalty: 5505.223633
	Iteration 30Q: 3 clusters Score -7521124 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -7521298.500000 Penalty: 5505.223633
	Iteration 31Q: 3 clusters Score -7521298 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -7521429.000000 Penalty: 5505.223633
	Iteration 32Q: 3 clusters Score -7521429 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -7521543.000000 Penalty: 5505.223633
	Iteration 33Q: 3 clusters Score -7521543 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -7521658.000000 Penalty: 5505.223633
	Iteration 34Q: 3 clusters Score -7521658 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -7521768.500000 Penalty: 5505.223633
	Iteration 35Q: 3 clusters Score -7521768 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7521848.500000 Penalty: 5505.223633
	Iteration 36Q: 3 clusters Score -7521848 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7521961.000000 Penalty: 5505.223633
	Iteration 37Q: 3 clusters Score -7521961 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7522020.000000 Penalty: 5505.223633
	Iteration 38Q: 3 clusters Score -7522020 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64079 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7522072.500000 Penalty: 5505.223633
	Iteration 39Q: 3 clusters Score -7522072 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7522137.000000 Penalty: 5505.223633
	Iteration 40F: 3 clusters Score -7522137 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7522166.000000 Penalty: 5505.223633
	Iteration 41Q: 3 clusters Score -7522166 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7522192.000000 Penalty: 5505.223633
	Iteration 42Q: 3 clusters Score -7522192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7522211.000000 Penalty: 5505.223633
	Iteration 43Q: 3 clusters Score -7522211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7522221.500000 Penalty: 5505.223633
	Iteration 44Q: 3 clusters Score -7522222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7522242.000000 Penalty: 5505.223633
	Iteration 45Q: 3 clusters Score -7522242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7522256.500000 Penalty: 5505.223633
	Iteration 46Q: 3 clusters Score -7522256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7522264.000000 Penalty: 5505.223633
	Iteration 47Q: 3 clusters Score -7522264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7522273.000000 Penalty: 5505.223633
	Iteration 48Q: 3 clusters Score -7522273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -7522277.000000 Penalty: 5505.223633
	Iteration 49Q: 3 clusters Score -7522277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64645 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7522287.000000 Penalty: 5505.223633
	Iteration 50Q: 3 clusters Score -7522287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7522298.500000 Penalty: 5505.223633
	Iteration 51Q: 3 clusters Score -7522298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7522301.000000 Penalty: 5505.223633
	Iteration 52Q: 3 clusters Score -7522301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7522292.000000 Penalty: 5505.223633
	Iteration 53Q: 3 clusters Score -7522292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7522293.500000 Penalty: 5505.223633
	Iteration 54Q: 3 clusters Score -7522294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7522296.500000 Penalty: 5505.223633
	Iteration 55Q: 3 clusters Score -7522296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -7522304.500000 Penalty: 5505.223633
	Iteration 56Q: 3 clusters Score -7522304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -7522307.500000 Penalty: 5505.223633
	Iteration 57Q: 3 clusters Score -7522308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7522311.000000 Penalty: 5505.223633
	Iteration 58Q: 3 clusters Score -7522311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7522313.000000 Penalty: 5505.223633
	Iteration 59Q: 3 clusters Score -7522313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64753 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7522303.500000 Penalty: 5505.223633
	Iteration 60F: 3 clusters Score -7522304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7522306.000000 Penalty: 5505.223633
	Iteration 61Q: 3 clusters Score -7522306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7522303.000000 Penalty: 5505.223633
	Iteration 62Q: 3 clusters Score -7522303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7522308.000000 Penalty: 5505.223633
	Iteration 63Q: 3 clusters Score -7522308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7522308.000000 Penalty: 5505.223633
	Iteration 64Q: 3 clusters Score -7522308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7522309.000000 Penalty: 5505.223633
	Iteration 65Q: 3 clusters Score -7522309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7522309.000000 Penalty: 5505.223633
	Iteration 66F: 3 clusters Score -7522309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (239226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239226 members 
Entering Unmasked Estep 
Score: -27252512.000000 Penalty: 3071.520752
	Iteration 0F: 2 clusters Score -2.725251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119825 members 
Mstep: Class 2 contains 119401 members 
Entering Unmasked Estep 
Score: -27097400.000000 Penalty: 6143.041504
	Iteration 0F: 3 clusters Score -2.70974e+07 nChanged 115372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124109 members 
Mstep: Class 2 contains 115117 members 
Entering Unmasked Estep 
Score: -27165450.000000 Penalty: 6143.041504
	Iteration 1F: 3 clusters Score -2.716545e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126975 members 
Mstep: Class 2 contains 112251 members 
Entering Unmasked Estep 
Score: -27166704.000000 Penalty: 6143.041504
	Iteration 2Q: 3 clusters Score -2.71667e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131492 members 
Mstep: Class 2 contains 107734 members 
Entering Unmasked Estep 
Score: -27169026.000000 Penalty: 6143.041504
	Iteration 3Q: 3 clusters Score -2.716903e+07 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138519 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -27172344.000000 Penalty: 6143.041504
	Iteration 4Q: 3 clusters Score -2.717234e+07 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148924 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -27178214.000000 Penalty: 6143.041504
	Iteration 5F: 3 clusters Score -2.717821e+07 nChanged 15628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163254 members 
Mstep: Class 2 contains 75972 members 
Entering Unmasked Estep 
Score: -27188160.000000 Penalty: 6143.041504
	Iteration 6F: 3 clusters Score -2.718816e+07 nChanged 18124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180534 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -27202564.000000 Penalty: 6143.041504
	Iteration 7F: 3 clusters Score -2.720256e+07 nChanged 17425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197429 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -27217544.000000 Penalty: 6143.041504
	Iteration 8F: 3 clusters Score -2.721754e+07 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210420 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -27229184.000000 Penalty: 6143.041504
	Iteration 9F: 3 clusters Score -2.722918e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218667 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -27236996.000000 Penalty: 6143.041504
	Iteration 10Q: 3 clusters Score -2.7237e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223500 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -27241714.000000 Penalty: 6143.041504
	Iteration 11Q: 3 clusters Score -2.724171e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226396 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -27244476.000000 Penalty: 6143.041504
	Iteration 12Q: 3 clusters Score -2.724448e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228323 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -27245998.000000 Penalty: 6143.041504
	Iteration 13Q: 3 clusters Score -2.7246e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229795 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -27247008.000000 Penalty: 6143.041504
	Iteration 14Q: 3 clusters Score -2.724701e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231004 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -27247634.000000 Penalty: 6143.041504
	Iteration 15Q: 3 clusters Score -2.724763e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232003 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -27248012.000000 Penalty: 6143.041504
	Iteration 16Q: 3 clusters Score -2.724801e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232836 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -27248324.000000 Penalty: 6143.041504
	Iteration 17Q: 3 clusters Score -2.724832e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233540 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -27248602.000000 Penalty: 6143.041504
	Iteration 18Q: 3 clusters Score -2.72486e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234146 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -27248840.000000 Penalty: 6143.041504
	Iteration 19Q: 3 clusters Score -2.724884e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234694 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -27248990.000000 Penalty: 6143.041504
	Iteration 20F: 3 clusters Score -2.724899e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235172 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -27249144.000000 Penalty: 6143.041504
	Iteration 21Q: 3 clusters Score -2.724914e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235608 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -27249248.000000 Penalty: 6143.041504
	Iteration 22Q: 3 clusters Score -2.724925e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235966 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -27249386.000000 Penalty: 6143.041504
	Iteration 23Q: 3 clusters Score -2.724939e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236270 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -27249468.000000 Penalty: 6143.041504
	Iteration 24Q: 3 clusters Score -2.724947e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236530 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -27249610.000000 Penalty: 6143.041504
	Iteration 25Q: 3 clusters Score -2.724961e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236735 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -27249668.000000 Penalty: 6143.041504
	Iteration 26Q: 3 clusters Score -2.724967e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236929 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -27249782.000000 Penalty: 6143.041504
	Iteration 27Q: 3 clusters Score -2.724978e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237098 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -27249784.000000 Penalty: 6143.041504
	Iteration 28Q: 3 clusters Score -2.724978e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237255 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -27249824.000000 Penalty: 6143.041504
	Iteration 29Q: 3 clusters Score -2.724982e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237401 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -27249828.000000 Penalty: 6143.041504
	Iteration 30Q: 3 clusters Score -2.724983e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237506 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -27249830.000000 Penalty: 6143.041504
	Iteration 31Q: 3 clusters Score -2.724983e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237595 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -27249842.000000 Penalty: 6143.041504
	Iteration 32Q: 3 clusters Score -2.724984e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237650 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -27249854.000000 Penalty: 6143.041504
	Iteration 33Q: 3 clusters Score -2.724985e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237710 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -27249856.000000 Penalty: 6143.041504
	Iteration 34Q: 3 clusters Score -2.724986e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237767 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -27249908.000000 Penalty: 6143.041504
	Iteration 35Q: 3 clusters Score -2.724991e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237807 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -27249890.000000 Penalty: 6143.041504
	Iteration 36Q: 3 clusters Score -2.724989e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237836 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -27249868.000000 Penalty: 6143.041504
	Iteration 37Q: 3 clusters Score -2.724987e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237861 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -27249916.000000 Penalty: 6143.041504
	Iteration 38Q: 3 clusters Score -2.724992e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237884 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -27249910.000000 Penalty: 6143.041504
	Iteration 39Q: 3 clusters Score -2.724991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237917 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -27249938.000000 Penalty: 6143.041504
	Iteration 40F: 3 clusters Score -2.724994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237950 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -27249938.000000 Penalty: 6143.041504
	Iteration 41Q: 3 clusters Score -2.724994e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237982 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -27249934.000000 Penalty: 6143.041504
	Iteration 42Q: 3 clusters Score -2.724993e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238020 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -27249948.000000 Penalty: 6143.041504
	Iteration 43Q: 3 clusters Score -2.724995e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238061 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -27249978.000000 Penalty: 6143.041504
	Iteration 44Q: 3 clusters Score -2.724998e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238090 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -27249998.000000 Penalty: 6143.041504
	Iteration 45Q: 3 clusters Score -2.725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238110 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -27250008.000000 Penalty: 6143.041504
	Iteration 46Q: 3 clusters Score -2.725001e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238127 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -27250024.000000 Penalty: 6143.041504
	Iteration 47Q: 3 clusters Score -2.725002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238134 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -27250002.000000 Penalty: 6143.041504
	Iteration 48Q: 3 clusters Score -2.725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238141 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -27249996.000000 Penalty: 6143.041504
	Iteration 49Q: 3 clusters Score -2.725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238156 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -27249998.000000 Penalty: 6143.041504
	Iteration 50Q: 3 clusters Score -2.725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238170 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -27250008.000000 Penalty: 6143.041504
	Iteration 51Q: 3 clusters Score -2.725001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238184 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -27250006.000000 Penalty: 6143.041504
	Iteration 52Q: 3 clusters Score -2.725001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238188 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -27250020.000000 Penalty: 6143.041504
	Iteration 53Q: 3 clusters Score -2.725002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238193 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -27250012.000000 Penalty: 6143.041504
	Iteration 54Q: 3 clusters Score -2.725001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238201 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -27250018.000000 Penalty: 6143.041504
	Iteration 55Q: 3 clusters Score -2.725002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238209 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -27250028.000000 Penalty: 6143.041504
	Iteration 56Q: 3 clusters Score -2.725003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238217 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -27250038.000000 Penalty: 6143.041504
	Iteration 57Q: 3 clusters Score -2.725004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238223 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -27250018.000000 Penalty: 6143.041504
	Iteration 58Q: 3 clusters Score -2.725002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238229 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -27250030.000000 Penalty: 6143.041504
	Iteration 59Q: 3 clusters Score -2.725003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238232 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -27250030.000000 Penalty: 6143.041504
	Iteration 60F: 3 clusters Score -2.725003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238233 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -27250028.000000 Penalty: 6143.041504
	Iteration 61Q: 3 clusters Score -2.725003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238233 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -27250028.000000 Penalty: 6143.041504
	Iteration 62F: 3 clusters Score -2.725003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (188727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188727 members 
Entering Unmasked Estep 
Score: -21360110.000000 Penalty: 3012.718018
	Iteration 0F: 2 clusters Score -2.136011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94182 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -21235756.000000 Penalty: 6025.436035
	Iteration 0F: 3 clusters Score -2.123576e+07 nChanged 90670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 97613 members 
Entering Unmasked Estep 
Score: -21289052.000000 Penalty: 6025.436035
	Iteration 1F: 3 clusters Score -2.128905e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89473 members 
Mstep: Class 2 contains 99254 members 
Entering Unmasked Estep 
Score: -21291150.000000 Penalty: 6025.436035
	Iteration 2Q: 3 clusters Score -2.129115e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -21293644.000000 Penalty: 6025.436035
	Iteration 3Q: 3 clusters Score -2.129364e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83938 members 
Mstep: Class 2 contains 104789 members 
Entering Unmasked Estep 
Score: -21297156.000000 Penalty: 6025.436035
	Iteration 4Q: 3 clusters Score -2.129716e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 108988 members 
Entering Unmasked Estep 
Score: -21301976.000000 Penalty: 6025.436035
	Iteration 5F: 3 clusters Score -2.130198e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 114185 members 
Entering Unmasked Estep 
Score: -21307820.000000 Penalty: 6025.436035
	Iteration 6F: 3 clusters Score -2.130782e+07 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 119928 members 
Entering Unmasked Estep 
Score: -21315148.000000 Penalty: 6025.436035
	Iteration 7F: 3 clusters Score -2.131515e+07 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 125720 members 
Entering Unmasked Estep 
Score: -21322548.000000 Penalty: 6025.436035
	Iteration 8F: 3 clusters Score -2.132255e+07 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 130829 members 
Entering Unmasked Estep 
Score: -21329300.000000 Penalty: 6025.436035
	Iteration 9F: 3 clusters Score -2.13293e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 134957 members 
Entering Unmasked Estep 
Score: -21334370.000000 Penalty: 6025.436035
	Iteration 10Q: 3 clusters Score -2.133437e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 138180 members 
Entering Unmasked Estep 
Score: -21337674.000000 Penalty: 6025.436035
	Iteration 11Q: 3 clusters Score -2.133767e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 140886 members 
Entering Unmasked Estep 
Score: -21339554.000000 Penalty: 6025.436035
	Iteration 12Q: 3 clusters Score -2.133955e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 143300 members 
Entering Unmasked Estep 
Score: -21340860.000000 Penalty: 6025.436035
	Iteration 13Q: 3 clusters Score -2.134086e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 145686 members 
Entering Unmasked Estep 
Score: -21341744.000000 Penalty: 6025.436035
	Iteration 14Q: 3 clusters Score -2.134174e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 148050 members 
Entering Unmasked Estep 
Score: -21342442.000000 Penalty: 6025.436035
	Iteration 15Q: 3 clusters Score -2.134244e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 150288 members 
Entering Unmasked Estep 
Score: -21343098.000000 Penalty: 6025.436035
	Iteration 16Q: 3 clusters Score -2.13431e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 152508 members 
Entering Unmasked Estep 
Score: -21343928.000000 Penalty: 6025.436035
	Iteration 17Q: 3 clusters Score -2.134393e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 154717 members 
Entering Unmasked Estep 
Score: -21344688.000000 Penalty: 6025.436035
	Iteration 18Q: 3 clusters Score -2.134469e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 156887 members 
Entering Unmasked Estep 
Score: -21345472.000000 Penalty: 6025.436035
	Iteration 19Q: 3 clusters Score -2.134547e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 159106 members 
Entering Unmasked Estep 
Score: -21346198.000000 Penalty: 6025.436035
	Iteration 20F: 3 clusters Score -2.13462e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 161269 members 
Entering Unmasked Estep 
Score: -21347048.000000 Penalty: 6025.436035
	Iteration 21Q: 3 clusters Score -2.134705e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -21347796.000000 Penalty: 6025.436035
	Iteration 22Q: 3 clusters Score -2.13478e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 165440 members 
Entering Unmasked Estep 
Score: -21348628.000000 Penalty: 6025.436035
	Iteration 23Q: 3 clusters Score -2.134863e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 167441 members 
Entering Unmasked Estep 
Score: -21349394.000000 Penalty: 6025.436035
	Iteration 24Q: 3 clusters Score -2.134939e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 169351 members 
Entering Unmasked Estep 
Score: -21350052.000000 Penalty: 6025.436035
	Iteration 25Q: 3 clusters Score -2.135005e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 171259 members 
Entering Unmasked Estep 
Score: -21350648.000000 Penalty: 6025.436035
	Iteration 26Q: 3 clusters Score -2.135065e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 173140 members 
Entering Unmasked Estep 
Score: -21351350.000000 Penalty: 6025.436035
	Iteration 27Q: 3 clusters Score -2.135135e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 175011 members 
Entering Unmasked Estep 
Score: -21352048.000000 Penalty: 6025.436035
	Iteration 28Q: 3 clusters Score -2.135205e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 176829 members 
Entering Unmasked Estep 
Score: -21352960.000000 Penalty: 6025.436035
	Iteration 29Q: 3 clusters Score -2.135296e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 178512 members 
Entering Unmasked Estep 
Score: -21353656.000000 Penalty: 6025.436035
	Iteration 30Q: 3 clusters Score -2.135366e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 180088 members 
Entering Unmasked Estep 
Score: -21354382.000000 Penalty: 6025.436035
	Iteration 31Q: 3 clusters Score -2.135438e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 181560 members 
Entering Unmasked Estep 
Score: -21355108.000000 Penalty: 6025.436035
	Iteration 32Q: 3 clusters Score -2.135511e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 182891 members 
Entering Unmasked Estep 
Score: -21355748.000000 Penalty: 6025.436035
	Iteration 33Q: 3 clusters Score -2.135575e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 183947 members 
Entering Unmasked Estep 
Score: -21356286.000000 Penalty: 6025.436035
	Iteration 34Q: 3 clusters Score -2.135629e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 184783 members 
Entering Unmasked Estep 
Score: -21356702.000000 Penalty: 6025.436035
	Iteration 35Q: 3 clusters Score -2.13567e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 185392 members 
Entering Unmasked Estep 
Score: -21356966.000000 Penalty: 6025.436035
	Iteration 36Q: 3 clusters Score -2.135697e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 185855 members 
Entering Unmasked Estep 
Score: -21357154.000000 Penalty: 6025.436035
	Iteration 37Q: 3 clusters Score -2.135715e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 186208 members 
Entering Unmasked Estep 
Score: -21357316.000000 Penalty: 6025.436035
	Iteration 38Q: 3 clusters Score -2.135732e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 186463 members 
Entering Unmasked Estep 
Score: -21357432.000000 Penalty: 6025.436035
	Iteration 39Q: 3 clusters Score -2.135743e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 186665 members 
Entering Unmasked Estep 
Score: -21357574.000000 Penalty: 6025.436035
	Iteration 40F: 3 clusters Score -2.135757e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 186822 members 
Entering Unmasked Estep 
Score: -21357728.000000 Penalty: 6025.436035
	Iteration 41Q: 3 clusters Score -2.135773e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 186945 members 
Entering Unmasked Estep 
Score: -21357918.000000 Penalty: 6025.436035
	Iteration 42Q: 3 clusters Score -2.135792e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 187032 members 
Entering Unmasked Estep 
Score: -21358114.000000 Penalty: 6025.436035
	Iteration 43Q: 3 clusters Score -2.135811e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 187082 members 
Entering Unmasked Estep 
Score: -21358196.000000 Penalty: 6025.436035
	Iteration 44Q: 3 clusters Score -2.13582e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 187103 members 
Entering Unmasked Estep 
Score: -21358308.000000 Penalty: 6025.436035
	Iteration 45Q: 3 clusters Score -2.135831e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 187102 members 
Entering Unmasked Estep 
Score: -21358360.000000 Penalty: 6025.436035
	Iteration 46Q: 3 clusters Score -2.135836e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 187094 members 
Entering Unmasked Estep 
Score: -21358390.000000 Penalty: 6025.436035
	Iteration 47Q: 3 clusters Score -2.135839e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 187078 members 
Entering Unmasked Estep 
Score: -21358424.000000 Penalty: 6025.436035
	Iteration 48Q: 3 clusters Score -2.135842e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 187082 members 
Entering Unmasked Estep 
Score: -21358432.000000 Penalty: 6025.436035
	Iteration 49Q: 3 clusters Score -2.135843e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 187078 members 
Entering Unmasked Estep 
Score: -21358452.000000 Penalty: 6025.436035
	Iteration 50Q: 3 clusters Score -2.135845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 187072 members 
Entering Unmasked Estep 
Score: -21358424.000000 Penalty: 6025.436035
	Iteration 51Q: 3 clusters Score -2.135842e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 187062 members 
Entering Unmasked Estep 
Score: -21358428.000000 Penalty: 6025.436035
	Iteration 52Q: 3 clusters Score -2.135843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 187049 members 
Entering Unmasked Estep 
Score: -21358472.000000 Penalty: 6025.436035
	Iteration 53Q: 3 clusters Score -2.135847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 187039 members 
Entering Unmasked Estep 
Score: -21358464.000000 Penalty: 6025.436035
	Iteration 54Q: 3 clusters Score -2.135846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 187028 members 
Entering Unmasked Estep 
Score: -21358470.000000 Penalty: 6025.436035
	Iteration 55Q: 3 clusters Score -2.135847e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 187021 members 
Entering Unmasked Estep 
Score: -21358494.000000 Penalty: 6025.436035
	Iteration 56Q: 3 clusters Score -2.135849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 187013 members 
Entering Unmasked Estep 
Score: -21358478.000000 Penalty: 6025.436035
	Iteration 57Q: 3 clusters Score -2.135848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 187007 members 
Entering Unmasked Estep 
Score: -21358514.000000 Penalty: 6025.436035
	Iteration 58Q: 3 clusters Score -2.135851e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 187008 members 
Entering Unmasked Estep 
Score: -21358512.000000 Penalty: 6025.436035
	Iteration 59Q: 3 clusters Score -2.135851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 187007 members 
Entering Unmasked Estep 
Score: -21358510.000000 Penalty: 6025.436035
	Iteration 60F: 3 clusters Score -2.135851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 187006 members 
Entering Unmasked Estep 
Score: -21358504.000000 Penalty: 6025.436035
	Iteration 61Q: 3 clusters Score -2.13585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 187010 members 
Entering Unmasked Estep 
Score: -21358498.000000 Penalty: 6025.436035
	Iteration 62Q: 3 clusters Score -2.13585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 187013 members 
Entering Unmasked Estep 
Score: -21358518.000000 Penalty: 6025.436035
	Iteration 63Q: 3 clusters Score -2.135852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 187011 members 
Entering Unmasked Estep 
Score: -21358528.000000 Penalty: 6025.436035
	Iteration 64Q: 3 clusters Score -2.135853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 187009 members 
Entering Unmasked Estep 
Score: -21358532.000000 Penalty: 6025.436035
	Iteration 65Q: 3 clusters Score -2.135853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 187010 members 
Entering Unmasked Estep 
Score: -21358524.000000 Penalty: 6025.436035
	Iteration 66Q: 3 clusters Score -2.135852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 187006 members 
Entering Unmasked Estep 
Score: -21358530.000000 Penalty: 6025.436035
	Iteration 67Q: 3 clusters Score -2.135853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 186997 members 
Entering Unmasked Estep 
Score: -21358564.000000 Penalty: 6025.436035
	Iteration 68Q: 3 clusters Score -2.135856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 186992 members 
Entering Unmasked Estep 
Score: -21358558.000000 Penalty: 6025.436035
	Iteration 69Q: 3 clusters Score -2.135856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 186988 members 
Entering Unmasked Estep 
Score: -21358550.000000 Penalty: 6025.436035
	Iteration 70Q: 3 clusters Score -2.135855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 186982 members 
Entering Unmasked Estep 
Score: -21358560.000000 Penalty: 6025.436035
	Iteration 71Q: 3 clusters Score -2.135856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 186976 members 
Entering Unmasked Estep 
Score: -21358562.000000 Penalty: 6025.436035
	Iteration 72Q: 3 clusters Score -2.135856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 186971 members 
Entering Unmasked Estep 
Score: -21358552.000000 Penalty: 6025.436035
	Iteration 73Q: 3 clusters Score -2.135855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 186971 members 
Entering Unmasked Estep 
Score: -21358566.000000 Penalty: 6025.436035
	Iteration 74Q: 3 clusters Score -2.135857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 186968 members 
Entering Unmasked Estep 
Score: -21358554.000000 Penalty: 6025.436035
	Iteration 75Q: 3 clusters Score -2.135855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 186966 members 
Entering Unmasked Estep 
Score: -21358544.000000 Penalty: 6025.436035
	Iteration 76Q: 3 clusters Score -2.135854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 186966 members 
Entering Unmasked Estep 
Score: -21358544.000000 Penalty: 6025.436035
	Iteration 77Q: 3 clusters Score -2.135854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 186960 members 
Entering Unmasked Estep 
Score: -21358566.000000 Penalty: 6025.436035
	Iteration 78Q: 3 clusters Score -2.135857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 186955 members 
Entering Unmasked Estep 
Score: -21358570.000000 Penalty: 6025.436035
	Iteration 79Q: 3 clusters Score -2.135857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 186952 members 
Entering Unmasked Estep 
Score: -21358574.000000 Penalty: 6025.436035
	Iteration 80F: 3 clusters Score -2.135857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 186950 members 
Entering Unmasked Estep 
Score: -21358560.000000 Penalty: 6025.436035
	Iteration 81Q: 3 clusters Score -2.135856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 186948 members 
Entering Unmasked Estep 
Score: -21358564.000000 Penalty: 6025.436035
	Iteration 82Q: 3 clusters Score -2.135856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 186947 members 
Entering Unmasked Estep 
Score: -21358576.000000 Penalty: 6025.436035
	Iteration 83Q: 3 clusters Score -2.135858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 186946 members 
Entering Unmasked Estep 
Score: -21358558.000000 Penalty: 6025.436035
	Iteration 84Q: 3 clusters Score -2.135856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 186939 members 
Entering Unmasked Estep 
Score: -21358576.000000 Penalty: 6025.436035
	Iteration 85Q: 3 clusters Score -2.135858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 186933 members 
Entering Unmasked Estep 
Score: -21358590.000000 Penalty: 6025.436035
	Iteration 86Q: 3 clusters Score -2.135859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 186927 members 
Entering Unmasked Estep 
Score: -21358586.000000 Penalty: 6025.436035
	Iteration 87Q: 3 clusters Score -2.135859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 186925 members 
Entering Unmasked Estep 
Score: -21358584.000000 Penalty: 6025.436035
	Iteration 88Q: 3 clusters Score -2.135858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 186915 members 
Entering Unmasked Estep 
Score: -21358582.000000 Penalty: 6025.436035
	Iteration 89Q: 3 clusters Score -2.135858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 186912 members 
Entering Unmasked Estep 
Score: -21358580.000000 Penalty: 6025.436035
	Iteration 90Q: 3 clusters Score -2.135858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 186905 members 
Entering Unmasked Estep 
Score: -21358594.000000 Penalty: 6025.436035
	Iteration 91Q: 3 clusters Score -2.135859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 186901 members 
Entering Unmasked Estep 
Score: -21358594.000000 Penalty: 6025.436035
	Iteration 92Q: 3 clusters Score -2.135859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 186893 members 
Entering Unmasked Estep 
Score: -21358598.000000 Penalty: 6025.436035
	Iteration 93Q: 3 clusters Score -2.13586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 186891 members 
Entering Unmasked Estep 
Score: -21358600.000000 Penalty: 6025.436035
	Iteration 94Q: 3 clusters Score -2.13586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 186888 members 
Entering Unmasked Estep 
Score: -21358594.000000 Penalty: 6025.436035
	Iteration 95Q: 3 clusters Score -2.135859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 186881 members 
Entering Unmasked Estep 
Score: -21358606.000000 Penalty: 6025.436035
	Iteration 96Q: 3 clusters Score -2.135861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 186877 members 
Entering Unmasked Estep 
Score: -21358626.000000 Penalty: 6025.436035
	Iteration 97Q: 3 clusters Score -2.135863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 186876 members 
Entering Unmasked Estep 
Score: -21358626.000000 Penalty: 6025.436035
	Iteration 98Q: 3 clusters Score -2.135863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 186871 members 
Entering Unmasked Estep 
Score: -21358628.000000 Penalty: 6025.436035
	Iteration 99Q: 3 clusters Score -2.135863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 186868 members 
Entering Unmasked Estep 
Score: -21358630.000000 Penalty: 6025.436035
	Iteration 100F: 3 clusters Score -2.135863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 186868 members 
Entering Unmasked Estep 
Score: -21358634.000000 Penalty: 6025.436035
	Iteration 101Q: 3 clusters Score -2.135863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 186867 members 
Entering Unmasked Estep 
Score: -21358628.000000 Penalty: 6025.436035
	Iteration 102Q: 3 clusters Score -2.135863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 186863 members 
Entering Unmasked Estep 
Score: -21358612.000000 Penalty: 6025.436035
	Iteration 103Q: 3 clusters Score -2.135861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 186859 members 
Entering Unmasked Estep 
Score: -21358598.000000 Penalty: 6025.436035
	Iteration 104Q: 3 clusters Score -2.13586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 186854 members 
Entering Unmasked Estep 
Score: -21358624.000000 Penalty: 6025.436035
	Iteration 105Q: 3 clusters Score -2.135862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 186850 members 
Entering Unmasked Estep 
Score: -21358616.000000 Penalty: 6025.436035
	Iteration 106Q: 3 clusters Score -2.135862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 186848 members 
Entering Unmasked Estep 
Score: -21358642.000000 Penalty: 6025.436035
	Iteration 107Q: 3 clusters Score -2.135864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 186847 members 
Entering Unmasked Estep 
Score: -21358620.000000 Penalty: 6025.436035
	Iteration 108Q: 3 clusters Score -2.135862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 186845 members 
Entering Unmasked Estep 
Score: -21358624.000000 Penalty: 6025.436035
	Iteration 109Q: 3 clusters Score -2.135862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 186845 members 
Entering Unmasked Estep 
Score: -21358624.000000 Penalty: 6025.436035
	Iteration 110F: 3 clusters Score -2.135862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -52427.960938 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -52427.96 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 268 members 
Entering Unmasked Estep 
Score: -50865.035156 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -50865.04 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51177.164062 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -51177.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51338.562500 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -51338.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51457.562500 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -51457.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51539.542969 Penalty: 3131.519775
	Iteration 4F: 3 clusters Score -51539.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -51629.136719 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -51629.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51729.375000 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -51729.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51788.691406 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -51788.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -51829.730469 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -51829.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -51876.800781 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -51876.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -51896.660156 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -51896.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -51913.375000 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -51913.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -51932.382812 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -51932.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -51957.648438 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -51957.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -51973.621094 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -51973.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -51982.656250 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -51982.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -51985.500000 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -51985.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -51985.500000 Penalty: 3131.519775
	Iteration 17F: 3 clusters Score -51985.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41175 members 
Mstep: Class 4 contains 3214 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16105 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8973 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66121 members 
Mstep: Class 18 contains 239226 members 
Mstep: Class 19 contains 188727 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762552.000000 Penalty: 62942.238281
Iteration 159Q: 20 clusters Score -7.076255e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41178 members 
Mstep: Class 4 contains 3214 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16106 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8973 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66115 members 
Mstep: Class 18 contains 239190 members 
Mstep: Class 19 contains 188762 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762656.000000 Penalty: 62942.238281
Iteration 160F: 20 clusters Score -7.076266e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41179 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16106 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66113 members 
Mstep: Class 18 contains 239169 members 
Mstep: Class 19 contains 188777 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762656.000000 Penalty: 62942.238281
Iteration 161Q: 20 clusters Score -7.076266e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41182 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16107 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 14 contains 15880 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66109 members 
Mstep: Class 18 contains 239152 members 
Mstep: Class 19 contains 188792 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762624.000000 Penalty: 62942.238281
Iteration 162Q: 20 clusters Score -7.076262e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41184 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16108 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 14 contains 15880 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66100 members 
Mstep: Class 18 contains 239135 members 
Mstep: Class 19 contains 188812 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762584.000000 Penalty: 62942.238281
Iteration 163Q: 20 clusters Score -7.076258e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41185 members 
Mstep: Class 4 contains 3214 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16110 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66093 members 
Mstep: Class 18 contains 239125 members 
Mstep: Class 19 contains 188822 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762656.000000 Penalty: 62942.238281
Iteration 164Q: 20 clusters Score -7.076266e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41186 members 
Mstep: Class 4 contains 3214 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16115 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15878 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66091 members 
Mstep: Class 18 contains 239106 members 
Mstep: Class 19 contains 188836 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762624.000000 Penalty: 62942.238281
Iteration 165Q: 20 clusters Score -7.076262e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41187 members 
Mstep: Class 4 contains 3214 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16121 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 66091 members 
Mstep: Class 18 contains 239093 members 
Mstep: Class 19 contains 188846 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762616.000000 Penalty: 62942.238281
Iteration 166Q: 20 clusters Score -7.076262e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41187 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16125 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 14 contains 15874 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 3036 members 
Mstep: Class 17 contains 66094 members 
Mstep: Class 18 contains 239081 members 
Mstep: Class 19 contains 188850 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762664.000000 Penalty: 62942.238281
Iteration 167Q: 20 clusters Score -7.076266e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41188 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16127 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 66091 members 
Mstep: Class 18 contains 239068 members 
Mstep: Class 19 contains 188856 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762672.000000 Penalty: 62942.238281
Iteration 168Q: 20 clusters Score -7.076267e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41186 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16128 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 66083 members 
Mstep: Class 18 contains 239057 members 
Mstep: Class 19 contains 188868 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762624.000000 Penalty: 62942.238281
Iteration 169Q: 20 clusters Score -7.076262e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41184 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16128 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 66077 members 
Mstep: Class 18 contains 239054 members 
Mstep: Class 19 contains 188876 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762616.000000 Penalty: 62942.238281
Iteration 170Q: 20 clusters Score -7.076262e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41185 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16129 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 66071 members 
Mstep: Class 18 contains 239046 members 
Mstep: Class 19 contains 188881 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762608.000000 Penalty: 62942.238281
Iteration 171Q: 20 clusters Score -7.076261e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41185 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16131 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 66072 members 
Mstep: Class 18 contains 239039 members 
Mstep: Class 19 contains 188882 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762592.000000 Penalty: 62942.238281
Iteration 172Q: 20 clusters Score -7.076259e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41182 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16135 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15873 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 66070 members 
Mstep: Class 18 contains 239044 members 
Mstep: Class 19 contains 188878 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762616.000000 Penalty: 62942.238281
Iteration 173Q: 20 clusters Score -7.076262e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41180 members 
Mstep: Class 4 contains 3214 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16140 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15873 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 66069 members 
Mstep: Class 18 contains 239041 members 
Mstep: Class 19 contains 188876 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762728.000000 Penalty: 62942.238281
Iteration 174Q: 20 clusters Score -7.076273e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41178 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16147 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15873 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3042 members 
Mstep: Class 17 contains 66065 members 
Mstep: Class 18 contains 239032 members 
Mstep: Class 19 contains 188877 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762664.000000 Penalty: 62942.238281
Iteration 175Q: 20 clusters Score -7.076266e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41179 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16157 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 14 contains 15873 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3044 members 
Mstep: Class 17 contains 66063 members 
Mstep: Class 18 contains 239022 members 
Mstep: Class 19 contains 188877 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762624.000000 Penalty: 62942.238281
Iteration 176Q: 20 clusters Score -7.076262e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41180 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16160 members 
Mstep: Class 12 contains 18094 members 
Mstep: Class 14 contains 15874 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 66064 members 
Mstep: Class 18 contains 239018 members 
Mstep: Class 19 contains 188871 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762632.000000 Penalty: 62942.238281
Iteration 177Q: 20 clusters Score -7.076263e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41180 members 
Mstep: Class 4 contains 3214 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16162 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 14 contains 15873 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 66061 members 
Mstep: Class 18 contains 239017 members 
Mstep: Class 19 contains 188875 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762656.000000 Penalty: 62942.238281
Iteration 178Q: 20 clusters Score -7.076266e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41180 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16163 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 14 contains 15874 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 66055 members 
Mstep: Class 18 contains 239016 members 
Mstep: Class 19 contains 188874 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762680.000000 Penalty: 62942.238281
Iteration 179Q: 20 clusters Score -7.076268e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41179 members 
Mstep: Class 4 contains 3216 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16163 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 14 contains 15874 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 66053 members 
Mstep: Class 18 contains 239016 members 
Mstep: Class 19 contains 188870 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762648.000000 Penalty: 62942.238281
Iteration 180F: 20 clusters Score -7.076265e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41179 members 
Mstep: Class 4 contains 3216 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16165 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 14 contains 15874 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 66047 members 
Mstep: Class 18 contains 239012 members 
Mstep: Class 19 contains 188871 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762600.000000 Penalty: 62942.238281
Iteration 181Q: 20 clusters Score -7.07626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41179 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16166 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15874 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 66038 members 
Mstep: Class 18 contains 239015 members 
Mstep: Class 19 contains 188871 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762648.000000 Penalty: 62942.238281
Iteration 182Q: 20 clusters Score -7.076265e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41180 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16166 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15874 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 66031 members 
Mstep: Class 18 contains 239011 members 
Mstep: Class 19 contains 188875 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762600.000000 Penalty: 62942.238281
Iteration 183Q: 20 clusters Score -7.07626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16166 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15874 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 66029 members 
Mstep: Class 18 contains 239004 members 
Mstep: Class 19 contains 188878 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762648.000000 Penalty: 62942.238281
Iteration 184Q: 20 clusters Score -7.076265e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41183 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16166 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15874 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 66026 members 
Mstep: Class 18 contains 238996 members 
Mstep: Class 19 contains 188887 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762592.000000 Penalty: 62942.238281
Iteration 185Q: 20 clusters Score -7.076259e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41187 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16166 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15874 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3046 members 
Mstep: Class 17 contains 66022 members 
Mstep: Class 18 contains 238985 members 
Mstep: Class 19 contains 188893 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762608.000000 Penalty: 62942.238281
Iteration 186Q: 20 clusters Score -7.076261e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41189 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16166 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3046 members 
Mstep: Class 17 contains 66019 members 
Mstep: Class 18 contains 238980 members 
Mstep: Class 19 contains 188899 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762592.000000 Penalty: 62942.238281
Iteration 187Q: 20 clusters Score -7.076259e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41190 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16166 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 14 contains 15876 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3042 members 
Mstep: Class 17 contains 66017 members 
Mstep: Class 18 contains 238972 members 
Mstep: Class 19 contains 188907 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762560.000000 Penalty: 62942.238281
Iteration 188Q: 20 clusters Score -7.076256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41190 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16166 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 66011 members 
Mstep: Class 18 contains 238965 members 
Mstep: Class 19 contains 188916 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762536.000000 Penalty: 62942.238281
Iteration 189Q: 20 clusters Score -7.076254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41190 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16167 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 66007 members 
Mstep: Class 18 contains 238965 members 
Mstep: Class 19 contains 188914 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762584.000000 Penalty: 62942.238281
Iteration 190Q: 20 clusters Score -7.076258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41190 members 
Mstep: Class 4 contains 3216 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16166 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 66007 members 
Mstep: Class 18 contains 238965 members 
Mstep: Class 19 contains 188912 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762568.000000 Penalty: 62942.238281
Iteration 191Q: 20 clusters Score -7.076257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41190 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16166 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 14 contains 15876 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 66003 members 
Mstep: Class 18 contains 238968 members 
Mstep: Class 19 contains 188907 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762552.000000 Penalty: 62942.238281
Iteration 192Q: 20 clusters Score -7.076255e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41190 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16167 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15877 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 65996 members 
Mstep: Class 18 contains 238970 members 
Mstep: Class 19 contains 188903 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762608.000000 Penalty: 62942.238281
Iteration 193Q: 20 clusters Score -7.076261e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41189 members 
Mstep: Class 4 contains 3216 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16170 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15876 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 65989 members 
Mstep: Class 18 contains 238969 members 
Mstep: Class 19 contains 188906 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762520.000000 Penalty: 62942.238281
Iteration 194Q: 20 clusters Score -7.076252e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41190 members 
Mstep: Class 4 contains 3216 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16173 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15876 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 65984 members 
Mstep: Class 18 contains 238965 members 
Mstep: Class 19 contains 188907 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762528.000000 Penalty: 62942.238281
Iteration 195Q: 20 clusters Score -7.076253e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41192 members 
Mstep: Class 4 contains 3216 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16173 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15878 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 65979 members 
Mstep: Class 18 contains 238961 members 
Mstep: Class 19 contains 188904 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762528.000000 Penalty: 62942.238281
Iteration 196Q: 20 clusters Score -7.076253e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41194 members 
Mstep: Class 4 contains 3216 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16171 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 14 contains 15878 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 65976 members 
Mstep: Class 18 contains 238955 members 
Mstep: Class 19 contains 188907 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762480.000000 Penalty: 62942.238281
Iteration 197Q: 20 clusters Score -7.076248e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41196 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16170 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15878 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 65969 members 
Mstep: Class 18 contains 238956 members 
Mstep: Class 19 contains 188907 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762496.000000 Penalty: 62942.238281
Iteration 198Q: 20 clusters Score -7.07625e+07 nChanged 32
Entering ConstructFrom: 
Score: -70762496.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (25335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Entering Unmasked Estep 
Score: -2931725.750000 Penalty: 2514.705566
	Iteration 0F: 2 clusters Score -2931726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2914056.250000 Penalty: 5029.411133
	Iteration 0F: 3 clusters Score -2914056 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2920290.500000 Penalty: 5029.411133
	Iteration 1F: 3 clusters Score -2920290 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2920800.000000 Penalty: 5029.411133
	Iteration 2F: 3 clusters Score -2920800 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2921295.000000 Penalty: 5029.411133
	Iteration 3Q: 3 clusters Score -2921295 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2921881.750000 Penalty: 5029.411133
	Iteration 4Q: 3 clusters Score -2921882 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2922695.000000 Penalty: 5029.411133
	Iteration 5F: 3 clusters Score -2922695 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2923793.750000 Penalty: 5029.411133
	Iteration 6F: 3 clusters Score -2923794 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2925148.000000 Penalty: 5029.411133
	Iteration 7F: 3 clusters Score -2925148 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2926621.250000 Penalty: 5029.411133
	Iteration 8F: 3 clusters Score -2926621 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2927837.500000 Penalty: 5029.411133
	Iteration 9F: 3 clusters Score -2927838 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2928693.750000 Penalty: 5029.411133
	Iteration 10Q: 3 clusters Score -2928694 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2929120.250000 Penalty: 5029.411133
	Iteration 11Q: 3 clusters Score -2929120 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2929320.250000 Penalty: 5029.411133
	Iteration 12Q: 3 clusters Score -2929320 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2929411.000000 Penalty: 5029.411133
	Iteration 13Q: 3 clusters Score -2929411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2929469.000000 Penalty: 5029.411133
	Iteration 14Q: 3 clusters Score -2929469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2929510.750000 Penalty: 5029.411133
	Iteration 15Q: 3 clusters Score -2929511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2929522.500000 Penalty: 5029.411133
	Iteration 16Q: 3 clusters Score -2929522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2929543.000000 Penalty: 5029.411133
	Iteration 17Q: 3 clusters Score -2929543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2929557.250000 Penalty: 5029.411133
	Iteration 18Q: 3 clusters Score -2929557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2929562.750000 Penalty: 5029.411133
	Iteration 19Q: 3 clusters Score -2929563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2929570.750000 Penalty: 5029.411133
	Iteration 20F: 3 clusters Score -2929571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2929576.750000 Penalty: 5029.411133
	Iteration 21Q: 3 clusters Score -2929577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2929587.000000 Penalty: 5029.411133
	Iteration 22Q: 3 clusters Score -2929587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2929598.500000 Penalty: 5029.411133
	Iteration 23Q: 3 clusters Score -2929598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2929602.750000 Penalty: 5029.411133
	Iteration 24Q: 3 clusters Score -2929603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2929603.500000 Penalty: 5029.411133
	Iteration 25Q: 3 clusters Score -2929604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2929609.500000 Penalty: 5029.411133
	Iteration 26Q: 3 clusters Score -2929610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2929610.750000 Penalty: 5029.411133
	Iteration 27Q: 3 clusters Score -2929611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2929616.250000 Penalty: 5029.411133
	Iteration 28Q: 3 clusters Score -2929616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2929621.750000 Penalty: 5029.411133
	Iteration 29Q: 3 clusters Score -2929622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2929621.000000 Penalty: 5029.411133
	Iteration 30Q: 3 clusters Score -2929621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2929624.500000 Penalty: 5029.411133
	Iteration 31Q: 3 clusters Score -2929624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2929624.000000 Penalty: 5029.411133
	Iteration 32Q: 3 clusters Score -2929624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2929624.000000 Penalty: 5029.411133
	Iteration 33F: 3 clusters Score -2929624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -92491.085938 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -92491.09 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 413 members 
Entering Unmasked Estep 
Score: -90660.140625 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -90660.14 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -90891.507812 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -90891.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90955.890625 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -90955.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -90986.023438 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -90986.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91010.414062 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -91010.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -91019.710938 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -91019.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91022.781250 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -91022.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91024.796875 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -91024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91026.078125 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -91026.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91027.257812 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -91027.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91027.257812 Penalty: 3325.996826
	Iteration 10F: 3 clusters Score -91027.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Entering Unmasked Estep 
Score: -4621230.000000 Penalty: 2635.290039
	Iteration 0F: 2 clusters Score -4621230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4593434.500000 Penalty: 5270.580078
	Iteration 0F: 3 clusters Score -4593434 nChanged 18792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -4604141.000000 Penalty: 5270.580078
	Iteration 1F: 3 clusters Score -4604141 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -4605249.000000 Penalty: 5270.580078
	Iteration 2F: 3 clusters Score -4605249 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -4606673.000000 Penalty: 5270.580078
	Iteration 3F: 3 clusters Score -4606673 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -4608706.000000 Penalty: 5270.580078
	Iteration 4F: 3 clusters Score -4608706 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -4611482.000000 Penalty: 5270.580078
	Iteration 5F: 3 clusters Score -4611482 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4614711.500000 Penalty: 5270.580078
	Iteration 6F: 3 clusters Score -4614712 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -4617576.000000 Penalty: 5270.580078
	Iteration 7F: 3 clusters Score -4617576 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -4619412.500000 Penalty: 5270.580078
	Iteration 8Q: 3 clusters Score -4619412 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -4620372.500000 Penalty: 5270.580078
	Iteration 9Q: 3 clusters Score -4620372 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -4620727.500000 Penalty: 5270.580078
	Iteration 10Q: 3 clusters Score -4620728 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -4620906.500000 Penalty: 5270.580078
	Iteration 11Q: 3 clusters Score -4620906 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -4621029.500000 Penalty: 5270.580078
	Iteration 12Q: 3 clusters Score -4621030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -4621096.000000 Penalty: 5270.580078
	Iteration 13Q: 3 clusters Score -4621096 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -4621136.500000 Penalty: 5270.580078
	Iteration 14Q: 3 clusters Score -4621136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -4621160.000000 Penalty: 5270.580078
	Iteration 15Q: 3 clusters Score -4621160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -4621166.500000 Penalty: 5270.580078
	Iteration 16Q: 3 clusters Score -4621166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -4621165.500000 Penalty: 5270.580078
	Iteration 17Q: 3 clusters Score -4621166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -4621172.500000 Penalty: 5270.580078
	Iteration 18Q: 3 clusters Score -4621172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -4621169.500000 Penalty: 5270.580078
	Iteration 19Q: 3 clusters Score -4621170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -4621172.000000 Penalty: 5270.580078
	Iteration 20F: 3 clusters Score -4621172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -4621173.000000 Penalty: 5270.580078
	Iteration 21Q: 3 clusters Score -4621173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -4621181.500000 Penalty: 5270.580078
	Iteration 22Q: 3 clusters Score -4621182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -4621182.500000 Penalty: 5270.580078
	Iteration 23Q: 3 clusters Score -4621182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -4621188.500000 Penalty: 5270.580078
	Iteration 24Q: 3 clusters Score -4621188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -4621185.500000 Penalty: 5270.580078
	Iteration 25Q: 3 clusters Score -4621186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -4621185.500000 Penalty: 5270.580078
	Iteration 26F: 3 clusters Score -4621186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Entering Unmasked Estep 
Score: -345192.687500 Penalty: 2002.898682
	Iteration 0F: 2 clusters Score -345192.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -341728.343750 Penalty: 4005.797363
	Iteration 0F: 3 clusters Score -341728.3 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -342459.281250 Penalty: 4005.797363
	Iteration 1F: 3 clusters Score -342459.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -342615.406250 Penalty: 4005.797363
	Iteration 2F: 3 clusters Score -342615.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -342699.218750 Penalty: 4005.797363
	Iteration 3Q: 3 clusters Score -342699.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -342768.031250 Penalty: 4005.797363
	Iteration 4Q: 3 clusters Score -342768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -342808.875000 Penalty: 4005.797363
	Iteration 5Q: 3 clusters Score -342808.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -342847.750000 Penalty: 4005.797363
	Iteration 6Q: 3 clusters Score -342847.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -342872.843750 Penalty: 4005.797363
	Iteration 7Q: 3 clusters Score -342872.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -342891.531250 Penalty: 4005.797363
	Iteration 8Q: 3 clusters Score -342891.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -342906.187500 Penalty: 4005.797363
	Iteration 9Q: 3 clusters Score -342906.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -342920.312500 Penalty: 4005.797363
	Iteration 10Q: 3 clusters Score -342920.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -342930.937500 Penalty: 4005.797363
	Iteration 11Q: 3 clusters Score -342930.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -342940.000000 Penalty: 4005.797363
	Iteration 12Q: 3 clusters Score -342940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -342951.343750 Penalty: 4005.797363
	Iteration 13Q: 3 clusters Score -342951.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -342959.812500 Penalty: 4005.797363
	Iteration 14Q: 3 clusters Score -342959.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -342968.343750 Penalty: 4005.797363
	Iteration 15Q: 3 clusters Score -342968.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -342979.250000 Penalty: 4005.797363
	Iteration 16Q: 3 clusters Score -342979.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -342987.187500 Penalty: 4005.797363
	Iteration 17Q: 3 clusters Score -342987.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -342992.312500 Penalty: 4005.797363
	Iteration 18Q: 3 clusters Score -342992.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -342998.781250 Penalty: 4005.797363
	Iteration 19Q: 3 clusters Score -342998.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -343002.531250 Penalty: 4005.797363
	Iteration 20F: 3 clusters Score -343002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -343004.500000 Penalty: 4005.797363
	Iteration 21Q: 3 clusters Score -343004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -343005.875000 Penalty: 4005.797363
	Iteration 22Q: 3 clusters Score -343005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -343007.656250 Penalty: 4005.797363
	Iteration 23Q: 3 clusters Score -343007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -343008.437500 Penalty: 4005.797363
	Iteration 24Q: 3 clusters Score -343008.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -343010.406250 Penalty: 4005.797363
	Iteration 25Q: 3 clusters Score -343010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -343011.687500 Penalty: 4005.797363
	Iteration 26Q: 3 clusters Score -343011.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -343012.343750 Penalty: 4005.797363
	Iteration 27Q: 3 clusters Score -343012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -343014.000000 Penalty: 4005.797363
	Iteration 28Q: 3 clusters Score -343014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -343016.687500 Penalty: 4005.797363
	Iteration 29Q: 3 clusters Score -343016.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -343021.375000 Penalty: 4005.797363
	Iteration 30Q: 3 clusters Score -343021.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -343025.531250 Penalty: 4005.797363
	Iteration 31Q: 3 clusters Score -343025.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -343028.468750 Penalty: 4005.797363
	Iteration 32Q: 3 clusters Score -343028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -343029.781250 Penalty: 4005.797363
	Iteration 33Q: 3 clusters Score -343029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -343030.343750 Penalty: 4005.797363
	Iteration 34Q: 3 clusters Score -343030.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -343031.750000 Penalty: 4005.797363
	Iteration 35Q: 3 clusters Score -343031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -343034.156250 Penalty: 4005.797363
	Iteration 36Q: 3 clusters Score -343034.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -343035.156250 Penalty: 4005.797363
	Iteration 37Q: 3 clusters Score -343035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -343035.468750 Penalty: 4005.797363
	Iteration 38Q: 3 clusters Score -343035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -343037.093750 Penalty: 4005.797363
	Iteration 39Q: 3 clusters Score -343037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -343038.343750 Penalty: 4005.797363
	Iteration 40F: 3 clusters Score -343038.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -343039.437500 Penalty: 4005.797363
	Iteration 41Q: 3 clusters Score -343039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -343040.062500 Penalty: 4005.797363
	Iteration 42Q: 3 clusters Score -343040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -343040.093750 Penalty: 4005.797363
	Iteration 43Q: 3 clusters Score -343040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -343041.281250 Penalty: 4005.797363
	Iteration 44Q: 3 clusters Score -343041.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -343041.687500 Penalty: 4005.797363
	Iteration 45Q: 3 clusters Score -343041.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -343041.687500 Penalty: 4005.797363
	Iteration 46F: 3 clusters Score -343041.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72620.726562 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72620.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70929.757812 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -70929.76 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71153.210938 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71153.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -71200.335938 Penalty: 3215.621338
	Iteration 2Q: 3 clusters Score -71200.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71221.960938 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71221.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71243.789062 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71243.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71263.328125 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71263.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71277.757812 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71277.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71285.242188 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -71285.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71291.609375 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -71291.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71291.609375 Penalty: 3215.621338
	Iteration 9F: 3 clusters Score -71291.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -95356.429688 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -95356.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -93521.671875 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -93521.67 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -93803.359375 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -93803.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -93892.929688 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -93892.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -93924.351562 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -93924.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -93951.359375 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -93951.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -93967.492188 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -93967.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -93983.468750 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -93983.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93992.945312 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -93992.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -93999.703125 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -93999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -94004.851562 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -94004.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94008.054688 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -94008.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -94010.125000 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -94010.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94014.921875 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -94014.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94017.523438 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -94017.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94017.523438 Penalty: 3352.590576
	Iteration 14F: 3 clusters Score -94017.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -97567.148438 Penalty: 1696.190186
	Iteration 0F: 2 clusters Score -97567.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -95714.265625 Penalty: 3392.380371
	Iteration 0F: 3 clusters Score -95714.27 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96164.593750 Penalty: 3392.380371
	Iteration 1F: 3 clusters Score -96164.59 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -96448.156250 Penalty: 3392.380371
	Iteration 2F: 3 clusters Score -96448.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96590.656250 Penalty: 3392.380371
	Iteration 3F: 3 clusters Score -96590.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96706.031250 Penalty: 3392.380371
	Iteration 4Q: 3 clusters Score -96706.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96813.804688 Penalty: 3392.380371
	Iteration 5Q: 3 clusters Score -96813.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96933.320312 Penalty: 3392.380371
	Iteration 6Q: 3 clusters Score -96933.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97038.742188 Penalty: 3392.380371
	Iteration 7Q: 3 clusters Score -97038.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97092.054688 Penalty: 3392.380371
	Iteration 8Q: 3 clusters Score -97092.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -97169.226562 Penalty: 3392.380371
	Iteration 9Q: 3 clusters Score -97169.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97299.445312 Penalty: 3392.380371
	Iteration 10Q: 3 clusters Score -97299.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -97415.554688 Penalty: 3392.380371
	Iteration 11Q: 3 clusters Score -97415.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -97487.320312 Penalty: 3392.380371
	Iteration 12Q: 3 clusters Score -97487.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -97527.695312 Penalty: 3392.380371
	Iteration 13Q: 3 clusters Score -97527.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -97545.250000 Penalty: 3392.380371
	Iteration 14Q: 3 clusters Score -97545.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97574.929688 Penalty: 3392.380371
	Iteration 15Q: 3 clusters Score -97574.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -97588.023438 Penalty: 3392.380371
	Iteration 16Q: 3 clusters Score -97588.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97599.992188 Penalty: 3392.380371
	Iteration 17Q: 3 clusters Score -97599.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -97607.375000 Penalty: 3392.380371
	Iteration 18Q: 3 clusters Score -97607.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -97610.734375 Penalty: 3392.380371
	Iteration 19Q: 3 clusters Score -97610.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -97610.734375 Penalty: 3392.380371
	Iteration 20F: 3 clusters Score -97610.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 472 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16170 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 15877 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 65963 members 
Mstep: Class 18 contains 238953 members 
Mstep: Class 19 contains 188906 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70760944.000000 Penalty: 66254.992188
Splitting cluster 7 changes total score from -70762496.000000 to -70760944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -130332.500000 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -130332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -128265.632812 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -128265.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -128582.085938 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -128582.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -128649.632812 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -128649.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128667.382812 Penalty: 3502.846924
	Iteration 3Q: 3 clusters Score -128667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128680.406250 Penalty: 3502.846924
	Iteration 4Q: 3 clusters Score -128680.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128692.117188 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -128692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128699.289062 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -128699.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128709.289062 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -128709.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128715.343750 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -128715.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -128719.640625 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -128719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -128724.875000 Penalty: 3502.846924
	Iteration 10Q: 3 clusters Score -128724.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -128727.078125 Penalty: 3502.846924
	Iteration 11Q: 3 clusters Score -128727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -128728.648438 Penalty: 3502.846924
	Iteration 12Q: 3 clusters Score -128728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -128729.070312 Penalty: 3502.846924
	Iteration 13Q: 3 clusters Score -128729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -128729.070312 Penalty: 3502.846924
	Iteration 14F: 3 clusters Score -128729.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -128002.476562 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -128002.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -125934.312500 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -125934.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -127028.289062 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -127028.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -127507.554688 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -127507.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -127833.570312 Penalty: 3568.812988
	Iteration 3F: 3 clusters Score -127833.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -128033.554688 Penalty: 3568.812988
	Iteration 4F: 3 clusters Score -128033.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -128124.921875 Penalty: 3568.812988
	Iteration 5Q: 3 clusters Score -128124.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -128202.625000 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -128202.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -128278.773438 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -128278.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -128342.156250 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -128342.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -128411.515625 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -128411.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -128436.679688 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -128436.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -128452.773438 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -128452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -128461.718750 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -128461.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -128467.671875 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -128467.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -128472.101562 Penalty: 3568.812988
	Iteration 14Q: 3 clusters Score -128472.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -128478.304688 Penalty: 3568.812988
	Iteration 15Q: 3 clusters Score -128478.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -128480.445312 Penalty: 3568.812988
	Iteration 16Q: 3 clusters Score -128480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -128480.992188 Penalty: 3568.812988
	Iteration 17Q: 3 clusters Score -128481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -128480.992188 Penalty: 3568.812988
	Iteration 18F: 3 clusters Score -128481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 499 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16170 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 13 contains 834 members 
Mstep: Class 14 contains 15877 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 65963 members 
Mstep: Class 18 contains 238953 members 
Mstep: Class 19 contains 188906 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70761440.000000 Penalty: 66254.992188
Splitting cluster 9 changes total score from -70762496.000000 to -70761440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -70977.781250 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -70977.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69252.812500 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -69252.81 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69524.445312 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -69524.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69736.476562 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -69736.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70048.882812 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -70048.88 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70456.046875 Penalty: 3270.829102
	Iteration 4F: 3 clusters Score -70456.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70736.343750 Penalty: 3270.829102
	Iteration 5F: 3 clusters Score -70736.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70897.898438 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -70897.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70972.250000 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -70972.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71016.968750 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -71016.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71080.109375 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -71080.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71167.007812 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -71167.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71186.242188 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -71186.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71193.929688 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -71193.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71193.929688 Penalty: 3270.829102
	Iteration 13F: 3 clusters Score -71193.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 325 members 
Mstep: Class 11 contains 16170 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 13 contains 406 members 
Mstep: Class 14 contains 15877 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 65963 members 
Mstep: Class 18 contains 238953 members 
Mstep: Class 19 contains 188906 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70761048.000000 Penalty: 66254.992188
Splitting cluster 10 changes total score from -70762496.000000 to -70761048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (16170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Entering Unmasked Estep 
Score: -1875712.250000 Penalty: 2403.346436
	Iteration 0F: 2 clusters Score -1875712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1864126.375000 Penalty: 4806.692871
	Iteration 0F: 3 clusters Score -1864126 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1867872.500000 Penalty: 4806.692871
	Iteration 1F: 3 clusters Score -1867872 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1868300.000000 Penalty: 4806.692871
	Iteration 2F: 3 clusters Score -1868300 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1868631.750000 Penalty: 4806.692871
	Iteration 3Q: 3 clusters Score -1868632 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1869027.875000 Penalty: 4806.692871
	Iteration 4Q: 3 clusters Score -1869028 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1869445.250000 Penalty: 4806.692871
	Iteration 5Q: 3 clusters Score -1869445 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1869933.375000 Penalty: 4806.692871
	Iteration 6F: 3 clusters Score -1869933 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1870452.375000 Penalty: 4806.692871
	Iteration 7F: 3 clusters Score -1870452 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1870957.875000 Penalty: 4806.692871
	Iteration 8F: 3 clusters Score -1870958 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1871462.375000 Penalty: 4806.692871
	Iteration 9Q: 3 clusters Score -1871462 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1872000.000000 Penalty: 4806.692871
	Iteration 10Q: 3 clusters Score -1872000 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1872454.000000 Penalty: 4806.692871
	Iteration 11Q: 3 clusters Score -1872454 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1872784.375000 Penalty: 4806.692871
	Iteration 12Q: 3 clusters Score -1872784 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1872979.250000 Penalty: 4806.692871
	Iteration 13Q: 3 clusters Score -1872979 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1873118.875000 Penalty: 4806.692871
	Iteration 14Q: 3 clusters Score -1873119 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1873239.875000 Penalty: 4806.692871
	Iteration 15Q: 3 clusters Score -1873240 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1873331.250000 Penalty: 4806.692871
	Iteration 16Q: 3 clusters Score -1873331 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1873393.250000 Penalty: 4806.692871
	Iteration 17Q: 3 clusters Score -1873393 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1873433.875000 Penalty: 4806.692871
	Iteration 18Q: 3 clusters Score -1873434 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1873471.000000 Penalty: 4806.692871
	Iteration 19Q: 3 clusters Score -1873471 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1873502.500000 Penalty: 4806.692871
	Iteration 20F: 3 clusters Score -1873502 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1873536.750000 Penalty: 4806.692871
	Iteration 21Q: 3 clusters Score -1873537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1873556.125000 Penalty: 4806.692871
	Iteration 22Q: 3 clusters Score -1873556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1873573.125000 Penalty: 4806.692871
	Iteration 23Q: 3 clusters Score -1873573 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1873592.125000 Penalty: 4806.692871
	Iteration 24Q: 3 clusters Score -1873592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1873609.250000 Penalty: 4806.692871
	Iteration 25Q: 3 clusters Score -1873609 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1873626.250000 Penalty: 4806.692871
	Iteration 26Q: 3 clusters Score -1873626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1873639.125000 Penalty: 4806.692871
	Iteration 27Q: 3 clusters Score -1873639 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1873650.750000 Penalty: 4806.692871
	Iteration 28Q: 3 clusters Score -1873651 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1873676.125000 Penalty: 4806.692871
	Iteration 29Q: 3 clusters Score -1873676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1873689.625000 Penalty: 4806.692871
	Iteration 30Q: 3 clusters Score -1873690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1873714.000000 Penalty: 4806.692871
	Iteration 31Q: 3 clusters Score -1873714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1873728.375000 Penalty: 4806.692871
	Iteration 32Q: 3 clusters Score -1873728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1873747.000000 Penalty: 4806.692871
	Iteration 33Q: 3 clusters Score -1873747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1873758.750000 Penalty: 4806.692871
	Iteration 34Q: 3 clusters Score -1873759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1873767.875000 Penalty: 4806.692871
	Iteration 35Q: 3 clusters Score -1873768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1873775.875000 Penalty: 4806.692871
	Iteration 36Q: 3 clusters Score -1873776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1873779.625000 Penalty: 4806.692871
	Iteration 37Q: 3 clusters Score -1873780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1873780.500000 Penalty: 4806.692871
	Iteration 38Q: 3 clusters Score -1873780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1873788.500000 Penalty: 4806.692871
	Iteration 39Q: 3 clusters Score -1873788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1873803.125000 Penalty: 4806.692871
	Iteration 40F: 3 clusters Score -1873803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1873816.750000 Penalty: 4806.692871
	Iteration 41Q: 3 clusters Score -1873817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1873831.375000 Penalty: 4806.692871
	Iteration 42Q: 3 clusters Score -1873831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1873845.875000 Penalty: 4806.692871
	Iteration 43Q: 3 clusters Score -1873846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1873863.125000 Penalty: 4806.692871
	Iteration 44Q: 3 clusters Score -1873863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1873883.750000 Penalty: 4806.692871
	Iteration 45Q: 3 clusters Score -1873884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1873884.125000 Penalty: 4806.692871
	Iteration 46Q: 3 clusters Score -1873884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1873891.750000 Penalty: 4806.692871
	Iteration 47Q: 3 clusters Score -1873892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1873899.500000 Penalty: 4806.692871
	Iteration 48Q: 3 clusters Score -1873900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1873907.750000 Penalty: 4806.692871
	Iteration 49Q: 3 clusters Score -1873908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1873915.125000 Penalty: 4806.692871
	Iteration 50Q: 3 clusters Score -1873915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1873925.875000 Penalty: 4806.692871
	Iteration 51Q: 3 clusters Score -1873926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1873935.250000 Penalty: 4806.692871
	Iteration 52Q: 3 clusters Score -1873935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1873945.625000 Penalty: 4806.692871
	Iteration 53Q: 3 clusters Score -1873946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1873956.000000 Penalty: 4806.692871
	Iteration 54Q: 3 clusters Score -1873956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1873963.750000 Penalty: 4806.692871
	Iteration 55Q: 3 clusters Score -1873964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1873969.625000 Penalty: 4806.692871
	Iteration 56Q: 3 clusters Score -1873970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1873976.750000 Penalty: 4806.692871
	Iteration 57Q: 3 clusters Score -1873977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1873983.125000 Penalty: 4806.692871
	Iteration 58Q: 3 clusters Score -1873983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1873988.875000 Penalty: 4806.692871
	Iteration 59Q: 3 clusters Score -1873989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1873995.250000 Penalty: 4806.692871
	Iteration 60F: 3 clusters Score -1873995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1874009.500000 Penalty: 4806.692871
	Iteration 61Q: 3 clusters Score -1874010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1874008.750000 Penalty: 4806.692871
	Iteration 62Q: 3 clusters Score -1874009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1874007.000000 Penalty: 4806.692871
	Iteration 63Q: 3 clusters Score -1874007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1874009.750000 Penalty: 4806.692871
	Iteration 64Q: 3 clusters Score -1874010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1874008.750000 Penalty: 4806.692871
	Iteration 65Q: 3 clusters Score -1874009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1874010.500000 Penalty: 4806.692871
	Iteration 66Q: 3 clusters Score -1874010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1874011.875000 Penalty: 4806.692871
	Iteration 67Q: 3 clusters Score -1874012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1874011.125000 Penalty: 4806.692871
	Iteration 68Q: 3 clusters Score -1874011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1874014.625000 Penalty: 4806.692871
	Iteration 69Q: 3 clusters Score -1874015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1874016.375000 Penalty: 4806.692871
	Iteration 70Q: 3 clusters Score -1874016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1874016.375000 Penalty: 4806.692871
	Iteration 71F: 3 clusters Score -1874016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Entering Unmasked Estep 
Score: -2095567.500000 Penalty: 2431.104004
	Iteration 0F: 2 clusters Score -2095568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2082626.500000 Penalty: 4862.208008
	Iteration 0F: 3 clusters Score -2082626 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2086829.625000 Penalty: 4862.208008
	Iteration 1F: 3 clusters Score -2086830 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2087343.250000 Penalty: 4862.208008
	Iteration 2F: 3 clusters Score -2087343 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2087881.500000 Penalty: 4862.208008
	Iteration 3F: 3 clusters Score -2087882 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2088499.500000 Penalty: 4862.208008
	Iteration 4F: 3 clusters Score -2088500 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2089180.500000 Penalty: 4862.208008
	Iteration 5F: 3 clusters Score -2089180 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2089916.125000 Penalty: 4862.208008
	Iteration 6F: 3 clusters Score -2089916 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2090616.750000 Penalty: 4862.208008
	Iteration 7F: 3 clusters Score -2090617 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2091279.875000 Penalty: 4862.208008
	Iteration 8Q: 3 clusters Score -2091280 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2091901.000000 Penalty: 4862.208008
	Iteration 9Q: 3 clusters Score -2091901 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2092360.500000 Penalty: 4862.208008
	Iteration 10Q: 3 clusters Score -2092360 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2092711.125000 Penalty: 4862.208008
	Iteration 11Q: 3 clusters Score -2092711 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2092922.250000 Penalty: 4862.208008
	Iteration 12Q: 3 clusters Score -2092922 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2093054.875000 Penalty: 4862.208008
	Iteration 13Q: 3 clusters Score -2093055 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2093170.250000 Penalty: 4862.208008
	Iteration 14Q: 3 clusters Score -2093170 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2093240.625000 Penalty: 4862.208008
	Iteration 15Q: 3 clusters Score -2093241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2093284.375000 Penalty: 4862.208008
	Iteration 16Q: 3 clusters Score -2093284 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2093325.500000 Penalty: 4862.208008
	Iteration 17Q: 3 clusters Score -2093326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2093354.500000 Penalty: 4862.208008
	Iteration 18Q: 3 clusters Score -2093354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2093385.500000 Penalty: 4862.208008
	Iteration 19Q: 3 clusters Score -2093386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2093410.250000 Penalty: 4862.208008
	Iteration 20F: 3 clusters Score -2093410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2093422.625000 Penalty: 4862.208008
	Iteration 21Q: 3 clusters Score -2093423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2093432.875000 Penalty: 4862.208008
	Iteration 22Q: 3 clusters Score -2093433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2093436.250000 Penalty: 4862.208008
	Iteration 23Q: 3 clusters Score -2093436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2093440.625000 Penalty: 4862.208008
	Iteration 24Q: 3 clusters Score -2093441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2093444.750000 Penalty: 4862.208008
	Iteration 25Q: 3 clusters Score -2093445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2093457.750000 Penalty: 4862.208008
	Iteration 26Q: 3 clusters Score -2093458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2093464.500000 Penalty: 4862.208008
	Iteration 27Q: 3 clusters Score -2093464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2093469.125000 Penalty: 4862.208008
	Iteration 28Q: 3 clusters Score -2093469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2093474.000000 Penalty: 4862.208008
	Iteration 29Q: 3 clusters Score -2093474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2093478.500000 Penalty: 4862.208008
	Iteration 30Q: 3 clusters Score -2093478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2093477.750000 Penalty: 4862.208008
	Iteration 31Q: 3 clusters Score -2093478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2093478.000000 Penalty: 4862.208008
	Iteration 32Q: 3 clusters Score -2093478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2093479.250000 Penalty: 4862.208008
	Iteration 33Q: 3 clusters Score -2093479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2093479.250000 Penalty: 4862.208008
	Iteration 34F: 3 clusters Score -2093479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Entering Unmasked Estep 
Score: -1841940.000000 Penalty: 2398.811279
	Iteration 0F: 2 clusters Score -1841940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1830470.125000 Penalty: 4797.622559
	Iteration 0F: 3 clusters Score -1830470 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1834022.375000 Penalty: 4797.622559
	Iteration 1F: 3 clusters Score -1834022 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1834346.500000 Penalty: 4797.622559
	Iteration 2F: 3 clusters Score -1834346 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1834600.375000 Penalty: 4797.622559
	Iteration 3Q: 3 clusters Score -1834600 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1834843.875000 Penalty: 4797.622559
	Iteration 4Q: 3 clusters Score -1834844 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1835067.375000 Penalty: 4797.622559
	Iteration 5Q: 3 clusters Score -1835067 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1835306.750000 Penalty: 4797.622559
	Iteration 6Q: 3 clusters Score -1835307 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1835636.250000 Penalty: 4797.622559
	Iteration 7Q: 3 clusters Score -1835636 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1836032.875000 Penalty: 4797.622559
	Iteration 8Q: 3 clusters Score -1836033 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1836499.750000 Penalty: 4797.622559
	Iteration 9Q: 3 clusters Score -1836500 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1837075.375000 Penalty: 4797.622559
	Iteration 10F: 3 clusters Score -1837075 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1837749.875000 Penalty: 4797.622559
	Iteration 11Q: 3 clusters Score -1837750 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1838428.125000 Penalty: 4797.622559
	Iteration 12Q: 3 clusters Score -1838428 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1838887.750000 Penalty: 4797.622559
	Iteration 13Q: 3 clusters Score -1838888 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1839184.125000 Penalty: 4797.622559
	Iteration 14Q: 3 clusters Score -1839184 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1839334.375000 Penalty: 4797.622559
	Iteration 15Q: 3 clusters Score -1839334 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1839428.000000 Penalty: 4797.622559
	Iteration 16Q: 3 clusters Score -1839428 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1839476.250000 Penalty: 4797.622559
	Iteration 17Q: 3 clusters Score -1839476 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1839513.500000 Penalty: 4797.622559
	Iteration 18Q: 3 clusters Score -1839514 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1839534.500000 Penalty: 4797.622559
	Iteration 19Q: 3 clusters Score -1839534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1839559.500000 Penalty: 4797.622559
	Iteration 20F: 3 clusters Score -1839560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1839574.250000 Penalty: 4797.622559
	Iteration 21Q: 3 clusters Score -1839574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1839590.375000 Penalty: 4797.622559
	Iteration 22Q: 3 clusters Score -1839590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1839601.000000 Penalty: 4797.622559
	Iteration 23Q: 3 clusters Score -1839601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1839612.000000 Penalty: 4797.622559
	Iteration 24Q: 3 clusters Score -1839612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1839629.000000 Penalty: 4797.622559
	Iteration 25Q: 3 clusters Score -1839629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1839635.250000 Penalty: 4797.622559
	Iteration 26Q: 3 clusters Score -1839635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1839652.000000 Penalty: 4797.622559
	Iteration 27Q: 3 clusters Score -1839652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1839652.125000 Penalty: 4797.622559
	Iteration 28Q: 3 clusters Score -1839652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1839662.000000 Penalty: 4797.622559
	Iteration 29Q: 3 clusters Score -1839662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1839668.875000 Penalty: 4797.622559
	Iteration 30Q: 3 clusters Score -1839669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1839677.375000 Penalty: 4797.622559
	Iteration 31Q: 3 clusters Score -1839677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1839679.375000 Penalty: 4797.622559
	Iteration 32Q: 3 clusters Score -1839679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1839683.375000 Penalty: 4797.622559
	Iteration 33Q: 3 clusters Score -1839683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1839682.875000 Penalty: 4797.622559
	Iteration 34Q: 3 clusters Score -1839683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1839688.000000 Penalty: 4797.622559
	Iteration 35Q: 3 clusters Score -1839688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1839693.625000 Penalty: 4797.622559
	Iteration 36Q: 3 clusters Score -1839694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1839695.875000 Penalty: 4797.622559
	Iteration 37Q: 3 clusters Score -1839696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1839702.875000 Penalty: 4797.622559
	Iteration 38Q: 3 clusters Score -1839703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1839706.000000 Penalty: 4797.622559
	Iteration 39Q: 3 clusters Score -1839706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1839712.000000 Penalty: 4797.622559
	Iteration 40F: 3 clusters Score -1839712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1839719.375000 Penalty: 4797.622559
	Iteration 41Q: 3 clusters Score -1839719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1839729.500000 Penalty: 4797.622559
	Iteration 42Q: 3 clusters Score -1839730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1839738.750000 Penalty: 4797.622559
	Iteration 43Q: 3 clusters Score -1839739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1839748.125000 Penalty: 4797.622559
	Iteration 44Q: 3 clusters Score -1839748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1839750.125000 Penalty: 4797.622559
	Iteration 45Q: 3 clusters Score -1839750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1839753.875000 Penalty: 4797.622559
	Iteration 46Q: 3 clusters Score -1839754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1839761.875000 Penalty: 4797.622559
	Iteration 47Q: 3 clusters Score -1839762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1839771.500000 Penalty: 4797.622559
	Iteration 48Q: 3 clusters Score -1839772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1839775.000000 Penalty: 4797.622559
	Iteration 49Q: 3 clusters Score -1839775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1839780.000000 Penalty: 4797.622559
	Iteration 50Q: 3 clusters Score -1839780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1839794.500000 Penalty: 4797.622559
	Iteration 51Q: 3 clusters Score -1839794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1839797.500000 Penalty: 4797.622559
	Iteration 52Q: 3 clusters Score -1839798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1839803.500000 Penalty: 4797.622559
	Iteration 53Q: 3 clusters Score -1839804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1839806.625000 Penalty: 4797.622559
	Iteration 54Q: 3 clusters Score -1839807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1839809.750000 Penalty: 4797.622559
	Iteration 55Q: 3 clusters Score -1839810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1839815.375000 Penalty: 4797.622559
	Iteration 56Q: 3 clusters Score -1839815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1839814.625000 Penalty: 4797.622559
	Iteration 57Q: 3 clusters Score -1839815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1839823.375000 Penalty: 4797.622559
	Iteration 58Q: 3 clusters Score -1839823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1839823.625000 Penalty: 4797.622559
	Iteration 59Q: 3 clusters Score -1839824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1839827.500000 Penalty: 4797.622559
	Iteration 60F: 3 clusters Score -1839828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1839827.375000 Penalty: 4797.622559
	Iteration 61Q: 3 clusters Score -1839827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1839835.125000 Penalty: 4797.622559
	Iteration 62Q: 3 clusters Score -1839835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1839834.750000 Penalty: 4797.622559
	Iteration 63Q: 3 clusters Score -1839835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1839838.125000 Penalty: 4797.622559
	Iteration 64Q: 3 clusters Score -1839838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1839839.125000 Penalty: 4797.622559
	Iteration 65Q: 3 clusters Score -1839839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1839838.250000 Penalty: 4797.622559
	Iteration 66Q: 3 clusters Score -1839838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1839838.250000 Penalty: 4797.622559
	Iteration 67Q: 3 clusters Score -1839838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1839837.750000 Penalty: 4797.622559
	Iteration 68Q: 3 clusters Score -1839838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1839836.750000 Penalty: 4797.622559
	Iteration 69Q: 3 clusters Score -1839837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1839836.750000 Penalty: 4797.622559
	Iteration 70F: 3 clusters Score -1839837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Entering Unmasked Estep 
Score: -985978.937500 Penalty: 2257.206787
	Iteration 0F: 2 clusters Score -985978.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -978921.750000 Penalty: 4514.413574
	Iteration 0F: 3 clusters Score -978921.8 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -981102.062500 Penalty: 4514.413574
	Iteration 1F: 3 clusters Score -981102.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -981654.000000 Penalty: 4514.413574
	Iteration 2F: 3 clusters Score -981654 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -982217.437500 Penalty: 4514.413574
	Iteration 3F: 3 clusters Score -982217.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -982826.437500 Penalty: 4514.413574
	Iteration 4F: 3 clusters Score -982826.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -983484.875000 Penalty: 4514.413574
	Iteration 5F: 3 clusters Score -983484.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -984031.812500 Penalty: 4514.413574
	Iteration 6F: 3 clusters Score -984031.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -984411.750000 Penalty: 4514.413574
	Iteration 7F: 3 clusters Score -984411.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -984670.125000 Penalty: 4514.413574
	Iteration 8Q: 3 clusters Score -984670.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -984809.125000 Penalty: 4514.413574
	Iteration 9Q: 3 clusters Score -984809.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -984871.125000 Penalty: 4514.413574
	Iteration 10Q: 3 clusters Score -984871.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -984902.375000 Penalty: 4514.413574
	Iteration 11Q: 3 clusters Score -984902.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -984922.375000 Penalty: 4514.413574
	Iteration 12Q: 3 clusters Score -984922.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -984934.000000 Penalty: 4514.413574
	Iteration 13Q: 3 clusters Score -984934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -984940.187500 Penalty: 4514.413574
	Iteration 14Q: 3 clusters Score -984940.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -984949.062500 Penalty: 4514.413574
	Iteration 15Q: 3 clusters Score -984949.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -984947.500000 Penalty: 4514.413574
	Iteration 16Q: 3 clusters Score -984947.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -984953.875000 Penalty: 4514.413574
	Iteration 17Q: 3 clusters Score -984953.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -984955.687500 Penalty: 4514.413574
	Iteration 18Q: 3 clusters Score -984955.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -984958.250000 Penalty: 4514.413574
	Iteration 19Q: 3 clusters Score -984958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -984958.625000 Penalty: 4514.413574
	Iteration 20F: 3 clusters Score -984958.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -984958.062500 Penalty: 4514.413574
	Iteration 21Q: 3 clusters Score -984958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -984957.750000 Penalty: 4514.413574
	Iteration 22Q: 3 clusters Score -984957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -984959.375000 Penalty: 4514.413574
	Iteration 23Q: 3 clusters Score -984959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -984959.937500 Penalty: 4514.413574
	Iteration 24Q: 3 clusters Score -984959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -984959.937500 Penalty: 4514.413574
	Iteration 25F: 3 clusters Score -984959.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -341039.093750 Penalty: 1988.700684
	Iteration 0F: 2 clusters Score -341039.1 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 1413 members 
Entering Unmasked Estep 
Score: -337770.406250 Penalty: 3977.401367
	Iteration 0F: 3 clusters Score -337770.4 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -338415.125000 Penalty: 3977.401367
	Iteration 1F: 3 clusters Score -338415.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -338565.187500 Penalty: 3977.401367
	Iteration 2F: 3 clusters Score -338565.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -338646.968750 Penalty: 3977.401367
	Iteration 3Q: 3 clusters Score -338647 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -338699.593750 Penalty: 3977.401367
	Iteration 4Q: 3 clusters Score -338699.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -338733.687500 Penalty: 3977.401367
	Iteration 5Q: 3 clusters Score -338733.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -338760.156250 Penalty: 3977.401367
	Iteration 6Q: 3 clusters Score -338760.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -338782.062500 Penalty: 3977.401367
	Iteration 7Q: 3 clusters Score -338782.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -338797.093750 Penalty: 3977.401367
	Iteration 8Q: 3 clusters Score -338797.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -338813.718750 Penalty: 3977.401367
	Iteration 9Q: 3 clusters Score -338813.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -338830.625000 Penalty: 3977.401367
	Iteration 10Q: 3 clusters Score -338830.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -338847.218750 Penalty: 3977.401367
	Iteration 11Q: 3 clusters Score -338847.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -338865.375000 Penalty: 3977.401367
	Iteration 12Q: 3 clusters Score -338865.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -338886.125000 Penalty: 3977.401367
	Iteration 13Q: 3 clusters Score -338886.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -338903.812500 Penalty: 3977.401367
	Iteration 14Q: 3 clusters Score -338903.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -338917.406250 Penalty: 3977.401367
	Iteration 15Q: 3 clusters Score -338917.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -338931.812500 Penalty: 3977.401367
	Iteration 16Q: 3 clusters Score -338931.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -338944.281250 Penalty: 3977.401367
	Iteration 17Q: 3 clusters Score -338944.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -338953.812500 Penalty: 3977.401367
	Iteration 18Q: 3 clusters Score -338953.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -338967.812500 Penalty: 3977.401367
	Iteration 19Q: 3 clusters Score -338967.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -338982.187500 Penalty: 3977.401367
	Iteration 20F: 3 clusters Score -338982.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -339001.250000 Penalty: 3977.401367
	Iteration 21Q: 3 clusters Score -339001.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -339017.625000 Penalty: 3977.401367
	Iteration 22Q: 3 clusters Score -339017.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -339033.437500 Penalty: 3977.401367
	Iteration 23Q: 3 clusters Score -339033.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -339051.656250 Penalty: 3977.401367
	Iteration 24Q: 3 clusters Score -339051.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -339068.343750 Penalty: 3977.401367
	Iteration 25Q: 3 clusters Score -339068.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -339083.125000 Penalty: 3977.401367
	Iteration 26Q: 3 clusters Score -339083.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -339097.062500 Penalty: 3977.401367
	Iteration 27Q: 3 clusters Score -339097.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -339105.281250 Penalty: 3977.401367
	Iteration 28Q: 3 clusters Score -339105.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -339114.750000 Penalty: 3977.401367
	Iteration 29Q: 3 clusters Score -339114.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -339126.062500 Penalty: 3977.401367
	Iteration 30Q: 3 clusters Score -339126.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -339136.906250 Penalty: 3977.401367
	Iteration 31Q: 3 clusters Score -339136.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -339151.625000 Penalty: 3977.401367
	Iteration 32Q: 3 clusters Score -339151.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -339159.406250 Penalty: 3977.401367
	Iteration 33Q: 3 clusters Score -339159.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -339172.968750 Penalty: 3977.401367
	Iteration 34Q: 3 clusters Score -339173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -339184.218750 Penalty: 3977.401367
	Iteration 35Q: 3 clusters Score -339184.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -339195.875000 Penalty: 3977.401367
	Iteration 36Q: 3 clusters Score -339195.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -339205.281250 Penalty: 3977.401367
	Iteration 37Q: 3 clusters Score -339205.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -339211.312500 Penalty: 3977.401367
	Iteration 38Q: 3 clusters Score -339211.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -339219.187500 Penalty: 3977.401367
	Iteration 39Q: 3 clusters Score -339219.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -339224.562500 Penalty: 3977.401367
	Iteration 40F: 3 clusters Score -339224.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -339230.218750 Penalty: 3977.401367
	Iteration 41Q: 3 clusters Score -339230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -339232.062500 Penalty: 3977.401367
	Iteration 42Q: 3 clusters Score -339232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -339234.250000 Penalty: 3977.401367
	Iteration 43Q: 3 clusters Score -339234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -339234.687500 Penalty: 3977.401367
	Iteration 44Q: 3 clusters Score -339234.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -339235.656250 Penalty: 3977.401367
	Iteration 45Q: 3 clusters Score -339235.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -339236.468750 Penalty: 3977.401367
	Iteration 46Q: 3 clusters Score -339236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -339237.062500 Penalty: 3977.401367
	Iteration 47Q: 3 clusters Score -339237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -339237.343750 Penalty: 3977.401367
	Iteration 48Q: 3 clusters Score -339237.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -339237.718750 Penalty: 3977.401367
	Iteration 49Q: 3 clusters Score -339237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -339237.718750 Penalty: 3977.401367
	Iteration 50F: 3 clusters Score -339237.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Entering Unmasked Estep 
Score: -7506799.500000 Penalty: 2752.018555
	Iteration 0F: 2 clusters Score -7506800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -7462341.500000 Penalty: 5504.037109
	Iteration 0F: 3 clusters Score -7462342 nChanged 30817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -7479614.000000 Penalty: 5504.037109
	Iteration 1F: 3 clusters Score -7479614 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -7480181.000000 Penalty: 5504.037109
	Iteration 2Q: 3 clusters Score -7480181 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -7480731.000000 Penalty: 5504.037109
	Iteration 3Q: 3 clusters Score -7480731 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -7481335.500000 Penalty: 5504.037109
	Iteration 4Q: 3 clusters Score -7481336 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -7482063.500000 Penalty: 5504.037109
	Iteration 5Q: 3 clusters Score -7482064 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -7483119.500000 Penalty: 5504.037109
	Iteration 6Q: 3 clusters Score -7483120 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -7484666.000000 Penalty: 5504.037109
	Iteration 7Q: 3 clusters Score -7484666 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -7486786.500000 Penalty: 5504.037109
	Iteration 8F: 3 clusters Score -7486786 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -7489451.500000 Penalty: 5504.037109
	Iteration 9F: 3 clusters Score -7489452 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -7492572.000000 Penalty: 5504.037109
	Iteration 10F: 3 clusters Score -7492572 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -7495711.000000 Penalty: 5504.037109
	Iteration 11F: 3 clusters Score -7495711 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -7498474.500000 Penalty: 5504.037109
	Iteration 12F: 3 clusters Score -7498474 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -7500562.000000 Penalty: 5504.037109
	Iteration 13Q: 3 clusters Score -7500562 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -7502063.000000 Penalty: 5504.037109
	Iteration 14Q: 3 clusters Score -7502063 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -7503033.000000 Penalty: 5504.037109
	Iteration 15Q: 3 clusters Score -7503033 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -7503609.500000 Penalty: 5504.037109
	Iteration 16Q: 3 clusters Score -7503610 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -7503926.000000 Penalty: 5504.037109
	Iteration 17Q: 3 clusters Score -7503926 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -7504134.000000 Penalty: 5504.037109
	Iteration 18Q: 3 clusters Score -7504134 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -7504247.500000 Penalty: 5504.037109
	Iteration 19Q: 3 clusters Score -7504248 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -7504333.500000 Penalty: 5504.037109
	Iteration 20F: 3 clusters Score -7504334 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -7504389.500000 Penalty: 5504.037109
	Iteration 21Q: 3 clusters Score -7504390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -7504434.500000 Penalty: 5504.037109
	Iteration 22Q: 3 clusters Score -7504434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -7504465.000000 Penalty: 5504.037109
	Iteration 23Q: 3 clusters Score -7504465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -7504491.500000 Penalty: 5504.037109
	Iteration 24Q: 3 clusters Score -7504492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -7504499.500000 Penalty: 5504.037109
	Iteration 25Q: 3 clusters Score -7504500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -7504509.500000 Penalty: 5504.037109
	Iteration 26Q: 3 clusters Score -7504510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -7504524.500000 Penalty: 5504.037109
	Iteration 27Q: 3 clusters Score -7504524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -7504540.000000 Penalty: 5504.037109
	Iteration 28Q: 3 clusters Score -7504540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -7504550.500000 Penalty: 5504.037109
	Iteration 29Q: 3 clusters Score -7504550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -7504552.500000 Penalty: 5504.037109
	Iteration 30Q: 3 clusters Score -7504552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 65469 members 
Entering Unmasked Estep 
Score: -7504558.000000 Penalty: 5504.037109
	Iteration 31Q: 3 clusters Score -7504558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -7504562.000000 Penalty: 5504.037109
	Iteration 32Q: 3 clusters Score -7504562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -7504564.000000 Penalty: 5504.037109
	Iteration 33Q: 3 clusters Score -7504564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -7504561.500000 Penalty: 5504.037109
	Iteration 34Q: 3 clusters Score -7504562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -7504567.000000 Penalty: 5504.037109
	Iteration 35Q: 3 clusters Score -7504567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -7504568.000000 Penalty: 5504.037109
	Iteration 36Q: 3 clusters Score -7504568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -7504568.000000 Penalty: 5504.037109
	Iteration 37Q: 3 clusters Score -7504568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -7504573.000000 Penalty: 5504.037109
	Iteration 38Q: 3 clusters Score -7504573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -7504571.500000 Penalty: 5504.037109
	Iteration 39Q: 3 clusters Score -7504572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -7504576.000000 Penalty: 5504.037109
	Iteration 40F: 3 clusters Score -7504576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -7504573.500000 Penalty: 5504.037109
	Iteration 41Q: 3 clusters Score -7504574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -7504576.500000 Penalty: 5504.037109
	Iteration 42Q: 3 clusters Score -7504576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -7504581.000000 Penalty: 5504.037109
	Iteration 43Q: 3 clusters Score -7504581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -7504587.000000 Penalty: 5504.037109
	Iteration 44Q: 3 clusters Score -7504587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -7504587.000000 Penalty: 5504.037109
	Iteration 45F: 3 clusters Score -7504587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (238953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238953 members 
Entering Unmasked Estep 
Score: -27221758.000000 Penalty: 3071.237305
	Iteration 0F: 2 clusters Score -2.722176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119966 members 
Mstep: Class 2 contains 118987 members 
Entering Unmasked Estep 
Score: -27067532.000000 Penalty: 6142.474609
	Iteration 0F: 3 clusters Score -2.706753e+07 nChanged 115101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128939 members 
Mstep: Class 2 contains 110014 members 
Entering Unmasked Estep 
Score: -27134978.000000 Penalty: 6142.474609
	Iteration 1F: 3 clusters Score -2.713498e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134526 members 
Mstep: Class 2 contains 104427 members 
Entering Unmasked Estep 
Score: -27136900.000000 Penalty: 6142.474609
	Iteration 2Q: 3 clusters Score -2.71369e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143192 members 
Mstep: Class 2 contains 95761 members 
Entering Unmasked Estep 
Score: -27140358.000000 Penalty: 6142.474609
	Iteration 3Q: 3 clusters Score -2.714036e+07 nChanged 13580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156454 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -27147318.000000 Penalty: 6142.474609
	Iteration 4F: 3 clusters Score -2.714732e+07 nChanged 18845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175207 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -27160612.000000 Penalty: 6142.474609
	Iteration 5F: 3 clusters Score -2.716061e+07 nChanged 22805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197980 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -27180880.000000 Penalty: 6142.474609
	Iteration 6F: 3 clusters Score -2.718088e+07 nChanged 21131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219105 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -27200706.000000 Penalty: 6142.474609
	Iteration 7F: 3 clusters Score -2.720071e+07 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231726 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -27212416.000000 Penalty: 6142.474609
	Iteration 8F: 3 clusters Score -2.721242e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236649 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -27217176.000000 Penalty: 6142.474609
	Iteration 9Q: 3 clusters Score -2.721718e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238068 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -27218552.000000 Penalty: 6142.474609
	Iteration 10Q: 3 clusters Score -2.721855e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238452 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -27218928.000000 Penalty: 6142.474609
	Iteration 11Q: 3 clusters Score -2.721893e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238556 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -27219090.000000 Penalty: 6142.474609
	Iteration 12Q: 3 clusters Score -2.721909e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238604 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -27219174.000000 Penalty: 6142.474609
	Iteration 13Q: 3 clusters Score -2.721917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238616 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27219218.000000 Penalty: 6142.474609
	Iteration 14Q: 3 clusters Score -2.721922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238624 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27219232.000000 Penalty: 6142.474609
	Iteration 15Q: 3 clusters Score -2.721923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238632 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27219262.000000 Penalty: 6142.474609
	Iteration 16Q: 3 clusters Score -2.721926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238637 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27219284.000000 Penalty: 6142.474609
	Iteration 17Q: 3 clusters Score -2.721928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238642 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27219280.000000 Penalty: 6142.474609
	Iteration 18Q: 3 clusters Score -2.721928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238646 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27219314.000000 Penalty: 6142.474609
	Iteration 19Q: 3 clusters Score -2.721931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238655 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27219318.000000 Penalty: 6142.474609
	Iteration 20F: 3 clusters Score -2.721932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238655 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27219316.000000 Penalty: 6142.474609
	Iteration 21Q: 3 clusters Score -2.721932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238656 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27219330.000000 Penalty: 6142.474609
	Iteration 22Q: 3 clusters Score -2.721933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238655 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27219326.000000 Penalty: 6142.474609
	Iteration 23Q: 3 clusters Score -2.721933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238655 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27219318.000000 Penalty: 6142.474609
	Iteration 24Q: 3 clusters Score -2.721932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238658 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27219314.000000 Penalty: 6142.474609
	Iteration 25Q: 3 clusters Score -2.721931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238655 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27219310.000000 Penalty: 6142.474609
	Iteration 26Q: 3 clusters Score -2.721931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238654 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27219316.000000 Penalty: 6142.474609
	Iteration 27Q: 3 clusters Score -2.721932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238654 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27219316.000000 Penalty: 6142.474609
	Iteration 28F: 3 clusters Score -2.721932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (188906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188906 members 
Entering Unmasked Estep 
Score: -21380538.000000 Penalty: 3012.953125
	Iteration 0F: 2 clusters Score -2.138054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94597 members 
Mstep: Class 2 contains 94309 members 
Entering Unmasked Estep 
Score: -21255794.000000 Penalty: 6025.906250
	Iteration 0F: 3 clusters Score -2.125579e+07 nChanged 90894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96949 members 
Mstep: Class 2 contains 91957 members 
Entering Unmasked Estep 
Score: -21308458.000000 Penalty: 6025.906250
	Iteration 1F: 3 clusters Score -2.130846e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98712 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -21310206.000000 Penalty: 6025.906250
	Iteration 2Q: 3 clusters Score -2.131021e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 87683 members 
Entering Unmasked Estep 
Score: -21312276.000000 Penalty: 6025.906250
	Iteration 3Q: 3 clusters Score -2.131228e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105126 members 
Mstep: Class 2 contains 83780 members 
Entering Unmasked Estep 
Score: -21315274.000000 Penalty: 6025.906250
	Iteration 4Q: 3 clusters Score -2.131527e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110610 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -21319602.000000 Penalty: 6025.906250
	Iteration 5Q: 3 clusters Score -2.13196e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118065 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -21325802.000000 Penalty: 6025.906250
	Iteration 6F: 3 clusters Score -2.13258e+07 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127205 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -21334180.000000 Penalty: 6025.906250
	Iteration 7F: 3 clusters Score -2.133418e+07 nChanged 12646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137201 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -21343818.000000 Penalty: 6025.906250
	Iteration 8F: 3 clusters Score -2.134382e+07 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146416 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -21353284.000000 Penalty: 6025.906250
	Iteration 9F: 3 clusters Score -2.135328e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153832 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -21360922.000000 Penalty: 6025.906250
	Iteration 10Q: 3 clusters Score -2.136092e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158858 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -21365838.000000 Penalty: 6025.906250
	Iteration 11Q: 3 clusters Score -2.136584e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162292 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -21368584.000000 Penalty: 6025.906250
	Iteration 12Q: 3 clusters Score -2.136858e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164946 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -21370302.000000 Penalty: 6025.906250
	Iteration 13Q: 3 clusters Score -2.13703e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167190 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -21371350.000000 Penalty: 6025.906250
	Iteration 14Q: 3 clusters Score -2.137135e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169220 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -21372192.000000 Penalty: 6025.906250
	Iteration 15Q: 3 clusters Score -2.137219e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171091 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -21373016.000000 Penalty: 6025.906250
	Iteration 16Q: 3 clusters Score -2.137302e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172806 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -21373630.000000 Penalty: 6025.906250
	Iteration 17Q: 3 clusters Score -2.137363e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174301 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -21374218.000000 Penalty: 6025.906250
	Iteration 18Q: 3 clusters Score -2.137422e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175629 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -21374780.000000 Penalty: 6025.906250
	Iteration 19Q: 3 clusters Score -2.137478e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176899 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -21375406.000000 Penalty: 6025.906250
	Iteration 20F: 3 clusters Score -2.137541e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178052 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -21375858.000000 Penalty: 6025.906250
	Iteration 21Q: 3 clusters Score -2.137586e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179182 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -21376282.000000 Penalty: 6025.906250
	Iteration 22Q: 3 clusters Score -2.137628e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180258 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -21376730.000000 Penalty: 6025.906250
	Iteration 23Q: 3 clusters Score -2.137673e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181198 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -21377098.000000 Penalty: 6025.906250
	Iteration 24Q: 3 clusters Score -2.13771e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182031 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -21377386.000000 Penalty: 6025.906250
	Iteration 25Q: 3 clusters Score -2.137739e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182738 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -21377530.000000 Penalty: 6025.906250
	Iteration 26Q: 3 clusters Score -2.137753e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183350 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -21377750.000000 Penalty: 6025.906250
	Iteration 27Q: 3 clusters Score -2.137775e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183876 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -21377910.000000 Penalty: 6025.906250
	Iteration 28Q: 3 clusters Score -2.137791e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184316 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -21378016.000000 Penalty: 6025.906250
	Iteration 29Q: 3 clusters Score -2.137802e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184703 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -21378070.000000 Penalty: 6025.906250
	Iteration 30Q: 3 clusters Score -2.137807e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185031 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -21378130.000000 Penalty: 6025.906250
	Iteration 31Q: 3 clusters Score -2.137813e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185299 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -21378258.000000 Penalty: 6025.906250
	Iteration 32Q: 3 clusters Score -2.137826e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185539 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -21378354.000000 Penalty: 6025.906250
	Iteration 33Q: 3 clusters Score -2.137835e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185754 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -21378406.000000 Penalty: 6025.906250
	Iteration 34Q: 3 clusters Score -2.137841e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185941 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -21378484.000000 Penalty: 6025.906250
	Iteration 35Q: 3 clusters Score -2.137848e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186106 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -21378610.000000 Penalty: 6025.906250
	Iteration 36Q: 3 clusters Score -2.137861e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186242 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -21378672.000000 Penalty: 6025.906250
	Iteration 37Q: 3 clusters Score -2.137867e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186365 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -21378710.000000 Penalty: 6025.906250
	Iteration 38Q: 3 clusters Score -2.137871e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186491 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -21378804.000000 Penalty: 6025.906250
	Iteration 39Q: 3 clusters Score -2.13788e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186602 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -21378936.000000 Penalty: 6025.906250
	Iteration 40F: 3 clusters Score -2.137894e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186701 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -21379086.000000 Penalty: 6025.906250
	Iteration 41Q: 3 clusters Score -2.137909e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186779 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -21379260.000000 Penalty: 6025.906250
	Iteration 42Q: 3 clusters Score -2.137926e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186787 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -21379360.000000 Penalty: 6025.906250
	Iteration 43Q: 3 clusters Score -2.137936e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186768 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -21379414.000000 Penalty: 6025.906250
	Iteration 44Q: 3 clusters Score -2.137941e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186737 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -21379456.000000 Penalty: 6025.906250
	Iteration 45Q: 3 clusters Score -2.137946e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186684 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -21379548.000000 Penalty: 6025.906250
	Iteration 46Q: 3 clusters Score -2.137955e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186643 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -21379560.000000 Penalty: 6025.906250
	Iteration 47Q: 3 clusters Score -2.137956e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186605 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -21379570.000000 Penalty: 6025.906250
	Iteration 48Q: 3 clusters Score -2.137957e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186579 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -21379604.000000 Penalty: 6025.906250
	Iteration 49Q: 3 clusters Score -2.13796e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186555 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -21379616.000000 Penalty: 6025.906250
	Iteration 50Q: 3 clusters Score -2.137962e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186535 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -21379614.000000 Penalty: 6025.906250
	Iteration 51Q: 3 clusters Score -2.137961e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186512 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -21379606.000000 Penalty: 6025.906250
	Iteration 52Q: 3 clusters Score -2.137961e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186501 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -21379612.000000 Penalty: 6025.906250
	Iteration 53Q: 3 clusters Score -2.137961e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186478 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -21379636.000000 Penalty: 6025.906250
	Iteration 54Q: 3 clusters Score -2.137964e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186458 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -21379644.000000 Penalty: 6025.906250
	Iteration 55Q: 3 clusters Score -2.137964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186441 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -21379646.000000 Penalty: 6025.906250
	Iteration 56Q: 3 clusters Score -2.137965e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186424 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -21379648.000000 Penalty: 6025.906250
	Iteration 57Q: 3 clusters Score -2.137965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186410 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -21379654.000000 Penalty: 6025.906250
	Iteration 58Q: 3 clusters Score -2.137965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186398 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -21379654.000000 Penalty: 6025.906250
	Iteration 59Q: 3 clusters Score -2.137965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186394 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -21379650.000000 Penalty: 6025.906250
	Iteration 60F: 3 clusters Score -2.137965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186390 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -21379652.000000 Penalty: 6025.906250
	Iteration 61Q: 3 clusters Score -2.137965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186386 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -21379646.000000 Penalty: 6025.906250
	Iteration 62Q: 3 clusters Score -2.137965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186381 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -21379648.000000 Penalty: 6025.906250
	Iteration 63Q: 3 clusters Score -2.137965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186379 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -21379652.000000 Penalty: 6025.906250
	Iteration 64Q: 3 clusters Score -2.137965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186377 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -21379666.000000 Penalty: 6025.906250
	Iteration 65Q: 3 clusters Score -2.137967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186375 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -21379658.000000 Penalty: 6025.906250
	Iteration 66Q: 3 clusters Score -2.137966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186374 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -21379660.000000 Penalty: 6025.906250
	Iteration 67Q: 3 clusters Score -2.137966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186373 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -21379668.000000 Penalty: 6025.906250
	Iteration 68Q: 3 clusters Score -2.137967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186373 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -21379650.000000 Penalty: 6025.906250
	Iteration 69Q: 3 clusters Score -2.137965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186372 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -21379654.000000 Penalty: 6025.906250
	Iteration 70Q: 3 clusters Score -2.137965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186372 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -21379654.000000 Penalty: 6025.906250
	Iteration 71F: 3 clusters Score -2.137965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -52427.960938 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -52427.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50846.992188 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -50846.99 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51106.378906 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -51106.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51228.156250 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -51228.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51327.878906 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -51327.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51423.335938 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -51423.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51525.589844 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -51525.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51577.398438 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -51577.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51643.535156 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -51643.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51673.171875 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -51673.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51683.015625 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -51683.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51692.542969 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -51692.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51696.394531 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -51696.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51696.394531 Penalty: 3131.519775
	Iteration 12F: 3 clusters Score -51696.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16170 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 14 contains 15877 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 65963 members 
Mstep: Class 18 contains 238953 members 
Mstep: Class 19 contains 188906 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762528.000000 Penalty: 62942.238281
Iteration 199Q: 20 clusters Score -7.076253e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41204 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16171 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15878 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 65955 members 
Mstep: Class 18 contains 238945 members 
Mstep: Class 19 contains 188907 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762552.000000 Penalty: 62942.238281
Iteration 200F: 20 clusters Score -7.076255e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41204 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16172 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 65943 members 
Mstep: Class 18 contains 238945 members 
Mstep: Class 19 contains 188908 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762520.000000 Penalty: 62942.238281
Iteration 201Q: 20 clusters Score -7.076252e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41203 members 
Mstep: Class 4 contains 3216 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16173 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 65933 members 
Mstep: Class 18 contains 238947 members 
Mstep: Class 19 contains 188906 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762544.000000 Penalty: 62942.238281
Iteration 202Q: 20 clusters Score -7.076254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16174 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 65927 members 
Mstep: Class 18 contains 238939 members 
Mstep: Class 19 contains 188909 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762512.000000 Penalty: 62942.238281
Iteration 203Q: 20 clusters Score -7.076251e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41212 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16174 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 65919 members 
Mstep: Class 18 contains 238928 members 
Mstep: Class 19 contains 188918 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 62942.238281
Iteration 204Q: 20 clusters Score -7.07625e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41214 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16174 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 65913 members 
Mstep: Class 18 contains 238923 members 
Mstep: Class 19 contains 188921 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 62942.238281
Iteration 205Q: 20 clusters Score -7.07625e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41213 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16175 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 17 contains 65911 members 
Mstep: Class 18 contains 238925 members 
Mstep: Class 19 contains 188919 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762520.000000 Penalty: 62942.238281
Iteration 206Q: 20 clusters Score -7.076252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41216 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16175 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 3031 members 
Mstep: Class 17 contains 65904 members 
Mstep: Class 18 contains 238925 members 
Mstep: Class 19 contains 188921 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762536.000000 Penalty: 62942.238281
Iteration 207Q: 20 clusters Score -7.076254e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41218 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16175 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8968 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 65900 members 
Mstep: Class 18 contains 238930 members 
Mstep: Class 19 contains 188921 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762520.000000 Penalty: 62942.238281
Iteration 208Q: 20 clusters Score -7.076252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41218 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16175 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65894 members 
Mstep: Class 18 contains 238936 members 
Mstep: Class 19 contains 188922 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762456.000000 Penalty: 62942.238281
Iteration 209Q: 20 clusters Score -7.076246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41218 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16175 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65883 members 
Mstep: Class 18 contains 238938 members 
Mstep: Class 19 contains 188927 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762472.000000 Penalty: 62942.238281
Iteration 210Q: 20 clusters Score -7.076247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41218 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16175 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65876 members 
Mstep: Class 18 contains 238939 members 
Mstep: Class 19 contains 188926 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762424.000000 Penalty: 62942.238281
Iteration 211Q: 20 clusters Score -7.076242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41218 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16174 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65864 members 
Mstep: Class 18 contains 238941 members 
Mstep: Class 19 contains 188927 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762400.000000 Penalty: 62942.238281
Iteration 212Q: 20 clusters Score -7.07624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41217 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16175 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65853 members 
Mstep: Class 18 contains 238941 members 
Mstep: Class 19 contains 188923 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762432.000000 Penalty: 62942.238281
Iteration 213Q: 20 clusters Score -7.076243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41216 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16175 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65838 members 
Mstep: Class 18 contains 238941 members 
Mstep: Class 19 contains 188926 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762400.000000 Penalty: 62942.238281
Iteration 214Q: 20 clusters Score -7.07624e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41216 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16175 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65817 members 
Mstep: Class 18 contains 238940 members 
Mstep: Class 19 contains 188931 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762432.000000 Penalty: 62942.238281
Iteration 215Q: 20 clusters Score -7.076243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41216 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16175 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65803 members 
Mstep: Class 18 contains 238938 members 
Mstep: Class 19 contains 188936 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762384.000000 Penalty: 62942.238281
Iteration 216Q: 20 clusters Score -7.076238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41217 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16175 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65783 members 
Mstep: Class 18 contains 238939 members 
Mstep: Class 19 contains 188940 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762416.000000 Penalty: 62942.238281
Iteration 217Q: 20 clusters Score -7.076242e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41217 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16173 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65768 members 
Mstep: Class 18 contains 238934 members 
Mstep: Class 19 contains 188943 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762400.000000 Penalty: 62942.238281
Iteration 218Q: 20 clusters Score -7.07624e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41217 members 
Mstep: Class 4 contains 3219 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16173 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65751 members 
Mstep: Class 18 contains 238934 members 
Mstep: Class 19 contains 188940 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762408.000000 Penalty: 62942.238281
Iteration 219Q: 20 clusters Score -7.076241e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41217 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16172 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65732 members 
Mstep: Class 18 contains 238925 members 
Mstep: Class 19 contains 188945 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762416.000000 Penalty: 62942.238281
Iteration 220F: 20 clusters Score -7.076242e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41217 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16172 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65706 members 
Mstep: Class 18 contains 238923 members 
Mstep: Class 19 contains 188952 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762424.000000 Penalty: 62942.238281
Iteration 221Q: 20 clusters Score -7.076242e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41217 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16172 members 
Mstep: Class 12 contains 18081 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65688 members 
Mstep: Class 18 contains 238924 members 
Mstep: Class 19 contains 188954 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762376.000000 Penalty: 62942.238281
Iteration 222Q: 20 clusters Score -7.076238e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41217 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16173 members 
Mstep: Class 12 contains 18080 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65677 members 
Mstep: Class 18 contains 238919 members 
Mstep: Class 19 contains 188953 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762368.000000 Penalty: 62942.238281
Iteration 223Q: 20 clusters Score -7.076237e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41217 members 
Mstep: Class 4 contains 3224 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16177 members 
Mstep: Class 12 contains 18081 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65666 members 
Mstep: Class 18 contains 238915 members 
Mstep: Class 19 contains 188948 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762344.000000 Penalty: 62942.238281
Iteration 224Q: 20 clusters Score -7.076234e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41215 members 
Mstep: Class 4 contains 3224 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 18081 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65653 members 
Mstep: Class 18 contains 238920 members 
Mstep: Class 19 contains 188947 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762384.000000 Penalty: 62942.238281
Iteration 225Q: 20 clusters Score -7.076238e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41215 members 
Mstep: Class 4 contains 3224 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16178 members 
Mstep: Class 12 contains 18080 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65636 members 
Mstep: Class 18 contains 238921 members 
Mstep: Class 19 contains 188944 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762408.000000 Penalty: 62942.238281
Iteration 226Q: 20 clusters Score -7.076241e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41215 members 
Mstep: Class 4 contains 3224 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16177 members 
Mstep: Class 12 contains 18080 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65613 members 
Mstep: Class 18 contains 238925 members 
Mstep: Class 19 contains 188942 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762464.000000 Penalty: 62942.238281
Iteration 227Q: 20 clusters Score -7.076246e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41215 members 
Mstep: Class 4 contains 3224 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16177 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65589 members 
Mstep: Class 18 contains 238923 members 
Mstep: Class 19 contains 188948 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762392.000000 Penalty: 62942.238281
Iteration 228Q: 20 clusters Score -7.076239e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41215 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16177 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65566 members 
Mstep: Class 18 contains 238915 members 
Mstep: Class 19 contains 188953 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762400.000000 Penalty: 62942.238281
Iteration 229Q: 20 clusters Score -7.07624e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41215 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16176 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65551 members 
Mstep: Class 18 contains 238910 members 
Mstep: Class 19 contains 188957 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762408.000000 Penalty: 62942.238281
Iteration 230Q: 20 clusters Score -7.076241e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41215 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16176 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65538 members 
Mstep: Class 18 contains 238906 members 
Mstep: Class 19 contains 188961 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762448.000000 Penalty: 62942.238281
Iteration 231Q: 20 clusters Score -7.076245e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41215 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16177 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65524 members 
Mstep: Class 18 contains 238901 members 
Mstep: Class 19 contains 188966 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762408.000000 Penalty: 62942.238281
Iteration 232Q: 20 clusters Score -7.076241e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41215 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65514 members 
Mstep: Class 18 contains 238890 members 
Mstep: Class 19 contains 188971 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762448.000000 Penalty: 62942.238281
Iteration 233Q: 20 clusters Score -7.076245e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41215 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65496 members 
Mstep: Class 18 contains 238882 members 
Mstep: Class 19 contains 188981 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762408.000000 Penalty: 62942.238281
Iteration 234Q: 20 clusters Score -7.076241e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41215 members 
Mstep: Class 4 contains 3227 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65480 members 
Mstep: Class 18 contains 238875 members 
Mstep: Class 19 contains 188990 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762432.000000 Penalty: 62942.238281
Iteration 235Q: 20 clusters Score -7.076243e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41214 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65456 members 
Mstep: Class 18 contains 238876 members 
Mstep: Class 19 contains 189000 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762472.000000 Penalty: 62942.238281
Iteration 236Q: 20 clusters Score -7.076247e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41214 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65435 members 
Mstep: Class 18 contains 238880 members 
Mstep: Class 19 contains 189008 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762480.000000 Penalty: 62942.238281
Iteration 237Q: 20 clusters Score -7.076248e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41213 members 
Mstep: Class 4 contains 3227 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65423 members 
Mstep: Class 18 contains 238877 members 
Mstep: Class 19 contains 189013 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762480.000000 Penalty: 62942.238281
Iteration 238Q: 20 clusters Score -7.076248e+07 nChanged 48
Entering ConstructFrom: 
Score: -70762480.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (25823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Entering Unmasked Estep 
Score: -2987332.750000 Penalty: 2519.437012
	Iteration 0F: 2 clusters Score -2987333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2969560.250000 Penalty: 5038.874023
	Iteration 0F: 3 clusters Score -2969560 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2975624.500000 Penalty: 5038.874023
	Iteration 1F: 3 clusters Score -2975624 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2975989.000000 Penalty: 5038.874023
	Iteration 2Q: 3 clusters Score -2975989 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2976275.250000 Penalty: 5038.874023
	Iteration 3Q: 3 clusters Score -2976275 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2976523.250000 Penalty: 5038.874023
	Iteration 4Q: 3 clusters Score -2976523 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2976752.750000 Penalty: 5038.874023
	Iteration 5Q: 3 clusters Score -2976753 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2976957.500000 Penalty: 5038.874023
	Iteration 6Q: 3 clusters Score -2976958 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2977110.750000 Penalty: 5038.874023
	Iteration 7Q: 3 clusters Score -2977111 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2977265.750000 Penalty: 5038.874023
	Iteration 8Q: 3 clusters Score -2977266 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2977405.000000 Penalty: 5038.874023
	Iteration 9Q: 3 clusters Score -2977405 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2977553.000000 Penalty: 5038.874023
	Iteration 10Q: 3 clusters Score -2977553 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2977737.500000 Penalty: 5038.874023
	Iteration 11Q: 3 clusters Score -2977738 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2977987.750000 Penalty: 5038.874023
	Iteration 12Q: 3 clusters Score -2977988 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2978326.750000 Penalty: 5038.874023
	Iteration 13Q: 3 clusters Score -2978327 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2978800.250000 Penalty: 5038.874023
	Iteration 14Q: 3 clusters Score -2978800 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2979505.750000 Penalty: 5038.874023
	Iteration 15Q: 3 clusters Score -2979506 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2980503.750000 Penalty: 5038.874023
	Iteration 16F: 3 clusters Score -2980504 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2981591.500000 Penalty: 5038.874023
	Iteration 17F: 3 clusters Score -2981592 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2982476.250000 Penalty: 5038.874023
	Iteration 18Q: 3 clusters Score -2982476 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2983043.250000 Penalty: 5038.874023
	Iteration 19Q: 3 clusters Score -2983043 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2983377.250000 Penalty: 5038.874023
	Iteration 20F: 3 clusters Score -2983377 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2983584.250000 Penalty: 5038.874023
	Iteration 21Q: 3 clusters Score -2983584 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2983748.250000 Penalty: 5038.874023
	Iteration 22Q: 3 clusters Score -2983748 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2983903.500000 Penalty: 5038.874023
	Iteration 23Q: 3 clusters Score -2983904 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2984013.000000 Penalty: 5038.874023
	Iteration 24Q: 3 clusters Score -2984013 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2984116.000000 Penalty: 5038.874023
	Iteration 25Q: 3 clusters Score -2984116 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2984193.750000 Penalty: 5038.874023
	Iteration 26Q: 3 clusters Score -2984194 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2984283.250000 Penalty: 5038.874023
	Iteration 27Q: 3 clusters Score -2984283 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2984376.750000 Penalty: 5038.874023
	Iteration 28Q: 3 clusters Score -2984377 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2984455.250000 Penalty: 5038.874023
	Iteration 29Q: 3 clusters Score -2984455 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2984507.750000 Penalty: 5038.874023
	Iteration 30Q: 3 clusters Score -2984508 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2984552.000000 Penalty: 5038.874023
	Iteration 31Q: 3 clusters Score -2984552 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2984598.500000 Penalty: 5038.874023
	Iteration 32Q: 3 clusters Score -2984598 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2984654.250000 Penalty: 5038.874023
	Iteration 33Q: 3 clusters Score -2984654 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2984700.500000 Penalty: 5038.874023
	Iteration 34Q: 3 clusters Score -2984700 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2984743.500000 Penalty: 5038.874023
	Iteration 35Q: 3 clusters Score -2984744 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2984775.250000 Penalty: 5038.874023
	Iteration 36Q: 3 clusters Score -2984775 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2984791.750000 Penalty: 5038.874023
	Iteration 37Q: 3 clusters Score -2984792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2984813.000000 Penalty: 5038.874023
	Iteration 38Q: 3 clusters Score -2984813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2984825.250000 Penalty: 5038.874023
	Iteration 39Q: 3 clusters Score -2984825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2984827.250000 Penalty: 5038.874023
	Iteration 40F: 3 clusters Score -2984827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2984842.000000 Penalty: 5038.874023
	Iteration 41Q: 3 clusters Score -2984842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2984854.500000 Penalty: 5038.874023
	Iteration 42Q: 3 clusters Score -2984854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2984857.250000 Penalty: 5038.874023
	Iteration 43Q: 3 clusters Score -2984857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2984867.750000 Penalty: 5038.874023
	Iteration 44Q: 3 clusters Score -2984868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2984876.250000 Penalty: 5038.874023
	Iteration 45Q: 3 clusters Score -2984876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2984891.750000 Penalty: 5038.874023
	Iteration 46Q: 3 clusters Score -2984892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2984904.750000 Penalty: 5038.874023
	Iteration 47Q: 3 clusters Score -2984905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2984916.000000 Penalty: 5038.874023
	Iteration 48Q: 3 clusters Score -2984916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2984928.000000 Penalty: 5038.874023
	Iteration 49Q: 3 clusters Score -2984928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2984932.000000 Penalty: 5038.874023
	Iteration 50Q: 3 clusters Score -2984932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2984943.750000 Penalty: 5038.874023
	Iteration 51Q: 3 clusters Score -2984944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2984957.500000 Penalty: 5038.874023
	Iteration 52Q: 3 clusters Score -2984958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2984964.750000 Penalty: 5038.874023
	Iteration 53Q: 3 clusters Score -2984965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2984969.250000 Penalty: 5038.874023
	Iteration 54Q: 3 clusters Score -2984969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2984981.750000 Penalty: 5038.874023
	Iteration 55Q: 3 clusters Score -2984982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2984990.000000 Penalty: 5038.874023
	Iteration 56Q: 3 clusters Score -2984990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2984993.000000 Penalty: 5038.874023
	Iteration 57Q: 3 clusters Score -2984993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2985004.250000 Penalty: 5038.874023
	Iteration 58Q: 3 clusters Score -2985004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2985013.750000 Penalty: 5038.874023
	Iteration 59Q: 3 clusters Score -2985014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2985013.000000 Penalty: 5038.874023
	Iteration 60F: 3 clusters Score -2985013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2985018.500000 Penalty: 5038.874023
	Iteration 61Q: 3 clusters Score -2985018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2985023.250000 Penalty: 5038.874023
	Iteration 62Q: 3 clusters Score -2985023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2985027.750000 Penalty: 5038.874023
	Iteration 63Q: 3 clusters Score -2985028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2985027.500000 Penalty: 5038.874023
	Iteration 64Q: 3 clusters Score -2985028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2985029.750000 Penalty: 5038.874023
	Iteration 65Q: 3 clusters Score -2985030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2985032.000000 Penalty: 5038.874023
	Iteration 66Q: 3 clusters Score -2985032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2985037.500000 Penalty: 5038.874023
	Iteration 67Q: 3 clusters Score -2985038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2985041.750000 Penalty: 5038.874023
	Iteration 68Q: 3 clusters Score -2985042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2985048.500000 Penalty: 5038.874023
	Iteration 69Q: 3 clusters Score -2985048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2985057.250000 Penalty: 5038.874023
	Iteration 70Q: 3 clusters Score -2985057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2985060.000000 Penalty: 5038.874023
	Iteration 71Q: 3 clusters Score -2985060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2985064.000000 Penalty: 5038.874023
	Iteration 72Q: 3 clusters Score -2985064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2985064.750000 Penalty: 5038.874023
	Iteration 73Q: 3 clusters Score -2985065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2985074.000000 Penalty: 5038.874023
	Iteration 74Q: 3 clusters Score -2985074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2985079.000000 Penalty: 5038.874023
	Iteration 75Q: 3 clusters Score -2985079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2985078.000000 Penalty: 5038.874023
	Iteration 76Q: 3 clusters Score -2985078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2985080.750000 Penalty: 5038.874023
	Iteration 77Q: 3 clusters Score -2985081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2985081.250000 Penalty: 5038.874023
	Iteration 78Q: 3 clusters Score -2985081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2985087.750000 Penalty: 5038.874023
	Iteration 79Q: 3 clusters Score -2985088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2985093.500000 Penalty: 5038.874023
	Iteration 80F: 3 clusters Score -2985094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2985096.500000 Penalty: 5038.874023
	Iteration 81Q: 3 clusters Score -2985096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2985101.000000 Penalty: 5038.874023
	Iteration 82Q: 3 clusters Score -2985101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2985098.750000 Penalty: 5038.874023
	Iteration 83Q: 3 clusters Score -2985099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2985098.500000 Penalty: 5038.874023
	Iteration 84Q: 3 clusters Score -2985098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2985098.000000 Penalty: 5038.874023
	Iteration 85Q: 3 clusters Score -2985098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2985100.000000 Penalty: 5038.874023
	Iteration 86Q: 3 clusters Score -2985100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2985103.750000 Penalty: 5038.874023
	Iteration 87Q: 3 clusters Score -2985104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2985103.000000 Penalty: 5038.874023
	Iteration 88Q: 3 clusters Score -2985103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2985106.750000 Penalty: 5038.874023
	Iteration 89Q: 3 clusters Score -2985107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2985105.250000 Penalty: 5038.874023
	Iteration 90Q: 3 clusters Score -2985105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2985100.750000 Penalty: 5038.874023
	Iteration 91Q: 3 clusters Score -2985101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2985102.000000 Penalty: 5038.874023
	Iteration 92Q: 3 clusters Score -2985102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2985104.750000 Penalty: 5038.874023
	Iteration 93Q: 3 clusters Score -2985105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2985111.250000 Penalty: 5038.874023
	Iteration 94Q: 3 clusters Score -2985111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2985114.250000 Penalty: 5038.874023
	Iteration 95Q: 3 clusters Score -2985114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2985114.500000 Penalty: 5038.874023
	Iteration 96Q: 3 clusters Score -2985114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2985120.500000 Penalty: 5038.874023
	Iteration 97Q: 3 clusters Score -2985120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2985123.500000 Penalty: 5038.874023
	Iteration 98Q: 3 clusters Score -2985124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2985121.000000 Penalty: 5038.874023
	Iteration 99Q: 3 clusters Score -2985121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2985128.500000 Penalty: 5038.874023
	Iteration 100F: 3 clusters Score -2985128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2985135.750000 Penalty: 5038.874023
	Iteration 101Q: 3 clusters Score -2985136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2985140.000000 Penalty: 5038.874023
	Iteration 102Q: 3 clusters Score -2985140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2985145.500000 Penalty: 5038.874023
	Iteration 103Q: 3 clusters Score -2985146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2985158.250000 Penalty: 5038.874023
	Iteration 104Q: 3 clusters Score -2985158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2985164.000000 Penalty: 5038.874023
	Iteration 105Q: 3 clusters Score -2985164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2985163.750000 Penalty: 5038.874023
	Iteration 106Q: 3 clusters Score -2985164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2985164.500000 Penalty: 5038.874023
	Iteration 107Q: 3 clusters Score -2985164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2985165.000000 Penalty: 5038.874023
	Iteration 108Q: 3 clusters Score -2985165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2985166.500000 Penalty: 5038.874023
	Iteration 109Q: 3 clusters Score -2985166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2985166.000000 Penalty: 5038.874023
	Iteration 110Q: 3 clusters Score -2985166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2985166.000000 Penalty: 5038.874023
	Iteration 111F: 3 clusters Score -2985166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -92491.085938 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -92491.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90711.195312 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -90711.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90939.445312 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -90939.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90983.156250 Penalty: 3325.996826
	Iteration 2Q: 3 clusters Score -90983.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91000.296875 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -91000.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91011.242188 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -91011.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91016.906250 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -91016.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91017.867188 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -91017.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91019.054688 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -91019.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91019.054688 Penalty: 3325.996826
	Iteration 8F: 3 clusters Score -91019.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Entering Unmasked Estep 
Score: -4622744.500000 Penalty: 2635.374268
	Iteration 0F: 2 clusters Score -4622744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -4594791.000000 Penalty: 5270.748535
	Iteration 0F: 3 clusters Score -4594791 nChanged 18923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -4605330.500000 Penalty: 5270.748535
	Iteration 1F: 3 clusters Score -4605330 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -4606004.000000 Penalty: 5270.748535
	Iteration 2Q: 3 clusters Score -4606004 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4606750.000000 Penalty: 5270.748535
	Iteration 3Q: 3 clusters Score -4606750 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -4607758.500000 Penalty: 5270.748535
	Iteration 4Q: 3 clusters Score -4607758 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -4609270.000000 Penalty: 5270.748535
	Iteration 5F: 3 clusters Score -4609270 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -4611437.000000 Penalty: 5270.748535
	Iteration 6F: 3 clusters Score -4611437 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -4614461.000000 Penalty: 5270.748535
	Iteration 7F: 3 clusters Score -4614461 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4617274.500000 Penalty: 5270.748535
	Iteration 8F: 3 clusters Score -4617274 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4619068.500000 Penalty: 5270.748535
	Iteration 9Q: 3 clusters Score -4619068 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4619903.000000 Penalty: 5270.748535
	Iteration 10Q: 3 clusters Score -4619903 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4620246.000000 Penalty: 5270.748535
	Iteration 11Q: 3 clusters Score -4620246 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4620374.000000 Penalty: 5270.748535
	Iteration 12Q: 3 clusters Score -4620374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4620423.000000 Penalty: 5270.748535
	Iteration 13Q: 3 clusters Score -4620423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4620462.000000 Penalty: 5270.748535
	Iteration 14Q: 3 clusters Score -4620462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4620491.000000 Penalty: 5270.748535
	Iteration 15Q: 3 clusters Score -4620491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4620502.000000 Penalty: 5270.748535
	Iteration 16Q: 3 clusters Score -4620502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4620505.500000 Penalty: 5270.748535
	Iteration 17Q: 3 clusters Score -4620506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4620508.000000 Penalty: 5270.748535
	Iteration 18Q: 3 clusters Score -4620508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4620514.500000 Penalty: 5270.748535
	Iteration 19Q: 3 clusters Score -4620514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4620513.500000 Penalty: 5270.748535
	Iteration 20F: 3 clusters Score -4620514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4620517.000000 Penalty: 5270.748535
	Iteration 21Q: 3 clusters Score -4620517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4620518.500000 Penalty: 5270.748535
	Iteration 22Q: 3 clusters Score -4620518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4620518.500000 Penalty: 5270.748535
	Iteration 23F: 3 clusters Score -4620518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -346489.218750 Penalty: 2003.822021
	Iteration 0F: 2 clusters Score -346489.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -343075.593750 Penalty: 4007.644043
	Iteration 0F: 3 clusters Score -343075.6 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -343783.312500 Penalty: 4007.644043
	Iteration 1F: 3 clusters Score -343783.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -343938.250000 Penalty: 4007.644043
	Iteration 2F: 3 clusters Score -343938.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -344025.031250 Penalty: 4007.644043
	Iteration 3Q: 3 clusters Score -344025 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -344078.156250 Penalty: 4007.644043
	Iteration 4Q: 3 clusters Score -344078.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -344122.312500 Penalty: 4007.644043
	Iteration 5Q: 3 clusters Score -344122.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -344146.437500 Penalty: 4007.644043
	Iteration 6Q: 3 clusters Score -344146.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -344159.625000 Penalty: 4007.644043
	Iteration 7Q: 3 clusters Score -344159.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -344171.093750 Penalty: 4007.644043
	Iteration 8Q: 3 clusters Score -344171.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -344180.937500 Penalty: 4007.644043
	Iteration 9Q: 3 clusters Score -344180.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -344187.437500 Penalty: 4007.644043
	Iteration 10Q: 3 clusters Score -344187.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -344196.062500 Penalty: 4007.644043
	Iteration 11Q: 3 clusters Score -344196.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -344201.656250 Penalty: 4007.644043
	Iteration 12Q: 3 clusters Score -344201.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -344204.968750 Penalty: 4007.644043
	Iteration 13Q: 3 clusters Score -344205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -344210.406250 Penalty: 4007.644043
	Iteration 14Q: 3 clusters Score -344210.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -344215.343750 Penalty: 4007.644043
	Iteration 15Q: 3 clusters Score -344215.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -344221.937500 Penalty: 4007.644043
	Iteration 16Q: 3 clusters Score -344221.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -344229.437500 Penalty: 4007.644043
	Iteration 17Q: 3 clusters Score -344229.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -344234.468750 Penalty: 4007.644043
	Iteration 18Q: 3 clusters Score -344234.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -344237.031250 Penalty: 4007.644043
	Iteration 19Q: 3 clusters Score -344237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -344237.125000 Penalty: 4007.644043
	Iteration 20F: 3 clusters Score -344237.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72620.726562 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72620.73 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 331 members 
Entering Unmasked Estep 
Score: -70960.093750 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -70960.09 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71159.687500 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71159.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -71216.539062 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -71216.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71240.203125 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71240.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71258.078125 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71258.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71264.210938 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71264.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71271.585938 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71271.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71275.750000 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -71275.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71275.750000 Penalty: 3215.621338
	Iteration 8F: 3 clusters Score -71275.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -95356.429688 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -95356.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -93516.765625 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -93516.77 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -93740.507812 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -93740.51 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -93820.046875 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -93820.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93864.132812 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -93864.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -93915.359375 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -93915.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -93961.359375 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -93961.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -94006.703125 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -94006.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94061.164062 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -94061.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -94096.210938 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -94096.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -94119.593750 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -94119.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -94135.453125 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -94135.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -94148.031250 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -94148.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -94149.273438 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -94149.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -94149.273438 Penalty: 3352.590576
	Iteration 13F: 3 clusters Score -94149.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -97460.906250 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -97460.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -95608.562500 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -95608.56 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96016.695312 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -96016.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -96200.929688 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -96200.93 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -96357.132812 Penalty: 3391.848877
	Iteration 3F: 3 clusters Score -96357.13 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96559.734375 Penalty: 3391.848877
	Iteration 4F: 3 clusters Score -96559.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96739.531250 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -96739.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96929.625000 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -96929.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97030.992188 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -97030.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -97213.164062 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -97213.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -97430.976562 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -97430.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -97547.453125 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -97547.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -97607.250000 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -97607.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -97643.367188 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -97643.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -97651.757812 Penalty: 3391.848877
	Iteration 13Q: 3 clusters Score -97651.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -97653.945312 Penalty: 3391.848877
	Iteration 14Q: 3 clusters Score -97653.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -97653.945312 Penalty: 3391.848877
	Iteration 15F: 3 clusters Score -97653.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41213 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 13 contains 482 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65407 members 
Mstep: Class 18 contains 238870 members 
Mstep: Class 19 contains 189026 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70761072.000000 Penalty: 66254.992188
Splitting cluster 7 changes total score from -70762480.000000 to -70761072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -130332.500000 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -130332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -128300.992188 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -128301 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128611.859375 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -128611.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -128692.007812 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -128692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128722.460938 Penalty: 3502.846924
	Iteration 3Q: 3 clusters Score -128722.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128736.500000 Penalty: 3502.846924
	Iteration 4Q: 3 clusters Score -128736.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128743.156250 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -128743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128746.734375 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -128746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128749.609375 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -128749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -128751.656250 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -128751.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -128751.656250 Penalty: 3502.846924
	Iteration 9F: 3 clusters Score -128751.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -128002.476562 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -128002.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -125904.039062 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -125904 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -126615.195312 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -126615.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -126981.914062 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -126981.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127188.734375 Penalty: 3568.812988
	Iteration 3F: 3 clusters Score -127188.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -127367.195312 Penalty: 3568.812988
	Iteration 4Q: 3 clusters Score -127367.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127458.429688 Penalty: 3568.812988
	Iteration 5Q: 3 clusters Score -127458.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -127533.343750 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -127533.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -127678.757812 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -127678.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -127944.164062 Penalty: 3568.812988
	Iteration 8F: 3 clusters Score -127944.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -128423.593750 Penalty: 3568.812988
	Iteration 9F: 3 clusters Score -128423.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -128973.429688 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -128973.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -129035.218750 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -129035.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129099.523438 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -129099.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -129173.562500 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -129173.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -129286.320312 Penalty: 3568.812988
	Iteration 14Q: 3 clusters Score -129286.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -129323.062500 Penalty: 3568.812988
	Iteration 15Q: 3 clusters Score -129323.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -129332.242188 Penalty: 3568.812988
	Iteration 16Q: 3 clusters Score -129332.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129334.187500 Penalty: 3568.812988
	Iteration 17Q: 3 clusters Score -129334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -129336.335938 Penalty: 3568.812988
	Iteration 18Q: 3 clusters Score -129336.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129339.382812 Penalty: 3568.812988
	Iteration 19Q: 3 clusters Score -129339.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129339.382812 Penalty: 3568.812988
	Iteration 20F: 3 clusters Score -129339.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41213 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 711 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65407 members 
Mstep: Class 18 contains 238870 members 
Mstep: Class 19 contains 189026 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70762280.000000 Penalty: 66254.992188
Splitting cluster 9 changes total score from -70762480.000000 to -70762280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -70977.781250 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -70977.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69276.843750 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -69276.84 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69676.914062 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -69676.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -69849.429688 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -69849.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69999.789062 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -69999.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -70172.093750 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -70172.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -70318.937500 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -70318.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -70431.554688 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -70431.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70502.585938 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -70502.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -70565.187500 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -70565.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70601.398438 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -70601.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70656.062500 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -70656.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70730.078125 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -70730.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -70768.093750 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -70768.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70779.687500 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -70779.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70779.687500 Penalty: 3270.829102
	Iteration 14F: 3 clusters Score -70779.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Entering Unmasked Estep 
Score: -1876738.875000 Penalty: 2403.484375
	Iteration 0F: 2 clusters Score -1876739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1865155.625000 Penalty: 4806.968750
	Iteration 0F: 3 clusters Score -1865156 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1868994.375000 Penalty: 4806.968750
	Iteration 1F: 3 clusters Score -1868994 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1869457.250000 Penalty: 4806.968750
	Iteration 2F: 3 clusters Score -1869457 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1869872.000000 Penalty: 4806.968750
	Iteration 3F: 3 clusters Score -1869872 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1870302.750000 Penalty: 4806.968750
	Iteration 4F: 3 clusters Score -1870303 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1870814.500000 Penalty: 4806.968750
	Iteration 5F: 3 clusters Score -1870814 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1871414.625000 Penalty: 4806.968750
	Iteration 6F: 3 clusters Score -1871415 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1872124.500000 Penalty: 4806.968750
	Iteration 7F: 3 clusters Score -1872124 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1872882.750000 Penalty: 4806.968750
	Iteration 8F: 3 clusters Score -1872883 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1873533.750000 Penalty: 4806.968750
	Iteration 9Q: 3 clusters Score -1873534 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1874059.625000 Penalty: 4806.968750
	Iteration 10Q: 3 clusters Score -1874060 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1874371.875000 Penalty: 4806.968750
	Iteration 11Q: 3 clusters Score -1874372 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1874553.750000 Penalty: 4806.968750
	Iteration 12Q: 3 clusters Score -1874554 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1874673.625000 Penalty: 4806.968750
	Iteration 13Q: 3 clusters Score -1874674 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1874751.000000 Penalty: 4806.968750
	Iteration 14Q: 3 clusters Score -1874751 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1874796.125000 Penalty: 4806.968750
	Iteration 15Q: 3 clusters Score -1874796 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1874843.000000 Penalty: 4806.968750
	Iteration 16Q: 3 clusters Score -1874843 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1874884.250000 Penalty: 4806.968750
	Iteration 17Q: 3 clusters Score -1874884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1874909.250000 Penalty: 4806.968750
	Iteration 18Q: 3 clusters Score -1874909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1874926.375000 Penalty: 4806.968750
	Iteration 19Q: 3 clusters Score -1874926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1874939.125000 Penalty: 4806.968750
	Iteration 20F: 3 clusters Score -1874939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1874950.250000 Penalty: 4806.968750
	Iteration 21Q: 3 clusters Score -1874950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1874973.000000 Penalty: 4806.968750
	Iteration 22Q: 3 clusters Score -1874973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1874989.125000 Penalty: 4806.968750
	Iteration 23Q: 3 clusters Score -1874989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1875000.000000 Penalty: 4806.968750
	Iteration 24Q: 3 clusters Score -1875000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1875011.500000 Penalty: 4806.968750
	Iteration 25Q: 3 clusters Score -1875012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1875022.125000 Penalty: 4806.968750
	Iteration 26Q: 3 clusters Score -1875022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1875024.125000 Penalty: 4806.968750
	Iteration 27Q: 3 clusters Score -1875024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1875032.625000 Penalty: 4806.968750
	Iteration 28Q: 3 clusters Score -1875033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1875040.125000 Penalty: 4806.968750
	Iteration 29Q: 3 clusters Score -1875040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1875045.000000 Penalty: 4806.968750
	Iteration 30Q: 3 clusters Score -1875045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1875049.500000 Penalty: 4806.968750
	Iteration 31Q: 3 clusters Score -1875050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1875057.875000 Penalty: 4806.968750
	Iteration 32Q: 3 clusters Score -1875058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1875060.125000 Penalty: 4806.968750
	Iteration 33Q: 3 clusters Score -1875060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1875063.250000 Penalty: 4806.968750
	Iteration 34Q: 3 clusters Score -1875063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1875064.375000 Penalty: 4806.968750
	Iteration 35Q: 3 clusters Score -1875064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1875065.250000 Penalty: 4806.968750
	Iteration 36Q: 3 clusters Score -1875065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1875065.375000 Penalty: 4806.968750
	Iteration 37Q: 3 clusters Score -1875065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1875067.750000 Penalty: 4806.968750
	Iteration 38Q: 3 clusters Score -1875068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1875071.500000 Penalty: 4806.968750
	Iteration 39Q: 3 clusters Score -1875072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1875073.375000 Penalty: 4806.968750
	Iteration 40F: 3 clusters Score -1875073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1875076.250000 Penalty: 4806.968750
	Iteration 41Q: 3 clusters Score -1875076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1875076.625000 Penalty: 4806.968750
	Iteration 42Q: 3 clusters Score -1875077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1875076.625000 Penalty: 4806.968750
	Iteration 43F: 3 clusters Score -1875077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Entering Unmasked Estep 
Score: -2095797.500000 Penalty: 2431.131348
	Iteration 0F: 2 clusters Score -2095798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2083032.250000 Penalty: 4862.262695
	Iteration 0F: 3 clusters Score -2083032 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2087192.625000 Penalty: 4862.262695
	Iteration 1F: 3 clusters Score -2087193 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2087601.750000 Penalty: 4862.262695
	Iteration 2F: 3 clusters Score -2087602 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2087992.500000 Penalty: 4862.262695
	Iteration 3F: 3 clusters Score -2087992 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2088431.625000 Penalty: 4862.262695
	Iteration 4Q: 3 clusters Score -2088432 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2089008.250000 Penalty: 4862.262695
	Iteration 5F: 3 clusters Score -2089008 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2089694.375000 Penalty: 4862.262695
	Iteration 6F: 3 clusters Score -2089694 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2090519.875000 Penalty: 4862.262695
	Iteration 7F: 3 clusters Score -2090520 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2091365.125000 Penalty: 4862.262695
	Iteration 8F: 3 clusters Score -2091365 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2092134.625000 Penalty: 4862.262695
	Iteration 9F: 3 clusters Score -2092135 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2092782.250000 Penalty: 4862.262695
	Iteration 10Q: 3 clusters Score -2092782 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2093265.000000 Penalty: 4862.262695
	Iteration 11Q: 3 clusters Score -2093265 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2093540.125000 Penalty: 4862.262695
	Iteration 12Q: 3 clusters Score -2093540 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2093714.750000 Penalty: 4862.262695
	Iteration 13Q: 3 clusters Score -2093715 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2093828.125000 Penalty: 4862.262695
	Iteration 14Q: 3 clusters Score -2093828 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2093926.250000 Penalty: 4862.262695
	Iteration 15Q: 3 clusters Score -2093926 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2094002.375000 Penalty: 4862.262695
	Iteration 16Q: 3 clusters Score -2094002 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2094055.500000 Penalty: 4862.262695
	Iteration 17Q: 3 clusters Score -2094056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2094096.625000 Penalty: 4862.262695
	Iteration 18Q: 3 clusters Score -2094097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2094113.500000 Penalty: 4862.262695
	Iteration 19Q: 3 clusters Score -2094114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2094136.000000 Penalty: 4862.262695
	Iteration 20F: 3 clusters Score -2094136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2094145.375000 Penalty: 4862.262695
	Iteration 21Q: 3 clusters Score -2094145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2094150.000000 Penalty: 4862.262695
	Iteration 22Q: 3 clusters Score -2094150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2094153.250000 Penalty: 4862.262695
	Iteration 23Q: 3 clusters Score -2094153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2094160.500000 Penalty: 4862.262695
	Iteration 24Q: 3 clusters Score -2094160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2094165.750000 Penalty: 4862.262695
	Iteration 25Q: 3 clusters Score -2094166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2094166.250000 Penalty: 4862.262695
	Iteration 26Q: 3 clusters Score -2094166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2094171.000000 Penalty: 4862.262695
	Iteration 27Q: 3 clusters Score -2094171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2094173.375000 Penalty: 4862.262695
	Iteration 28Q: 3 clusters Score -2094173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2094173.500000 Penalty: 4862.262695
	Iteration 29Q: 3 clusters Score -2094174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2094176.375000 Penalty: 4862.262695
	Iteration 30Q: 3 clusters Score -2094176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2094174.250000 Penalty: 4862.262695
	Iteration 31Q: 3 clusters Score -2094174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2094174.250000 Penalty: 4862.262695
	Iteration 32F: 3 clusters Score -2094174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Entering Unmasked Estep 
Score: -1842981.375000 Penalty: 2398.952148
	Iteration 0F: 2 clusters Score -1842981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1831561.500000 Penalty: 4797.904297
	Iteration 0F: 3 clusters Score -1831562 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1835032.750000 Penalty: 4797.904297
	Iteration 1F: 3 clusters Score -1835033 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1835393.875000 Penalty: 4797.904297
	Iteration 2F: 3 clusters Score -1835394 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1835698.125000 Penalty: 4797.904297
	Iteration 3Q: 3 clusters Score -1835698 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1836040.625000 Penalty: 4797.904297
	Iteration 4Q: 3 clusters Score -1836041 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1836407.250000 Penalty: 4797.904297
	Iteration 5Q: 3 clusters Score -1836407 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1836844.500000 Penalty: 4797.904297
	Iteration 6F: 3 clusters Score -1836844 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1837388.500000 Penalty: 4797.904297
	Iteration 7F: 3 clusters Score -1837388 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1838056.750000 Penalty: 4797.904297
	Iteration 8F: 3 clusters Score -1838057 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1838750.250000 Penalty: 4797.904297
	Iteration 9F: 3 clusters Score -1838750 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1839401.875000 Penalty: 4797.904297
	Iteration 10Q: 3 clusters Score -1839402 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1839971.000000 Penalty: 4797.904297
	Iteration 11Q: 3 clusters Score -1839971 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1840394.000000 Penalty: 4797.904297
	Iteration 12Q: 3 clusters Score -1840394 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1840635.250000 Penalty: 4797.904297
	Iteration 13Q: 3 clusters Score -1840635 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1840754.000000 Penalty: 4797.904297
	Iteration 14Q: 3 clusters Score -1840754 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1840819.625000 Penalty: 4797.904297
	Iteration 15Q: 3 clusters Score -1840820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1840861.125000 Penalty: 4797.904297
	Iteration 16Q: 3 clusters Score -1840861 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1840884.125000 Penalty: 4797.904297
	Iteration 17Q: 3 clusters Score -1840884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1840907.250000 Penalty: 4797.904297
	Iteration 18Q: 3 clusters Score -1840907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1840924.000000 Penalty: 4797.904297
	Iteration 19Q: 3 clusters Score -1840924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1840937.750000 Penalty: 4797.904297
	Iteration 20F: 3 clusters Score -1840938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1840938.750000 Penalty: 4797.904297
	Iteration 21Q: 3 clusters Score -1840939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1840940.875000 Penalty: 4797.904297
	Iteration 22Q: 3 clusters Score -1840941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1840942.625000 Penalty: 4797.904297
	Iteration 23Q: 3 clusters Score -1840943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1840945.250000 Penalty: 4797.904297
	Iteration 24Q: 3 clusters Score -1840945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1840946.375000 Penalty: 4797.904297
	Iteration 25Q: 3 clusters Score -1840946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1840947.250000 Penalty: 4797.904297
	Iteration 26Q: 3 clusters Score -1840947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1840947.000000 Penalty: 4797.904297
	Iteration 27Q: 3 clusters Score -1840947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1840947.000000 Penalty: 4797.904297
	Iteration 28F: 3 clusters Score -1840947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Entering Unmasked Estep 
Score: -985425.125000 Penalty: 2257.068848
	Iteration 0F: 2 clusters Score -985425.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -978364.812500 Penalty: 4514.137695
	Iteration 0F: 3 clusters Score -978364.8 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -980306.437500 Penalty: 4514.137695
	Iteration 1F: 3 clusters Score -980306.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -980587.000000 Penalty: 4514.137695
	Iteration 2F: 3 clusters Score -980587 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -980771.812500 Penalty: 4514.137695
	Iteration 3Q: 3 clusters Score -980771.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -980932.687500 Penalty: 4514.137695
	Iteration 4Q: 3 clusters Score -980932.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -981103.687500 Penalty: 4514.137695
	Iteration 5Q: 3 clusters Score -981103.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -981436.687500 Penalty: 4514.137695
	Iteration 6Q: 3 clusters Score -981436.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -981929.750000 Penalty: 4514.137695
	Iteration 7Q: 3 clusters Score -981929.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -982461.125000 Penalty: 4514.137695
	Iteration 8F: 3 clusters Score -982461.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -982906.187500 Penalty: 4514.137695
	Iteration 9F: 3 clusters Score -982906.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -983233.000000 Penalty: 4514.137695
	Iteration 10F: 3 clusters Score -983233 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -983501.812500 Penalty: 4514.137695
	Iteration 11F: 3 clusters Score -983501.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -983721.062500 Penalty: 4514.137695
	Iteration 12Q: 3 clusters Score -983721.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -983889.250000 Penalty: 4514.137695
	Iteration 13Q: 3 clusters Score -983889.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -984028.500000 Penalty: 4514.137695
	Iteration 14Q: 3 clusters Score -984028.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -984132.875000 Penalty: 4514.137695
	Iteration 15Q: 3 clusters Score -984132.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -984209.687500 Penalty: 4514.137695
	Iteration 16Q: 3 clusters Score -984209.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -984266.500000 Penalty: 4514.137695
	Iteration 17Q: 3 clusters Score -984266.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -984299.687500 Penalty: 4514.137695
	Iteration 18Q: 3 clusters Score -984299.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -984322.875000 Penalty: 4514.137695
	Iteration 19Q: 3 clusters Score -984322.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -984338.562500 Penalty: 4514.137695
	Iteration 20F: 3 clusters Score -984338.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -984354.312500 Penalty: 4514.137695
	Iteration 21Q: 3 clusters Score -984354.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -984359.687500 Penalty: 4514.137695
	Iteration 22Q: 3 clusters Score -984359.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -984367.000000 Penalty: 4514.137695
	Iteration 23Q: 3 clusters Score -984367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -984371.312500 Penalty: 4514.137695
	Iteration 24Q: 3 clusters Score -984371.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -984371.562500 Penalty: 4514.137695
	Iteration 25Q: 3 clusters Score -984371.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -984375.937500 Penalty: 4514.137695
	Iteration 26Q: 3 clusters Score -984375.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -984377.062500 Penalty: 4514.137695
	Iteration 27Q: 3 clusters Score -984377.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -984382.937500 Penalty: 4514.137695
	Iteration 28Q: 3 clusters Score -984382.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -984380.750000 Penalty: 4514.137695
	Iteration 29Q: 3 clusters Score -984380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -984380.312500 Penalty: 4514.137695
	Iteration 30Q: 3 clusters Score -984380.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -984379.062500 Penalty: 4514.137695
	Iteration 31Q: 3 clusters Score -984379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -984379.062500 Penalty: 4514.137695
	Iteration 32F: 3 clusters Score -984379.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Entering Unmasked Estep 
Score: -340051.468750 Penalty: 1987.964844
	Iteration 0F: 2 clusters Score -340051.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -336788.625000 Penalty: 3975.929688
	Iteration 0F: 3 clusters Score -336788.6 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -337406.593750 Penalty: 3975.929688
	Iteration 1F: 3 clusters Score -337406.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -337569.156250 Penalty: 3975.929688
	Iteration 2F: 3 clusters Score -337569.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -337662.343750 Penalty: 3975.929688
	Iteration 3Q: 3 clusters Score -337662.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -337712.531250 Penalty: 3975.929688
	Iteration 4Q: 3 clusters Score -337712.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -337755.625000 Penalty: 3975.929688
	Iteration 5Q: 3 clusters Score -337755.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -337794.093750 Penalty: 3975.929688
	Iteration 6Q: 3 clusters Score -337794.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -337827.437500 Penalty: 3975.929688
	Iteration 7Q: 3 clusters Score -337827.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -337848.500000 Penalty: 3975.929688
	Iteration 8Q: 3 clusters Score -337848.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -337859.437500 Penalty: 3975.929688
	Iteration 9Q: 3 clusters Score -337859.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -337872.406250 Penalty: 3975.929688
	Iteration 10Q: 3 clusters Score -337872.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -337882.812500 Penalty: 3975.929688
	Iteration 11Q: 3 clusters Score -337882.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -337888.968750 Penalty: 3975.929688
	Iteration 12Q: 3 clusters Score -337889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -337895.562500 Penalty: 3975.929688
	Iteration 13Q: 3 clusters Score -337895.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -337900.250000 Penalty: 3975.929688
	Iteration 14Q: 3 clusters Score -337900.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -337904.218750 Penalty: 3975.929688
	Iteration 15Q: 3 clusters Score -337904.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -337910.406250 Penalty: 3975.929688
	Iteration 16Q: 3 clusters Score -337910.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -337915.656250 Penalty: 3975.929688
	Iteration 17Q: 3 clusters Score -337915.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -337924.343750 Penalty: 3975.929688
	Iteration 18Q: 3 clusters Score -337924.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -337933.562500 Penalty: 3975.929688
	Iteration 19Q: 3 clusters Score -337933.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -337940.281250 Penalty: 3975.929688
	Iteration 20F: 3 clusters Score -337940.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -337948.968750 Penalty: 3975.929688
	Iteration 21Q: 3 clusters Score -337949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -337954.781250 Penalty: 3975.929688
	Iteration 22Q: 3 clusters Score -337954.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -337962.000000 Penalty: 3975.929688
	Iteration 23Q: 3 clusters Score -337962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -337966.781250 Penalty: 3975.929688
	Iteration 24Q: 3 clusters Score -337966.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -337971.437500 Penalty: 3975.929688
	Iteration 25Q: 3 clusters Score -337971.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -337974.687500 Penalty: 3975.929688
	Iteration 26Q: 3 clusters Score -337974.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -337980.343750 Penalty: 3975.929688
	Iteration 27Q: 3 clusters Score -337980.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -337987.593750 Penalty: 3975.929688
	Iteration 28Q: 3 clusters Score -337987.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -337990.937500 Penalty: 3975.929688
	Iteration 29Q: 3 clusters Score -337990.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -337996.531250 Penalty: 3975.929688
	Iteration 30Q: 3 clusters Score -337996.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -338000.937500 Penalty: 3975.929688
	Iteration 31Q: 3 clusters Score -338000.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -338002.906250 Penalty: 3975.929688
	Iteration 32Q: 3 clusters Score -338002.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -338005.312500 Penalty: 3975.929688
	Iteration 33Q: 3 clusters Score -338005.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -338011.625000 Penalty: 3975.929688
	Iteration 34Q: 3 clusters Score -338011.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -338018.250000 Penalty: 3975.929688
	Iteration 35Q: 3 clusters Score -338018.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -338027.406250 Penalty: 3975.929688
	Iteration 36Q: 3 clusters Score -338027.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -338036.062500 Penalty: 3975.929688
	Iteration 37Q: 3 clusters Score -338036.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -338041.406250 Penalty: 3975.929688
	Iteration 38Q: 3 clusters Score -338041.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -338048.312500 Penalty: 3975.929688
	Iteration 39Q: 3 clusters Score -338048.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -338055.531250 Penalty: 3975.929688
	Iteration 40F: 3 clusters Score -338055.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -338060.406250 Penalty: 3975.929688
	Iteration 41Q: 3 clusters Score -338060.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -338063.906250 Penalty: 3975.929688
	Iteration 42Q: 3 clusters Score -338063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -338070.625000 Penalty: 3975.929688
	Iteration 43Q: 3 clusters Score -338070.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -338075.312500 Penalty: 3975.929688
	Iteration 44Q: 3 clusters Score -338075.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -338078.937500 Penalty: 3975.929688
	Iteration 45Q: 3 clusters Score -338078.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -338083.343750 Penalty: 3975.929688
	Iteration 46Q: 3 clusters Score -338083.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -338089.125000 Penalty: 3975.929688
	Iteration 47Q: 3 clusters Score -338089.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -338093.031250 Penalty: 3975.929688
	Iteration 48Q: 3 clusters Score -338093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -338097.500000 Penalty: 3975.929688
	Iteration 49Q: 3 clusters Score -338097.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -338099.250000 Penalty: 3975.929688
	Iteration 50Q: 3 clusters Score -338099.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -338103.312500 Penalty: 3975.929688
	Iteration 51Q: 3 clusters Score -338103.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -338105.250000 Penalty: 3975.929688
	Iteration 52Q: 3 clusters Score -338105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -338108.375000 Penalty: 3975.929688
	Iteration 53Q: 3 clusters Score -338108.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -338111.312500 Penalty: 3975.929688
	Iteration 54Q: 3 clusters Score -338111.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -338114.468750 Penalty: 3975.929688
	Iteration 55Q: 3 clusters Score -338114.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -338115.906250 Penalty: 3975.929688
	Iteration 56Q: 3 clusters Score -338115.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -338117.156250 Penalty: 3975.929688
	Iteration 57Q: 3 clusters Score -338117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -338119.125000 Penalty: 3975.929688
	Iteration 58Q: 3 clusters Score -338119.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -338120.343750 Penalty: 3975.929688
	Iteration 59Q: 3 clusters Score -338120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -338120.625000 Penalty: 3975.929688
	Iteration 60F: 3 clusters Score -338120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -338120.937500 Penalty: 3975.929688
	Iteration 61Q: 3 clusters Score -338120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -338122.031250 Penalty: 3975.929688
	Iteration 62Q: 3 clusters Score -338122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -338123.000000 Penalty: 3975.929688
	Iteration 63Q: 3 clusters Score -338123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -338122.750000 Penalty: 3975.929688
	Iteration 64Q: 3 clusters Score -338122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -338122.750000 Penalty: 3975.929688
	Iteration 65F: 3 clusters Score -338122.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65407 members 
Entering Unmasked Estep 
Score: -7443948.000000 Penalty: 2749.919434
	Iteration 0F: 2 clusters Score -7443948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -7399916.000000 Penalty: 5499.838867
	Iteration 0F: 3 clusters Score -7399916 nChanged 30520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -7417383.500000 Penalty: 5499.838867
	Iteration 1F: 3 clusters Score -7417384 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -7418198.500000 Penalty: 5499.838867
	Iteration 2Q: 3 clusters Score -7418198 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -7419144.000000 Penalty: 5499.838867
	Iteration 3Q: 3 clusters Score -7419144 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -7420273.500000 Penalty: 5499.838867
	Iteration 4Q: 3 clusters Score -7420274 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -7421788.000000 Penalty: 5499.838867
	Iteration 5Q: 3 clusters Score -7421788 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -7423562.000000 Penalty: 5499.838867
	Iteration 6F: 3 clusters Score -7423562 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -7425666.000000 Penalty: 5499.838867
	Iteration 7F: 3 clusters Score -7425666 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -7427835.500000 Penalty: 5499.838867
	Iteration 8F: 3 clusters Score -7427836 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -7429859.000000 Penalty: 5499.838867
	Iteration 9F: 3 clusters Score -7429859 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -7431582.000000 Penalty: 5499.838867
	Iteration 10Q: 3 clusters Score -7431582 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -7432886.000000 Penalty: 5499.838867
	Iteration 11Q: 3 clusters Score -7432886 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -7433721.500000 Penalty: 5499.838867
	Iteration 12Q: 3 clusters Score -7433722 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -7434420.500000 Penalty: 5499.838867
	Iteration 13Q: 3 clusters Score -7434420 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -7434874.500000 Penalty: 5499.838867
	Iteration 14Q: 3 clusters Score -7434874 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -7435157.000000 Penalty: 5499.838867
	Iteration 15Q: 3 clusters Score -7435157 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -7435353.500000 Penalty: 5499.838867
	Iteration 16Q: 3 clusters Score -7435354 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -7435539.000000 Penalty: 5499.838867
	Iteration 17Q: 3 clusters Score -7435539 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -7435663.500000 Penalty: 5499.838867
	Iteration 18Q: 3 clusters Score -7435664 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -7435788.500000 Penalty: 5499.838867
	Iteration 19Q: 3 clusters Score -7435788 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -7435908.500000 Penalty: 5499.838867
	Iteration 20F: 3 clusters Score -7435908 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -7435975.500000 Penalty: 5499.838867
	Iteration 21Q: 3 clusters Score -7435976 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -7436081.500000 Penalty: 5499.838867
	Iteration 22Q: 3 clusters Score -7436082 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -7436121.500000 Penalty: 5499.838867
	Iteration 23Q: 3 clusters Score -7436122 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -7436191.500000 Penalty: 5499.838867
	Iteration 24Q: 3 clusters Score -7436192 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -7436240.000000 Penalty: 5499.838867
	Iteration 25Q: 3 clusters Score -7436240 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7436278 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7436292 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -7436318.000000 Penalty: 5499.838867
	Iteration 28Q: 3 clusters Score -7436318 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -7436356.500000 Penalty: 5499.838867
	Iteration 29Q: 3 clusters Score -7436356 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7436360 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -7436383.500000 Penalty: 5499.838867
	Iteration 31Q: 3 clusters Score -7436384 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -7436393.000000 Penalty: 5499.838867
	Iteration 32Q: 3 clusters Score -7436393 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7436452 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7436477 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7436476 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7436490 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7436486 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7436506 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -7436532.500000 Penalty: 5499.838867
	Iteration 39Q: 3 clusters Score -7436532 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7436525 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -7436526.500000 Penalty: 5499.838867
	Iteration 41Q: 3 clusters Score -7436526 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -7436556.500000 Penalty: 5499.838867
	Iteration 42Q: 3 clusters Score -7436556 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -7436580.500000 Penalty: 5499.838867
	Iteration 43Q: 3 clusters Score -7436580 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7436568 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7436600 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -7436624.500000 Penalty: 5499.838867
	Iteration 46Q: 3 clusters Score -7436624 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7436649 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7436656 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7436677 nChanged 205
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7436688 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7436712 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7436744 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7436748 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7436764 nChanged 214
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Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7436780 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7436816 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7436831 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7436864 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7436886 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7436909 nChanged 271
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Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7436943 nChanged 281
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Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7436958 nChanged 281
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7436993 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7437010 nChanged 329
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7437057 nChanged 302
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Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7437076 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7437119 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7437170 nChanged 306
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Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7437217 nChanged 302
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Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7437238 nChanged 272
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Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7437261 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7437276 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7437314 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7437343 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7437360 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7437396 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7437416 nChanged 235
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Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7437436 nChanged 224
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Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7437472 nChanged 230
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Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7437496 nChanged 228
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Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -7437532.500000 Penalty: 5499.838867
	Iteration 81Q: 3 clusters Score -7437532 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7437519 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7437524 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7437553 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7437594 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -7437613.000000 Penalty: 5499.838867
	Iteration 86Q: 3 clusters Score -7437613 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7437624 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7437643 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7437682 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7437681 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7437700 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -7437720.500000 Penalty: 5499.838867
	Iteration 92Q: 3 clusters Score -7437720 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7437750 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -7437779.000000 Penalty: 5499.838867
	Iteration 94Q: 3 clusters Score -7437779 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7437773 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7437786 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7437800 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -7437816.000000 Penalty: 5499.838867
	Iteration 98Q: 3 clusters Score -7437816 nChanged 146
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Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -7437811.500000 Penalty: 5499.838867
	Iteration 99Q: 3 clusters Score -7437812 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7437812 nChanged 143
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Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -7437838.000000 Penalty: 5499.838867
	Iteration 101Q: 3 clusters Score -7437838 nChanged 145
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Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7437851 nChanged 138
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Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -7437837.500000 Penalty: 5499.838867
	Iteration 103Q: 3 clusters Score -7437838 nChanged 146
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Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -7437828.500000 Penalty: 5499.838867
	Iteration 104Q: 3 clusters Score -7437828 nChanged 134
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Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7437852 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7437856 nChanged 132
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Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -7437868.500000 Penalty: 5499.838867
	Iteration 107Q: 3 clusters Score -7437868 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7437876 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7437879 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -7437911.000000 Penalty: 5499.838867
	Iteration 110Q: 3 clusters Score -7437911 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -7437913.000000 Penalty: 5499.838867
	Iteration 111Q: 3 clusters Score -7437913 nChanged 113
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Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7437900 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -7437916.500000 Penalty: 5499.838867
	Iteration 113Q: 3 clusters Score -7437916 nChanged 115
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Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -7437922.500000 Penalty: 5499.838867
	Iteration 114Q: 3 clusters Score -7437922 nChanged 99
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Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -7437931.500000 Penalty: 5499.838867
	Iteration 115Q: 3 clusters Score -7437932 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -7437941.500000 Penalty: 5499.838867
	Iteration 116Q: 3 clusters Score -7437942 nChanged 104
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Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7437958 nChanged 98
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Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7437958 nChanged 109
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Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 23353 members 
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Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 23239 members 
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Mstep: Class 2 contains 23145 members 
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Mstep: Class 1 contains 42355 members 
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Mstep: Class 2 contains 22960 members 
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Mstep: Class 1 contains 42526 members 
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Mstep: Class 1 contains 42602 members 
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Mstep: Class 1 contains 42669 members 
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Mstep: Class 1 contains 43279 members 
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	Iteration 210Q: 3 clusters Score -7438106 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -7438093 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -7438100 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -7438110 nChanged 78
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Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -7438108 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -7438120 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -7438127 nChanged 75
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Mstep: Class 2 contains 18146 members 
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	Iteration 217Q: 3 clusters Score -7438158 nChanged 57
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Mstep: Class 2 contains 18089 members 
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	Iteration 218Q: 3 clusters Score -7438156 nChanged 49
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Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 18040 members 
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	Iteration 219Q: 3 clusters Score -7438174 nChanged 61
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Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -7438182 nChanged 49
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Mstep: Class 2 contains 17930 members 
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	Iteration 221Q: 3 clusters Score -7438202 nChanged 56
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Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -7438200 nChanged 62
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Mstep: Class 2 contains 17812 members 
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	Iteration 223Q: 3 clusters Score -7438201 nChanged 58
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Mstep: Class 1 contains 47653 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -7438204 nChanged 54
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	Iteration 225Q: 3 clusters Score -7438206 nChanged 47
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Mstep: Class 2 contains 17653 members 
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	Iteration 226Q: 3 clusters Score -7438196 nChanged 46
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Mstep: Class 1 contains 47800 members 
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	Iteration 227Q: 3 clusters Score -7438195 nChanged 56
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	Iteration 228Q: 3 clusters Score -7438184 nChanged 59
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Mstep: Class 1 contains 47911 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -7438202 nChanged 57
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Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 17445 members 
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	Iteration 230Q: 3 clusters Score -7438203 nChanged 56
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Mstep: Class 1 contains 48016 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -7438190 nChanged 49
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Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 17342 members 
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	Iteration 232Q: 3 clusters Score -7438198 nChanged 54
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Mstep: Class 1 contains 48119 members 
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	Iteration 233Q: 3 clusters Score -7438192 nChanged 50
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Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -7438204 nChanged 39
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Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 17201 members 
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	Iteration 235Q: 3 clusters Score -7438197 nChanged 40
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	Iteration 236Q: 3 clusters Score -7438206 nChanged 42
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	Iteration 237Q: 3 clusters Score -7438211 nChanged 42
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	Iteration 238Q: 3 clusters Score -7438213 nChanged 38
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Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 16993 members 
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	Iteration 240F: 3 clusters Score -7438230 nChanged 51
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Mstep: Class 1 contains 48465 members 
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	Iteration 241Q: 3 clusters Score -7438234 nChanged 49
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	Iteration 242Q: 3 clusters Score -7438230 nChanged 60
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Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 16833 members 
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	Iteration 243Q: 3 clusters Score -7438237 nChanged 58
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Mstep: Class 1 contains 48632 members 
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Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 16726 members 
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Mstep: Class 1 contains 48719 members 
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	Iteration 247Q: 3 clusters Score -7438274 nChanged 52
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Mstep: Class 1 contains 48816 members 
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	Iteration 248Q: 3 clusters Score -7438292 nChanged 41
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	Iteration 249Q: 3 clusters Score -7438280 nChanged 47
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Mstep: Class 2 contains 16509 members 
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	Iteration 250Q: 3 clusters Score -7438276 nChanged 51
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Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 16458 members 
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	Iteration 251Q: 3 clusters Score -7438271 nChanged 57
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Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 16401 members 
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	Iteration 252Q: 3 clusters Score -7438278 nChanged 65
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Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 16338 members 
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	Iteration 253Q: 3 clusters Score -7438278 nChanged 74
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Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 16266 members 
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	Iteration 254Q: 3 clusters Score -7438278 nChanged 84
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Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 16184 members 
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	Iteration 255Q: 3 clusters Score -7438292 nChanged 88
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Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 16102 members 
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	Iteration 256Q: 3 clusters Score -7438304 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 16029 members 
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	Iteration 257Q: 3 clusters Score -7438297 nChanged 78
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Mstep: Class 1 contains 49456 members 
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	Iteration 258Q: 3 clusters Score -7438314 nChanged 76
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Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -7438319 nChanged 94
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Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -7438320 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 15684 members 
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	Iteration 261Q: 3 clusters Score -7438316 nChanged 120
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Mstep: Class 1 contains 49837 members 
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	Iteration 262Q: 3 clusters Score -7438329 nChanged 121
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Mstep: Class 1 contains 49958 members 
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	Iteration 263Q: 3 clusters Score -7438332 nChanged 107
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Mstep: Class 1 contains 50065 members 
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	Iteration 264Q: 3 clusters Score -7438330 nChanged 109
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Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -7438337 nChanged 108
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Mstep: Class 1 contains 50282 members 
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	Iteration 266Q: 3 clusters Score -7438357 nChanged 124
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Mstep: Class 1 contains 50406 members 
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	Iteration 267Q: 3 clusters Score -7438370 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 14881 members 
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	Iteration 268Q: 3 clusters Score -7438368 nChanged 128
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Mstep: Class 1 contains 50654 members 
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	Iteration 269Q: 3 clusters Score -7438370 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50781 members 
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	Iteration 270Q: 3 clusters Score -7438388 nChanged 147
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Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -7438423 nChanged 137
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Mstep: Class 1 contains 51063 members 
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	Iteration 272Q: 3 clusters Score -7438452 nChanged 156
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Mstep: Class 1 contains 51219 members 
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -7438430 nChanged 164
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Mstep: Class 1 contains 51381 members 
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	Iteration 274Q: 3 clusters Score -7438443 nChanged 172
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Mstep: Class 1 contains 51553 members 
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	Iteration 275Q: 3 clusters Score -7438474 nChanged 198
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Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 13658 members 
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	Iteration 276Q: 3 clusters Score -7438511 nChanged 188
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Mstep: Class 1 contains 51935 members 
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	Iteration 277Q: 3 clusters Score -7438546 nChanged 195
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Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 13279 members 
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	Iteration 278Q: 3 clusters Score -7438556 nChanged 197
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Mstep: Class 1 contains 52323 members 
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Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -7438580 nChanged 225
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Mstep: Class 1 contains 52544 members 
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	Iteration 280F: 3 clusters Score -7438606 nChanged 271
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Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 12600 members 
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	Iteration 281Q: 3 clusters Score -7438652 nChanged 293
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Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 12315 members 
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	Iteration 282Q: 3 clusters Score -7438700 nChanged 291
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Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 12024 members 
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	Iteration 283Q: 3 clusters Score -7438725 nChanged 295
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Mstep: Class 1 contains 53672 members 
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	Iteration 284Q: 3 clusters Score -7438816 nChanged 303
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Mstep: Class 1 contains 53975 members 
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	Iteration 285Q: 3 clusters Score -7438874 nChanged 319
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Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 11117 members 
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Mstep: Class 1 contains 54611 members 
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Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -7438964 nChanged 277
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Mstep: Class 1 contains 54888 members 
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	Iteration 288Q: 3 clusters Score -7439018 nChanged 291
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Mstep: Class 1 contains 55177 members 
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Mstep: Class 1 contains 55696 members 
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	Iteration 291Q: 3 clusters Score -7439150 nChanged 252
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Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 9459 members 
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	Iteration 292Q: 3 clusters Score -7439202 nChanged 278
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Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 9181 members 
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	Iteration 293Q: 3 clusters Score -7439235 nChanged 283
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Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 8898 members 
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	Iteration 294Q: 3 clusters Score -7439276 nChanged 280
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Mstep: Class 1 contains 56789 members 
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	Iteration 295Q: 3 clusters Score -7439336 nChanged 281
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Mstep: Class 1 contains 57066 members 
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	Iteration 296Q: 3 clusters Score -7439442 nChanged 333
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Mstep: Class 1 contains 57399 members 
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Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -7439513 nChanged 340
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Mstep: Class 1 contains 57735 members 
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	Iteration 298Q: 3 clusters Score -7439588 nChanged 335
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Mstep: Class 1 contains 58070 members 
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	Iteration 299Q: 3 clusters Score -7439672 nChanged 309
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Mstep: Class 1 contains 58375 members 
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Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -7439726 nChanged 319
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Mstep: Class 1 contains 58692 members 
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	Iteration 301Q: 3 clusters Score -7439826 nChanged 316
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Mstep: Class 1 contains 59006 members 
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	Iteration 302Q: 3 clusters Score -7439892 nChanged 315
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Mstep: Class 1 contains 59319 members 
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Score: -7439967.000000 Penalty: 5499.838867
	Iteration 303Q: 3 clusters Score -7439967 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -7440049.500000 Penalty: 5499.838867
	Iteration 304Q: 3 clusters Score -7440050 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -7440133.500000 Penalty: 5499.838867
	Iteration 305Q: 3 clusters Score -7440134 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -7440210.000000 Penalty: 5499.838867
	Iteration 306Q: 3 clusters Score -7440210 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -7440289.500000 Penalty: 5499.838867
	Iteration 307Q: 3 clusters Score -7440290 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -7440379.500000 Penalty: 5499.838867
	Iteration 308Q: 3 clusters Score -7440380 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -7440461.500000 Penalty: 5499.838867
	Iteration 309Q: 3 clusters Score -7440462 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -7440577.500000 Penalty: 5499.838867
	Iteration 310Q: 3 clusters Score -7440578 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -7440658.000000 Penalty: 5499.838867
	Iteration 311Q: 3 clusters Score -7440658 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -7440696.000000 Penalty: 5499.838867
	Iteration 312Q: 3 clusters Score -7440696 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -7440738.000000 Penalty: 5499.838867
	Iteration 313Q: 3 clusters Score -7440738 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -7440792.000000 Penalty: 5499.838867
	Iteration 314Q: 3 clusters Score -7440792 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -7440853.000000 Penalty: 5499.838867
	Iteration 315Q: 3 clusters Score -7440853 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -7440937.500000 Penalty: 5499.838867
	Iteration 316Q: 3 clusters Score -7440938 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -7441026.500000 Penalty: 5499.838867
	Iteration 317Q: 3 clusters Score -7441026 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -7441070.000000 Penalty: 5499.838867
	Iteration 318Q: 3 clusters Score -7441070 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7441119.500000 Penalty: 5499.838867
	Iteration 319Q: 3 clusters Score -7441120 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7441159.500000 Penalty: 5499.838867
	Iteration 320F: 3 clusters Score -7441160 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7441198.500000 Penalty: 5499.838867
	Iteration 321Q: 3 clusters Score -7441198 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63292 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -7441235.000000 Penalty: 5499.838867
	Iteration 322Q: 3 clusters Score -7441235 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7441276.500000 Penalty: 5499.838867
	Iteration 323Q: 3 clusters Score -7441276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7441288.000000 Penalty: 5499.838867
	Iteration 324Q: 3 clusters Score -7441288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7441308.000000 Penalty: 5499.838867
	Iteration 325Q: 3 clusters Score -7441308 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7441331.500000 Penalty: 5499.838867
	Iteration 326Q: 3 clusters Score -7441332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7441349.000000 Penalty: 5499.838867
	Iteration 327Q: 3 clusters Score -7441349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7441361.000000 Penalty: 5499.838867
	Iteration 328Q: 3 clusters Score -7441361 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7441374.000000 Penalty: 5499.838867
	Iteration 329Q: 3 clusters Score -7441374 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7441392.000000 Penalty: 5499.838867
	Iteration 330Q: 3 clusters Score -7441392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7441408.500000 Penalty: 5499.838867
	Iteration 331Q: 3 clusters Score -7441408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7441404.500000 Penalty: 5499.838867
	Iteration 332Q: 3 clusters Score -7441404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7441427.500000 Penalty: 5499.838867
	Iteration 333Q: 3 clusters Score -7441428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7441451.000000 Penalty: 5499.838867
	Iteration 334Q: 3 clusters Score -7441451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7441463.000000 Penalty: 5499.838867
	Iteration 335Q: 3 clusters Score -7441463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7441475.000000 Penalty: 5499.838867
	Iteration 336Q: 3 clusters Score -7441475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7441478.000000 Penalty: 5499.838867
	Iteration 337Q: 3 clusters Score -7441478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7441489.000000 Penalty: 5499.838867
	Iteration 338Q: 3 clusters Score -7441489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64033 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7441497.500000 Penalty: 5499.838867
	Iteration 339Q: 3 clusters Score -7441498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7441498.000000 Penalty: 5499.838867
	Iteration 340F: 3 clusters Score -7441498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7441500.000000 Penalty: 5499.838867
	Iteration 341Q: 3 clusters Score -7441500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7441508.000000 Penalty: 5499.838867
	Iteration 342Q: 3 clusters Score -7441508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7441519.000000 Penalty: 5499.838867
	Iteration 343Q: 3 clusters Score -7441519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7441526.000000 Penalty: 5499.838867
	Iteration 344Q: 3 clusters Score -7441526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7441533.500000 Penalty: 5499.838867
	Iteration 345Q: 3 clusters Score -7441534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64130 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7441541.000000 Penalty: 5499.838867
	Iteration 346Q: 3 clusters Score -7441541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7441542.500000 Penalty: 5499.838867
	Iteration 347Q: 3 clusters Score -7441542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64148 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7441550.500000 Penalty: 5499.838867
	Iteration 348Q: 3 clusters Score -7441550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7441560.000000 Penalty: 5499.838867
	Iteration 349Q: 3 clusters Score -7441560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7441566.000000 Penalty: 5499.838867
	Iteration 350Q: 3 clusters Score -7441566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7441558.500000 Penalty: 5499.838867
	Iteration 351Q: 3 clusters Score -7441558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7441550.000000 Penalty: 5499.838867
	Iteration 352Q: 3 clusters Score -7441550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64182 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7441549.000000 Penalty: 5499.838867
	Iteration 353Q: 3 clusters Score -7441549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7441549.000000 Penalty: 5499.838867
	Iteration 354Q: 3 clusters Score -7441549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64189 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7441550.000000 Penalty: 5499.838867
	Iteration 355Q: 3 clusters Score -7441550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7441548.500000 Penalty: 5499.838867
	Iteration 356Q: 3 clusters Score -7441548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7441548.500000 Penalty: 5499.838867
	Iteration 357F: 3 clusters Score -7441548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (238870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238870 members 
Entering Unmasked Estep 
Score: -27212518.000000 Penalty: 3071.151367
	Iteration 0F: 2 clusters Score -2.721252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119817 members 
Mstep: Class 2 contains 119053 members 
Entering Unmasked Estep 
Score: -27057820.000000 Penalty: 6142.302734
	Iteration 0F: 3 clusters Score -2.705782e+07 nChanged 115328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124049 members 
Mstep: Class 2 contains 114821 members 
Entering Unmasked Estep 
Score: -27125152.000000 Penalty: 6142.302734
	Iteration 1F: 3 clusters Score -2.712515e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127235 members 
Mstep: Class 2 contains 111635 members 
Entering Unmasked Estep 
Score: -27126442.000000 Penalty: 6142.302734
	Iteration 2Q: 3 clusters Score -2.712644e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132411 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -27128586.000000 Penalty: 6142.302734
	Iteration 3Q: 3 clusters Score -2.712859e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140486 members 
Mstep: Class 2 contains 98384 members 
Entering Unmasked Estep 
Score: -27131736.000000 Penalty: 6142.302734
	Iteration 4Q: 3 clusters Score -2.713174e+07 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152710 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -27138100.000000 Penalty: 6142.302734
	Iteration 5F: 3 clusters Score -2.71381e+07 nChanged 17413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170055 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -27149924.000000 Penalty: 6142.302734
	Iteration 6F: 3 clusters Score -2.714992e+07 nChanged 22000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192053 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -27168252.000000 Penalty: 6142.302734
	Iteration 7F: 3 clusters Score -2.716825e+07 nChanged 21959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214012 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -27187934.000000 Penalty: 6142.302734
	Iteration 8F: 3 clusters Score -2.718793e+07 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229051 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -27201272.000000 Penalty: 6142.302734
	Iteration 9F: 3 clusters Score -2.720127e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235936 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -27207128.000000 Penalty: 6142.302734
	Iteration 10Q: 3 clusters Score -2.720713e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238107 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -27209020.000000 Penalty: 6142.302734
	Iteration 11Q: 3 clusters Score -2.720902e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238545 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -27209476.000000 Penalty: 6142.302734
	Iteration 12Q: 3 clusters Score -2.720948e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238637 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27209618.000000 Penalty: 6142.302734
	Iteration 13Q: 3 clusters Score -2.720962e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238666 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27209674.000000 Penalty: 6142.302734
	Iteration 14Q: 3 clusters Score -2.720967e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238684 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27209726.000000 Penalty: 6142.302734
	Iteration 15Q: 3 clusters Score -2.720973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238692 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27209740.000000 Penalty: 6142.302734
	Iteration 16Q: 3 clusters Score -2.720974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238694 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27209756.000000 Penalty: 6142.302734
	Iteration 17Q: 3 clusters Score -2.720976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238696 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27209760.000000 Penalty: 6142.302734
	Iteration 18Q: 3 clusters Score -2.720976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238698 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27209774.000000 Penalty: 6142.302734
	Iteration 19Q: 3 clusters Score -2.720977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238698 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27209774.000000 Penalty: 6142.302734
	Iteration 20F: 3 clusters Score -2.720977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189026 members 
Entering Unmasked Estep 
Score: -21393916.000000 Penalty: 3013.110840
	Iteration 0F: 2 clusters Score -2.139392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94481 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -21269302.000000 Penalty: 6026.221680
	Iteration 0F: 3 clusters Score -2.12693e+07 nChanged 90859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93004 members 
Mstep: Class 2 contains 96022 members 
Entering Unmasked Estep 
Score: -21322938.000000 Penalty: 6026.221680
	Iteration 1F: 3 clusters Score -2.132294e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Mstep: Class 2 contains 97067 members 
Entering Unmasked Estep 
Score: -21324210.000000 Penalty: 6026.221680
	Iteration 2Q: 3 clusters Score -2.132421e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 98648 members 
Entering Unmasked Estep 
Score: -21325712.000000 Penalty: 6026.221680
	Iteration 3Q: 3 clusters Score -2.132571e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87846 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -21327608.000000 Penalty: 6026.221680
	Iteration 4Q: 3 clusters Score -2.132761e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84117 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -21330384.000000 Penalty: 6026.221680
	Iteration 5Q: 3 clusters Score -2.133038e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 110280 members 
Entering Unmasked Estep 
Score: -21335156.000000 Penalty: 6026.221680
	Iteration 6Q: 3 clusters Score -2.133516e+07 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 117618 members 
Entering Unmasked Estep 
Score: -21342240.000000 Penalty: 6026.221680
	Iteration 7F: 3 clusters Score -2.134224e+07 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 126278 members 
Entering Unmasked Estep 
Score: -21350930.000000 Penalty: 6026.221680
	Iteration 8F: 3 clusters Score -2.135093e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 134818 members 
Entering Unmasked Estep 
Score: -21360170.000000 Penalty: 6026.221680
	Iteration 9F: 3 clusters Score -2.136017e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 141790 members 
Entering Unmasked Estep 
Score: -21367390.000000 Penalty: 6026.221680
	Iteration 10F: 3 clusters Score -2.136739e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 147177 members 
Entering Unmasked Estep 
Score: -21372474.000000 Penalty: 6026.221680
	Iteration 11Q: 3 clusters Score -2.137247e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 151485 members 
Entering Unmasked Estep 
Score: -21375636.000000 Penalty: 6026.221680
	Iteration 12Q: 3 clusters Score -2.137564e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -21377748.000000 Penalty: 6026.221680
	Iteration 13Q: 3 clusters Score -2.137775e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 158458 members 
Entering Unmasked Estep 
Score: -21379438.000000 Penalty: 6026.221680
	Iteration 14Q: 3 clusters Score -2.137944e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 161526 members 
Entering Unmasked Estep 
Score: -21381064.000000 Penalty: 6026.221680
	Iteration 15Q: 3 clusters Score -2.138106e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 164270 members 
Entering Unmasked Estep 
Score: -21382490.000000 Penalty: 6026.221680
	Iteration 16Q: 3 clusters Score -2.138249e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 166777 members 
Entering Unmasked Estep 
Score: -21383960.000000 Penalty: 6026.221680
	Iteration 17Q: 3 clusters Score -2.138396e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 168906 members 
Entering Unmasked Estep 
Score: -21385056.000000 Penalty: 6026.221680
	Iteration 18Q: 3 clusters Score -2.138506e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 170816 members 
Entering Unmasked Estep 
Score: -21386036.000000 Penalty: 6026.221680
	Iteration 19Q: 3 clusters Score -2.138604e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 172533 members 
Entering Unmasked Estep 
Score: -21386992.000000 Penalty: 6026.221680
	Iteration 20F: 3 clusters Score -2.138699e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 173992 members 
Entering Unmasked Estep 
Score: -21387676.000000 Penalty: 6026.221680
	Iteration 21Q: 3 clusters Score -2.138768e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 175300 members 
Entering Unmasked Estep 
Score: -21388398.000000 Penalty: 6026.221680
	Iteration 22Q: 3 clusters Score -2.13884e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 176481 members 
Entering Unmasked Estep 
Score: -21388870.000000 Penalty: 6026.221680
	Iteration 23Q: 3 clusters Score -2.138887e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 177541 members 
Entering Unmasked Estep 
Score: -21389450.000000 Penalty: 6026.221680
	Iteration 24Q: 3 clusters Score -2.138945e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 178467 members 
Entering Unmasked Estep 
Score: -21390002.000000 Penalty: 6026.221680
	Iteration 25Q: 3 clusters Score -2.139e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 179261 members 
Entering Unmasked Estep 
Score: -21390400.000000 Penalty: 6026.221680
	Iteration 26Q: 3 clusters Score -2.13904e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 179980 members 
Entering Unmasked Estep 
Score: -21390622.000000 Penalty: 6026.221680
	Iteration 27Q: 3 clusters Score -2.139062e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 180630 members 
Entering Unmasked Estep 
Score: -21390862.000000 Penalty: 6026.221680
	Iteration 28Q: 3 clusters Score -2.139086e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 181195 members 
Entering Unmasked Estep 
Score: -21391000.000000 Penalty: 6026.221680
	Iteration 29Q: 3 clusters Score -2.1391e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 181716 members 
Entering Unmasked Estep 
Score: -21391122.000000 Penalty: 6026.221680
	Iteration 30Q: 3 clusters Score -2.139112e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 182193 members 
Entering Unmasked Estep 
Score: -21391292.000000 Penalty: 6026.221680
	Iteration 31Q: 3 clusters Score -2.139129e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 182613 members 
Entering Unmasked Estep 
Score: -21391408.000000 Penalty: 6026.221680
	Iteration 32Q: 3 clusters Score -2.139141e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 182975 members 
Entering Unmasked Estep 
Score: -21391522.000000 Penalty: 6026.221680
	Iteration 33Q: 3 clusters Score -2.139152e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 183293 members 
Entering Unmasked Estep 
Score: -21391644.000000 Penalty: 6026.221680
	Iteration 34Q: 3 clusters Score -2.139164e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 183592 members 
Entering Unmasked Estep 
Score: -21391730.000000 Penalty: 6026.221680
	Iteration 35Q: 3 clusters Score -2.139173e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 183844 members 
Entering Unmasked Estep 
Score: -21391824.000000 Penalty: 6026.221680
	Iteration 36Q: 3 clusters Score -2.139182e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 184070 members 
Entering Unmasked Estep 
Score: -21391902.000000 Penalty: 6026.221680
	Iteration 37Q: 3 clusters Score -2.13919e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 184267 members 
Entering Unmasked Estep 
Score: -21391948.000000 Penalty: 6026.221680
	Iteration 38Q: 3 clusters Score -2.139195e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 184439 members 
Entering Unmasked Estep 
Score: -21391970.000000 Penalty: 6026.221680
	Iteration 39Q: 3 clusters Score -2.139197e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 184604 members 
Entering Unmasked Estep 
Score: -21392018.000000 Penalty: 6026.221680
	Iteration 40F: 3 clusters Score -2.139202e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 184741 members 
Entering Unmasked Estep 
Score: -21392060.000000 Penalty: 6026.221680
	Iteration 41Q: 3 clusters Score -2.139206e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 184849 members 
Entering Unmasked Estep 
Score: -21392054.000000 Penalty: 6026.221680
	Iteration 42Q: 3 clusters Score -2.139205e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 184949 members 
Entering Unmasked Estep 
Score: -21392098.000000 Penalty: 6026.221680
	Iteration 43Q: 3 clusters Score -2.13921e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 185034 members 
Entering Unmasked Estep 
Score: -21392158.000000 Penalty: 6026.221680
	Iteration 44Q: 3 clusters Score -2.139216e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 185109 members 
Entering Unmasked Estep 
Score: -21392162.000000 Penalty: 6026.221680
	Iteration 45Q: 3 clusters Score -2.139216e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 185179 members 
Entering Unmasked Estep 
Score: -21392202.000000 Penalty: 6026.221680
	Iteration 46Q: 3 clusters Score -2.13922e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 185238 members 
Entering Unmasked Estep 
Score: -21392228.000000 Penalty: 6026.221680
	Iteration 47Q: 3 clusters Score -2.139223e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 185289 members 
Entering Unmasked Estep 
Score: -21392246.000000 Penalty: 6026.221680
	Iteration 48Q: 3 clusters Score -2.139225e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 185329 members 
Entering Unmasked Estep 
Score: -21392260.000000 Penalty: 6026.221680
	Iteration 49Q: 3 clusters Score -2.139226e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 185373 members 
Entering Unmasked Estep 
Score: -21392284.000000 Penalty: 6026.221680
	Iteration 50Q: 3 clusters Score -2.139228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 185396 members 
Entering Unmasked Estep 
Score: -21392264.000000 Penalty: 6026.221680
	Iteration 51Q: 3 clusters Score -2.139226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 185420 members 
Entering Unmasked Estep 
Score: -21392292.000000 Penalty: 6026.221680
	Iteration 52Q: 3 clusters Score -2.139229e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 185440 members 
Entering Unmasked Estep 
Score: -21392314.000000 Penalty: 6026.221680
	Iteration 53Q: 3 clusters Score -2.139231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 185455 members 
Entering Unmasked Estep 
Score: -21392320.000000 Penalty: 6026.221680
	Iteration 54Q: 3 clusters Score -2.139232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 185472 members 
Entering Unmasked Estep 
Score: -21392320.000000 Penalty: 6026.221680
	Iteration 55Q: 3 clusters Score -2.139232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 185484 members 
Entering Unmasked Estep 
Score: -21392322.000000 Penalty: 6026.221680
	Iteration 56Q: 3 clusters Score -2.139232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 185491 members 
Entering Unmasked Estep 
Score: -21392332.000000 Penalty: 6026.221680
	Iteration 57Q: 3 clusters Score -2.139233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 185503 members 
Entering Unmasked Estep 
Score: -21392308.000000 Penalty: 6026.221680
	Iteration 58Q: 3 clusters Score -2.139231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 185515 members 
Entering Unmasked Estep 
Score: -21392318.000000 Penalty: 6026.221680
	Iteration 59Q: 3 clusters Score -2.139232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 185527 members 
Entering Unmasked Estep 
Score: -21392352.000000 Penalty: 6026.221680
	Iteration 60F: 3 clusters Score -2.139235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 185543 members 
Entering Unmasked Estep 
Score: -21392368.000000 Penalty: 6026.221680
	Iteration 61Q: 3 clusters Score -2.139237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 185560 members 
Entering Unmasked Estep 
Score: -21392372.000000 Penalty: 6026.221680
	Iteration 62Q: 3 clusters Score -2.139237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 185566 members 
Entering Unmasked Estep 
Score: -21392382.000000 Penalty: 6026.221680
	Iteration 63Q: 3 clusters Score -2.139238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 185572 members 
Entering Unmasked Estep 
Score: -21392376.000000 Penalty: 6026.221680
	Iteration 64Q: 3 clusters Score -2.139238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 185581 members 
Entering Unmasked Estep 
Score: -21392366.000000 Penalty: 6026.221680
	Iteration 65Q: 3 clusters Score -2.139237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 185591 members 
Entering Unmasked Estep 
Score: -21392370.000000 Penalty: 6026.221680
	Iteration 66Q: 3 clusters Score -2.139237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 185601 members 
Entering Unmasked Estep 
Score: -21392376.000000 Penalty: 6026.221680
	Iteration 67Q: 3 clusters Score -2.139238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 185608 members 
Entering Unmasked Estep 
Score: -21392376.000000 Penalty: 6026.221680
	Iteration 68Q: 3 clusters Score -2.139238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 185614 members 
Entering Unmasked Estep 
Score: -21392376.000000 Penalty: 6026.221680
	Iteration 69Q: 3 clusters Score -2.139238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 185625 members 
Entering Unmasked Estep 
Score: -21392358.000000 Penalty: 6026.221680
	Iteration 70Q: 3 clusters Score -2.139236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 185637 members 
Entering Unmasked Estep 
Score: -21392350.000000 Penalty: 6026.221680
	Iteration 71Q: 3 clusters Score -2.139235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 185648 members 
Entering Unmasked Estep 
Score: -21392344.000000 Penalty: 6026.221680
	Iteration 72Q: 3 clusters Score -2.139234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 185665 members 
Entering Unmasked Estep 
Score: -21392328.000000 Penalty: 6026.221680
	Iteration 73Q: 3 clusters Score -2.139233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 185681 members 
Entering Unmasked Estep 
Score: -21392312.000000 Penalty: 6026.221680
	Iteration 74Q: 3 clusters Score -2.139231e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 185710 members 
Entering Unmasked Estep 
Score: -21392288.000000 Penalty: 6026.221680
	Iteration 75Q: 3 clusters Score -2.139229e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 185735 members 
Entering Unmasked Estep 
Score: -21392280.000000 Penalty: 6026.221680
	Iteration 76Q: 3 clusters Score -2.139228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 185753 members 
Entering Unmasked Estep 
Score: -21392302.000000 Penalty: 6026.221680
	Iteration 77Q: 3 clusters Score -2.13923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 185768 members 
Entering Unmasked Estep 
Score: -21392296.000000 Penalty: 6026.221680
	Iteration 78Q: 3 clusters Score -2.13923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 185781 members 
Entering Unmasked Estep 
Score: -21392308.000000 Penalty: 6026.221680
	Iteration 79Q: 3 clusters Score -2.139231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 185791 members 
Entering Unmasked Estep 
Score: -21392316.000000 Penalty: 6026.221680
	Iteration 80F: 3 clusters Score -2.139232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 185802 members 
Entering Unmasked Estep 
Score: -21392292.000000 Penalty: 6026.221680
	Iteration 81Q: 3 clusters Score -2.139229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 185814 members 
Entering Unmasked Estep 
Score: -21392320.000000 Penalty: 6026.221680
	Iteration 82Q: 3 clusters Score -2.139232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 185823 members 
Entering Unmasked Estep 
Score: -21392322.000000 Penalty: 6026.221680
	Iteration 83Q: 3 clusters Score -2.139232e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 185834 members 
Entering Unmasked Estep 
Score: -21392326.000000 Penalty: 6026.221680
	Iteration 84Q: 3 clusters Score -2.139233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 185844 members 
Entering Unmasked Estep 
Score: -21392322.000000 Penalty: 6026.221680
	Iteration 85Q: 3 clusters Score -2.139232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 185853 members 
Entering Unmasked Estep 
Score: -21392332.000000 Penalty: 6026.221680
	Iteration 86Q: 3 clusters Score -2.139233e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 185869 members 
Entering Unmasked Estep 
Score: -21392338.000000 Penalty: 6026.221680
	Iteration 87Q: 3 clusters Score -2.139234e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 185889 members 
Entering Unmasked Estep 
Score: -21392348.000000 Penalty: 6026.221680
	Iteration 88Q: 3 clusters Score -2.139235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 185906 members 
Entering Unmasked Estep 
Score: -21392354.000000 Penalty: 6026.221680
	Iteration 89Q: 3 clusters Score -2.139235e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 185917 members 
Entering Unmasked Estep 
Score: -21392354.000000 Penalty: 6026.221680
	Iteration 90Q: 3 clusters Score -2.139235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 185920 members 
Entering Unmasked Estep 
Score: -21392340.000000 Penalty: 6026.221680
	Iteration 91Q: 3 clusters Score -2.139234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 185923 members 
Entering Unmasked Estep 
Score: -21392352.000000 Penalty: 6026.221680
	Iteration 92Q: 3 clusters Score -2.139235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 185927 members 
Entering Unmasked Estep 
Score: -21392342.000000 Penalty: 6026.221680
	Iteration 93Q: 3 clusters Score -2.139234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 185930 members 
Entering Unmasked Estep 
Score: -21392338.000000 Penalty: 6026.221680
	Iteration 94Q: 3 clusters Score -2.139234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 185933 members 
Entering Unmasked Estep 
Score: -21392350.000000 Penalty: 6026.221680
	Iteration 95Q: 3 clusters Score -2.139235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 185936 members 
Entering Unmasked Estep 
Score: -21392342.000000 Penalty: 6026.221680
	Iteration 96Q: 3 clusters Score -2.139234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 185936 members 
Entering Unmasked Estep 
Score: -21392342.000000 Penalty: 6026.221680
	Iteration 97F: 3 clusters Score -2.139234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -52427.960938 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -52427.96 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 278 members 
Entering Unmasked Estep 
Score: -50933.152344 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -50933.15 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51228.859375 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -51228.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51343.757812 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -51343.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51406.867188 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -51406.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51447.652344 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -51447.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51472.234375 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -51472.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51507.937500 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -51507.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51545.183594 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -51545.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51564.656250 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -51564.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51582.542969 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -51582.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51603.015625 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -51603.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51612.687500 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -51612.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51620.121094 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -51620.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -51624.636719 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -51624.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51632.902344 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -51632.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51634.984375 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -51634.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51637.554688 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -51637.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51639.335938 Penalty: 3131.519775
	Iteration 17Q: 3 clusters Score -51639.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51639.335938 Penalty: 3131.519775
	Iteration 18F: 3 clusters Score -51639.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41213 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65407 members 
Mstep: Class 18 contains 238870 members 
Mstep: Class 19 contains 189026 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762480.000000 Penalty: 62942.238281
Iteration 239Q: 20 clusters Score -7.076248e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41212 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65393 members 
Mstep: Class 18 contains 238866 members 
Mstep: Class 19 contains 189036 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762400.000000 Penalty: 62942.238281
Iteration 240F: 20 clusters Score -7.07624e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41213 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16180 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65373 members 
Mstep: Class 18 contains 238856 members 
Mstep: Class 19 contains 189053 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762392.000000 Penalty: 62942.238281
Iteration 241Q: 20 clusters Score -7.076239e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41213 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16180 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65354 members 
Mstep: Class 18 contains 238850 members 
Mstep: Class 19 contains 189067 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762416.000000 Penalty: 62942.238281
Iteration 242Q: 20 clusters Score -7.076242e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41212 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16181 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65340 members 
Mstep: Class 18 contains 238845 members 
Mstep: Class 19 contains 189072 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762400.000000 Penalty: 62942.238281
Iteration 243Q: 20 clusters Score -7.07624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41211 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16181 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65332 members 
Mstep: Class 18 contains 238840 members 
Mstep: Class 19 contains 189074 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762440.000000 Penalty: 62942.238281
Iteration 244Q: 20 clusters Score -7.076244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41211 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16181 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65326 members 
Mstep: Class 18 contains 238837 members 
Mstep: Class 19 contains 189079 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762432.000000 Penalty: 62942.238281
Iteration 245Q: 20 clusters Score -7.076243e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41211 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16187 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65316 members 
Mstep: Class 18 contains 238834 members 
Mstep: Class 19 contains 189080 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762424.000000 Penalty: 62942.238281
Iteration 246Q: 20 clusters Score -7.076242e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41211 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16190 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65309 members 
Mstep: Class 18 contains 238821 members 
Mstep: Class 19 contains 189087 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762408.000000 Penalty: 62942.238281
Iteration 247Q: 20 clusters Score -7.076241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41210 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16192 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65300 members 
Mstep: Class 18 contains 238825 members 
Mstep: Class 19 contains 189085 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762360.000000 Penalty: 62942.238281
Iteration 248Q: 20 clusters Score -7.076236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41210 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16194 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65294 members 
Mstep: Class 18 contains 238826 members 
Mstep: Class 19 contains 189084 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762432.000000 Penalty: 62942.238281
Iteration 249Q: 20 clusters Score -7.076243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41210 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16194 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65290 members 
Mstep: Class 18 contains 238826 members 
Mstep: Class 19 contains 189085 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762392.000000 Penalty: 62942.238281
Iteration 250Q: 20 clusters Score -7.076239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41210 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16194 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65285 members 
Mstep: Class 18 contains 238826 members 
Mstep: Class 19 contains 189087 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762384.000000 Penalty: 62942.238281
Iteration 251Q: 20 clusters Score -7.076238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16193 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65280 members 
Mstep: Class 18 contains 238831 members 
Mstep: Class 19 contains 189090 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762360.000000 Penalty: 62942.238281
Iteration 252Q: 20 clusters Score -7.076236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16192 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65275 members 
Mstep: Class 18 contains 238830 members 
Mstep: Class 19 contains 189095 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762352.000000 Penalty: 62942.238281
Iteration 253Q: 20 clusters Score -7.076235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16192 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65272 members 
Mstep: Class 18 contains 238830 members 
Mstep: Class 19 contains 189095 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762360.000000 Penalty: 62942.238281
Iteration 254Q: 20 clusters Score -7.076236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16192 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65268 members 
Mstep: Class 18 contains 238832 members 
Mstep: Class 19 contains 189094 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762368.000000 Penalty: 62942.238281
Iteration 255Q: 20 clusters Score -7.076237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16192 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65265 members 
Mstep: Class 18 contains 238835 members 
Mstep: Class 19 contains 189092 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762360.000000 Penalty: 62942.238281
Iteration 256Q: 20 clusters Score -7.076236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16192 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65257 members 
Mstep: Class 18 contains 238839 members 
Mstep: Class 19 contains 189091 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762360.000000 Penalty: 62942.238281
Iteration 257Q: 20 clusters Score -7.076236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16192 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65250 members 
Mstep: Class 18 contains 238840 members 
Mstep: Class 19 contains 189091 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762328.000000 Penalty: 62942.238281
Iteration 258Q: 20 clusters Score -7.076233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16192 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65242 members 
Mstep: Class 18 contains 238841 members 
Mstep: Class 19 contains 189090 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762368.000000 Penalty: 62942.238281
Iteration 259Q: 20 clusters Score -7.076237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16192 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65236 members 
Mstep: Class 18 contains 238839 members 
Mstep: Class 19 contains 189089 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762304.000000 Penalty: 62942.238281
Iteration 260F: 20 clusters Score -7.07623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16192 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65232 members 
Mstep: Class 18 contains 238839 members 
Mstep: Class 19 contains 189090 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762288.000000 Penalty: 62942.238281
Iteration 261Q: 20 clusters Score -7.076229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16192 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65230 members 
Mstep: Class 18 contains 238839 members 
Mstep: Class 19 contains 189089 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762312.000000 Penalty: 62942.238281
Iteration 262Q: 20 clusters Score -7.076231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16192 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65224 members 
Mstep: Class 18 contains 238840 members 
Mstep: Class 19 contains 189088 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762320.000000 Penalty: 62942.238281
Iteration 263Q: 20 clusters Score -7.076232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16194 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65218 members 
Mstep: Class 18 contains 238841 members 
Mstep: Class 19 contains 189086 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762272.000000 Penalty: 62942.238281
Iteration 264Q: 20 clusters Score -7.076227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65211 members 
Mstep: Class 18 contains 238841 members 
Mstep: Class 19 contains 189086 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762280.000000 Penalty: 62942.238281
Iteration 265Q: 20 clusters Score -7.076228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65208 members 
Mstep: Class 18 contains 238840 members 
Mstep: Class 19 contains 189087 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762288.000000 Penalty: 62942.238281
Iteration 266Q: 20 clusters Score -7.076229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65201 members 
Mstep: Class 18 contains 238841 members 
Mstep: Class 19 contains 189087 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762312.000000 Penalty: 62942.238281
Iteration 267Q: 20 clusters Score -7.076231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65198 members 
Mstep: Class 18 contains 238839 members 
Mstep: Class 19 contains 189089 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762296.000000 Penalty: 62942.238281
Iteration 268Q: 20 clusters Score -7.07623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16194 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65193 members 
Mstep: Class 18 contains 238835 members 
Mstep: Class 19 contains 189096 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762280.000000 Penalty: 62942.238281
Iteration 269Q: 20 clusters Score -7.076228e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65187 members 
Mstep: Class 18 contains 238833 members 
Mstep: Class 19 contains 189099 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762248.000000 Penalty: 62942.238281
Iteration 270Q: 20 clusters Score -7.076225e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41210 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65172 members 
Mstep: Class 18 contains 238832 members 
Mstep: Class 19 contains 189105 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762256.000000 Penalty: 62942.238281
Iteration 271Q: 20 clusters Score -7.076226e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41210 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16196 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65155 members 
Mstep: Class 18 contains 238827 members 
Mstep: Class 19 contains 189110 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762240.000000 Penalty: 62942.238281
Iteration 272Q: 20 clusters Score -7.076224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41210 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65144 members 
Mstep: Class 18 contains 238822 members 
Mstep: Class 19 contains 189118 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762288.000000 Penalty: 62942.238281
Iteration 273Q: 20 clusters Score -7.076229e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41210 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16193 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65137 members 
Mstep: Class 18 contains 238820 members 
Mstep: Class 19 contains 189124 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762280.000000 Penalty: 62942.238281
Iteration 274Q: 20 clusters Score -7.076228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41210 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16194 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65125 members 
Mstep: Class 18 contains 238819 members 
Mstep: Class 19 contains 189128 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762320.000000 Penalty: 62942.238281
Iteration 275Q: 20 clusters Score -7.076232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41210 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16194 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65114 members 
Mstep: Class 18 contains 238815 members 
Mstep: Class 19 contains 189134 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762296.000000 Penalty: 62942.238281
Iteration 276Q: 20 clusters Score -7.07623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41210 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16194 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 14 contains 15888 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65099 members 
Mstep: Class 18 contains 238816 members 
Mstep: Class 19 contains 189134 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762288.000000 Penalty: 62942.238281
Iteration 277Q: 20 clusters Score -7.076229e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41210 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16194 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65084 members 
Mstep: Class 18 contains 238814 members 
Mstep: Class 19 contains 189140 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762240.000000 Penalty: 62942.238281
Iteration 278Q: 20 clusters Score -7.076224e+07 nChanged 31
Entering ConstructFrom: 
Score: -70762240.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (26084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Entering Unmasked Estep 
Score: -3016984.000000 Penalty: 2521.931152
	Iteration 0F: 2 clusters Score -3016984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2999089.250000 Penalty: 5043.862305
	Iteration 0F: 3 clusters Score -2999089 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3005301.750000 Penalty: 5043.862305
	Iteration 1F: 3 clusters Score -3005302 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3005763.250000 Penalty: 5043.862305
	Iteration 2F: 3 clusters Score -3005763 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3006269.250000 Penalty: 5043.862305
	Iteration 3Q: 3 clusters Score -3006269 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3006935.250000 Penalty: 5043.862305
	Iteration 4F: 3 clusters Score -3006935 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3007870.500000 Penalty: 5043.862305
	Iteration 5F: 3 clusters Score -3007870 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3009101.000000 Penalty: 5043.862305
	Iteration 6F: 3 clusters Score -3009101 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3010653.750000 Penalty: 5043.862305
	Iteration 7F: 3 clusters Score -3010654 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3012183.000000 Penalty: 5043.862305
	Iteration 8F: 3 clusters Score -3012183 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3013318.000000 Penalty: 5043.862305
	Iteration 9Q: 3 clusters Score -3013318 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3013988.500000 Penalty: 5043.862305
	Iteration 10Q: 3 clusters Score -3013988 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3014319.250000 Penalty: 5043.862305
	Iteration 11Q: 3 clusters Score -3014319 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3014500.250000 Penalty: 5043.862305
	Iteration 12Q: 3 clusters Score -3014500 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3014624.750000 Penalty: 5043.862305
	Iteration 13Q: 3 clusters Score -3014625 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3014692.500000 Penalty: 5043.862305
	Iteration 14Q: 3 clusters Score -3014692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3014727.250000 Penalty: 5043.862305
	Iteration 15Q: 3 clusters Score -3014727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3014763.250000 Penalty: 5043.862305
	Iteration 16Q: 3 clusters Score -3014763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3014782.000000 Penalty: 5043.862305
	Iteration 17Q: 3 clusters Score -3014782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3014791.500000 Penalty: 5043.862305
	Iteration 18Q: 3 clusters Score -3014792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3014803.500000 Penalty: 5043.862305
	Iteration 19Q: 3 clusters Score -3014804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3014820.250000 Penalty: 5043.862305
	Iteration 20F: 3 clusters Score -3014820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3014826.250000 Penalty: 5043.862305
	Iteration 21Q: 3 clusters Score -3014826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3014829.500000 Penalty: 5043.862305
	Iteration 22Q: 3 clusters Score -3014830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -3014832.500000 Penalty: 5043.862305
	Iteration 23Q: 3 clusters Score -3014832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3014843.500000 Penalty: 5043.862305
	Iteration 24Q: 3 clusters Score -3014844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3014847.250000 Penalty: 5043.862305
	Iteration 25Q: 3 clusters Score -3014847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3014847.500000 Penalty: 5043.862305
	Iteration 26Q: 3 clusters Score -3014848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3014849.000000 Penalty: 5043.862305
	Iteration 27Q: 3 clusters Score -3014849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3014852.000000 Penalty: 5043.862305
	Iteration 28Q: 3 clusters Score -3014852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3014852.000000 Penalty: 5043.862305
	Iteration 29F: 3 clusters Score -3014852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -92491.085938 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -92491.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -90666.117188 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -90666.12 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90896.117188 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -90896.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90977.898438 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -90977.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91027.257812 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -91027.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91076.304688 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -91076.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -91103.382812 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -91103.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91124.421875 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -91124.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91134.960938 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -91134.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91139.445312 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -91139.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -91144.460938 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -91144.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91146.492188 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -91146.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91153.429688 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -91153.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91161.976562 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -91161.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91170.273438 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -91170.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91170.992188 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -91170.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91170.992188 Penalty: 3325.996826
	Iteration 15F: 3 clusters Score -91170.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Entering Unmasked Estep 
Score: -4622505.500000 Penalty: 2635.362061
	Iteration 0F: 2 clusters Score -4622506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -4594858.000000 Penalty: 5270.724121
	Iteration 0F: 3 clusters Score -4594858 nChanged 18780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -4604949.500000 Penalty: 5270.724121
	Iteration 1F: 3 clusters Score -4604950 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -4605507.000000 Penalty: 5270.724121
	Iteration 2Q: 3 clusters Score -4605507 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4606141.500000 Penalty: 5270.724121
	Iteration 3Q: 3 clusters Score -4606142 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -4606827.000000 Penalty: 5270.724121
	Iteration 4Q: 3 clusters Score -4606827 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -4607623.000000 Penalty: 5270.724121
	Iteration 5Q: 3 clusters Score -4607623 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -4608491.500000 Penalty: 5270.724121
	Iteration 6F: 3 clusters Score -4608492 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -4609529.000000 Penalty: 5270.724121
	Iteration 7F: 3 clusters Score -4609529 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -4610829.500000 Penalty: 5270.724121
	Iteration 8F: 3 clusters Score -4610830 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -4612560.500000 Penalty: 5270.724121
	Iteration 9F: 3 clusters Score -4612560 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -4614711.500000 Penalty: 5270.724121
	Iteration 10F: 3 clusters Score -4614712 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -4617209.000000 Penalty: 5270.724121
	Iteration 11F: 3 clusters Score -4617209 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4619406.000000 Penalty: 5270.724121
	Iteration 12F: 3 clusters Score -4619406 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4620871.500000 Penalty: 5270.724121
	Iteration 13Q: 3 clusters Score -4620872 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4621663.500000 Penalty: 5270.724121
	Iteration 14Q: 3 clusters Score -4621664 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4621976.000000 Penalty: 5270.724121
	Iteration 15Q: 3 clusters Score -4621976 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4622166.000000 Penalty: 5270.724121
	Iteration 16Q: 3 clusters Score -4622166 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4622268.500000 Penalty: 5270.724121
	Iteration 17Q: 3 clusters Score -4622268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4622329.000000 Penalty: 5270.724121
	Iteration 18Q: 3 clusters Score -4622329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4622362.500000 Penalty: 5270.724121
	Iteration 19Q: 3 clusters Score -4622362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4622375.500000 Penalty: 5270.724121
	Iteration 20F: 3 clusters Score -4622376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4622400.500000 Penalty: 5270.724121
	Iteration 21Q: 3 clusters Score -4622400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4622419.000000 Penalty: 5270.724121
	Iteration 22Q: 3 clusters Score -4622419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4622433.000000 Penalty: 5270.724121
	Iteration 23Q: 3 clusters Score -4622433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4622436.500000 Penalty: 5270.724121
	Iteration 24Q: 3 clusters Score -4622436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4622447.500000 Penalty: 5270.724121
	Iteration 25Q: 3 clusters Score -4622448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4622449.500000 Penalty: 5270.724121
	Iteration 26Q: 3 clusters Score -4622450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4622458.000000 Penalty: 5270.724121
	Iteration 27Q: 3 clusters Score -4622458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4622455.500000 Penalty: 5270.724121
	Iteration 28Q: 3 clusters Score -4622456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4622453.000000 Penalty: 5270.724121
	Iteration 29Q: 3 clusters Score -4622453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4622453.000000 Penalty: 5270.724121
	Iteration 30F: 3 clusters Score -4622453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Entering Unmasked Estep 
Score: -347264.375000 Penalty: 2004.359131
	Iteration 0F: 2 clusters Score -347264.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -343876.093750 Penalty: 4008.718262
	Iteration 0F: 3 clusters Score -343876.1 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -344585.218750 Penalty: 4008.718262
	Iteration 1F: 3 clusters Score -344585.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -344737.031250 Penalty: 4008.718262
	Iteration 2F: 3 clusters Score -344737 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -344812.468750 Penalty: 4008.718262
	Iteration 3Q: 3 clusters Score -344812.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -344861.718750 Penalty: 4008.718262
	Iteration 4Q: 3 clusters Score -344861.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -344890.031250 Penalty: 4008.718262
	Iteration 5Q: 3 clusters Score -344890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -344917.218750 Penalty: 4008.718262
	Iteration 6Q: 3 clusters Score -344917.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -344937.000000 Penalty: 4008.718262
	Iteration 7Q: 3 clusters Score -344937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -344956.281250 Penalty: 4008.718262
	Iteration 8Q: 3 clusters Score -344956.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -344971.937500 Penalty: 4008.718262
	Iteration 9Q: 3 clusters Score -344971.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -344984.781250 Penalty: 4008.718262
	Iteration 10Q: 3 clusters Score -344984.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -344997.531250 Penalty: 4008.718262
	Iteration 11Q: 3 clusters Score -344997.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -345005.156250 Penalty: 4008.718262
	Iteration 12Q: 3 clusters Score -345005.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -345011.437500 Penalty: 4008.718262
	Iteration 13Q: 3 clusters Score -345011.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -345017.843750 Penalty: 4008.718262
	Iteration 14Q: 3 clusters Score -345017.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -345023.875000 Penalty: 4008.718262
	Iteration 15Q: 3 clusters Score -345023.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -345030.843750 Penalty: 4008.718262
	Iteration 16Q: 3 clusters Score -345030.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -345037.250000 Penalty: 4008.718262
	Iteration 17Q: 3 clusters Score -345037.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -345042.875000 Penalty: 4008.718262
	Iteration 18Q: 3 clusters Score -345042.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -345046.718750 Penalty: 4008.718262
	Iteration 19Q: 3 clusters Score -345046.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -345049.906250 Penalty: 4008.718262
	Iteration 20F: 3 clusters Score -345049.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -345054.968750 Penalty: 4008.718262
	Iteration 21Q: 3 clusters Score -345055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -345061.093750 Penalty: 4008.718262
	Iteration 22Q: 3 clusters Score -345061.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -345069.218750 Penalty: 4008.718262
	Iteration 23Q: 3 clusters Score -345069.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -345075.750000 Penalty: 4008.718262
	Iteration 24Q: 3 clusters Score -345075.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -345082.218750 Penalty: 4008.718262
	Iteration 25Q: 3 clusters Score -345082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -345085.593750 Penalty: 4008.718262
	Iteration 26Q: 3 clusters Score -345085.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -345089.968750 Penalty: 4008.718262
	Iteration 27Q: 3 clusters Score -345090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -345093.843750 Penalty: 4008.718262
	Iteration 28Q: 3 clusters Score -345093.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -345099.156250 Penalty: 4008.718262
	Iteration 29Q: 3 clusters Score -345099.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -345104.937500 Penalty: 4008.718262
	Iteration 30Q: 3 clusters Score -345104.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -345111.750000 Penalty: 4008.718262
	Iteration 31Q: 3 clusters Score -345111.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -345116.468750 Penalty: 4008.718262
	Iteration 32Q: 3 clusters Score -345116.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -345121.781250 Penalty: 4008.718262
	Iteration 33Q: 3 clusters Score -345121.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -345131.531250 Penalty: 4008.718262
	Iteration 34Q: 3 clusters Score -345131.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -345136.906250 Penalty: 4008.718262
	Iteration 35Q: 3 clusters Score -345136.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -345140.468750 Penalty: 4008.718262
	Iteration 36Q: 3 clusters Score -345140.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -345145.343750 Penalty: 4008.718262
	Iteration 37Q: 3 clusters Score -345145.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -345149.406250 Penalty: 4008.718262
	Iteration 38Q: 3 clusters Score -345149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -345152.031250 Penalty: 4008.718262
	Iteration 39Q: 3 clusters Score -345152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -345157.968750 Penalty: 4008.718262
	Iteration 40F: 3 clusters Score -345158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -345165.437500 Penalty: 4008.718262
	Iteration 41Q: 3 clusters Score -345165.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -345174.593750 Penalty: 4008.718262
	Iteration 42Q: 3 clusters Score -345174.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -345183.250000 Penalty: 4008.718262
	Iteration 43Q: 3 clusters Score -345183.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -345187.562500 Penalty: 4008.718262
	Iteration 44Q: 3 clusters Score -345187.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -345193.437500 Penalty: 4008.718262
	Iteration 45Q: 3 clusters Score -345193.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -345202.062500 Penalty: 4008.718262
	Iteration 46Q: 3 clusters Score -345202.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -345207.031250 Penalty: 4008.718262
	Iteration 47Q: 3 clusters Score -345207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -345212.531250 Penalty: 4008.718262
	Iteration 48Q: 3 clusters Score -345212.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -345218.781250 Penalty: 4008.718262
	Iteration 49Q: 3 clusters Score -345218.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -345224.000000 Penalty: 4008.718262
	Iteration 50Q: 3 clusters Score -345224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -345233.468750 Penalty: 4008.718262
	Iteration 51Q: 3 clusters Score -345233.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -345242.937500 Penalty: 4008.718262
	Iteration 52Q: 3 clusters Score -345242.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -345256.843750 Penalty: 4008.718262
	Iteration 53Q: 3 clusters Score -345256.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -345271.437500 Penalty: 4008.718262
	Iteration 54Q: 3 clusters Score -345271.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -345281.375000 Penalty: 4008.718262
	Iteration 55Q: 3 clusters Score -345281.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -345289.031250 Penalty: 4008.718262
	Iteration 56Q: 3 clusters Score -345289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -345295.531250 Penalty: 4008.718262
	Iteration 57Q: 3 clusters Score -345295.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -345300.562500 Penalty: 4008.718262
	Iteration 58Q: 3 clusters Score -345300.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -345306.187500 Penalty: 4008.718262
	Iteration 59Q: 3 clusters Score -345306.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -345309.781250 Penalty: 4008.718262
	Iteration 60F: 3 clusters Score -345309.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -345314.562500 Penalty: 4008.718262
	Iteration 61Q: 3 clusters Score -345314.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -345317.156250 Penalty: 4008.718262
	Iteration 62Q: 3 clusters Score -345317.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -345325.531250 Penalty: 4008.718262
	Iteration 63Q: 3 clusters Score -345325.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -345332.437500 Penalty: 4008.718262
	Iteration 64Q: 3 clusters Score -345332.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -345341.968750 Penalty: 4008.718262
	Iteration 65Q: 3 clusters Score -345342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -345349.906250 Penalty: 4008.718262
	Iteration 66Q: 3 clusters Score -345349.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -345358.093750 Penalty: 4008.718262
	Iteration 67Q: 3 clusters Score -345358.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -345365.312500 Penalty: 4008.718262
	Iteration 68Q: 3 clusters Score -345365.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -345371.812500 Penalty: 4008.718262
	Iteration 69Q: 3 clusters Score -345371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -345373.718750 Penalty: 4008.718262
	Iteration 70Q: 3 clusters Score -345373.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -345378.593750 Penalty: 4008.718262
	Iteration 71Q: 3 clusters Score -345378.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -345380.843750 Penalty: 4008.718262
	Iteration 72Q: 3 clusters Score -345380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -345381.593750 Penalty: 4008.718262
	Iteration 73Q: 3 clusters Score -345381.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -345381.593750 Penalty: 4008.718262
	Iteration 74F: 3 clusters Score -345381.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72620.726562 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72620.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70942.718750 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -70942.72 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -71135.156250 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71135.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71178.375000 Penalty: 3215.621338
	Iteration 2Q: 3 clusters Score -71178.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -71198.757812 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71198.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71210.382812 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71210.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -71222.726562 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71222.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71233.039062 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71233.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71233.039062 Penalty: 3215.621338
	Iteration 7F: 3 clusters Score -71233.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -95356.429688 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -95356.43 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 458 members 
Entering Unmasked Estep 
Score: -93518.914062 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -93518.91 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -93807.617188 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -93807.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -93879.718750 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -93879.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -93942.007812 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -93942.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94014.867188 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -94014.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -94064.875000 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -94064.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -94142.218750 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -94142.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -94202.773438 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -94202.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -94224.429688 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -94224.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -94230.734375 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -94230.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -94232.125000 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -94232.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -94232.125000 Penalty: 3352.590576
	Iteration 11F: 3 clusters Score -94232.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -97460.906250 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -97460.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95598.414062 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -95598.41 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -96018.250000 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -96018.25 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -96247.757812 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -96247.76 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96441.164062 Penalty: 3391.848877
	Iteration 3F: 3 clusters Score -96441.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96690.546875 Penalty: 3391.848877
	Iteration 4F: 3 clusters Score -96690.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -96930.859375 Penalty: 3391.848877
	Iteration 5F: 3 clusters Score -96930.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97192.414062 Penalty: 3391.848877
	Iteration 6F: 3 clusters Score -97192.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -97416.984375 Penalty: 3391.848877
	Iteration 7F: 3 clusters Score -97416.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -97498.617188 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -97498.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -97515.945312 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -97515.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97520.398438 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -97520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97520.398438 Penalty: 3391.848877
	Iteration 11F: 3 clusters Score -97520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41211 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 13 contains 438 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65064 members 
Mstep: Class 18 contains 238810 members 
Mstep: Class 19 contains 189145 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70760728.000000 Penalty: 66254.992188
Splitting cluster 7 changes total score from -70762240.000000 to -70760728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -130332.500000 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -130332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -128240.007812 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -128240 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -128540.750000 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -128540.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -128619.625000 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -128619.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128669.171875 Penalty: 3502.846924
	Iteration 3Q: 3 clusters Score -128669.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128697.273438 Penalty: 3502.846924
	Iteration 4Q: 3 clusters Score -128697.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128720.976562 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -128721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -128736.648438 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -128736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -128745.117188 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -128745.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128757.296875 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -128757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -128761.109375 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -128761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -128762.734375 Penalty: 3502.846924
	Iteration 10Q: 3 clusters Score -128762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -128762.734375 Penalty: 3502.846924
	Iteration 11F: 3 clusters Score -128762.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -128002.476562 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -128002.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125888.875000 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -125888.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -126584.507812 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -126584.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -127039.242188 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -127039.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -127289.343750 Penalty: 3568.812988
	Iteration 3F: 3 clusters Score -127289.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -127472.539062 Penalty: 3568.812988
	Iteration 4F: 3 clusters Score -127472.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -127622.195312 Penalty: 3568.812988
	Iteration 5Q: 3 clusters Score -127622.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -127726.304688 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -127726.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -127833.710938 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -127833.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -127890.640625 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -127890.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -127976.687500 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -127976.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -128080.445312 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -128080.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -128180.640625 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -128180.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -128263.570312 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -128263.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -128317.656250 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -128317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -128361.531250 Penalty: 3568.812988
	Iteration 14Q: 3 clusters Score -128361.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -128379.234375 Penalty: 3568.812988
	Iteration 15Q: 3 clusters Score -128379.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -128396.054688 Penalty: 3568.812988
	Iteration 16Q: 3 clusters Score -128396.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -128397.921875 Penalty: 3568.812988
	Iteration 17Q: 3 clusters Score -128397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -128414.820312 Penalty: 3568.812988
	Iteration 18F: 3 clusters Score -128414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -128447.960938 Penalty: 3568.812988
	Iteration 19Q: 3 clusters Score -128448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -128468.671875 Penalty: 3568.812988
	Iteration 20F: 3 clusters Score -128468.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -128482.562500 Penalty: 3568.812988
	Iteration 21Q: 3 clusters Score -128482.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -128526.843750 Penalty: 3568.812988
	Iteration 22Q: 3 clusters Score -128526.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -128584.781250 Penalty: 3568.812988
	Iteration 23Q: 3 clusters Score -128584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -128652.687500 Penalty: 3568.812988
	Iteration 24Q: 3 clusters Score -128652.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -128740.632812 Penalty: 3568.812988
	Iteration 25Q: 3 clusters Score -128740.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -128770.101562 Penalty: 3568.812988
	Iteration 26Q: 3 clusters Score -128770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -128781.054688 Penalty: 3568.812988
	Iteration 27Q: 3 clusters Score -128781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -128801.109375 Penalty: 3568.812988
	Iteration 28Q: 3 clusters Score -128801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -128805.375000 Penalty: 3568.812988
	Iteration 29Q: 3 clusters Score -128805.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -128805.375000 Penalty: 3568.812988
	Iteration 30F: 3 clusters Score -128805.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41211 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65064 members 
Mstep: Class 18 contains 238810 members 
Mstep: Class 19 contains 189145 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70761536.000000 Penalty: 66254.992188
Splitting cluster 9 changes total score from -70762240.000000 to -70761536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -70977.781250 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -70977.78 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 369 members 
Entering Unmasked Estep 
Score: -69231.390625 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -69231.39 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69506.054688 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -69506.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69589.906250 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -69589.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69642.085938 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -69642.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69689.953125 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -69689.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69761.015625 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -69761.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69838.617188 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -69838.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69925.414062 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -69925.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -70135.203125 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -70135.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70324.679688 Penalty: 3270.829102
	Iteration 9F: 3 clusters Score -70324.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -70523.664062 Penalty: 3270.829102
	Iteration 10F: 3 clusters Score -70523.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70769.656250 Penalty: 3270.829102
	Iteration 11F: 3 clusters Score -70769.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -71072.414062 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -71072.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71160.468750 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -71160.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71168.976562 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -71168.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71176.398438 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -71176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71179.093750 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -71179.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71179.882812 Penalty: 3270.829102
	Iteration 17Q: 3 clusters Score -71179.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71181.007812 Penalty: 3270.829102
	Iteration 18Q: 3 clusters Score -71181.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71181.007812 Penalty: 3270.829102
	Iteration 19F: 3 clusters Score -71181.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41211 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 323 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 13 contains 408 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65064 members 
Mstep: Class 18 contains 238810 members 
Mstep: Class 19 contains 189145 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70760824.000000 Penalty: 66254.992188
Splitting cluster 10 changes total score from -70762240.000000 to -70760824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (16195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Entering Unmasked Estep 
Score: -1878498.750000 Penalty: 2403.729736
	Iteration 0F: 2 clusters Score -1878499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1866861.125000 Penalty: 4807.459473
	Iteration 0F: 3 clusters Score -1866861 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1870588.625000 Penalty: 4807.459473
	Iteration 1F: 3 clusters Score -1870589 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1870987.000000 Penalty: 4807.459473
	Iteration 2F: 3 clusters Score -1870987 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1871323.875000 Penalty: 4807.459473
	Iteration 3Q: 3 clusters Score -1871324 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1871704.250000 Penalty: 4807.459473
	Iteration 4Q: 3 clusters Score -1871704 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1872119.250000 Penalty: 4807.459473
	Iteration 5Q: 3 clusters Score -1872119 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1872572.625000 Penalty: 4807.459473
	Iteration 6F: 3 clusters Score -1872573 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1873086.250000 Penalty: 4807.459473
	Iteration 7F: 3 clusters Score -1873086 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1873627.000000 Penalty: 4807.459473
	Iteration 8F: 3 clusters Score -1873627 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1874158.125000 Penalty: 4807.459473
	Iteration 9Q: 3 clusters Score -1874158 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1874696.375000 Penalty: 4807.459473
	Iteration 10Q: 3 clusters Score -1874696 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1875177.875000 Penalty: 4807.459473
	Iteration 11Q: 3 clusters Score -1875178 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1875582.000000 Penalty: 4807.459473
	Iteration 12Q: 3 clusters Score -1875582 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1875910.125000 Penalty: 4807.459473
	Iteration 13Q: 3 clusters Score -1875910 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1876136.125000 Penalty: 4807.459473
	Iteration 14Q: 3 clusters Score -1876136 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1876290.750000 Penalty: 4807.459473
	Iteration 15Q: 3 clusters Score -1876291 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1876376.750000 Penalty: 4807.459473
	Iteration 16Q: 3 clusters Score -1876377 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1876435.875000 Penalty: 4807.459473
	Iteration 17Q: 3 clusters Score -1876436 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1876484.500000 Penalty: 4807.459473
	Iteration 18Q: 3 clusters Score -1876484 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1876521.625000 Penalty: 4807.459473
	Iteration 19Q: 3 clusters Score -1876522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1876553.625000 Penalty: 4807.459473
	Iteration 20F: 3 clusters Score -1876554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1876584.750000 Penalty: 4807.459473
	Iteration 21Q: 3 clusters Score -1876585 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1876611.625000 Penalty: 4807.459473
	Iteration 22Q: 3 clusters Score -1876612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1876630.250000 Penalty: 4807.459473
	Iteration 23Q: 3 clusters Score -1876630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1876642.875000 Penalty: 4807.459473
	Iteration 24Q: 3 clusters Score -1876643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1876657.000000 Penalty: 4807.459473
	Iteration 25Q: 3 clusters Score -1876657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1876663.625000 Penalty: 4807.459473
	Iteration 26Q: 3 clusters Score -1876664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1876673.500000 Penalty: 4807.459473
	Iteration 27Q: 3 clusters Score -1876674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1876673.000000 Penalty: 4807.459473
	Iteration 28Q: 3 clusters Score -1876673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1876676.000000 Penalty: 4807.459473
	Iteration 29Q: 3 clusters Score -1876676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1876684.375000 Penalty: 4807.459473
	Iteration 30Q: 3 clusters Score -1876684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1876689.375000 Penalty: 4807.459473
	Iteration 31Q: 3 clusters Score -1876689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1876694.375000 Penalty: 4807.459473
	Iteration 32Q: 3 clusters Score -1876694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1876697.375000 Penalty: 4807.459473
	Iteration 33Q: 3 clusters Score -1876697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1876704.125000 Penalty: 4807.459473
	Iteration 34Q: 3 clusters Score -1876704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1876708.000000 Penalty: 4807.459473
	Iteration 35Q: 3 clusters Score -1876708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1876710.875000 Penalty: 4807.459473
	Iteration 36Q: 3 clusters Score -1876711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1876715.875000 Penalty: 4807.459473
	Iteration 37Q: 3 clusters Score -1876716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1876717.500000 Penalty: 4807.459473
	Iteration 38Q: 3 clusters Score -1876718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1876722.375000 Penalty: 4807.459473
	Iteration 39Q: 3 clusters Score -1876722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1876726.250000 Penalty: 4807.459473
	Iteration 40F: 3 clusters Score -1876726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1876727.750000 Penalty: 4807.459473
	Iteration 41Q: 3 clusters Score -1876728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1876726.250000 Penalty: 4807.459473
	Iteration 42Q: 3 clusters Score -1876726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1876736.625000 Penalty: 4807.459473
	Iteration 43Q: 3 clusters Score -1876737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1876747.875000 Penalty: 4807.459473
	Iteration 44Q: 3 clusters Score -1876748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1876750.375000 Penalty: 4807.459473
	Iteration 45Q: 3 clusters Score -1876750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1876757.500000 Penalty: 4807.459473
	Iteration 46Q: 3 clusters Score -1876758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1876763.500000 Penalty: 4807.459473
	Iteration 47Q: 3 clusters Score -1876764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1876770.875000 Penalty: 4807.459473
	Iteration 48Q: 3 clusters Score -1876771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1876775.125000 Penalty: 4807.459473
	Iteration 49Q: 3 clusters Score -1876775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1876782.000000 Penalty: 4807.459473
	Iteration 50Q: 3 clusters Score -1876782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1876784.125000 Penalty: 4807.459473
	Iteration 51Q: 3 clusters Score -1876784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1876790.125000 Penalty: 4807.459473
	Iteration 52Q: 3 clusters Score -1876790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1876794.500000 Penalty: 4807.459473
	Iteration 53Q: 3 clusters Score -1876794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1876797.250000 Penalty: 4807.459473
	Iteration 54Q: 3 clusters Score -1876797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1876802.250000 Penalty: 4807.459473
	Iteration 55Q: 3 clusters Score -1876802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1876800.875000 Penalty: 4807.459473
	Iteration 56Q: 3 clusters Score -1876801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1876800.000000 Penalty: 4807.459473
	Iteration 57Q: 3 clusters Score -1876800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1876803.000000 Penalty: 4807.459473
	Iteration 58Q: 3 clusters Score -1876803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1876803.875000 Penalty: 4807.459473
	Iteration 59Q: 3 clusters Score -1876804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1876805.500000 Penalty: 4807.459473
	Iteration 60F: 3 clusters Score -1876806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1876806.000000 Penalty: 4807.459473
	Iteration 61Q: 3 clusters Score -1876806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1876806.875000 Penalty: 4807.459473
	Iteration 62Q: 3 clusters Score -1876807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1876807.375000 Penalty: 4807.459473
	Iteration 63Q: 3 clusters Score -1876807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1876807.750000 Penalty: 4807.459473
	Iteration 64Q: 3 clusters Score -1876808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1876807.250000 Penalty: 4807.459473
	Iteration 65Q: 3 clusters Score -1876807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1876809.500000 Penalty: 4807.459473
	Iteration 66Q: 3 clusters Score -1876810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1876809.500000 Penalty: 4807.459473
	Iteration 67F: 3 clusters Score -1876810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Entering Unmasked Estep 
Score: -2096022.875000 Penalty: 2431.158691
	Iteration 0F: 2 clusters Score -2096023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2083110.500000 Penalty: 4862.317383
	Iteration 0F: 3 clusters Score -2083110 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2087614.750000 Penalty: 4862.317383
	Iteration 1F: 3 clusters Score -2087615 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2088168.000000 Penalty: 4862.317383
	Iteration 2F: 3 clusters Score -2088168 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2088593.250000 Penalty: 4862.317383
	Iteration 3F: 3 clusters Score -2088593 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2088943.625000 Penalty: 4862.317383
	Iteration 4Q: 3 clusters Score -2088944 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2089252.125000 Penalty: 4862.317383
	Iteration 5Q: 3 clusters Score -2089252 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2089547.500000 Penalty: 4862.317383
	Iteration 6Q: 3 clusters Score -2089548 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2089833.375000 Penalty: 4862.317383
	Iteration 7Q: 3 clusters Score -2089833 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2090135.375000 Penalty: 4862.317383
	Iteration 8Q: 3 clusters Score -2090135 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2090454.000000 Penalty: 4862.317383
	Iteration 9Q: 3 clusters Score -2090454 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2090744.625000 Penalty: 4862.317383
	Iteration 10Q: 3 clusters Score -2090745 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2091000.125000 Penalty: 4862.317383
	Iteration 11Q: 3 clusters Score -2091000 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2091230.250000 Penalty: 4862.317383
	Iteration 12Q: 3 clusters Score -2091230 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2091447.500000 Penalty: 4862.317383
	Iteration 13Q: 3 clusters Score -2091448 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2091652.750000 Penalty: 4862.317383
	Iteration 14Q: 3 clusters Score -2091653 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2091847.000000 Penalty: 4862.317383
	Iteration 15Q: 3 clusters Score -2091847 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2092011.875000 Penalty: 4862.317383
	Iteration 16Q: 3 clusters Score -2092012 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2092144.000000 Penalty: 4862.317383
	Iteration 17Q: 3 clusters Score -2092144 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2092235.125000 Penalty: 4862.317383
	Iteration 18Q: 3 clusters Score -2092235 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2092331.250000 Penalty: 4862.317383
	Iteration 19Q: 3 clusters Score -2092331 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2092422.625000 Penalty: 4862.317383
	Iteration 20F: 3 clusters Score -2092423 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2092511.250000 Penalty: 4862.317383
	Iteration 21Q: 3 clusters Score -2092511 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2092611.000000 Penalty: 4862.317383
	Iteration 22Q: 3 clusters Score -2092611 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2092705.875000 Penalty: 4862.317383
	Iteration 23Q: 3 clusters Score -2092706 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2092798.625000 Penalty: 4862.317383
	Iteration 24Q: 3 clusters Score -2092799 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2092900.000000 Penalty: 4862.317383
	Iteration 25Q: 3 clusters Score -2092900 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2092984.250000 Penalty: 4862.317383
	Iteration 26Q: 3 clusters Score -2092984 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2093066.250000 Penalty: 4862.317383
	Iteration 27Q: 3 clusters Score -2093066 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2093159.375000 Penalty: 4862.317383
	Iteration 28Q: 3 clusters Score -2093159 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2093227.625000 Penalty: 4862.317383
	Iteration 29Q: 3 clusters Score -2093228 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2093296.875000 Penalty: 4862.317383
	Iteration 30Q: 3 clusters Score -2093297 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2093362.875000 Penalty: 4862.317383
	Iteration 31Q: 3 clusters Score -2093363 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2093430.000000 Penalty: 4862.317383
	Iteration 32Q: 3 clusters Score -2093430 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2093499.000000 Penalty: 4862.317383
	Iteration 33Q: 3 clusters Score -2093499 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2093564.750000 Penalty: 4862.317383
	Iteration 34Q: 3 clusters Score -2093565 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2093616.250000 Penalty: 4862.317383
	Iteration 35Q: 3 clusters Score -2093616 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2093661.500000 Penalty: 4862.317383
	Iteration 36Q: 3 clusters Score -2093662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2093695.125000 Penalty: 4862.317383
	Iteration 37Q: 3 clusters Score -2093695 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2093722.875000 Penalty: 4862.317383
	Iteration 38Q: 3 clusters Score -2093723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2093753.875000 Penalty: 4862.317383
	Iteration 39Q: 3 clusters Score -2093754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2093787.000000 Penalty: 4862.317383
	Iteration 40F: 3 clusters Score -2093787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2093806.375000 Penalty: 4862.317383
	Iteration 41Q: 3 clusters Score -2093806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2093826.000000 Penalty: 4862.317383
	Iteration 42Q: 3 clusters Score -2093826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2093838.000000 Penalty: 4862.317383
	Iteration 43Q: 3 clusters Score -2093838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2093850.375000 Penalty: 4862.317383
	Iteration 44Q: 3 clusters Score -2093850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2093858.125000 Penalty: 4862.317383
	Iteration 45Q: 3 clusters Score -2093858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2093867.125000 Penalty: 4862.317383
	Iteration 46Q: 3 clusters Score -2093867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2093876.250000 Penalty: 4862.317383
	Iteration 47Q: 3 clusters Score -2093876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2093885.875000 Penalty: 4862.317383
	Iteration 48Q: 3 clusters Score -2093886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2093894.625000 Penalty: 4862.317383
	Iteration 49Q: 3 clusters Score -2093895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2093895.500000 Penalty: 4862.317383
	Iteration 50Q: 3 clusters Score -2093896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2093898.125000 Penalty: 4862.317383
	Iteration 51Q: 3 clusters Score -2093898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2093904.500000 Penalty: 4862.317383
	Iteration 52Q: 3 clusters Score -2093904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2093908.500000 Penalty: 4862.317383
	Iteration 53Q: 3 clusters Score -2093908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2093910.000000 Penalty: 4862.317383
	Iteration 54Q: 3 clusters Score -2093910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2093915.125000 Penalty: 4862.317383
	Iteration 55Q: 3 clusters Score -2093915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2093914.375000 Penalty: 4862.317383
	Iteration 56Q: 3 clusters Score -2093914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2093922.500000 Penalty: 4862.317383
	Iteration 57Q: 3 clusters Score -2093922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2093929.500000 Penalty: 4862.317383
	Iteration 58Q: 3 clusters Score -2093930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2093932.500000 Penalty: 4862.317383
	Iteration 59Q: 3 clusters Score -2093932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2093937.500000 Penalty: 4862.317383
	Iteration 60F: 3 clusters Score -2093938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2093944.000000 Penalty: 4862.317383
	Iteration 61Q: 3 clusters Score -2093944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2093946.000000 Penalty: 4862.317383
	Iteration 62Q: 3 clusters Score -2093946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2093950.625000 Penalty: 4862.317383
	Iteration 63Q: 3 clusters Score -2093951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2093954.875000 Penalty: 4862.317383
	Iteration 64Q: 3 clusters Score -2093955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2093954.250000 Penalty: 4862.317383
	Iteration 65Q: 3 clusters Score -2093954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2093959.500000 Penalty: 4862.317383
	Iteration 66Q: 3 clusters Score -2093960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2093963.250000 Penalty: 4862.317383
	Iteration 67Q: 3 clusters Score -2093963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2093969.000000 Penalty: 4862.317383
	Iteration 68Q: 3 clusters Score -2093969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2093975.750000 Penalty: 4862.317383
	Iteration 69Q: 3 clusters Score -2093976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2093981.000000 Penalty: 4862.317383
	Iteration 70Q: 3 clusters Score -2093981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2093985.625000 Penalty: 4862.317383
	Iteration 71Q: 3 clusters Score -2093986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2093989.000000 Penalty: 4862.317383
	Iteration 72Q: 3 clusters Score -2093989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2093988.875000 Penalty: 4862.317383
	Iteration 73Q: 3 clusters Score -2093989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2093989.500000 Penalty: 4862.317383
	Iteration 74Q: 3 clusters Score -2093990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2093991.500000 Penalty: 4862.317383
	Iteration 75Q: 3 clusters Score -2093992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2093991.500000 Penalty: 4862.317383
	Iteration 76F: 3 clusters Score -2093992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Entering Unmasked Estep 
Score: -1842975.125000 Penalty: 2398.952148
	Iteration 0F: 2 clusters Score -1842975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1831465.250000 Penalty: 4797.904297
	Iteration 0F: 3 clusters Score -1831465 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1835111.750000 Penalty: 4797.904297
	Iteration 1F: 3 clusters Score -1835112 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1835447.250000 Penalty: 4797.904297
	Iteration 2F: 3 clusters Score -1835447 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1835725.125000 Penalty: 4797.904297
	Iteration 3Q: 3 clusters Score -1835725 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1835965.000000 Penalty: 4797.904297
	Iteration 4Q: 3 clusters Score -1835965 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1836190.125000 Penalty: 4797.904297
	Iteration 5Q: 3 clusters Score -1836190 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1836400.125000 Penalty: 4797.904297
	Iteration 6Q: 3 clusters Score -1836400 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1836628.000000 Penalty: 4797.904297
	Iteration 7Q: 3 clusters Score -1836628 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1836888.375000 Penalty: 4797.904297
	Iteration 8Q: 3 clusters Score -1836888 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1837180.250000 Penalty: 4797.904297
	Iteration 9Q: 3 clusters Score -1837180 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1837538.625000 Penalty: 4797.904297
	Iteration 10Q: 3 clusters Score -1837539 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1837927.625000 Penalty: 4797.904297
	Iteration 11Q: 3 clusters Score -1837928 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1838351.375000 Penalty: 4797.904297
	Iteration 12Q: 3 clusters Score -1838351 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1838804.500000 Penalty: 4797.904297
	Iteration 13Q: 3 clusters Score -1838804 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1839175.000000 Penalty: 4797.904297
	Iteration 14Q: 3 clusters Score -1839175 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1839430.375000 Penalty: 4797.904297
	Iteration 15Q: 3 clusters Score -1839430 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1839628.250000 Penalty: 4797.904297
	Iteration 16Q: 3 clusters Score -1839628 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1839793.875000 Penalty: 4797.904297
	Iteration 17Q: 3 clusters Score -1839794 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1839956.875000 Penalty: 4797.904297
	Iteration 18Q: 3 clusters Score -1839957 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1840100.125000 Penalty: 4797.904297
	Iteration 19Q: 3 clusters Score -1840100 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1840222.000000 Penalty: 4797.904297
	Iteration 20F: 3 clusters Score -1840222 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1840307.000000 Penalty: 4797.904297
	Iteration 21Q: 3 clusters Score -1840307 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1840384.000000 Penalty: 4797.904297
	Iteration 22Q: 3 clusters Score -1840384 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1840449.250000 Penalty: 4797.904297
	Iteration 23Q: 3 clusters Score -1840449 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1840513.625000 Penalty: 4797.904297
	Iteration 24Q: 3 clusters Score -1840514 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1840568.625000 Penalty: 4797.904297
	Iteration 25Q: 3 clusters Score -1840569 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1840616.125000 Penalty: 4797.904297
	Iteration 26Q: 3 clusters Score -1840616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1840656.000000 Penalty: 4797.904297
	Iteration 27Q: 3 clusters Score -1840656 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1840688.500000 Penalty: 4797.904297
	Iteration 28Q: 3 clusters Score -1840688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1840722.875000 Penalty: 4797.904297
	Iteration 29Q: 3 clusters Score -1840723 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1840755.000000 Penalty: 4797.904297
	Iteration 30Q: 3 clusters Score -1840755 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1840772.625000 Penalty: 4797.904297
	Iteration 31Q: 3 clusters Score -1840773 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1840786.875000 Penalty: 4797.904297
	Iteration 32Q: 3 clusters Score -1840787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1840802.125000 Penalty: 4797.904297
	Iteration 33Q: 3 clusters Score -1840802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1840809.000000 Penalty: 4797.904297
	Iteration 34Q: 3 clusters Score -1840809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1840814.000000 Penalty: 4797.904297
	Iteration 35Q: 3 clusters Score -1840814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1840821.750000 Penalty: 4797.904297
	Iteration 36Q: 3 clusters Score -1840822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1840823.750000 Penalty: 4797.904297
	Iteration 37Q: 3 clusters Score -1840824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1840827.750000 Penalty: 4797.904297
	Iteration 38Q: 3 clusters Score -1840828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1840824.625000 Penalty: 4797.904297
	Iteration 39Q: 3 clusters Score -1840825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1840828.375000 Penalty: 4797.904297
	Iteration 40F: 3 clusters Score -1840828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1840828.125000 Penalty: 4797.904297
	Iteration 41Q: 3 clusters Score -1840828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1840827.750000 Penalty: 4797.904297
	Iteration 42Q: 3 clusters Score -1840828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1840830.125000 Penalty: 4797.904297
	Iteration 43Q: 3 clusters Score -1840830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1840834.125000 Penalty: 4797.904297
	Iteration 44Q: 3 clusters Score -1840834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1840835.375000 Penalty: 4797.904297
	Iteration 45Q: 3 clusters Score -1840835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1840839.625000 Penalty: 4797.904297
	Iteration 46Q: 3 clusters Score -1840840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1840836.875000 Penalty: 4797.904297
	Iteration 47Q: 3 clusters Score -1840837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1840840.000000 Penalty: 4797.904297
	Iteration 48Q: 3 clusters Score -1840840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1840839.500000 Penalty: 4797.904297
	Iteration 49Q: 3 clusters Score -1840840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1840840.375000 Penalty: 4797.904297
	Iteration 50Q: 3 clusters Score -1840840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1840844.125000 Penalty: 4797.904297
	Iteration 51Q: 3 clusters Score -1840844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1840845.250000 Penalty: 4797.904297
	Iteration 52Q: 3 clusters Score -1840845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1840845.625000 Penalty: 4797.904297
	Iteration 53Q: 3 clusters Score -1840846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1840842.500000 Penalty: 4797.904297
	Iteration 54Q: 3 clusters Score -1840842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1840843.625000 Penalty: 4797.904297
	Iteration 55Q: 3 clusters Score -1840844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1840843.625000 Penalty: 4797.904297
	Iteration 56Q: 3 clusters Score -1840844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1840843.875000 Penalty: 4797.904297
	Iteration 57Q: 3 clusters Score -1840844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1840847.875000 Penalty: 4797.904297
	Iteration 58Q: 3 clusters Score -1840848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1840847.125000 Penalty: 4797.904297
	Iteration 59Q: 3 clusters Score -1840847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1840847.125000 Penalty: 4797.904297
	Iteration 60F: 3 clusters Score -1840847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Entering Unmasked Estep 
Score: -985425.125000 Penalty: 2257.068848
	Iteration 0F: 2 clusters Score -985425.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -978486.250000 Penalty: 4514.137695
	Iteration 0F: 3 clusters Score -978486.2 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -980673.250000 Penalty: 4514.137695
	Iteration 1F: 3 clusters Score -980673.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -981453.562500 Penalty: 4514.137695
	Iteration 2F: 3 clusters Score -981453.6 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -982332.750000 Penalty: 4514.137695
	Iteration 3F: 3 clusters Score -982332.8 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -983161.125000 Penalty: 4514.137695
	Iteration 4F: 3 clusters Score -983161.1 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -983748.750000 Penalty: 4514.137695
	Iteration 5F: 3 clusters Score -983748.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -984068.937500 Penalty: 4514.137695
	Iteration 6F: 3 clusters Score -984068.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -984223.375000 Penalty: 4514.137695
	Iteration 7Q: 3 clusters Score -984223.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -984306.250000 Penalty: 4514.137695
	Iteration 8Q: 3 clusters Score -984306.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -984342.437500 Penalty: 4514.137695
	Iteration 9Q: 3 clusters Score -984342.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -984364.187500 Penalty: 4514.137695
	Iteration 10Q: 3 clusters Score -984364.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -984379.500000 Penalty: 4514.137695
	Iteration 11Q: 3 clusters Score -984379.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -984388.937500 Penalty: 4514.137695
	Iteration 12Q: 3 clusters Score -984388.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -984394.937500 Penalty: 4514.137695
	Iteration 13Q: 3 clusters Score -984394.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -984399.625000 Penalty: 4514.137695
	Iteration 14Q: 3 clusters Score -984399.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -984404.500000 Penalty: 4514.137695
	Iteration 15Q: 3 clusters Score -984404.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -984413.937500 Penalty: 4514.137695
	Iteration 16Q: 3 clusters Score -984413.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -984417.000000 Penalty: 4514.137695
	Iteration 17Q: 3 clusters Score -984417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -984421.375000 Penalty: 4514.137695
	Iteration 18Q: 3 clusters Score -984421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -984424.875000 Penalty: 4514.137695
	Iteration 19Q: 3 clusters Score -984424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -984424.937500 Penalty: 4514.137695
	Iteration 20F: 3 clusters Score -984424.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -984428.437500 Penalty: 4514.137695
	Iteration 21Q: 3 clusters Score -984428.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -984430.687500 Penalty: 4514.137695
	Iteration 22Q: 3 clusters Score -984430.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -984432.562500 Penalty: 4514.137695
	Iteration 23Q: 3 clusters Score -984432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -984432.250000 Penalty: 4514.137695
	Iteration 24Q: 3 clusters Score -984432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -984433.125000 Penalty: 4514.137695
	Iteration 25Q: 3 clusters Score -984433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -984433.125000 Penalty: 4514.137695
	Iteration 26F: 3 clusters Score -984433.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Entering Unmasked Estep 
Score: -340051.468750 Penalty: 1987.964844
	Iteration 0F: 2 clusters Score -340051.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -336754.031250 Penalty: 3975.929688
	Iteration 0F: 3 clusters Score -336754 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -337359.125000 Penalty: 3975.929688
	Iteration 1F: 3 clusters Score -337359.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -337516.218750 Penalty: 3975.929688
	Iteration 2F: 3 clusters Score -337516.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -337608.718750 Penalty: 3975.929688
	Iteration 3Q: 3 clusters Score -337608.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -337667.500000 Penalty: 3975.929688
	Iteration 4Q: 3 clusters Score -337667.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -337706.031250 Penalty: 3975.929688
	Iteration 5Q: 3 clusters Score -337706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -337734.625000 Penalty: 3975.929688
	Iteration 6Q: 3 clusters Score -337734.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -337759.093750 Penalty: 3975.929688
	Iteration 7Q: 3 clusters Score -337759.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -337771.812500 Penalty: 3975.929688
	Iteration 8Q: 3 clusters Score -337771.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -337775.906250 Penalty: 3975.929688
	Iteration 9Q: 3 clusters Score -337775.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -337778.656250 Penalty: 3975.929688
	Iteration 10Q: 3 clusters Score -337778.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -337783.875000 Penalty: 3975.929688
	Iteration 11Q: 3 clusters Score -337783.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -337788.406250 Penalty: 3975.929688
	Iteration 12Q: 3 clusters Score -337788.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -337791.875000 Penalty: 3975.929688
	Iteration 13Q: 3 clusters Score -337791.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -337795.593750 Penalty: 3975.929688
	Iteration 14Q: 3 clusters Score -337795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -337796.343750 Penalty: 3975.929688
	Iteration 15Q: 3 clusters Score -337796.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -337799.187500 Penalty: 3975.929688
	Iteration 16Q: 3 clusters Score -337799.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -337800.781250 Penalty: 3975.929688
	Iteration 17Q: 3 clusters Score -337800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -337804.843750 Penalty: 3975.929688
	Iteration 18Q: 3 clusters Score -337804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -337807.531250 Penalty: 3975.929688
	Iteration 19Q: 3 clusters Score -337807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -337809.062500 Penalty: 3975.929688
	Iteration 20F: 3 clusters Score -337809.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -337813.968750 Penalty: 3975.929688
	Iteration 21Q: 3 clusters Score -337814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -337815.312500 Penalty: 3975.929688
	Iteration 22Q: 3 clusters Score -337815.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -337817.406250 Penalty: 3975.929688
	Iteration 23Q: 3 clusters Score -337817.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -337820.156250 Penalty: 3975.929688
	Iteration 24Q: 3 clusters Score -337820.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -337824.437500 Penalty: 3975.929688
	Iteration 25Q: 3 clusters Score -337824.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -337826.156250 Penalty: 3975.929688
	Iteration 26Q: 3 clusters Score -337826.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -337828.281250 Penalty: 3975.929688
	Iteration 27Q: 3 clusters Score -337828.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -337829.562500 Penalty: 3975.929688
	Iteration 28Q: 3 clusters Score -337829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -337832.687500 Penalty: 3975.929688
	Iteration 29Q: 3 clusters Score -337832.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -337837.312500 Penalty: 3975.929688
	Iteration 30Q: 3 clusters Score -337837.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -337838.781250 Penalty: 3975.929688
	Iteration 31Q: 3 clusters Score -337838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -337839.968750 Penalty: 3975.929688
	Iteration 32Q: 3 clusters Score -337840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -337840.875000 Penalty: 3975.929688
	Iteration 33Q: 3 clusters Score -337840.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -337841.156250 Penalty: 3975.929688
	Iteration 34Q: 3 clusters Score -337841.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -337841.156250 Penalty: 3975.929688
	Iteration 35F: 3 clusters Score -337841.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Entering Unmasked Estep 
Score: -7405283.000000 Penalty: 2748.615479
	Iteration 0F: 2 clusters Score -7405283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -7361680.500000 Penalty: 5497.230957
	Iteration 0F: 3 clusters Score -7361680 nChanged 30285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -7378552.000000 Penalty: 5497.230957
	Iteration 1F: 3 clusters Score -7378552 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -7379161.500000 Penalty: 5497.230957
	Iteration 2Q: 3 clusters Score -7379162 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -7379898.000000 Penalty: 5497.230957
	Iteration 3Q: 3 clusters Score -7379898 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -7380689.500000 Penalty: 5497.230957
	Iteration 4Q: 3 clusters Score -7380690 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -7381961.500000 Penalty: 5497.230957
	Iteration 5Q: 3 clusters Score -7381962 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -7383800.000000 Penalty: 5497.230957
	Iteration 6Q: 3 clusters Score -7383800 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -7386237.000000 Penalty: 5497.230957
	Iteration 7F: 3 clusters Score -7386237 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -7389342.500000 Penalty: 5497.230957
	Iteration 8F: 3 clusters Score -7389342 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -7392734.500000 Penalty: 5497.230957
	Iteration 9F: 3 clusters Score -7392734 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -7395830.000000 Penalty: 5497.230957
	Iteration 10F: 3 clusters Score -7395830 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 59187 members 
Entering Unmasked Estep 
Score: -7398385.500000 Penalty: 5497.230957
	Iteration 11Q: 3 clusters Score -7398386 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -7400213.000000 Penalty: 5497.230957
	Iteration 12Q: 3 clusters Score -7400213 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -7401344.000000 Penalty: 5497.230957
	Iteration 13Q: 3 clusters Score -7401344 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -7401976.000000 Penalty: 5497.230957
	Iteration 14Q: 3 clusters Score -7401976 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -7402380.500000 Penalty: 5497.230957
	Iteration 15Q: 3 clusters Score -7402380 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -7402588.000000 Penalty: 5497.230957
	Iteration 16Q: 3 clusters Score -7402588 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -7402713.000000 Penalty: 5497.230957
	Iteration 17Q: 3 clusters Score -7402713 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -7402774.000000 Penalty: 5497.230957
	Iteration 18Q: 3 clusters Score -7402774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -7402825.000000 Penalty: 5497.230957
	Iteration 19Q: 3 clusters Score -7402825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -7402830.000000 Penalty: 5497.230957
	Iteration 20F: 3 clusters Score -7402830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -7402862.500000 Penalty: 5497.230957
	Iteration 21Q: 3 clusters Score -7402862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -7402876.000000 Penalty: 5497.230957
	Iteration 22Q: 3 clusters Score -7402876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -7402886.000000 Penalty: 5497.230957
	Iteration 23Q: 3 clusters Score -7402886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -7402908.500000 Penalty: 5497.230957
	Iteration 24Q: 3 clusters Score -7402908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -7402924.500000 Penalty: 5497.230957
	Iteration 25Q: 3 clusters Score -7402924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -7402930.000000 Penalty: 5497.230957
	Iteration 26Q: 3 clusters Score -7402930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -7402935.500000 Penalty: 5497.230957
	Iteration 27Q: 3 clusters Score -7402936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -7402933.500000 Penalty: 5497.230957
	Iteration 28Q: 3 clusters Score -7402934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -7402936.000000 Penalty: 5497.230957
	Iteration 29Q: 3 clusters Score -7402936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -7402940.500000 Penalty: 5497.230957
	Iteration 30Q: 3 clusters Score -7402940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -7402944.000000 Penalty: 5497.230957
	Iteration 31Q: 3 clusters Score -7402944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -7402946.500000 Penalty: 5497.230957
	Iteration 32Q: 3 clusters Score -7402946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -7402955.000000 Penalty: 5497.230957
	Iteration 33Q: 3 clusters Score -7402955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -7402958.500000 Penalty: 5497.230957
	Iteration 34Q: 3 clusters Score -7402958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -7402961.500000 Penalty: 5497.230957
	Iteration 35Q: 3 clusters Score -7402962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -7402963.500000 Penalty: 5497.230957
	Iteration 36Q: 3 clusters Score -7402964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -7402961.500000 Penalty: 5497.230957
	Iteration 37Q: 3 clusters Score -7402962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -7402967.000000 Penalty: 5497.230957
	Iteration 38Q: 3 clusters Score -7402967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -7402967.000000 Penalty: 5497.230957
	Iteration 39F: 3 clusters Score -7402967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (238810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238810 members 
Entering Unmasked Estep 
Score: -27206066.000000 Penalty: 3071.089111
	Iteration 0F: 2 clusters Score -2.720607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119097 members 
Mstep: Class 2 contains 119713 members 
Entering Unmasked Estep 
Score: -27051826.000000 Penalty: 6142.178223
	Iteration 0F: 3 clusters Score -2.705183e+07 nChanged 114952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114803 members 
Mstep: Class 2 contains 124007 members 
Entering Unmasked Estep 
Score: -27118944.000000 Penalty: 6142.178223
	Iteration 1F: 3 clusters Score -2.711894e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111667 members 
Mstep: Class 2 contains 127143 members 
Entering Unmasked Estep 
Score: -27119980.000000 Penalty: 6142.178223
	Iteration 2Q: 3 clusters Score -2.711998e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106861 members 
Mstep: Class 2 contains 131949 members 
Entering Unmasked Estep 
Score: -27121110.000000 Penalty: 6142.178223
	Iteration 3Q: 3 clusters Score -2.712111e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99568 members 
Mstep: Class 2 contains 139242 members 
Entering Unmasked Estep 
Score: -27123778.000000 Penalty: 6142.178223
	Iteration 4Q: 3 clusters Score -2.712378e+07 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 150296 members 
Entering Unmasked Estep 
Score: -27128620.000000 Penalty: 6142.178223
	Iteration 5Q: 3 clusters Score -2.712862e+07 nChanged 16117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 166329 members 
Entering Unmasked Estep 
Score: -27138618.000000 Penalty: 6142.178223
	Iteration 6F: 3 clusters Score -2.713862e+07 nChanged 21047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 187362 members 
Entering Unmasked Estep 
Score: -27155420.000000 Penalty: 6142.178223
	Iteration 7F: 3 clusters Score -2.715542e+07 nChanged 22279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 209639 members 
Entering Unmasked Estep 
Score: -27175002.000000 Penalty: 6142.178223
	Iteration 8F: 3 clusters Score -2.7175e+07 nChanged 16617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 226254 members 
Entering Unmasked Estep 
Score: -27190832.000000 Penalty: 6142.178223
	Iteration 9F: 3 clusters Score -2.719083e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 234486 members 
Entering Unmasked Estep 
Score: -27199120.000000 Penalty: 6142.178223
	Iteration 10Q: 3 clusters Score -2.719912e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 237388 members 
Entering Unmasked Estep 
Score: -27202116.000000 Penalty: 6142.178223
	Iteration 11Q: 3 clusters Score -2.720212e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 238178 members 
Entering Unmasked Estep 
Score: -27202926.000000 Penalty: 6142.178223
	Iteration 12Q: 3 clusters Score -2.720293e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 238395 members 
Entering Unmasked Estep 
Score: -27203218.000000 Penalty: 6142.178223
	Iteration 13Q: 3 clusters Score -2.720322e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 238461 members 
Entering Unmasked Estep 
Score: -27203354.000000 Penalty: 6142.178223
	Iteration 14Q: 3 clusters Score -2.720335e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 238497 members 
Entering Unmasked Estep 
Score: -27203396.000000 Penalty: 6142.178223
	Iteration 15Q: 3 clusters Score -2.72034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 238514 members 
Entering Unmasked Estep 
Score: -27203404.000000 Penalty: 6142.178223
	Iteration 16Q: 3 clusters Score -2.72034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 238528 members 
Entering Unmasked Estep 
Score: -27203430.000000 Penalty: 6142.178223
	Iteration 17Q: 3 clusters Score -2.720343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 238532 members 
Entering Unmasked Estep 
Score: -27203478.000000 Penalty: 6142.178223
	Iteration 18Q: 3 clusters Score -2.720348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 238532 members 
Entering Unmasked Estep 
Score: -27203506.000000 Penalty: 6142.178223
	Iteration 19Q: 3 clusters Score -2.720351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 238534 members 
Entering Unmasked Estep 
Score: -27203530.000000 Penalty: 6142.178223
	Iteration 20F: 3 clusters Score -2.720353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 238537 members 
Entering Unmasked Estep 
Score: -27203552.000000 Penalty: 6142.178223
	Iteration 21Q: 3 clusters Score -2.720355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 238540 members 
Entering Unmasked Estep 
Score: -27203552.000000 Penalty: 6142.178223
	Iteration 22Q: 3 clusters Score -2.720355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238541 members 
Entering Unmasked Estep 
Score: -27203556.000000 Penalty: 6142.178223
	Iteration 23Q: 3 clusters Score -2.720356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 238543 members 
Entering Unmasked Estep 
Score: -27203556.000000 Penalty: 6142.178223
	Iteration 24Q: 3 clusters Score -2.720356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 238544 members 
Entering Unmasked Estep 
Score: -27203560.000000 Penalty: 6142.178223
	Iteration 25Q: 3 clusters Score -2.720356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 238544 members 
Entering Unmasked Estep 
Score: -27203560.000000 Penalty: 6142.178223
	Iteration 26F: 3 clusters Score -2.720356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189145 members 
Entering Unmasked Estep 
Score: -21407162.000000 Penalty: 3013.266846
	Iteration 0F: 2 clusters Score -2.140716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94667 members 
Mstep: Class 2 contains 94478 members 
Entering Unmasked Estep 
Score: -21282388.000000 Penalty: 6026.533691
	Iteration 0F: 3 clusters Score -2.128239e+07 nChanged 90896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 93886 members 
Entering Unmasked Estep 
Score: -21335944.000000 Penalty: 6026.533691
	Iteration 1F: 3 clusters Score -2.133594e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95397 members 
Mstep: Class 2 contains 93748 members 
Entering Unmasked Estep 
Score: -21338178.000000 Penalty: 6026.533691
	Iteration 2Q: 3 clusters Score -2.133818e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -21341140.000000 Penalty: 6026.533691
	Iteration 3Q: 3 clusters Score -2.134114e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -21345048.000000 Penalty: 6026.533691
	Iteration 4Q: 3 clusters Score -2.134505e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 93255 members 
Entering Unmasked Estep 
Score: -21350586.000000 Penalty: 6026.533691
	Iteration 5F: 3 clusters Score -2.135059e+07 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 93156 members 
Entering Unmasked Estep 
Score: -21357358.000000 Penalty: 6026.533691
	Iteration 6F: 3 clusters Score -2.135736e+07 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96062 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -21365184.000000 Penalty: 6026.533691
	Iteration 7F: 3 clusters Score -2.136518e+07 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 93058 members 
Entering Unmasked Estep 
Score: -21373024.000000 Penalty: 6026.533691
	Iteration 8F: 3 clusters Score -2.137302e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -21378568.000000 Penalty: 6026.533691
	Iteration 9F: 3 clusters Score -2.137857e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 93324 members 
Entering Unmasked Estep 
Score: -21381106.000000 Penalty: 6026.533691
	Iteration 10Q: 3 clusters Score -2.138111e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95764 members 
Mstep: Class 2 contains 93381 members 
Entering Unmasked Estep 
Score: -21382020.000000 Penalty: 6026.533691
	Iteration 11Q: 3 clusters Score -2.138202e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 93366 members 
Entering Unmasked Estep 
Score: -21382428.000000 Penalty: 6026.533691
	Iteration 12Q: 3 clusters Score -2.138243e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95809 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -21382788.000000 Penalty: 6026.533691
	Iteration 13Q: 3 clusters Score -2.138279e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 93258 members 
Entering Unmasked Estep 
Score: -21382932.000000 Penalty: 6026.533691
	Iteration 14Q: 3 clusters Score -2.138293e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 93219 members 
Entering Unmasked Estep 
Score: -21382948.000000 Penalty: 6026.533691
	Iteration 15Q: 3 clusters Score -2.138295e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95942 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -21382974.000000 Penalty: 6026.533691
	Iteration 16Q: 3 clusters Score -2.138297e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95991 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -21383066.000000 Penalty: 6026.533691
	Iteration 17Q: 3 clusters Score -2.138307e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 93151 members 
Entering Unmasked Estep 
Score: -21383126.000000 Penalty: 6026.533691
	Iteration 18Q: 3 clusters Score -2.138313e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95967 members 
Mstep: Class 2 contains 93178 members 
Entering Unmasked Estep 
Score: -21383210.000000 Penalty: 6026.533691
	Iteration 19Q: 3 clusters Score -2.138321e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95921 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -21383324.000000 Penalty: 6026.533691
	Iteration 20F: 3 clusters Score -2.138332e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Mstep: Class 2 contains 93292 members 
Entering Unmasked Estep 
Score: -21383396.000000 Penalty: 6026.533691
	Iteration 21Q: 3 clusters Score -2.13834e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95744 members 
Mstep: Class 2 contains 93401 members 
Entering Unmasked Estep 
Score: -21383458.000000 Penalty: 6026.533691
	Iteration 22Q: 3 clusters Score -2.138346e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -21383506.000000 Penalty: 6026.533691
	Iteration 23Q: 3 clusters Score -2.138351e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95545 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -21383584.000000 Penalty: 6026.533691
	Iteration 24Q: 3 clusters Score -2.138358e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95477 members 
Mstep: Class 2 contains 93668 members 
Entering Unmasked Estep 
Score: -21383594.000000 Penalty: 6026.533691
	Iteration 25Q: 3 clusters Score -2.138359e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -21383610.000000 Penalty: 6026.533691
	Iteration 26Q: 3 clusters Score -2.138361e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -21383728.000000 Penalty: 6026.533691
	Iteration 27Q: 3 clusters Score -2.138373e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -21383810.000000 Penalty: 6026.533691
	Iteration 28Q: 3 clusters Score -2.138381e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 93834 members 
Entering Unmasked Estep 
Score: -21383838.000000 Penalty: 6026.533691
	Iteration 29Q: 3 clusters Score -2.138384e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 93898 members 
Entering Unmasked Estep 
Score: -21383856.000000 Penalty: 6026.533691
	Iteration 30Q: 3 clusters Score -2.138386e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95162 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -21383796.000000 Penalty: 6026.533691
	Iteration 31Q: 3 clusters Score -2.13838e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95083 members 
Mstep: Class 2 contains 94062 members 
Entering Unmasked Estep 
Score: -21383792.000000 Penalty: 6026.533691
	Iteration 32Q: 3 clusters Score -2.138379e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -21383798.000000 Penalty: 6026.533691
	Iteration 33Q: 3 clusters Score -2.13838e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94978 members 
Mstep: Class 2 contains 94167 members 
Entering Unmasked Estep 
Score: -21383778.000000 Penalty: 6026.533691
	Iteration 34Q: 3 clusters Score -2.138378e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94932 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -21383780.000000 Penalty: 6026.533691
	Iteration 35Q: 3 clusters Score -2.138378e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94851 members 
Mstep: Class 2 contains 94294 members 
Entering Unmasked Estep 
Score: -21383844.000000 Penalty: 6026.533691
	Iteration 36Q: 3 clusters Score -2.138384e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 94331 members 
Entering Unmasked Estep 
Score: -21383814.000000 Penalty: 6026.533691
	Iteration 37Q: 3 clusters Score -2.138381e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 94376 members 
Entering Unmasked Estep 
Score: -21383860.000000 Penalty: 6026.533691
	Iteration 38Q: 3 clusters Score -2.138386e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94697 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -21383914.000000 Penalty: 6026.533691
	Iteration 39Q: 3 clusters Score -2.138391e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 94505 members 
Entering Unmasked Estep 
Score: -21383946.000000 Penalty: 6026.533691
	Iteration 40F: 3 clusters Score -2.138395e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94570 members 
Mstep: Class 2 contains 94575 members 
Entering Unmasked Estep 
Score: -21383964.000000 Penalty: 6026.533691
	Iteration 41Q: 3 clusters Score -2.138396e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94524 members 
Mstep: Class 2 contains 94621 members 
Entering Unmasked Estep 
Score: -21383970.000000 Penalty: 6026.533691
	Iteration 42Q: 3 clusters Score -2.138397e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94486 members 
Mstep: Class 2 contains 94659 members 
Entering Unmasked Estep 
Score: -21383978.000000 Penalty: 6026.533691
	Iteration 43Q: 3 clusters Score -2.138398e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94438 members 
Mstep: Class 2 contains 94707 members 
Entering Unmasked Estep 
Score: -21383976.000000 Penalty: 6026.533691
	Iteration 44Q: 3 clusters Score -2.138398e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94363 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -21383962.000000 Penalty: 6026.533691
	Iteration 45Q: 3 clusters Score -2.138396e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94254 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -21383934.000000 Penalty: 6026.533691
	Iteration 46Q: 3 clusters Score -2.138393e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94135 members 
Mstep: Class 2 contains 95010 members 
Entering Unmasked Estep 
Score: -21383894.000000 Penalty: 6026.533691
	Iteration 47Q: 3 clusters Score -2.138389e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 95128 members 
Entering Unmasked Estep 
Score: -21383978.000000 Penalty: 6026.533691
	Iteration 48Q: 3 clusters Score -2.138398e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -21384004.000000 Penalty: 6026.533691
	Iteration 49Q: 3 clusters Score -2.1384e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93742 members 
Mstep: Class 2 contains 95403 members 
Entering Unmasked Estep 
Score: -21383982.000000 Penalty: 6026.533691
	Iteration 50Q: 3 clusters Score -2.138398e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 95582 members 
Entering Unmasked Estep 
Score: -21383992.000000 Penalty: 6026.533691
	Iteration 51Q: 3 clusters Score -2.138399e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 95781 members 
Entering Unmasked Estep 
Score: -21384016.000000 Penalty: 6026.533691
	Iteration 52Q: 3 clusters Score -2.138402e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 95976 members 
Entering Unmasked Estep 
Score: -21384024.000000 Penalty: 6026.533691
	Iteration 53Q: 3 clusters Score -2.138402e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -21384056.000000 Penalty: 6026.533691
	Iteration 54Q: 3 clusters Score -2.138406e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 96457 members 
Entering Unmasked Estep 
Score: -21384044.000000 Penalty: 6026.533691
	Iteration 55Q: 3 clusters Score -2.138404e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92444 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -21384094.000000 Penalty: 6026.533691
	Iteration 56Q: 3 clusters Score -2.138409e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92160 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -21384088.000000 Penalty: 6026.533691
	Iteration 57Q: 3 clusters Score -2.138409e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91830 members 
Mstep: Class 2 contains 97315 members 
Entering Unmasked Estep 
Score: -21384076.000000 Penalty: 6026.533691
	Iteration 58Q: 3 clusters Score -2.138408e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 97648 members 
Entering Unmasked Estep 
Score: -21384200.000000 Penalty: 6026.533691
	Iteration 59Q: 3 clusters Score -2.13842e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91138 members 
Mstep: Class 2 contains 98007 members 
Entering Unmasked Estep 
Score: -21384182.000000 Penalty: 6026.533691
	Iteration 60F: 3 clusters Score -2.138418e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90708 members 
Mstep: Class 2 contains 98437 members 
Entering Unmasked Estep 
Score: -21384280.000000 Penalty: 6026.533691
	Iteration 61Q: 3 clusters Score -2.138428e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90203 members 
Mstep: Class 2 contains 98942 members 
Entering Unmasked Estep 
Score: -21384412.000000 Penalty: 6026.533691
	Iteration 62Q: 3 clusters Score -2.138441e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89643 members 
Mstep: Class 2 contains 99502 members 
Entering Unmasked Estep 
Score: -21384424.000000 Penalty: 6026.533691
	Iteration 63Q: 3 clusters Score -2.138442e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 100129 members 
Entering Unmasked Estep 
Score: -21384504.000000 Penalty: 6026.533691
	Iteration 64Q: 3 clusters Score -2.13845e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -21384524.000000 Penalty: 6026.533691
	Iteration 65Q: 3 clusters Score -2.138452e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87561 members 
Mstep: Class 2 contains 101584 members 
Entering Unmasked Estep 
Score: -21384536.000000 Penalty: 6026.533691
	Iteration 66Q: 3 clusters Score -2.138454e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86749 members 
Mstep: Class 2 contains 102396 members 
Entering Unmasked Estep 
Score: -21384568.000000 Penalty: 6026.533691
	Iteration 67Q: 3 clusters Score -2.138457e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85866 members 
Mstep: Class 2 contains 103279 members 
Entering Unmasked Estep 
Score: -21384690.000000 Penalty: 6026.533691
	Iteration 68Q: 3 clusters Score -2.138469e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -21384846.000000 Penalty: 6026.533691
	Iteration 69Q: 3 clusters Score -2.138485e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
Score: -21384958.000000 Penalty: 6026.533691
	Iteration 70Q: 3 clusters Score -2.138496e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82775 members 
Mstep: Class 2 contains 106370 members 
Entering Unmasked Estep 
Score: -21385166.000000 Penalty: 6026.533691
	Iteration 71Q: 3 clusters Score -2.138517e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -21385448.000000 Penalty: 6026.533691
	Iteration 72Q: 3 clusters Score -2.138545e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 108868 members 
Entering Unmasked Estep 
Score: -21385672.000000 Penalty: 6026.533691
	Iteration 73Q: 3 clusters Score -2.138567e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 110256 members 
Entering Unmasked Estep 
Score: -21386018.000000 Penalty: 6026.533691
	Iteration 74Q: 3 clusters Score -2.138602e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 111776 members 
Entering Unmasked Estep 
Score: -21386216.000000 Penalty: 6026.533691
	Iteration 75Q: 3 clusters Score -2.138622e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 113472 members 
Entering Unmasked Estep 
Score: -21386630.000000 Penalty: 6026.533691
	Iteration 76Q: 3 clusters Score -2.138663e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -21387074.000000 Penalty: 6026.533691
	Iteration 77Q: 3 clusters Score -2.138707e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 117151 members 
Entering Unmasked Estep 
Score: -21387518.000000 Penalty: 6026.533691
	Iteration 78Q: 3 clusters Score -2.138752e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70073 members 
Mstep: Class 2 contains 119072 members 
Entering Unmasked Estep 
Score: -21387826.000000 Penalty: 6026.533691
	Iteration 79Q: 3 clusters Score -2.138783e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 120985 members 
Entering Unmasked Estep 
Score: -21388156.000000 Penalty: 6026.533691
	Iteration 80F: 3 clusters Score -2.138816e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66132 members 
Mstep: Class 2 contains 123013 members 
Entering Unmasked Estep 
Score: -21388598.000000 Penalty: 6026.533691
	Iteration 81Q: 3 clusters Score -2.13886e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64033 members 
Mstep: Class 2 contains 125112 members 
Entering Unmasked Estep 
Score: -21389004.000000 Penalty: 6026.533691
	Iteration 82Q: 3 clusters Score -2.1389e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 127243 members 
Entering Unmasked Estep 
Score: -21389532.000000 Penalty: 6026.533691
	Iteration 83Q: 3 clusters Score -2.138953e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 129347 members 
Entering Unmasked Estep 
Score: -21390046.000000 Penalty: 6026.533691
	Iteration 84Q: 3 clusters Score -2.139005e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 131511 members 
Entering Unmasked Estep 
Score: -21390490.000000 Penalty: 6026.533691
	Iteration 85Q: 3 clusters Score -2.139049e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 133637 members 
Entering Unmasked Estep 
Score: -21390962.000000 Penalty: 6026.533691
	Iteration 86Q: 3 clusters Score -2.139096e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 135827 members 
Entering Unmasked Estep 
Score: -21391376.000000 Penalty: 6026.533691
	Iteration 87Q: 3 clusters Score -2.139138e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 138036 members 
Entering Unmasked Estep 
Score: -21391900.000000 Penalty: 6026.533691
	Iteration 88Q: 3 clusters Score -2.13919e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 140204 members 
Entering Unmasked Estep 
Score: -21392466.000000 Penalty: 6026.533691
	Iteration 89Q: 3 clusters Score -2.139247e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 142464 members 
Entering Unmasked Estep 
Score: -21392956.000000 Penalty: 6026.533691
	Iteration 90Q: 3 clusters Score -2.139296e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 144662 members 
Entering Unmasked Estep 
Score: -21393516.000000 Penalty: 6026.533691
	Iteration 91Q: 3 clusters Score -2.139352e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 146807 members 
Entering Unmasked Estep 
Score: -21394172.000000 Penalty: 6026.533691
	Iteration 92Q: 3 clusters Score -2.139417e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 148969 members 
Entering Unmasked Estep 
Score: -21394646.000000 Penalty: 6026.533691
	Iteration 93Q: 3 clusters Score -2.139465e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 151148 members 
Entering Unmasked Estep 
Score: -21395240.000000 Penalty: 6026.533691
	Iteration 94Q: 3 clusters Score -2.139524e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 153325 members 
Entering Unmasked Estep 
Score: -21395718.000000 Penalty: 6026.533691
	Iteration 95Q: 3 clusters Score -2.139572e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 155436 members 
Entering Unmasked Estep 
Score: -21396310.000000 Penalty: 6026.533691
	Iteration 96Q: 3 clusters Score -2.139631e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 157400 members 
Entering Unmasked Estep 
Score: -21396824.000000 Penalty: 6026.533691
	Iteration 97Q: 3 clusters Score -2.139682e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 159253 members 
Entering Unmasked Estep 
Score: -21397262.000000 Penalty: 6026.533691
	Iteration 98Q: 3 clusters Score -2.139726e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 161012 members 
Entering Unmasked Estep 
Score: -21397740.000000 Penalty: 6026.533691
	Iteration 99Q: 3 clusters Score -2.139774e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 162717 members 
Entering Unmasked Estep 
Score: -21398218.000000 Penalty: 6026.533691
	Iteration 100F: 3 clusters Score -2.139822e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 164391 members 
Entering Unmasked Estep 
Score: -21398644.000000 Penalty: 6026.533691
	Iteration 101Q: 3 clusters Score -2.139864e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 165952 members 
Entering Unmasked Estep 
Score: -21399046.000000 Penalty: 6026.533691
	Iteration 102Q: 3 clusters Score -2.139905e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 167441 members 
Entering Unmasked Estep 
Score: -21399364.000000 Penalty: 6026.533691
	Iteration 103Q: 3 clusters Score -2.139936e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 168916 members 
Entering Unmasked Estep 
Score: -21399786.000000 Penalty: 6026.533691
	Iteration 104Q: 3 clusters Score -2.139979e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 170366 members 
Entering Unmasked Estep 
Score: -21400088.000000 Penalty: 6026.533691
	Iteration 105Q: 3 clusters Score -2.140009e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 171761 members 
Entering Unmasked Estep 
Score: -21400434.000000 Penalty: 6026.533691
	Iteration 106Q: 3 clusters Score -2.140043e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 173119 members 
Entering Unmasked Estep 
Score: -21400862.000000 Penalty: 6026.533691
	Iteration 107Q: 3 clusters Score -2.140086e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 174421 members 
Entering Unmasked Estep 
Score: -21401298.000000 Penalty: 6026.533691
	Iteration 108Q: 3 clusters Score -2.14013e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 175645 members 
Entering Unmasked Estep 
Score: -21401750.000000 Penalty: 6026.533691
	Iteration 109Q: 3 clusters Score -2.140175e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 176825 members 
Entering Unmasked Estep 
Score: -21402140.000000 Penalty: 6026.533691
	Iteration 110Q: 3 clusters Score -2.140214e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 177944 members 
Entering Unmasked Estep 
Score: -21402602.000000 Penalty: 6026.533691
	Iteration 111Q: 3 clusters Score -2.14026e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 179009 members 
Entering Unmasked Estep 
Score: -21402956.000000 Penalty: 6026.533691
	Iteration 112Q: 3 clusters Score -2.140296e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 179999 members 
Entering Unmasked Estep 
Score: -21403352.000000 Penalty: 6026.533691
	Iteration 113Q: 3 clusters Score -2.140335e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 180948 members 
Entering Unmasked Estep 
Score: -21403722.000000 Penalty: 6026.533691
	Iteration 114Q: 3 clusters Score -2.140372e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 181773 members 
Entering Unmasked Estep 
Score: -21403944.000000 Penalty: 6026.533691
	Iteration 115Q: 3 clusters Score -2.140394e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 182526 members 
Entering Unmasked Estep 
Score: -21404116.000000 Penalty: 6026.533691
	Iteration 116Q: 3 clusters Score -2.140412e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 183166 members 
Entering Unmasked Estep 
Score: -21404342.000000 Penalty: 6026.533691
	Iteration 117Q: 3 clusters Score -2.140434e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 183719 members 
Entering Unmasked Estep 
Score: -21404424.000000 Penalty: 6026.533691
	Iteration 118Q: 3 clusters Score -2.140442e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 184223 members 
Entering Unmasked Estep 
Score: -21404666.000000 Penalty: 6026.533691
	Iteration 119Q: 3 clusters Score -2.140467e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 184661 members 
Entering Unmasked Estep 
Score: -21404732.000000 Penalty: 6026.533691
	Iteration 120F: 3 clusters Score -2.140473e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 185040 members 
Entering Unmasked Estep 
Score: -21404846.000000 Penalty: 6026.533691
	Iteration 121Q: 3 clusters Score -2.140485e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 185342 members 
Entering Unmasked Estep 
Score: -21404916.000000 Penalty: 6026.533691
	Iteration 122Q: 3 clusters Score -2.140492e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 185600 members 
Entering Unmasked Estep 
Score: -21404970.000000 Penalty: 6026.533691
	Iteration 123Q: 3 clusters Score -2.140497e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 185842 members 
Entering Unmasked Estep 
Score: -21405046.000000 Penalty: 6026.533691
	Iteration 124Q: 3 clusters Score -2.140505e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 186041 members 
Entering Unmasked Estep 
Score: -21405140.000000 Penalty: 6026.533691
	Iteration 125Q: 3 clusters Score -2.140514e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 186235 members 
Entering Unmasked Estep 
Score: -21405172.000000 Penalty: 6026.533691
	Iteration 126Q: 3 clusters Score -2.140517e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 186391 members 
Entering Unmasked Estep 
Score: -21405184.000000 Penalty: 6026.533691
	Iteration 127Q: 3 clusters Score -2.140518e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 186531 members 
Entering Unmasked Estep 
Score: -21405264.000000 Penalty: 6026.533691
	Iteration 128Q: 3 clusters Score -2.140526e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 186650 members 
Entering Unmasked Estep 
Score: -21405300.000000 Penalty: 6026.533691
	Iteration 129Q: 3 clusters Score -2.14053e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 186762 members 
Entering Unmasked Estep 
Score: -21405342.000000 Penalty: 6026.533691
	Iteration 130Q: 3 clusters Score -2.140534e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 186872 members 
Entering Unmasked Estep 
Score: -21405328.000000 Penalty: 6026.533691
	Iteration 131Q: 3 clusters Score -2.140533e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 186965 members 
Entering Unmasked Estep 
Score: -21405340.000000 Penalty: 6026.533691
	Iteration 132Q: 3 clusters Score -2.140534e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 187037 members 
Entering Unmasked Estep 
Score: -21405402.000000 Penalty: 6026.533691
	Iteration 133Q: 3 clusters Score -2.14054e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 187117 members 
Entering Unmasked Estep 
Score: -21405430.000000 Penalty: 6026.533691
	Iteration 134Q: 3 clusters Score -2.140543e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 187173 members 
Entering Unmasked Estep 
Score: -21405442.000000 Penalty: 6026.533691
	Iteration 135Q: 3 clusters Score -2.140544e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 187223 members 
Entering Unmasked Estep 
Score: -21405458.000000 Penalty: 6026.533691
	Iteration 136Q: 3 clusters Score -2.140546e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 187260 members 
Entering Unmasked Estep 
Score: -21405512.000000 Penalty: 6026.533691
	Iteration 137Q: 3 clusters Score -2.140551e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 187288 members 
Entering Unmasked Estep 
Score: -21405524.000000 Penalty: 6026.533691
	Iteration 138Q: 3 clusters Score -2.140552e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 187315 members 
Entering Unmasked Estep 
Score: -21405526.000000 Penalty: 6026.533691
	Iteration 139Q: 3 clusters Score -2.140553e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 187339 members 
Entering Unmasked Estep 
Score: -21405532.000000 Penalty: 6026.533691
	Iteration 140F: 3 clusters Score -2.140553e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 187362 members 
Entering Unmasked Estep 
Score: -21405542.000000 Penalty: 6026.533691
	Iteration 141Q: 3 clusters Score -2.140554e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 187376 members 
Entering Unmasked Estep 
Score: -21405546.000000 Penalty: 6026.533691
	Iteration 142Q: 3 clusters Score -2.140555e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 187402 members 
Entering Unmasked Estep 
Score: -21405546.000000 Penalty: 6026.533691
	Iteration 143Q: 3 clusters Score -2.140555e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 187435 members 
Entering Unmasked Estep 
Score: -21405590.000000 Penalty: 6026.533691
	Iteration 144Q: 3 clusters Score -2.140559e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 187468 members 
Entering Unmasked Estep 
Score: -21405614.000000 Penalty: 6026.533691
	Iteration 145Q: 3 clusters Score -2.140561e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 187505 members 
Entering Unmasked Estep 
Score: -21405664.000000 Penalty: 6026.533691
	Iteration 146Q: 3 clusters Score -2.140566e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 187550 members 
Entering Unmasked Estep 
Score: -21405732.000000 Penalty: 6026.533691
	Iteration 147Q: 3 clusters Score -2.140573e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 187582 members 
Entering Unmasked Estep 
Score: -21405796.000000 Penalty: 6026.533691
	Iteration 148Q: 3 clusters Score -2.14058e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 187606 members 
Entering Unmasked Estep 
Score: -21405898.000000 Penalty: 6026.533691
	Iteration 149Q: 3 clusters Score -2.14059e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 187601 members 
Entering Unmasked Estep 
Score: -21405942.000000 Penalty: 6026.533691
	Iteration 150Q: 3 clusters Score -2.140594e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 187560 members 
Entering Unmasked Estep 
Score: -21405998.000000 Penalty: 6026.533691
	Iteration 151Q: 3 clusters Score -2.1406e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 187519 members 
Entering Unmasked Estep 
Score: -21406068.000000 Penalty: 6026.533691
	Iteration 152Q: 3 clusters Score -2.140607e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 187473 members 
Entering Unmasked Estep 
Score: -21406086.000000 Penalty: 6026.533691
	Iteration 153Q: 3 clusters Score -2.140609e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 187433 members 
Entering Unmasked Estep 
Score: -21406110.000000 Penalty: 6026.533691
	Iteration 154Q: 3 clusters Score -2.140611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 187409 members 
Entering Unmasked Estep 
Score: -21406108.000000 Penalty: 6026.533691
	Iteration 155Q: 3 clusters Score -2.140611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 187396 members 
Entering Unmasked Estep 
Score: -21406122.000000 Penalty: 6026.533691
	Iteration 156Q: 3 clusters Score -2.140612e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 187374 members 
Entering Unmasked Estep 
Score: -21406136.000000 Penalty: 6026.533691
	Iteration 157Q: 3 clusters Score -2.140614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 187359 members 
Entering Unmasked Estep 
Score: -21406120.000000 Penalty: 6026.533691
	Iteration 158Q: 3 clusters Score -2.140612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 187342 members 
Entering Unmasked Estep 
Score: -21406106.000000 Penalty: 6026.533691
	Iteration 159Q: 3 clusters Score -2.140611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 187328 members 
Entering Unmasked Estep 
Score: -21406108.000000 Penalty: 6026.533691
	Iteration 160F: 3 clusters Score -2.140611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 187317 members 
Entering Unmasked Estep 
Score: -21406124.000000 Penalty: 6026.533691
	Iteration 161Q: 3 clusters Score -2.140612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 187302 members 
Entering Unmasked Estep 
Score: -21406126.000000 Penalty: 6026.533691
	Iteration 162Q: 3 clusters Score -2.140613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 187288 members 
Entering Unmasked Estep 
Score: -21406146.000000 Penalty: 6026.533691
	Iteration 163Q: 3 clusters Score -2.140615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 187270 members 
Entering Unmasked Estep 
Score: -21406170.000000 Penalty: 6026.533691
	Iteration 164Q: 3 clusters Score -2.140617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 187251 members 
Entering Unmasked Estep 
Score: -21406152.000000 Penalty: 6026.533691
	Iteration 165Q: 3 clusters Score -2.140615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 187235 members 
Entering Unmasked Estep 
Score: -21406146.000000 Penalty: 6026.533691
	Iteration 166Q: 3 clusters Score -2.140615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 187218 members 
Entering Unmasked Estep 
Score: -21406160.000000 Penalty: 6026.533691
	Iteration 167Q: 3 clusters Score -2.140616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 187206 members 
Entering Unmasked Estep 
Score: -21406150.000000 Penalty: 6026.533691
	Iteration 168Q: 3 clusters Score -2.140615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 187200 members 
Entering Unmasked Estep 
Score: -21406154.000000 Penalty: 6026.533691
	Iteration 169Q: 3 clusters Score -2.140615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 187195 members 
Entering Unmasked Estep 
Score: -21406154.000000 Penalty: 6026.533691
	Iteration 170Q: 3 clusters Score -2.140615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 187186 members 
Entering Unmasked Estep 
Score: -21406166.000000 Penalty: 6026.533691
	Iteration 171Q: 3 clusters Score -2.140617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 187178 members 
Entering Unmasked Estep 
Score: -21406160.000000 Penalty: 6026.533691
	Iteration 172Q: 3 clusters Score -2.140616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 187176 members 
Entering Unmasked Estep 
Score: -21406160.000000 Penalty: 6026.533691
	Iteration 173Q: 3 clusters Score -2.140616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 187175 members 
Entering Unmasked Estep 
Score: -21406164.000000 Penalty: 6026.533691
	Iteration 174Q: 3 clusters Score -2.140616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 187174 members 
Entering Unmasked Estep 
Score: -21406150.000000 Penalty: 6026.533691
	Iteration 175Q: 3 clusters Score -2.140615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 187170 members 
Entering Unmasked Estep 
Score: -21406164.000000 Penalty: 6026.533691
	Iteration 176Q: 3 clusters Score -2.140616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 187166 members 
Entering Unmasked Estep 
Score: -21406158.000000 Penalty: 6026.533691
	Iteration 177Q: 3 clusters Score -2.140616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 187161 members 
Entering Unmasked Estep 
Score: -21406156.000000 Penalty: 6026.533691
	Iteration 178Q: 3 clusters Score -2.140616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 187155 members 
Entering Unmasked Estep 
Score: -21406148.000000 Penalty: 6026.533691
	Iteration 179Q: 3 clusters Score -2.140615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 187146 members 
Entering Unmasked Estep 
Score: -21406150.000000 Penalty: 6026.533691
	Iteration 180F: 3 clusters Score -2.140615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 187141 members 
Entering Unmasked Estep 
Score: -21406160.000000 Penalty: 6026.533691
	Iteration 181Q: 3 clusters Score -2.140616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 187132 members 
Entering Unmasked Estep 
Score: -21406166.000000 Penalty: 6026.533691
	Iteration 182Q: 3 clusters Score -2.140617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 187124 members 
Entering Unmasked Estep 
Score: -21406154.000000 Penalty: 6026.533691
	Iteration 183Q: 3 clusters Score -2.140615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 187114 members 
Entering Unmasked Estep 
Score: -21406174.000000 Penalty: 6026.533691
	Iteration 184Q: 3 clusters Score -2.140617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 187106 members 
Entering Unmasked Estep 
Score: -21406174.000000 Penalty: 6026.533691
	Iteration 185Q: 3 clusters Score -2.140617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 187101 members 
Entering Unmasked Estep 
Score: -21406166.000000 Penalty: 6026.533691
	Iteration 186Q: 3 clusters Score -2.140617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 187094 members 
Entering Unmasked Estep 
Score: -21406192.000000 Penalty: 6026.533691
	Iteration 187Q: 3 clusters Score -2.140619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 187084 members 
Entering Unmasked Estep 
Score: -21406196.000000 Penalty: 6026.533691
	Iteration 188Q: 3 clusters Score -2.14062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 187083 members 
Entering Unmasked Estep 
Score: -21406190.000000 Penalty: 6026.533691
	Iteration 189Q: 3 clusters Score -2.140619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 187080 members 
Entering Unmasked Estep 
Score: -21406188.000000 Penalty: 6026.533691
	Iteration 190Q: 3 clusters Score -2.140619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 187078 members 
Entering Unmasked Estep 
Score: -21406180.000000 Penalty: 6026.533691
	Iteration 191Q: 3 clusters Score -2.140618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 187078 members 
Entering Unmasked Estep 
Score: -21406184.000000 Penalty: 6026.533691
	Iteration 192Q: 3 clusters Score -2.140618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 187077 members 
Entering Unmasked Estep 
Score: -21406178.000000 Penalty: 6026.533691
	Iteration 193Q: 3 clusters Score -2.140618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 187076 members 
Entering Unmasked Estep 
Score: -21406190.000000 Penalty: 6026.533691
	Iteration 194Q: 3 clusters Score -2.140619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 187076 members 
Entering Unmasked Estep 
Score: -21406190.000000 Penalty: 6026.533691
	Iteration 195F: 3 clusters Score -2.140619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -52427.960938 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -52427.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50877.613281 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -50877.61 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51121.042969 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -51121.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51219.140625 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -51219.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51275.304688 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -51275.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51312.214844 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -51312.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51340.539062 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -51340.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51366.648438 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -51366.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51379.046875 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -51379.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51397.460938 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -51397.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51401.367188 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -51401.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51411.515625 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -51411.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51415.339844 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -51415.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51416.566406 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -51416.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51416.566406 Penalty: 3131.519775
	Iteration 13F: 3 clusters Score -51416.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41211 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65064 members 
Mstep: Class 18 contains 238810 members 
Mstep: Class 19 contains 189145 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762280.000000 Penalty: 62942.238281
Iteration 279Q: 20 clusters Score -7.076228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41209 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16196 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65049 members 
Mstep: Class 18 contains 238807 members 
Mstep: Class 19 contains 189152 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762256.000000 Penalty: 62942.238281
Iteration 280F: 20 clusters Score -7.076226e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41207 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16196 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65036 members 
Mstep: Class 18 contains 238802 members 
Mstep: Class 19 contains 189160 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762304.000000 Penalty: 62942.238281
Iteration 281Q: 20 clusters Score -7.07623e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16196 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 65015 members 
Mstep: Class 18 contains 238795 members 
Mstep: Class 19 contains 189172 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762328.000000 Penalty: 62942.238281
Iteration 282Q: 20 clusters Score -7.076233e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16197 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 64992 members 
Mstep: Class 18 contains 238792 members 
Mstep: Class 19 contains 189172 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762360.000000 Penalty: 62942.238281
Iteration 283Q: 20 clusters Score -7.076236e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16198 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 64966 members 
Mstep: Class 18 contains 238782 members 
Mstep: Class 19 contains 189182 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762344.000000 Penalty: 62942.238281
Iteration 284Q: 20 clusters Score -7.076234e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16200 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 64936 members 
Mstep: Class 18 contains 238773 members 
Mstep: Class 19 contains 189197 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762376.000000 Penalty: 62942.238281
Iteration 285Q: 20 clusters Score -7.076238e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3247 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16201 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 64905 members 
Mstep: Class 18 contains 238765 members 
Mstep: Class 19 contains 189205 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762400.000000 Penalty: 62942.238281
Iteration 286Q: 20 clusters Score -7.07624e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16201 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 64880 members 
Mstep: Class 18 contains 238754 members 
Mstep: Class 19 contains 189215 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762432.000000 Penalty: 62942.238281
Iteration 287Q: 20 clusters Score -7.076243e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16201 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 64849 members 
Mstep: Class 18 contains 238746 members 
Mstep: Class 19 contains 189224 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762440.000000 Penalty: 62942.238281
Iteration 288Q: 20 clusters Score -7.076244e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16200 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 64816 members 
Mstep: Class 18 contains 238734 members 
Mstep: Class 19 contains 189234 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762392.000000 Penalty: 62942.238281
Iteration 289Q: 20 clusters Score -7.076239e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16199 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 64785 members 
Mstep: Class 18 contains 238728 members 
Mstep: Class 19 contains 189242 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762408.000000 Penalty: 62942.238281
Iteration 290Q: 20 clusters Score -7.076241e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16200 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 64755 members 
Mstep: Class 18 contains 238727 members 
Mstep: Class 19 contains 189238 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762424.000000 Penalty: 62942.238281
Iteration 291Q: 20 clusters Score -7.076242e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16201 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 64731 members 
Mstep: Class 18 contains 238719 members 
Mstep: Class 19 contains 189242 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762408.000000 Penalty: 62942.238281
Iteration 292Q: 20 clusters Score -7.076241e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16203 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 64700 members 
Mstep: Class 18 contains 238713 members 
Mstep: Class 19 contains 189250 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762400.000000 Penalty: 62942.238281
Iteration 293Q: 20 clusters Score -7.07624e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16202 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 64661 members 
Mstep: Class 18 contains 238705 members 
Mstep: Class 19 contains 189258 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762376.000000 Penalty: 62942.238281
Iteration 294Q: 20 clusters Score -7.076238e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3261 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16202 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 64621 members 
Mstep: Class 18 contains 238685 members 
Mstep: Class 19 contains 189278 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762400.000000 Penalty: 62942.238281
Iteration 295Q: 20 clusters Score -7.07624e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41207 members 
Mstep: Class 4 contains 3262 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16202 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 64597 members 
Mstep: Class 18 contains 238663 members 
Mstep: Class 19 contains 189291 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762448.000000 Penalty: 62942.238281
Iteration 296Q: 20 clusters Score -7.076245e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41206 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16203 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 64564 members 
Mstep: Class 18 contains 238645 members 
Mstep: Class 19 contains 189297 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762456.000000 Penalty: 62942.238281
Iteration 297Q: 20 clusters Score -7.076246e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41204 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16206 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15880 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 64537 members 
Mstep: Class 18 contains 238638 members 
Mstep: Class 19 contains 189299 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762488.000000 Penalty: 62942.238281
Iteration 298Q: 20 clusters Score -7.076249e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41204 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16209 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 64515 members 
Mstep: Class 18 contains 238629 members 
Mstep: Class 19 contains 189299 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762440.000000 Penalty: 62942.238281
Iteration 299Q: 20 clusters Score -7.076244e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41204 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16209 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 14 contains 15878 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 64493 members 
Mstep: Class 18 contains 238625 members 
Mstep: Class 19 contains 189299 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762496.000000 Penalty: 62942.238281
Iteration 300F: 20 clusters Score -7.07625e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41204 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16210 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64466 members 
Mstep: Class 18 contains 238618 members 
Mstep: Class 19 contains 189298 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762520.000000 Penalty: 62942.238281
Iteration 301Q: 20 clusters Score -7.076252e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41202 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16211 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64431 members 
Mstep: Class 18 contains 238612 members 
Mstep: Class 19 contains 189300 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762520.000000 Penalty: 62942.238281
Iteration 302Q: 20 clusters Score -7.076252e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41202 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16214 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15880 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64399 members 
Mstep: Class 18 contains 238597 members 
Mstep: Class 19 contains 189307 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762560.000000 Penalty: 62942.238281
Iteration 303Q: 20 clusters Score -7.076256e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41201 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16215 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64367 members 
Mstep: Class 18 contains 238599 members 
Mstep: Class 19 contains 189312 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762552.000000 Penalty: 62942.238281
Iteration 304Q: 20 clusters Score -7.076255e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41200 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16216 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64347 members 
Mstep: Class 18 contains 238597 members 
Mstep: Class 19 contains 189320 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762576.000000 Penalty: 62942.238281
Iteration 305Q: 20 clusters Score -7.076258e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41197 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16218 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15880 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64322 members 
Mstep: Class 18 contains 238593 members 
Mstep: Class 19 contains 189335 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762608.000000 Penalty: 62942.238281
Iteration 306Q: 20 clusters Score -7.076261e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16218 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15880 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64307 members 
Mstep: Class 18 contains 238582 members 
Mstep: Class 19 contains 189347 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762560.000000 Penalty: 62942.238281
Iteration 307Q: 20 clusters Score -7.076256e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41203 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16218 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64294 members 
Mstep: Class 18 contains 238569 members 
Mstep: Class 19 contains 189359 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762544.000000 Penalty: 62942.238281
Iteration 308Q: 20 clusters Score -7.076254e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41203 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16218 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64279 members 
Mstep: Class 18 contains 238561 members 
Mstep: Class 19 contains 189375 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762552.000000 Penalty: 62942.238281
Iteration 309Q: 20 clusters Score -7.076255e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41202 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16218 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64261 members 
Mstep: Class 18 contains 238554 members 
Mstep: Class 19 contains 189390 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762552.000000 Penalty: 62942.238281
Iteration 310Q: 20 clusters Score -7.076255e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41200 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16218 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64244 members 
Mstep: Class 18 contains 238553 members 
Mstep: Class 19 contains 189400 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762616.000000 Penalty: 62942.238281
Iteration 311Q: 20 clusters Score -7.076262e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16218 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64221 members 
Mstep: Class 18 contains 238551 members 
Mstep: Class 19 contains 189406 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762616.000000 Penalty: 62942.238281
Iteration 312Q: 20 clusters Score -7.076262e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16218 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64207 members 
Mstep: Class 18 contains 238539 members 
Mstep: Class 19 contains 189418 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762576.000000 Penalty: 62942.238281
Iteration 313Q: 20 clusters Score -7.076258e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16218 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64184 members 
Mstep: Class 18 contains 238533 members 
Mstep: Class 19 contains 189431 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762576.000000 Penalty: 62942.238281
Iteration 314Q: 20 clusters Score -7.076258e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16218 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 64165 members 
Mstep: Class 18 contains 238523 members 
Mstep: Class 19 contains 189444 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762576.000000 Penalty: 62942.238281
Iteration 315Q: 20 clusters Score -7.076258e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16220 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 64144 members 
Mstep: Class 18 contains 238516 members 
Mstep: Class 19 contains 189457 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762568.000000 Penalty: 62942.238281
Iteration 316Q: 20 clusters Score -7.076257e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16220 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 64125 members 
Mstep: Class 18 contains 238515 members 
Mstep: Class 19 contains 189463 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 317Q: 20 clusters Score -7.076251e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41200 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16220 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 64095 members 
Mstep: Class 18 contains 238502 members 
Mstep: Class 19 contains 189491 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
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Iteration 318Q: 20 clusters Score -7.07625e+07 nChanged 62
Entering ConstructFrom: 
Score: -70762496.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (26985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Entering Unmasked Estep 
Score: -3119810.000000 Penalty: 2530.353027
	Iteration 0F: 2 clusters Score -3119810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3101140.500000 Penalty: 5060.706055
	Iteration 0F: 3 clusters Score -3101140 nChanged 12069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3107710.250000 Penalty: 5060.706055
	Iteration 1F: 3 clusters Score -3107710 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -3108152.000000 Penalty: 5060.706055
	Iteration 2Q: 3 clusters Score -3108152 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3108554.750000 Penalty: 5060.706055
	Iteration 3Q: 3 clusters Score -3108555 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3108907.000000 Penalty: 5060.706055
	Iteration 4Q: 3 clusters Score -3108907 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3109297.500000 Penalty: 5060.706055
	Iteration 5Q: 3 clusters Score -3109298 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3109731.750000 Penalty: 5060.706055
	Iteration 6Q: 3 clusters Score -3109732 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3110211.500000 Penalty: 5060.706055
	Iteration 7Q: 3 clusters Score -3110212 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -3110825.500000 Penalty: 5060.706055
	Iteration 8Q: 3 clusters Score -3110826 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3111628.250000 Penalty: 5060.706055
	Iteration 9Q: 3 clusters Score -3111628 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3112586.750000 Penalty: 5060.706055
	Iteration 10F: 3 clusters Score -3112587 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -3113684.750000 Penalty: 5060.706055
	Iteration 11F: 3 clusters Score -3113685 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3114739.500000 Penalty: 5060.706055
	Iteration 12Q: 3 clusters Score -3114740 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3115622.500000 Penalty: 5060.706055
	Iteration 13Q: 3 clusters Score -3115622 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3116239.500000 Penalty: 5060.706055
	Iteration 14Q: 3 clusters Score -3116240 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3116701.750000 Penalty: 5060.706055
	Iteration 15Q: 3 clusters Score -3116702 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3116976.500000 Penalty: 5060.706055
	Iteration 16Q: 3 clusters Score -3116976 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3117156.000000 Penalty: 5060.706055
	Iteration 17Q: 3 clusters Score -3117156 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3117282.250000 Penalty: 5060.706055
	Iteration 18Q: 3 clusters Score -3117282 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3117365.000000 Penalty: 5060.706055
	Iteration 19Q: 3 clusters Score -3117365 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3117422.750000 Penalty: 5060.706055
	Iteration 20F: 3 clusters Score -3117423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3117468.750000 Penalty: 5060.706055
	Iteration 21Q: 3 clusters Score -3117469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3117492.250000 Penalty: 5060.706055
	Iteration 22Q: 3 clusters Score -3117492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3117520.500000 Penalty: 5060.706055
	Iteration 23Q: 3 clusters Score -3117520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3117534.000000 Penalty: 5060.706055
	Iteration 24Q: 3 clusters Score -3117534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3117544.750000 Penalty: 5060.706055
	Iteration 25Q: 3 clusters Score -3117545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3117552.500000 Penalty: 5060.706055
	Iteration 26Q: 3 clusters Score -3117552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3117556.250000 Penalty: 5060.706055
	Iteration 27Q: 3 clusters Score -3117556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3117560.500000 Penalty: 5060.706055
	Iteration 28Q: 3 clusters Score -3117560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3117560.250000 Penalty: 5060.706055
	Iteration 29Q: 3 clusters Score -3117560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3117563.750000 Penalty: 5060.706055
	Iteration 30Q: 3 clusters Score -3117564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3117563.750000 Penalty: 5060.706055
	Iteration 31F: 3 clusters Score -3117564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -92491.085938 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -92491.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90676.867188 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -90676.87 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90894.757812 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -90894.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -90945.875000 Penalty: 3325.996826
	Iteration 2Q: 3 clusters Score -90945.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -90970.867188 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -90970.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -90989.265625 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -90989.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -90999.023438 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -90999.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91008.656250 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -91008.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -91015.250000 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -91015.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -91020.640625 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -91020.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -91024.171875 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -91024.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91025.859375 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -91025.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91026.320312 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -91026.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91026.320312 Penalty: 3325.996826
	Iteration 12F: 3 clusters Score -91026.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Entering Unmasked Estep 
Score: -4621371.500000 Penalty: 2635.302002
	Iteration 0F: 2 clusters Score -4621372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -4593801.500000 Penalty: 5270.604004
	Iteration 0F: 3 clusters Score -4593802 nChanged 18713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -4604201.500000 Penalty: 5270.604004
	Iteration 1F: 3 clusters Score -4604202 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4604825.000000 Penalty: 5270.604004
	Iteration 2Q: 3 clusters Score -4604825 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4605422.000000 Penalty: 5270.604004
	Iteration 3Q: 3 clusters Score -4605422 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -4606139.500000 Penalty: 5270.604004
	Iteration 4Q: 3 clusters Score -4606140 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -4607047.500000 Penalty: 5270.604004
	Iteration 5Q: 3 clusters Score -4607048 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -4608603.500000 Penalty: 5270.604004
	Iteration 6F: 3 clusters Score -4608604 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -4610885.000000 Penalty: 5270.604004
	Iteration 7F: 3 clusters Score -4610885 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -4613799.500000 Penalty: 5270.604004
	Iteration 8F: 3 clusters Score -4613800 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4616498.000000 Penalty: 5270.604004
	Iteration 9F: 3 clusters Score -4616498 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4618064.500000 Penalty: 5270.604004
	Iteration 10Q: 3 clusters Score -4618064 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4618623.000000 Penalty: 5270.604004
	Iteration 11Q: 3 clusters Score -4618623 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4618835.500000 Penalty: 5270.604004
	Iteration 12Q: 3 clusters Score -4618836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4618926.000000 Penalty: 5270.604004
	Iteration 13Q: 3 clusters Score -4618926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4618971.000000 Penalty: 5270.604004
	Iteration 14Q: 3 clusters Score -4618971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4619003.500000 Penalty: 5270.604004
	Iteration 15Q: 3 clusters Score -4619004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4619018.500000 Penalty: 5270.604004
	Iteration 16Q: 3 clusters Score -4619018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4619038.500000 Penalty: 5270.604004
	Iteration 17Q: 3 clusters Score -4619038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4619041.500000 Penalty: 5270.604004
	Iteration 18Q: 3 clusters Score -4619042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4619039.500000 Penalty: 5270.604004
	Iteration 19Q: 3 clusters Score -4619040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4619042.500000 Penalty: 5270.604004
	Iteration 20F: 3 clusters Score -4619042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4619048.500000 Penalty: 5270.604004
	Iteration 21Q: 3 clusters Score -4619048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4619051.000000 Penalty: 5270.604004
	Iteration 22Q: 3 clusters Score -4619051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4619051.500000 Penalty: 5270.604004
	Iteration 23Q: 3 clusters Score -4619052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4619056.500000 Penalty: 5270.604004
	Iteration 24Q: 3 clusters Score -4619056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4619063.000000 Penalty: 5270.604004
	Iteration 25Q: 3 clusters Score -4619063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4619068.000000 Penalty: 5270.604004
	Iteration 26Q: 3 clusters Score -4619068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4619073.000000 Penalty: 5270.604004
	Iteration 27Q: 3 clusters Score -4619073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4619075.000000 Penalty: 5270.604004
	Iteration 28Q: 3 clusters Score -4619075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4619075.000000 Penalty: 5270.604004
	Iteration 29F: 3 clusters Score -4619075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Entering Unmasked Estep 
Score: -351612.937500 Penalty: 2007.405884
	Iteration 0F: 2 clusters Score -351612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -348160.187500 Penalty: 4014.811768
	Iteration 0F: 3 clusters Score -348160.2 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -348867.625000 Penalty: 4014.811768
	Iteration 1F: 3 clusters Score -348867.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -349013.687500 Penalty: 4014.811768
	Iteration 2F: 3 clusters Score -349013.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -349094.781250 Penalty: 4014.811768
	Iteration 3Q: 3 clusters Score -349094.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -349159.875000 Penalty: 4014.811768
	Iteration 4Q: 3 clusters Score -349159.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -349203.656250 Penalty: 4014.811768
	Iteration 5Q: 3 clusters Score -349203.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -349234.968750 Penalty: 4014.811768
	Iteration 6Q: 3 clusters Score -349235 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -349261.156250 Penalty: 4014.811768
	Iteration 7Q: 3 clusters Score -349261.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -349283.406250 Penalty: 4014.811768
	Iteration 8Q: 3 clusters Score -349283.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -349299.687500 Penalty: 4014.811768
	Iteration 9Q: 3 clusters Score -349299.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -349314.781250 Penalty: 4014.811768
	Iteration 10Q: 3 clusters Score -349314.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -349331.781250 Penalty: 4014.811768
	Iteration 11Q: 3 clusters Score -349331.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -349343.906250 Penalty: 4014.811768
	Iteration 12Q: 3 clusters Score -349343.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -349354.531250 Penalty: 4014.811768
	Iteration 13Q: 3 clusters Score -349354.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -349369.375000 Penalty: 4014.811768
	Iteration 14Q: 3 clusters Score -349369.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -349377.843750 Penalty: 4014.811768
	Iteration 15Q: 3 clusters Score -349377.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -349382.531250 Penalty: 4014.811768
	Iteration 16Q: 3 clusters Score -349382.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -349386.718750 Penalty: 4014.811768
	Iteration 17Q: 3 clusters Score -349386.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -349389.187500 Penalty: 4014.811768
	Iteration 18Q: 3 clusters Score -349389.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -349390.750000 Penalty: 4014.811768
	Iteration 19Q: 3 clusters Score -349390.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -349393.906250 Penalty: 4014.811768
	Iteration 20F: 3 clusters Score -349393.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -349395.250000 Penalty: 4014.811768
	Iteration 21Q: 3 clusters Score -349395.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -349399.468750 Penalty: 4014.811768
	Iteration 22Q: 3 clusters Score -349399.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -349403.343750 Penalty: 4014.811768
	Iteration 23Q: 3 clusters Score -349403.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -349406.843750 Penalty: 4014.811768
	Iteration 24Q: 3 clusters Score -349406.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -349412.218750 Penalty: 4014.811768
	Iteration 25Q: 3 clusters Score -349412.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -349415.281250 Penalty: 4014.811768
	Iteration 26Q: 3 clusters Score -349415.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -349418.062500 Penalty: 4014.811768
	Iteration 27Q: 3 clusters Score -349418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -349421.312500 Penalty: 4014.811768
	Iteration 28Q: 3 clusters Score -349421.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -349422.968750 Penalty: 4014.811768
	Iteration 29Q: 3 clusters Score -349423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -349423.062500 Penalty: 4014.811768
	Iteration 30Q: 3 clusters Score -349423.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -349424.843750 Penalty: 4014.811768
	Iteration 31Q: 3 clusters Score -349424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -349427.031250 Penalty: 4014.811768
	Iteration 32Q: 3 clusters Score -349427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -349428.687500 Penalty: 4014.811768
	Iteration 33Q: 3 clusters Score -349428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -349430.406250 Penalty: 4014.811768
	Iteration 34Q: 3 clusters Score -349430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -349433.000000 Penalty: 4014.811768
	Iteration 35Q: 3 clusters Score -349433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -349437.468750 Penalty: 4014.811768
	Iteration 36Q: 3 clusters Score -349437.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -349441.031250 Penalty: 4014.811768
	Iteration 37Q: 3 clusters Score -349441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -349442.562500 Penalty: 4014.811768
	Iteration 38Q: 3 clusters Score -349442.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -349445.843750 Penalty: 4014.811768
	Iteration 39Q: 3 clusters Score -349445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -349449.000000 Penalty: 4014.811768
	Iteration 40F: 3 clusters Score -349449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -349451.781250 Penalty: 4014.811768
	Iteration 41Q: 3 clusters Score -349451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -349454.281250 Penalty: 4014.811768
	Iteration 42Q: 3 clusters Score -349454.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -349460.875000 Penalty: 4014.811768
	Iteration 43Q: 3 clusters Score -349460.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -349469.250000 Penalty: 4014.811768
	Iteration 44Q: 3 clusters Score -349469.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -349476.031250 Penalty: 4014.811768
	Iteration 45Q: 3 clusters Score -349476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -349483.687500 Penalty: 4014.811768
	Iteration 46Q: 3 clusters Score -349483.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -349489.906250 Penalty: 4014.811768
	Iteration 47Q: 3 clusters Score -349489.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -349493.437500 Penalty: 4014.811768
	Iteration 48Q: 3 clusters Score -349493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -349495.062500 Penalty: 4014.811768
	Iteration 49Q: 3 clusters Score -349495.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -349497.437500 Penalty: 4014.811768
	Iteration 50Q: 3 clusters Score -349497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -349500.156250 Penalty: 4014.811768
	Iteration 51Q: 3 clusters Score -349500.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -349504.406250 Penalty: 4014.811768
	Iteration 52Q: 3 clusters Score -349504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -349507.281250 Penalty: 4014.811768
	Iteration 53Q: 3 clusters Score -349507.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -349510.562500 Penalty: 4014.811768
	Iteration 54Q: 3 clusters Score -349510.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -349512.531250 Penalty: 4014.811768
	Iteration 55Q: 3 clusters Score -349512.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -349515.687500 Penalty: 4014.811768
	Iteration 56Q: 3 clusters Score -349515.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -349518.625000 Penalty: 4014.811768
	Iteration 57Q: 3 clusters Score -349518.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -349524.281250 Penalty: 4014.811768
	Iteration 58Q: 3 clusters Score -349524.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -349527.125000 Penalty: 4014.811768
	Iteration 59Q: 3 clusters Score -349527.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -349529.062500 Penalty: 4014.811768
	Iteration 60F: 3 clusters Score -349529.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -349532.312500 Penalty: 4014.811768
	Iteration 61Q: 3 clusters Score -349532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -349533.250000 Penalty: 4014.811768
	Iteration 62Q: 3 clusters Score -349533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -349535.625000 Penalty: 4014.811768
	Iteration 63Q: 3 clusters Score -349535.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -349537.312500 Penalty: 4014.811768
	Iteration 64Q: 3 clusters Score -349537.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -349538.375000 Penalty: 4014.811768
	Iteration 65Q: 3 clusters Score -349538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -349538.937500 Penalty: 4014.811768
	Iteration 66Q: 3 clusters Score -349538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -349539.000000 Penalty: 4014.811768
	Iteration 67Q: 3 clusters Score -349539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -349539.000000 Penalty: 4014.811768
	Iteration 68F: 3 clusters Score -349539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72620.726562 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72620.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70943.593750 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -70943.59 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71134.476562 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71134.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71189.546875 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -71189.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71205.187500 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71205.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71216.796875 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71221.890625 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71221.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71224.781250 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71224.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71224.781250 Penalty: 3215.621338
	Iteration 7F: 3 clusters Score -71224.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -95356.429688 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -95356.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93512.765625 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -93512.77 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93807.578125 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -93807.58 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -93930.867188 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -93930.87 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -94045.273438 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -94045.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -94115.773438 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -94115.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -94151.843750 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -94151.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -94183.429688 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -94183.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -94202.742188 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -94202.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -94217.632812 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -94217.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -94232.234375 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -94232.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -94250.414062 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -94250.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -94264.546875 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -94264.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -94286.640625 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -94286.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -94297.070312 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -94297.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -94306.773438 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -94306.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -94318.281250 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -94318.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -94320.968750 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -94320.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -94325.875000 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -94325.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -94327.515625 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -94327.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -94327.984375 Penalty: 3352.590576
	Iteration 19F: 3 clusters Score -94327.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -94348.828125 Penalty: 3352.590576
	Iteration 20F: 3 clusters Score -94348.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -94380.320312 Penalty: 3352.590576
	Iteration 21Q: 3 clusters Score -94380.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -94413.929688 Penalty: 3352.590576
	Iteration 22Q: 3 clusters Score -94413.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -94439.851562 Penalty: 3352.590576
	Iteration 23Q: 3 clusters Score -94439.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -94453.953125 Penalty: 3352.590576
	Iteration 24Q: 3 clusters Score -94453.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -94459.531250 Penalty: 3352.590576
	Iteration 25Q: 3 clusters Score -94459.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -94464.164062 Penalty: 3352.590576
	Iteration 26Q: 3 clusters Score -94464.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -94471.156250 Penalty: 3352.590576
	Iteration 27Q: 3 clusters Score -94471.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -94478.500000 Penalty: 3352.590576
	Iteration 28Q: 3 clusters Score -94478.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -94481.984375 Penalty: 3352.590576
	Iteration 29Q: 3 clusters Score -94481.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -94483.164062 Penalty: 3352.590576
	Iteration 30Q: 3 clusters Score -94483.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -94483.875000 Penalty: 3352.590576
	Iteration 31Q: 3 clusters Score -94483.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -94483.875000 Penalty: 3352.590576
	Iteration 32F: 3 clusters Score -94483.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -97460.906250 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -97460.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -95546.718750 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -95546.72 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95890.992188 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -95890.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -96044.273438 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -96044.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96171.828125 Penalty: 3391.848877
	Iteration 3Q: 3 clusters Score -96171.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -96338.796875 Penalty: 3391.848877
	Iteration 4Q: 3 clusters Score -96338.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -96479.226562 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -96479.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -96587.078125 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -96587.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96648.023438 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -96648.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96703.164062 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -96703.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -96744.867188 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -96744.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -96753.765625 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -96753.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -96761.148438 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -96761.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96761.828125 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -96761.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96761.828125 Penalty: 3391.848877
	Iteration 13F: 3 clusters Score -96761.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -130332.500000 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -130332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -128274.718750 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -128274.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -128559.640625 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -128559.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -128626.046875 Penalty: 3502.846924
	Iteration 2Q: 3 clusters Score -128626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -128669.851562 Penalty: 3502.846924
	Iteration 3Q: 3 clusters Score -128669.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -128690.453125 Penalty: 3502.846924
	Iteration 4Q: 3 clusters Score -128690.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -128710.960938 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -128711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -128721.500000 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -128721.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -128728.828125 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -128728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -128741.281250 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -128741.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128746.992188 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -128747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128751.171875 Penalty: 3502.846924
	Iteration 10Q: 3 clusters Score -128751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128756.109375 Penalty: 3502.846924
	Iteration 11Q: 3 clusters Score -128756.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128758.453125 Penalty: 3502.846924
	Iteration 12Q: 3 clusters Score -128758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128760.507812 Penalty: 3502.846924
	Iteration 13Q: 3 clusters Score -128760.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128760.507812 Penalty: 3502.846924
	Iteration 14F: 3 clusters Score -128760.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -128002.476562 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -128002.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -126001.617188 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -126001.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -126993.351562 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -126993.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -127723.914062 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -127723.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -128327.546875 Penalty: 3568.812988
	Iteration 3F: 3 clusters Score -128327.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -128770.320312 Penalty: 3568.812988
	Iteration 4Q: 3 clusters Score -128770.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -128839.390625 Penalty: 3568.812988
	Iteration 5Q: 3 clusters Score -128839.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -128889.289062 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -128889.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -128984.617188 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -128984.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -129054.203125 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -129054.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -129102.062500 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -129102.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129145.765625 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -129145.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -129205.593750 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -129205.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -129250.421875 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -129250.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129286.968750 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -129287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -129309.054688 Penalty: 3568.812988
	Iteration 14Q: 3 clusters Score -129309.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -129332.156250 Penalty: 3568.812988
	Iteration 15Q: 3 clusters Score -129332.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129372.109375 Penalty: 3568.812988
	Iteration 16Q: 3 clusters Score -129372.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -129450.937500 Penalty: 3568.812988
	Iteration 17Q: 3 clusters Score -129450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -129519.039062 Penalty: 3568.812988
	Iteration 18Q: 3 clusters Score -129519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -129588.671875 Penalty: 3568.812988
	Iteration 19Q: 3 clusters Score -129588.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -129632.523438 Penalty: 3568.812988
	Iteration 20F: 3 clusters Score -129632.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -129633.265625 Penalty: 3568.812988
	Iteration 21Q: 3 clusters Score -129633.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -129633.265625 Penalty: 3568.812988
	Iteration 22F: 3 clusters Score -129633.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41201 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16220 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 64071 members 
Mstep: Class 18 contains 238490 members 
Mstep: Class 19 contains 189512 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
Score: -70762576.000000 Penalty: 66254.992188
Splitting cluster 9 changes total score from -70762496.000000 to -70762576.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 10 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -70977.781250 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -70977.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69252.945312 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -69252.95 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69530.601562 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -69530.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69729.054688 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -69729.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69980.171875 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -69980.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -70148.984375 Penalty: 3270.829102
	Iteration 4F: 3 clusters Score -70148.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70278.656250 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -70278.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -70393.429688 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -70393.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -70480.289062 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -70480.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70565.554688 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -70565.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70599.210938 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -70599.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70615.718750 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -70615.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70626.156250 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -70626.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70632.976562 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -70632.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70645.812500 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -70645.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -70656.437500 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -70656.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70661.734375 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -70661.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70701.015625 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -70701.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -70737.000000 Penalty: 3270.829102
	Iteration 17Q: 3 clusters Score -70737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70813.062500 Penalty: 3270.829102
	Iteration 18Q: 3 clusters Score -70813.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70907.210938 Penalty: 3270.829102
	Iteration 19Q: 3 clusters Score -70907.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70954.070312 Penalty: 3270.829102
	Iteration 20F: 3 clusters Score -70954.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70998.226562 Penalty: 3270.829102
	Iteration 21Q: 3 clusters Score -70998.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71102.531250 Penalty: 3270.829102
	Iteration 22Q: 3 clusters Score -71102.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71134.843750 Penalty: 3270.829102
	Iteration 23Q: 3 clusters Score -71134.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71135.921875 Penalty: 3270.829102
	Iteration 24Q: 3 clusters Score -71135.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71135.921875 Penalty: 3270.829102
	Iteration 25F: 3 clusters Score -71135.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41201 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 398 members 
Mstep: Class 11 contains 16220 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 64071 members 
Mstep: Class 18 contains 238490 members 
Mstep: Class 19 contains 189512 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 333 members 
Entering Unmasked Estep 
Score: -70761040.000000 Penalty: 69567.734375
Splitting cluster 10 changes total score from -70762496.000000 to -70761040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (16220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Entering Unmasked Estep 
Score: -1881269.750000 Penalty: 2404.112061
	Iteration 0F: 2 clusters Score -1881270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1869546.125000 Penalty: 4808.224121
	Iteration 0F: 3 clusters Score -1869546 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1873245.125000 Penalty: 4808.224121
	Iteration 1F: 3 clusters Score -1873245 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1873714.625000 Penalty: 4808.224121
	Iteration 2F: 3 clusters Score -1873715 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1874181.875000 Penalty: 4808.224121
	Iteration 3F: 3 clusters Score -1874182 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1874750.250000 Penalty: 4808.224121
	Iteration 4F: 3 clusters Score -1874750 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1875460.250000 Penalty: 4808.224121
	Iteration 5F: 3 clusters Score -1875460 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1876275.250000 Penalty: 4808.224121
	Iteration 6F: 3 clusters Score -1876275 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1877116.000000 Penalty: 4808.224121
	Iteration 7F: 3 clusters Score -1877116 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1877958.000000 Penalty: 4808.224121
	Iteration 8F: 3 clusters Score -1877958 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1878615.750000 Penalty: 4808.224121
	Iteration 9Q: 3 clusters Score -1878616 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1879010.250000 Penalty: 4808.224121
	Iteration 10Q: 3 clusters Score -1879010 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1879223.000000 Penalty: 4808.224121
	Iteration 11Q: 3 clusters Score -1879223 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1879332.250000 Penalty: 4808.224121
	Iteration 12Q: 3 clusters Score -1879332 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1879418.000000 Penalty: 4808.224121
	Iteration 13Q: 3 clusters Score -1879418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1879479.250000 Penalty: 4808.224121
	Iteration 14Q: 3 clusters Score -1879479 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1879533.250000 Penalty: 4808.224121
	Iteration 15Q: 3 clusters Score -1879533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1879575.125000 Penalty: 4808.224121
	Iteration 16Q: 3 clusters Score -1879575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1879602.375000 Penalty: 4808.224121
	Iteration 17Q: 3 clusters Score -1879602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1879627.375000 Penalty: 4808.224121
	Iteration 18Q: 3 clusters Score -1879627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1879640.875000 Penalty: 4808.224121
	Iteration 19Q: 3 clusters Score -1879641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1879644.375000 Penalty: 4808.224121
	Iteration 20F: 3 clusters Score -1879644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1879650.000000 Penalty: 4808.224121
	Iteration 21Q: 3 clusters Score -1879650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1879656.250000 Penalty: 4808.224121
	Iteration 22Q: 3 clusters Score -1879656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1879659.625000 Penalty: 4808.224121
	Iteration 23Q: 3 clusters Score -1879660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1879662.125000 Penalty: 4808.224121
	Iteration 24Q: 3 clusters Score -1879662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1879664.625000 Penalty: 4808.224121
	Iteration 25Q: 3 clusters Score -1879665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1879664.500000 Penalty: 4808.224121
	Iteration 26Q: 3 clusters Score -1879664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1879665.625000 Penalty: 4808.224121
	Iteration 27Q: 3 clusters Score -1879666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1879668.500000 Penalty: 4808.224121
	Iteration 28Q: 3 clusters Score -1879668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1879668.125000 Penalty: 4808.224121
	Iteration 29Q: 3 clusters Score -1879668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1879668.625000 Penalty: 4808.224121
	Iteration 30Q: 3 clusters Score -1879669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1879670.000000 Penalty: 4808.224121
	Iteration 31Q: 3 clusters Score -1879670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1879670.000000 Penalty: 4808.224121
	Iteration 32F: 3 clusters Score -1879670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Entering Unmasked Estep 
Score: -2096225.125000 Penalty: 2431.186279
	Iteration 0F: 2 clusters Score -2096225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2083558.250000 Penalty: 4862.372559
	Iteration 0F: 3 clusters Score -2083558 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2087920.875000 Penalty: 4862.372559
	Iteration 1F: 3 clusters Score -2087921 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2088607.375000 Penalty: 4862.372559
	Iteration 2F: 3 clusters Score -2088607 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2089284.875000 Penalty: 4862.372559
	Iteration 3F: 3 clusters Score -2089285 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2090027.375000 Penalty: 4862.372559
	Iteration 4F: 3 clusters Score -2090027 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2090821.750000 Penalty: 4862.372559
	Iteration 5F: 3 clusters Score -2090822 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2091639.750000 Penalty: 4862.372559
	Iteration 6F: 3 clusters Score -2091640 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2092459.250000 Penalty: 4862.372559
	Iteration 7F: 3 clusters Score -2092459 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2093102.125000 Penalty: 4862.372559
	Iteration 8Q: 3 clusters Score -2093102 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2093554.000000 Penalty: 4862.372559
	Iteration 9Q: 3 clusters Score -2093554 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2093878.625000 Penalty: 4862.372559
	Iteration 10Q: 3 clusters Score -2093879 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2094057.250000 Penalty: 4862.372559
	Iteration 11Q: 3 clusters Score -2094057 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2094167.000000 Penalty: 4862.372559
	Iteration 12Q: 3 clusters Score -2094167 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2094234.375000 Penalty: 4862.372559
	Iteration 13Q: 3 clusters Score -2094234 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2094287.250000 Penalty: 4862.372559
	Iteration 14Q: 3 clusters Score -2094287 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2094335.500000 Penalty: 4862.372559
	Iteration 15Q: 3 clusters Score -2094336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2094365.875000 Penalty: 4862.372559
	Iteration 16Q: 3 clusters Score -2094366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2094386.125000 Penalty: 4862.372559
	Iteration 17Q: 3 clusters Score -2094386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2094414.250000 Penalty: 4862.372559
	Iteration 18Q: 3 clusters Score -2094414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2094440.625000 Penalty: 4862.372559
	Iteration 19Q: 3 clusters Score -2094441 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2094464.250000 Penalty: 4862.372559
	Iteration 20F: 3 clusters Score -2094464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2094492.750000 Penalty: 4862.372559
	Iteration 21Q: 3 clusters Score -2094493 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2094526.875000 Penalty: 4862.372559
	Iteration 22Q: 3 clusters Score -2094527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2094540.500000 Penalty: 4862.372559
	Iteration 23Q: 3 clusters Score -2094540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2094558.875000 Penalty: 4862.372559
	Iteration 24Q: 3 clusters Score -2094559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2094567.000000 Penalty: 4862.372559
	Iteration 25Q: 3 clusters Score -2094567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2094576.750000 Penalty: 4862.372559
	Iteration 26Q: 3 clusters Score -2094577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2094587.250000 Penalty: 4862.372559
	Iteration 27Q: 3 clusters Score -2094587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2094592.000000 Penalty: 4862.372559
	Iteration 28Q: 3 clusters Score -2094592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2094600.750000 Penalty: 4862.372559
	Iteration 29Q: 3 clusters Score -2094601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2094602.250000 Penalty: 4862.372559
	Iteration 30Q: 3 clusters Score -2094602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2094605.375000 Penalty: 4862.372559
	Iteration 31Q: 3 clusters Score -2094605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2094609.250000 Penalty: 4862.372559
	Iteration 32Q: 3 clusters Score -2094609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2094612.125000 Penalty: 4862.372559
	Iteration 33Q: 3 clusters Score -2094612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2094615.000000 Penalty: 4862.372559
	Iteration 34Q: 3 clusters Score -2094615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2094615.875000 Penalty: 4862.372559
	Iteration 35Q: 3 clusters Score -2094616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2094620.000000 Penalty: 4862.372559
	Iteration 36Q: 3 clusters Score -2094620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2094626.500000 Penalty: 4862.372559
	Iteration 37Q: 3 clusters Score -2094626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2094633.375000 Penalty: 4862.372559
	Iteration 38Q: 3 clusters Score -2094633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2094633.375000 Penalty: 4862.372559
	Iteration 39Q: 3 clusters Score -2094633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2094637.500000 Penalty: 4862.372559
	Iteration 40F: 3 clusters Score -2094638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2094639.375000 Penalty: 4862.372559
	Iteration 41Q: 3 clusters Score -2094639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2094641.875000 Penalty: 4862.372559
	Iteration 42Q: 3 clusters Score -2094642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2094643.750000 Penalty: 4862.372559
	Iteration 43Q: 3 clusters Score -2094644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2094643.000000 Penalty: 4862.372559
	Iteration 44Q: 3 clusters Score -2094643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2094643.500000 Penalty: 4862.372559
	Iteration 45Q: 3 clusters Score -2094644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2094643.500000 Penalty: 4862.372559
	Iteration 46F: 3 clusters Score -2094644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Entering Unmasked Estep 
Score: -1842513.000000 Penalty: 2398.889404
	Iteration 0F: 2 clusters Score -1842513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1831102.375000 Penalty: 4797.778809
	Iteration 0F: 3 clusters Score -1831102 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1834755.250000 Penalty: 4797.778809
	Iteration 1F: 3 clusters Score -1834755 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1835069.625000 Penalty: 4797.778809
	Iteration 2F: 3 clusters Score -1835070 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1835282.500000 Penalty: 4797.778809
	Iteration 3Q: 3 clusters Score -1835282 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1835466.750000 Penalty: 4797.778809
	Iteration 4Q: 3 clusters Score -1835467 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1835601.875000 Penalty: 4797.778809
	Iteration 5Q: 3 clusters Score -1835602 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1835738.125000 Penalty: 4797.778809
	Iteration 6Q: 3 clusters Score -1835738 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1835882.875000 Penalty: 4797.778809
	Iteration 7Q: 3 clusters Score -1835883 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1836030.375000 Penalty: 4797.778809
	Iteration 8Q: 3 clusters Score -1836030 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1836190.125000 Penalty: 4797.778809
	Iteration 9Q: 3 clusters Score -1836190 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1836391.000000 Penalty: 4797.778809
	Iteration 10Q: 3 clusters Score -1836391 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1836612.625000 Penalty: 4797.778809
	Iteration 11Q: 3 clusters Score -1836613 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1836850.125000 Penalty: 4797.778809
	Iteration 12Q: 3 clusters Score -1836850 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1837144.000000 Penalty: 4797.778809
	Iteration 13Q: 3 clusters Score -1837144 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1837480.875000 Penalty: 4797.778809
	Iteration 14Q: 3 clusters Score -1837481 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1837801.750000 Penalty: 4797.778809
	Iteration 15Q: 3 clusters Score -1837802 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1838125.875000 Penalty: 4797.778809
	Iteration 16Q: 3 clusters Score -1838126 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1838387.500000 Penalty: 4797.778809
	Iteration 17Q: 3 clusters Score -1838388 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1838576.375000 Penalty: 4797.778809
	Iteration 18Q: 3 clusters Score -1838576 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1838694.000000 Penalty: 4797.778809
	Iteration 19Q: 3 clusters Score -1838694 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1838777.250000 Penalty: 4797.778809
	Iteration 20F: 3 clusters Score -1838777 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1838846.625000 Penalty: 4797.778809
	Iteration 21Q: 3 clusters Score -1838847 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1838902.000000 Penalty: 4797.778809
	Iteration 22Q: 3 clusters Score -1838902 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1838934.375000 Penalty: 4797.778809
	Iteration 23Q: 3 clusters Score -1838934 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1838966.750000 Penalty: 4797.778809
	Iteration 24Q: 3 clusters Score -1838967 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1838986.625000 Penalty: 4797.778809
	Iteration 25Q: 3 clusters Score -1838987 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1839019.250000 Penalty: 4797.778809
	Iteration 26Q: 3 clusters Score -1839019 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1839037.500000 Penalty: 4797.778809
	Iteration 27Q: 3 clusters Score -1839038 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1839058.000000 Penalty: 4797.778809
	Iteration 28Q: 3 clusters Score -1839058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1839086.125000 Penalty: 4797.778809
	Iteration 29Q: 3 clusters Score -1839086 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1839111.250000 Penalty: 4797.778809
	Iteration 30Q: 3 clusters Score -1839111 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1839155.875000 Penalty: 4797.778809
	Iteration 31Q: 3 clusters Score -1839156 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1839190.500000 Penalty: 4797.778809
	Iteration 32Q: 3 clusters Score -1839190 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1839237.125000 Penalty: 4797.778809
	Iteration 33Q: 3 clusters Score -1839237 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1839280.250000 Penalty: 4797.778809
	Iteration 34Q: 3 clusters Score -1839280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1839325.875000 Penalty: 4797.778809
	Iteration 35Q: 3 clusters Score -1839326 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1839367.500000 Penalty: 4797.778809
	Iteration 36Q: 3 clusters Score -1839368 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1839404.875000 Penalty: 4797.778809
	Iteration 37Q: 3 clusters Score -1839405 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1839432.250000 Penalty: 4797.778809
	Iteration 38Q: 3 clusters Score -1839432 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1839462.625000 Penalty: 4797.778809
	Iteration 39Q: 3 clusters Score -1839463 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1839497.250000 Penalty: 4797.778809
	Iteration 40F: 3 clusters Score -1839497 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1839527.375000 Penalty: 4797.778809
	Iteration 41Q: 3 clusters Score -1839527 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1839569.500000 Penalty: 4797.778809
	Iteration 42Q: 3 clusters Score -1839570 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1839606.375000 Penalty: 4797.778809
	Iteration 43Q: 3 clusters Score -1839606 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1839640.125000 Penalty: 4797.778809
	Iteration 44Q: 3 clusters Score -1839640 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1839670.125000 Penalty: 4797.778809
	Iteration 45Q: 3 clusters Score -1839670 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1839697.375000 Penalty: 4797.778809
	Iteration 46Q: 3 clusters Score -1839697 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1839729.000000 Penalty: 4797.778809
	Iteration 47Q: 3 clusters Score -1839729 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1839759.000000 Penalty: 4797.778809
	Iteration 48Q: 3 clusters Score -1839759 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1839780.500000 Penalty: 4797.778809
	Iteration 49Q: 3 clusters Score -1839780 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1839814.250000 Penalty: 4797.778809
	Iteration 50Q: 3 clusters Score -1839814 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1839842.000000 Penalty: 4797.778809
	Iteration 51Q: 3 clusters Score -1839842 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1839873.125000 Penalty: 4797.778809
	Iteration 52Q: 3 clusters Score -1839873 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1839895.000000 Penalty: 4797.778809
	Iteration 53Q: 3 clusters Score -1839895 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1839918.000000 Penalty: 4797.778809
	Iteration 54Q: 3 clusters Score -1839918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1839941.000000 Penalty: 4797.778809
	Iteration 55Q: 3 clusters Score -1839941 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1839964.250000 Penalty: 4797.778809
	Iteration 56Q: 3 clusters Score -1839964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1839998.500000 Penalty: 4797.778809
	Iteration 57Q: 3 clusters Score -1839998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1840018.500000 Penalty: 4797.778809
	Iteration 58Q: 3 clusters Score -1840018 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1840052.625000 Penalty: 4797.778809
	Iteration 59Q: 3 clusters Score -1840053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1840084.250000 Penalty: 4797.778809
	Iteration 60F: 3 clusters Score -1840084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1840110.000000 Penalty: 4797.778809
	Iteration 61Q: 3 clusters Score -1840110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1840141.250000 Penalty: 4797.778809
	Iteration 62Q: 3 clusters Score -1840141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1840169.125000 Penalty: 4797.778809
	Iteration 63Q: 3 clusters Score -1840169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1840196.000000 Penalty: 4797.778809
	Iteration 64Q: 3 clusters Score -1840196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1840214.500000 Penalty: 4797.778809
	Iteration 65Q: 3 clusters Score -1840214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1840227.875000 Penalty: 4797.778809
	Iteration 66Q: 3 clusters Score -1840228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1840250.500000 Penalty: 4797.778809
	Iteration 67Q: 3 clusters Score -1840250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1840271.125000 Penalty: 4797.778809
	Iteration 68Q: 3 clusters Score -1840271 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1840288.000000 Penalty: 4797.778809
	Iteration 69Q: 3 clusters Score -1840288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1840295.125000 Penalty: 4797.778809
	Iteration 70Q: 3 clusters Score -1840295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1840302.875000 Penalty: 4797.778809
	Iteration 71Q: 3 clusters Score -1840303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1840310.500000 Penalty: 4797.778809
	Iteration 72Q: 3 clusters Score -1840310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1840319.500000 Penalty: 4797.778809
	Iteration 73Q: 3 clusters Score -1840320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1840324.750000 Penalty: 4797.778809
	Iteration 74Q: 3 clusters Score -1840325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1840328.625000 Penalty: 4797.778809
	Iteration 75Q: 3 clusters Score -1840329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1840328.250000 Penalty: 4797.778809
	Iteration 76Q: 3 clusters Score -1840328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1840331.375000 Penalty: 4797.778809
	Iteration 77Q: 3 clusters Score -1840331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1840334.250000 Penalty: 4797.778809
	Iteration 78Q: 3 clusters Score -1840334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1840336.875000 Penalty: 4797.778809
	Iteration 79Q: 3 clusters Score -1840337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1840338.375000 Penalty: 4797.778809
	Iteration 80F: 3 clusters Score -1840338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1840343.000000 Penalty: 4797.778809
	Iteration 81Q: 3 clusters Score -1840343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1840349.750000 Penalty: 4797.778809
	Iteration 82Q: 3 clusters Score -1840350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1840361.125000 Penalty: 4797.778809
	Iteration 83Q: 3 clusters Score -1840361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1840373.000000 Penalty: 4797.778809
	Iteration 84Q: 3 clusters Score -1840373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1840381.875000 Penalty: 4797.778809
	Iteration 85Q: 3 clusters Score -1840382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1840391.625000 Penalty: 4797.778809
	Iteration 86Q: 3 clusters Score -1840392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1840403.375000 Penalty: 4797.778809
	Iteration 87Q: 3 clusters Score -1840403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1840414.125000 Penalty: 4797.778809
	Iteration 88Q: 3 clusters Score -1840414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1840426.250000 Penalty: 4797.778809
	Iteration 89Q: 3 clusters Score -1840426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1840432.750000 Penalty: 4797.778809
	Iteration 90Q: 3 clusters Score -1840433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1840440.000000 Penalty: 4797.778809
	Iteration 91Q: 3 clusters Score -1840440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1840443.250000 Penalty: 4797.778809
	Iteration 92Q: 3 clusters Score -1840443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1840444.750000 Penalty: 4797.778809
	Iteration 93Q: 3 clusters Score -1840445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1840446.625000 Penalty: 4797.778809
	Iteration 94Q: 3 clusters Score -1840447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1840449.625000 Penalty: 4797.778809
	Iteration 95Q: 3 clusters Score -1840450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1840448.750000 Penalty: 4797.778809
	Iteration 96Q: 3 clusters Score -1840449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1840448.625000 Penalty: 4797.778809
	Iteration 97Q: 3 clusters Score -1840449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1840451.375000 Penalty: 4797.778809
	Iteration 98Q: 3 clusters Score -1840451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1840459.375000 Penalty: 4797.778809
	Iteration 99Q: 3 clusters Score -1840459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1840460.625000 Penalty: 4797.778809
	Iteration 100F: 3 clusters Score -1840461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1840461.750000 Penalty: 4797.778809
	Iteration 101Q: 3 clusters Score -1840462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1840461.375000 Penalty: 4797.778809
	Iteration 102Q: 3 clusters Score -1840461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1840461.375000 Penalty: 4797.778809
	Iteration 103F: 3 clusters Score -1840461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Entering Unmasked Estep 
Score: -985310.750000 Penalty: 2257.041016
	Iteration 0F: 2 clusters Score -985310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -978405.250000 Penalty: 4514.082031
	Iteration 0F: 3 clusters Score -978405.2 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -980922.187500 Penalty: 4514.082031
	Iteration 1F: 3 clusters Score -980922.2 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -981793.312500 Penalty: 4514.082031
	Iteration 2F: 3 clusters Score -981793.3 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -982634.187500 Penalty: 4514.082031
	Iteration 3F: 3 clusters Score -982634.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -983347.562500 Penalty: 4514.082031
	Iteration 4F: 3 clusters Score -983347.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -983804.312500 Penalty: 4514.082031
	Iteration 5F: 3 clusters Score -983804.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -984055.687500 Penalty: 4514.082031
	Iteration 6Q: 3 clusters Score -984055.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -984172.625000 Penalty: 4514.082031
	Iteration 7Q: 3 clusters Score -984172.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -984230.687500 Penalty: 4514.082031
	Iteration 8Q: 3 clusters Score -984230.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -984253.062500 Penalty: 4514.082031
	Iteration 9Q: 3 clusters Score -984253.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -984270.625000 Penalty: 4514.082031
	Iteration 10Q: 3 clusters Score -984270.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -984283.437500 Penalty: 4514.082031
	Iteration 11Q: 3 clusters Score -984283.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -984291.500000 Penalty: 4514.082031
	Iteration 12Q: 3 clusters Score -984291.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -984294.812500 Penalty: 4514.082031
	Iteration 13Q: 3 clusters Score -984294.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -984299.562500 Penalty: 4514.082031
	Iteration 14Q: 3 clusters Score -984299.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -984302.812500 Penalty: 4514.082031
	Iteration 15Q: 3 clusters Score -984302.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -984303.937500 Penalty: 4514.082031
	Iteration 16Q: 3 clusters Score -984303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -984305.000000 Penalty: 4514.082031
	Iteration 17Q: 3 clusters Score -984305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -984306.500000 Penalty: 4514.082031
	Iteration 18Q: 3 clusters Score -984306.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -984303.937500 Penalty: 4514.082031
	Iteration 19Q: 3 clusters Score -984303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -984304.687500 Penalty: 4514.082031
	Iteration 20F: 3 clusters Score -984304.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -984306.375000 Penalty: 4514.082031
	Iteration 21Q: 3 clusters Score -984306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -984307.562500 Penalty: 4514.082031
	Iteration 22Q: 3 clusters Score -984307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -984307.000000 Penalty: 4514.082031
	Iteration 23Q: 3 clusters Score -984307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -984309.500000 Penalty: 4514.082031
	Iteration 24Q: 3 clusters Score -984309.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -984309.500000 Penalty: 4514.082031
	Iteration 25F: 3 clusters Score -984309.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -339249.468750 Penalty: 1987.391113
	Iteration 0F: 2 clusters Score -339249.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -335983.218750 Penalty: 3974.782227
	Iteration 0F: 3 clusters Score -335983.2 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -336673.531250 Penalty: 3974.782227
	Iteration 1F: 3 clusters Score -336673.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -336813.187500 Penalty: 3974.782227
	Iteration 2F: 3 clusters Score -336813.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -336884.781250 Penalty: 3974.782227
	Iteration 3Q: 3 clusters Score -336884.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -336932.468750 Penalty: 3974.782227
	Iteration 4Q: 3 clusters Score -336932.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -336955.593750 Penalty: 3974.782227
	Iteration 5Q: 3 clusters Score -336955.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -336973.218750 Penalty: 3974.782227
	Iteration 6Q: 3 clusters Score -336973.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -336987.062500 Penalty: 3974.782227
	Iteration 7Q: 3 clusters Score -336987.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -336996.250000 Penalty: 3974.782227
	Iteration 8Q: 3 clusters Score -336996.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -337002.812500 Penalty: 3974.782227
	Iteration 9Q: 3 clusters Score -337002.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -337014.312500 Penalty: 3974.782227
	Iteration 10Q: 3 clusters Score -337014.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -337025.031250 Penalty: 3974.782227
	Iteration 11Q: 3 clusters Score -337025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -337031.000000 Penalty: 3974.782227
	Iteration 12Q: 3 clusters Score -337031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -337034.312500 Penalty: 3974.782227
	Iteration 13Q: 3 clusters Score -337034.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -337036.687500 Penalty: 3974.782227
	Iteration 14Q: 3 clusters Score -337036.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -337040.000000 Penalty: 3974.782227
	Iteration 15Q: 3 clusters Score -337040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -337042.500000 Penalty: 3974.782227
	Iteration 16Q: 3 clusters Score -337042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -337044.906250 Penalty: 3974.782227
	Iteration 17Q: 3 clusters Score -337044.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -337047.531250 Penalty: 3974.782227
	Iteration 18Q: 3 clusters Score -337047.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -337052.406250 Penalty: 3974.782227
	Iteration 19Q: 3 clusters Score -337052.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -337059.218750 Penalty: 3974.782227
	Iteration 20F: 3 clusters Score -337059.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -337067.625000 Penalty: 3974.782227
	Iteration 21Q: 3 clusters Score -337067.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -337073.968750 Penalty: 3974.782227
	Iteration 22Q: 3 clusters Score -337074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -337077.156250 Penalty: 3974.782227
	Iteration 23Q: 3 clusters Score -337077.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -337078.218750 Penalty: 3974.782227
	Iteration 24Q: 3 clusters Score -337078.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -337080.125000 Penalty: 3974.782227
	Iteration 25Q: 3 clusters Score -337080.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -337082.937500 Penalty: 3974.782227
	Iteration 26Q: 3 clusters Score -337082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -337084.406250 Penalty: 3974.782227
	Iteration 27Q: 3 clusters Score -337084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -337087.593750 Penalty: 3974.782227
	Iteration 28Q: 3 clusters Score -337087.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -337091.375000 Penalty: 3974.782227
	Iteration 29Q: 3 clusters Score -337091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -337095.531250 Penalty: 3974.782227
	Iteration 30Q: 3 clusters Score -337095.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -337095.937500 Penalty: 3974.782227
	Iteration 31Q: 3 clusters Score -337095.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -337098.531250 Penalty: 3974.782227
	Iteration 32Q: 3 clusters Score -337098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -337100.500000 Penalty: 3974.782227
	Iteration 33Q: 3 clusters Score -337100.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -337101.437500 Penalty: 3974.782227
	Iteration 34Q: 3 clusters Score -337101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -337102.375000 Penalty: 3974.782227
	Iteration 35Q: 3 clusters Score -337102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -337102.531250 Penalty: 3974.782227
	Iteration 36Q: 3 clusters Score -337102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -337102.531250 Penalty: 3974.782227
	Iteration 37F: 3 clusters Score -337102.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (64071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Entering Unmasked Estep 
Score: -7293267.000000 Penalty: 2744.801270
	Iteration 0F: 2 clusters Score -7293267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -7250211.500000 Penalty: 5489.602539
	Iteration 0F: 3 clusters Score -7250212 nChanged 29921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -7267202.500000 Penalty: 5489.602539
	Iteration 1F: 3 clusters Score -7267202 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -7267981.500000 Penalty: 5489.602539
	Iteration 2Q: 3 clusters Score -7267982 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -7268798.500000 Penalty: 5489.602539
	Iteration 3Q: 3 clusters Score -7268798 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -7269810.500000 Penalty: 5489.602539
	Iteration 4Q: 3 clusters Score -7269810 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -7271246.500000 Penalty: 5489.602539
	Iteration 5Q: 3 clusters Score -7271246 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -7273356.000000 Penalty: 5489.602539
	Iteration 6F: 3 clusters Score -7273356 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -7276467.000000 Penalty: 5489.602539
	Iteration 7F: 3 clusters Score -7276467 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -7279915.500000 Penalty: 5489.602539
	Iteration 8F: 3 clusters Score -7279916 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -7282582.500000 Penalty: 5489.602539
	Iteration 9F: 3 clusters Score -7282582 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -7284081.000000 Penalty: 5489.602539
	Iteration 10Q: 3 clusters Score -7284081 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -7284871.000000 Penalty: 5489.602539
	Iteration 11Q: 3 clusters Score -7284871 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -7285460.500000 Penalty: 5489.602539
	Iteration 12Q: 3 clusters Score -7285460 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -7285895.000000 Penalty: 5489.602539
	Iteration 13Q: 3 clusters Score -7285895 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -7286197.000000 Penalty: 5489.602539
	Iteration 14Q: 3 clusters Score -7286197 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -7286413.500000 Penalty: 5489.602539
	Iteration 15Q: 3 clusters Score -7286414 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -7286592.500000 Penalty: 5489.602539
	Iteration 16Q: 3 clusters Score -7286592 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -7286727.000000 Penalty: 5489.602539
	Iteration 17Q: 3 clusters Score -7286727 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -7286812.000000 Penalty: 5489.602539
	Iteration 18Q: 3 clusters Score -7286812 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -7286912.500000 Penalty: 5489.602539
	Iteration 19Q: 3 clusters Score -7286912 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -7286985.500000 Penalty: 5489.602539
	Iteration 20F: 3 clusters Score -7286986 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -7287102.000000 Penalty: 5489.602539
	Iteration 21Q: 3 clusters Score -7287102 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -7287194.500000 Penalty: 5489.602539
	Iteration 22Q: 3 clusters Score -7287194 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -7287219.500000 Penalty: 5489.602539
	Iteration 23Q: 3 clusters Score -7287220 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -7287273.500000 Penalty: 5489.602539
	Iteration 24Q: 3 clusters Score -7287274 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -7287295.000000 Penalty: 5489.602539
	Iteration 25Q: 3 clusters Score -7287295 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -7287313.500000 Penalty: 5489.602539
	Iteration 26Q: 3 clusters Score -7287314 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -7287341.500000 Penalty: 5489.602539
	Iteration 27Q: 3 clusters Score -7287342 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -7287375.500000 Penalty: 5489.602539
	Iteration 28Q: 3 clusters Score -7287376 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -7287402.000000 Penalty: 5489.602539
	Iteration 29Q: 3 clusters Score -7287402 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -7287439.500000 Penalty: 5489.602539
	Iteration 30Q: 3 clusters Score -7287440 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -7287450.500000 Penalty: 5489.602539
	Iteration 31Q: 3 clusters Score -7287450 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -7287439.000000 Penalty: 5489.602539
	Iteration 32Q: 3 clusters Score -7287439 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -7287453.500000 Penalty: 5489.602539
	Iteration 33Q: 3 clusters Score -7287454 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -7287461.000000 Penalty: 5489.602539
	Iteration 34Q: 3 clusters Score -7287461 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -7287466.500000 Penalty: 5489.602539
	Iteration 35Q: 3 clusters Score -7287466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -7287465.500000 Penalty: 5489.602539
	Iteration 36Q: 3 clusters Score -7287466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -7287471.500000 Penalty: 5489.602539
	Iteration 37Q: 3 clusters Score -7287472 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -7287486.500000 Penalty: 5489.602539
	Iteration 38Q: 3 clusters Score -7287486 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -7287486.500000 Penalty: 5489.602539
	Iteration 39Q: 3 clusters Score -7287486 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -7287484.000000 Penalty: 5489.602539
	Iteration 40F: 3 clusters Score -7287484 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -7287489.000000 Penalty: 5489.602539
	Iteration 41Q: 3 clusters Score -7287489 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -7287472.500000 Penalty: 5489.602539
	Iteration 42Q: 3 clusters Score -7287472 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -7287488.500000 Penalty: 5489.602539
	Iteration 43Q: 3 clusters Score -7287488 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -7287490.000000 Penalty: 5489.602539
	Iteration 44Q: 3 clusters Score -7287490 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -7287492.000000 Penalty: 5489.602539
	Iteration 45Q: 3 clusters Score -7287492 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -7287504.500000 Penalty: 5489.602539
	Iteration 46Q: 3 clusters Score -7287504 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -7287516.500000 Penalty: 5489.602539
	Iteration 47Q: 3 clusters Score -7287516 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -7287513.000000 Penalty: 5489.602539
	Iteration 48Q: 3 clusters Score -7287513 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -7287527.500000 Penalty: 5489.602539
	Iteration 49Q: 3 clusters Score -7287528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -7287530.000000 Penalty: 5489.602539
	Iteration 50Q: 3 clusters Score -7287530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -7287511.000000 Penalty: 5489.602539
	Iteration 51Q: 3 clusters Score -7287511 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -7287516.500000 Penalty: 5489.602539
	Iteration 52Q: 3 clusters Score -7287516 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -7287531.000000 Penalty: 5489.602539
	Iteration 53Q: 3 clusters Score -7287531 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -7287539.000000 Penalty: 5489.602539
	Iteration 54Q: 3 clusters Score -7287539 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -7287543.000000 Penalty: 5489.602539
	Iteration 55Q: 3 clusters Score -7287543 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -7287539.500000 Penalty: 5489.602539
	Iteration 56Q: 3 clusters Score -7287540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -7287535.000000 Penalty: 5489.602539
	Iteration 57Q: 3 clusters Score -7287535 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -7287524.000000 Penalty: 5489.602539
	Iteration 58Q: 3 clusters Score -7287524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -7287537.500000 Penalty: 5489.602539
	Iteration 59Q: 3 clusters Score -7287538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -7287552.500000 Penalty: 5489.602539
	Iteration 60F: 3 clusters Score -7287552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -7287542.000000 Penalty: 5489.602539
	Iteration 61Q: 3 clusters Score -7287542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -7287548.000000 Penalty: 5489.602539
	Iteration 62Q: 3 clusters Score -7287548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -7287551.000000 Penalty: 5489.602539
	Iteration 63Q: 3 clusters Score -7287551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -7287549.500000 Penalty: 5489.602539
	Iteration 64Q: 3 clusters Score -7287550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -7287566.000000 Penalty: 5489.602539
	Iteration 65Q: 3 clusters Score -7287566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -7287552.500000 Penalty: 5489.602539
	Iteration 66Q: 3 clusters Score -7287552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -7287568.500000 Penalty: 5489.602539
	Iteration 67Q: 3 clusters Score -7287568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -7287574.500000 Penalty: 5489.602539
	Iteration 68Q: 3 clusters Score -7287574 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -7287575.500000 Penalty: 5489.602539
	Iteration 69Q: 3 clusters Score -7287576 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -7287590.000000 Penalty: 5489.602539
	Iteration 70Q: 3 clusters Score -7287590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -7287589.500000 Penalty: 5489.602539
	Iteration 71Q: 3 clusters Score -7287590 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -7287609.000000 Penalty: 5489.602539
	Iteration 72Q: 3 clusters Score -7287609 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -7287614.000000 Penalty: 5489.602539
	Iteration 73Q: 3 clusters Score -7287614 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -7287617.000000 Penalty: 5489.602539
	Iteration 74Q: 3 clusters Score -7287617 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -7287634.000000 Penalty: 5489.602539
	Iteration 75Q: 3 clusters Score -7287634 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -7287621.500000 Penalty: 5489.602539
	Iteration 76Q: 3 clusters Score -7287622 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -7287605.000000 Penalty: 5489.602539
	Iteration 77Q: 3 clusters Score -7287605 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -7287603.000000 Penalty: 5489.602539
	Iteration 78Q: 3 clusters Score -7287603 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -7287618.500000 Penalty: 5489.602539
	Iteration 79Q: 3 clusters Score -7287618 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -7287624.500000 Penalty: 5489.602539
	Iteration 80F: 3 clusters Score -7287624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -7287617.500000 Penalty: 5489.602539
	Iteration 81Q: 3 clusters Score -7287618 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -7287640.000000 Penalty: 5489.602539
	Iteration 82Q: 3 clusters Score -7287640 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -7287642.000000 Penalty: 5489.602539
	Iteration 83Q: 3 clusters Score -7287642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -7287648.000000 Penalty: 5489.602539
	Iteration 84Q: 3 clusters Score -7287648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -7287643.500000 Penalty: 5489.602539
	Iteration 85Q: 3 clusters Score -7287644 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -7287641.000000 Penalty: 5489.602539
	Iteration 86Q: 3 clusters Score -7287641 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -7287662.500000 Penalty: 5489.602539
	Iteration 87Q: 3 clusters Score -7287662 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -7287674.500000 Penalty: 5489.602539
	Iteration 88Q: 3 clusters Score -7287674 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -7287678.000000 Penalty: 5489.602539
	Iteration 89Q: 3 clusters Score -7287678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -7287682.000000 Penalty: 5489.602539
	Iteration 90Q: 3 clusters Score -7287682 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -7287684.000000 Penalty: 5489.602539
	Iteration 91Q: 3 clusters Score -7287684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -7287696.000000 Penalty: 5489.602539
	Iteration 92Q: 3 clusters Score -7287696 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -7287697.000000 Penalty: 5489.602539
	Iteration 93Q: 3 clusters Score -7287697 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -7287714.000000 Penalty: 5489.602539
	Iteration 94Q: 3 clusters Score -7287714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -7287734.500000 Penalty: 5489.602539
	Iteration 95Q: 3 clusters Score -7287734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -7287731.000000 Penalty: 5489.602539
	Iteration 96Q: 3 clusters Score -7287731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -7287740.000000 Penalty: 5489.602539
	Iteration 97Q: 3 clusters Score -7287740 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -7287745.500000 Penalty: 5489.602539
	Iteration 98Q: 3 clusters Score -7287746 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -7287746.500000 Penalty: 5489.602539
	Iteration 99Q: 3 clusters Score -7287746 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -7287744.000000 Penalty: 5489.602539
	Iteration 100F: 3 clusters Score -7287744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -7287728.000000 Penalty: 5489.602539
	Iteration 101Q: 3 clusters Score -7287728 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -7287743.000000 Penalty: 5489.602539
	Iteration 102Q: 3 clusters Score -7287743 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -7287753.000000 Penalty: 5489.602539
	Iteration 103Q: 3 clusters Score -7287753 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -7287757.500000 Penalty: 5489.602539
	Iteration 104Q: 3 clusters Score -7287758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -7287758.000000 Penalty: 5489.602539
	Iteration 105Q: 3 clusters Score -7287758 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -7287772.000000 Penalty: 5489.602539
	Iteration 106Q: 3 clusters Score -7287772 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -7287782.500000 Penalty: 5489.602539
	Iteration 107Q: 3 clusters Score -7287782 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -7287808.000000 Penalty: 5489.602539
	Iteration 108Q: 3 clusters Score -7287808 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7287831 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -7287818.000000 Penalty: 5489.602539
	Iteration 110Q: 3 clusters Score -7287818 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -7287824.500000 Penalty: 5489.602539
	Iteration 111Q: 3 clusters Score -7287824 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -7287838.500000 Penalty: 5489.602539
	Iteration 112Q: 3 clusters Score -7287838 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -7287847.500000 Penalty: 5489.602539
	Iteration 113Q: 3 clusters Score -7287848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -7287864.000000 Penalty: 5489.602539
	Iteration 114Q: 3 clusters Score -7287864 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -7287896.500000 Penalty: 5489.602539
	Iteration 115Q: 3 clusters Score -7287896 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -7287930.500000 Penalty: 5489.602539
	Iteration 116Q: 3 clusters Score -7287930 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -7287954.500000 Penalty: 5489.602539
	Iteration 117Q: 3 clusters Score -7287954 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -7287980.500000 Penalty: 5489.602539
	Iteration 118Q: 3 clusters Score -7287980 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -7288006.000000 Penalty: 5489.602539
	Iteration 119Q: 3 clusters Score -7288006 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -7288026.500000 Penalty: 5489.602539
	Iteration 120F: 3 clusters Score -7288026 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -7288030.500000 Penalty: 5489.602539
	Iteration 121Q: 3 clusters Score -7288030 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -7288030.000000 Penalty: 5489.602539
	Iteration 122Q: 3 clusters Score -7288030 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -7288070.000000 Penalty: 5489.602539
	Iteration 123Q: 3 clusters Score -7288070 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -7288114.500000 Penalty: 5489.602539
	Iteration 124Q: 3 clusters Score -7288114 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -7288139.500000 Penalty: 5489.602539
	Iteration 125Q: 3 clusters Score -7288140 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -7288171.000000 Penalty: 5489.602539
	Iteration 126Q: 3 clusters Score -7288171 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -7288210.000000 Penalty: 5489.602539
	Iteration 127Q: 3 clusters Score -7288210 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -7288274.000000 Penalty: 5489.602539
	Iteration 128Q: 3 clusters Score -7288274 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -7288342.500000 Penalty: 5489.602539
	Iteration 129Q: 3 clusters Score -7288342 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -7288422.000000 Penalty: 5489.602539
	Iteration 130Q: 3 clusters Score -7288422 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -7288471.500000 Penalty: 5489.602539
	Iteration 131Q: 3 clusters Score -7288472 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -7288491.500000 Penalty: 5489.602539
	Iteration 132Q: 3 clusters Score -7288492 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -7288562.000000 Penalty: 5489.602539
	Iteration 133Q: 3 clusters Score -7288562 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -7288606.500000 Penalty: 5489.602539
	Iteration 134Q: 3 clusters Score -7288606 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -7288648.000000 Penalty: 5489.602539
	Iteration 135Q: 3 clusters Score -7288648 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -7288708.000000 Penalty: 5489.602539
	Iteration 136Q: 3 clusters Score -7288708 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -7288745.000000 Penalty: 5489.602539
	Iteration 137Q: 3 clusters Score -7288745 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -7288784.000000 Penalty: 5489.602539
	Iteration 138Q: 3 clusters Score -7288784 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -7288833.000000 Penalty: 5489.602539
	Iteration 139Q: 3 clusters Score -7288833 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -7288899.000000 Penalty: 5489.602539
	Iteration 140F: 3 clusters Score -7288899 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56232 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -7288908.000000 Penalty: 5489.602539
	Iteration 141Q: 3 clusters Score -7288908 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -7288974.000000 Penalty: 5489.602539
	Iteration 142Q: 3 clusters Score -7288974 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -7289044.500000 Penalty: 5489.602539
	Iteration 143Q: 3 clusters Score -7289044 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -7289178.000000 Penalty: 5489.602539
	Iteration 144Q: 3 clusters Score -7289178 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -7289222.000000 Penalty: 5489.602539
	Iteration 145Q: 3 clusters Score -7289222 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -7289269.000000 Penalty: 5489.602539
	Iteration 146Q: 3 clusters Score -7289269 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -7289352.000000 Penalty: 5489.602539
	Iteration 147Q: 3 clusters Score -7289352 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -7289422.500000 Penalty: 5489.602539
	Iteration 148Q: 3 clusters Score -7289422 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -7289499.000000 Penalty: 5489.602539
	Iteration 149Q: 3 clusters Score -7289499 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -7289571.500000 Penalty: 5489.602539
	Iteration 150Q: 3 clusters Score -7289572 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -7289655.000000 Penalty: 5489.602539
	Iteration 151Q: 3 clusters Score -7289655 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -7289747.000000 Penalty: 5489.602539
	Iteration 152Q: 3 clusters Score -7289747 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -7289849.500000 Penalty: 5489.602539
	Iteration 153Q: 3 clusters Score -7289850 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -7289932.500000 Penalty: 5489.602539
	Iteration 154Q: 3 clusters Score -7289932 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -7289987.000000 Penalty: 5489.602539
	Iteration 155Q: 3 clusters Score -7289987 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -7290070.500000 Penalty: 5489.602539
	Iteration 156Q: 3 clusters Score -7290070 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -7290113.500000 Penalty: 5489.602539
	Iteration 157Q: 3 clusters Score -7290114 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -7290190.000000 Penalty: 5489.602539
	Iteration 158Q: 3 clusters Score -7290190 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -7290244.000000 Penalty: 5489.602539
	Iteration 159Q: 3 clusters Score -7290244 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -7290300.000000 Penalty: 5489.602539
	Iteration 160F: 3 clusters Score -7290300 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7290338.500000 Penalty: 5489.602539
	Iteration 161Q: 3 clusters Score -7290338 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7290398.500000 Penalty: 5489.602539
	Iteration 162Q: 3 clusters Score -7290398 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7290436.000000 Penalty: 5489.602539
	Iteration 163Q: 3 clusters Score -7290436 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -7290468.000000 Penalty: 5489.602539
	Iteration 164Q: 3 clusters Score -7290468 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7290505.000000 Penalty: 5489.602539
	Iteration 165Q: 3 clusters Score -7290505 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61854 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7290533.500000 Penalty: 5489.602539
	Iteration 166Q: 3 clusters Score -7290534 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7290582.500000 Penalty: 5489.602539
	Iteration 167Q: 3 clusters Score -7290582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7290614.500000 Penalty: 5489.602539
	Iteration 168Q: 3 clusters Score -7290614 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7290633.500000 Penalty: 5489.602539
	Iteration 169Q: 3 clusters Score -7290634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7290656.500000 Penalty: 5489.602539
	Iteration 170Q: 3 clusters Score -7290656 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7290676.000000 Penalty: 5489.602539
	Iteration 171Q: 3 clusters Score -7290676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7290704.500000 Penalty: 5489.602539
	Iteration 172Q: 3 clusters Score -7290704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7290736.500000 Penalty: 5489.602539
	Iteration 173Q: 3 clusters Score -7290736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7290761.500000 Penalty: 5489.602539
	Iteration 174Q: 3 clusters Score -7290762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7290776.500000 Penalty: 5489.602539
	Iteration 175Q: 3 clusters Score -7290776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7290792.500000 Penalty: 5489.602539
	Iteration 176Q: 3 clusters Score -7290792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7290805.500000 Penalty: 5489.602539
	Iteration 177Q: 3 clusters Score -7290806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7290805.500000 Penalty: 5489.602539
	Iteration 178Q: 3 clusters Score -7290806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -7290818.500000 Penalty: 5489.602539
	Iteration 179Q: 3 clusters Score -7290818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7290813.000000 Penalty: 5489.602539
	Iteration 180F: 3 clusters Score -7290813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7290827.500000 Penalty: 5489.602539
	Iteration 181Q: 3 clusters Score -7290828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7290831.000000 Penalty: 5489.602539
	Iteration 182Q: 3 clusters Score -7290831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7290828.500000 Penalty: 5489.602539
	Iteration 183Q: 3 clusters Score -7290828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7290837.000000 Penalty: 5489.602539
	Iteration 184Q: 3 clusters Score -7290837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7290847.000000 Penalty: 5489.602539
	Iteration 185Q: 3 clusters Score -7290847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7290846.500000 Penalty: 5489.602539
	Iteration 186Q: 3 clusters Score -7290846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7290865.000000 Penalty: 5489.602539
	Iteration 187Q: 3 clusters Score -7290865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7290877.500000 Penalty: 5489.602539
	Iteration 188Q: 3 clusters Score -7290878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7290871.000000 Penalty: 5489.602539
	Iteration 189Q: 3 clusters Score -7290871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7290882.000000 Penalty: 5489.602539
	Iteration 190Q: 3 clusters Score -7290882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7290875.000000 Penalty: 5489.602539
	Iteration 191Q: 3 clusters Score -7290875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7290874.000000 Penalty: 5489.602539
	Iteration 192Q: 3 clusters Score -7290874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7290878.500000 Penalty: 5489.602539
	Iteration 193Q: 3 clusters Score -7290878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7290877.500000 Penalty: 5489.602539
	Iteration 194Q: 3 clusters Score -7290878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7290880.000000 Penalty: 5489.602539
	Iteration 195Q: 3 clusters Score -7290880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7290880.000000 Penalty: 5489.602539
	Iteration 196F: 3 clusters Score -7290880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (238490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238490 members 
Entering Unmasked Estep 
Score: -27169934.000000 Penalty: 3070.756592
	Iteration 0F: 2 clusters Score -2.716993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119411 members 
Mstep: Class 2 contains 119079 members 
Entering Unmasked Estep 
Score: -27015976.000000 Penalty: 6141.513184
	Iteration 0F: 3 clusters Score -2.701598e+07 nChanged 114976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120541 members 
Mstep: Class 2 contains 117949 members 
Entering Unmasked Estep 
Score: -27083986.000000 Penalty: 6141.513184
	Iteration 1F: 3 clusters Score -2.708399e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121259 members 
Mstep: Class 2 contains 117231 members 
Entering Unmasked Estep 
Score: -27085790.000000 Penalty: 6141.513184
	Iteration 2Q: 3 clusters Score -2.708579e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122096 members 
Mstep: Class 2 contains 116394 members 
Entering Unmasked Estep 
Score: -27088154.000000 Penalty: 6141.513184
	Iteration 3Q: 3 clusters Score -2.708815e+07 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123189 members 
Mstep: Class 2 contains 115301 members 
Entering Unmasked Estep 
Score: -27091840.000000 Penalty: 6141.513184
	Iteration 4Q: 3 clusters Score -2.709184e+07 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124598 members 
Mstep: Class 2 contains 113892 members 
Entering Unmasked Estep 
Score: -27097036.000000 Penalty: 6141.513184
	Iteration 5Q: 3 clusters Score -2.709704e+07 nChanged 13025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126087 members 
Mstep: Class 2 contains 112403 members 
Entering Unmasked Estep 
Score: -27105408.000000 Penalty: 6141.513184
	Iteration 6F: 3 clusters Score -2.710541e+07 nChanged 15158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127187 members 
Mstep: Class 2 contains 111303 members 
Entering Unmasked Estep 
Score: -27115782.000000 Penalty: 6141.513184
	Iteration 7F: 3 clusters Score -2.711578e+07 nChanged 15496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127579 members 
Mstep: Class 2 contains 110911 members 
Entering Unmasked Estep 
Score: -27126324.000000 Penalty: 6141.513184
	Iteration 8F: 3 clusters Score -2.712632e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127334 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -27132482.000000 Penalty: 6141.513184
	Iteration 9F: 3 clusters Score -2.713248e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126843 members 
Mstep: Class 2 contains 111647 members 
Entering Unmasked Estep 
Score: -27135098.000000 Penalty: 6141.513184
	Iteration 10Q: 3 clusters Score -2.71351e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125958 members 
Mstep: Class 2 contains 112532 members 
Entering Unmasked Estep 
Score: -27136420.000000 Penalty: 6141.513184
	Iteration 11Q: 3 clusters Score -2.713642e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124693 members 
Mstep: Class 2 contains 113797 members 
Entering Unmasked Estep 
Score: -27137324.000000 Penalty: 6141.513184
	Iteration 12Q: 3 clusters Score -2.713732e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123034 members 
Mstep: Class 2 contains 115456 members 
Entering Unmasked Estep 
Score: -27138164.000000 Penalty: 6141.513184
	Iteration 13Q: 3 clusters Score -2.713816e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121092 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -27138944.000000 Penalty: 6141.513184
	Iteration 14Q: 3 clusters Score -2.713894e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118839 members 
Mstep: Class 2 contains 119651 members 
Entering Unmasked Estep 
Score: -27139928.000000 Penalty: 6141.513184
	Iteration 15Q: 3 clusters Score -2.713993e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116314 members 
Mstep: Class 2 contains 122176 members 
Entering Unmasked Estep 
Score: -27140848.000000 Penalty: 6141.513184
	Iteration 16Q: 3 clusters Score -2.714085e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113526 members 
Mstep: Class 2 contains 124964 members 
Entering Unmasked Estep 
Score: -27142030.000000 Penalty: 6141.513184
	Iteration 17Q: 3 clusters Score -2.714203e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110559 members 
Mstep: Class 2 contains 127931 members 
Entering Unmasked Estep 
Score: -27143244.000000 Penalty: 6141.513184
	Iteration 18Q: 3 clusters Score -2.714324e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 131155 members 
Entering Unmasked Estep 
Score: -27144372.000000 Penalty: 6141.513184
	Iteration 19Q: 3 clusters Score -2.714437e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103959 members 
Mstep: Class 2 contains 134531 members 
Entering Unmasked Estep 
Score: -27145738.000000 Penalty: 6141.513184
	Iteration 20F: 3 clusters Score -2.714574e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100611 members 
Mstep: Class 2 contains 137879 members 
Entering Unmasked Estep 
Score: -27147044.000000 Penalty: 6141.513184
	Iteration 21Q: 3 clusters Score -2.714704e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97213 members 
Mstep: Class 2 contains 141277 members 
Entering Unmasked Estep 
Score: -27148176.000000 Penalty: 6141.513184
	Iteration 22Q: 3 clusters Score -2.714818e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 144534 members 
Entering Unmasked Estep 
Score: -27149336.000000 Penalty: 6141.513184
	Iteration 23Q: 3 clusters Score -2.714934e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 147781 members 
Entering Unmasked Estep 
Score: -27150364.000000 Penalty: 6141.513184
	Iteration 24Q: 3 clusters Score -2.715036e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 150893 members 
Entering Unmasked Estep 
Score: -27151130.000000 Penalty: 6141.513184
	Iteration 25Q: 3 clusters Score -2.715113e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 154013 members 
Entering Unmasked Estep 
Score: -27152108.000000 Penalty: 6141.513184
	Iteration 26Q: 3 clusters Score -2.715211e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81380 members 
Mstep: Class 2 contains 157110 members 
Entering Unmasked Estep 
Score: -27153004.000000 Penalty: 6141.513184
	Iteration 27Q: 3 clusters Score -2.7153e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78239 members 
Mstep: Class 2 contains 160251 members 
Entering Unmasked Estep 
Score: -27153868.000000 Penalty: 6141.513184
	Iteration 28Q: 3 clusters Score -2.715387e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 163389 members 
Entering Unmasked Estep 
Score: -27154554.000000 Penalty: 6141.513184
	Iteration 29Q: 3 clusters Score -2.715455e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 166607 members 
Entering Unmasked Estep 
Score: -27155412.000000 Penalty: 6141.513184
	Iteration 30Q: 3 clusters Score -2.715541e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 169736 members 
Entering Unmasked Estep 
Score: -27156246.000000 Penalty: 6141.513184
	Iteration 31Q: 3 clusters Score -2.715625e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65661 members 
Mstep: Class 2 contains 172829 members 
Entering Unmasked Estep 
Score: -27157112.000000 Penalty: 6141.513184
	Iteration 32Q: 3 clusters Score -2.715711e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 175895 members 
Entering Unmasked Estep 
Score: -27157834.000000 Penalty: 6141.513184
	Iteration 33Q: 3 clusters Score -2.715783e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 178757 members 
Entering Unmasked Estep 
Score: -27158536.000000 Penalty: 6141.513184
	Iteration 34Q: 3 clusters Score -2.715854e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 181525 members 
Entering Unmasked Estep 
Score: -27159290.000000 Penalty: 6141.513184
	Iteration 35Q: 3 clusters Score -2.715929e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 184108 members 
Entering Unmasked Estep 
Score: -27159856.000000 Penalty: 6141.513184
	Iteration 36Q: 3 clusters Score -2.715986e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 186649 members 
Entering Unmasked Estep 
Score: -27160538.000000 Penalty: 6141.513184
	Iteration 37Q: 3 clusters Score -2.716054e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 189065 members 
Entering Unmasked Estep 
Score: -27161180.000000 Penalty: 6141.513184
	Iteration 38Q: 3 clusters Score -2.716118e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 191342 members 
Entering Unmasked Estep 
Score: -27161686.000000 Penalty: 6141.513184
	Iteration 39Q: 3 clusters Score -2.716169e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 193512 members 
Entering Unmasked Estep 
Score: -27162050.000000 Penalty: 6141.513184
	Iteration 40F: 3 clusters Score -2.716205e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 195604 members 
Entering Unmasked Estep 
Score: -27162608.000000 Penalty: 6141.513184
	Iteration 41Q: 3 clusters Score -2.716261e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 197587 members 
Entering Unmasked Estep 
Score: -27162828.000000 Penalty: 6141.513184
	Iteration 42Q: 3 clusters Score -2.716283e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 199413 members 
Entering Unmasked Estep 
Score: -27163158.000000 Penalty: 6141.513184
	Iteration 43Q: 3 clusters Score -2.716316e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 201158 members 
Entering Unmasked Estep 
Score: -27163548.000000 Penalty: 6141.513184
	Iteration 44Q: 3 clusters Score -2.716355e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 202821 members 
Entering Unmasked Estep 
Score: -27163788.000000 Penalty: 6141.513184
	Iteration 45Q: 3 clusters Score -2.716379e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 204441 members 
Entering Unmasked Estep 
Score: -27164048.000000 Penalty: 6141.513184
	Iteration 46Q: 3 clusters Score -2.716405e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 206046 members 
Entering Unmasked Estep 
Score: -27164350.000000 Penalty: 6141.513184
	Iteration 47Q: 3 clusters Score -2.716435e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 207576 members 
Entering Unmasked Estep 
Score: -27164602.000000 Penalty: 6141.513184
	Iteration 48Q: 3 clusters Score -2.71646e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 209041 members 
Entering Unmasked Estep 
Score: -27164726.000000 Penalty: 6141.513184
	Iteration 49Q: 3 clusters Score -2.716473e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 210423 members 
Entering Unmasked Estep 
Score: -27165070.000000 Penalty: 6141.513184
	Iteration 50Q: 3 clusters Score -2.716507e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 211757 members 
Entering Unmasked Estep 
Score: -27165340.000000 Penalty: 6141.513184
	Iteration 51Q: 3 clusters Score -2.716534e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 213075 members 
Entering Unmasked Estep 
Score: -27165568.000000 Penalty: 6141.513184
	Iteration 52Q: 3 clusters Score -2.716557e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 214391 members 
Entering Unmasked Estep 
Score: -27165700.000000 Penalty: 6141.513184
	Iteration 53Q: 3 clusters Score -2.71657e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 215576 members 
Entering Unmasked Estep 
Score: -27165828.000000 Penalty: 6141.513184
	Iteration 54Q: 3 clusters Score -2.716583e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 216648 members 
Entering Unmasked Estep 
Score: -27165826.000000 Penalty: 6141.513184
	Iteration 55Q: 3 clusters Score -2.716583e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 217622 members 
Entering Unmasked Estep 
Score: -27165908.000000 Penalty: 6141.513184
	Iteration 56Q: 3 clusters Score -2.716591e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 218576 members 
Entering Unmasked Estep 
Score: -27165940.000000 Penalty: 6141.513184
	Iteration 57Q: 3 clusters Score -2.716594e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 219449 members 
Entering Unmasked Estep 
Score: -27166060.000000 Penalty: 6141.513184
	Iteration 58Q: 3 clusters Score -2.716606e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 220327 members 
Entering Unmasked Estep 
Score: -27166114.000000 Penalty: 6141.513184
	Iteration 59Q: 3 clusters Score -2.716611e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 221151 members 
Entering Unmasked Estep 
Score: -27166254.000000 Penalty: 6141.513184
	Iteration 60F: 3 clusters Score -2.716625e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 221947 members 
Entering Unmasked Estep 
Score: -27166334.000000 Penalty: 6141.513184
	Iteration 61Q: 3 clusters Score -2.716633e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 222734 members 
Entering Unmasked Estep 
Score: -27166310.000000 Penalty: 6141.513184
	Iteration 62Q: 3 clusters Score -2.716631e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 223491 members 
Entering Unmasked Estep 
Score: -27166450.000000 Penalty: 6141.513184
	Iteration 63Q: 3 clusters Score -2.716645e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 224201 members 
Entering Unmasked Estep 
Score: -27166534.000000 Penalty: 6141.513184
	Iteration 64Q: 3 clusters Score -2.716653e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 224867 members 
Entering Unmasked Estep 
Score: -27166612.000000 Penalty: 6141.513184
	Iteration 65Q: 3 clusters Score -2.716661e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 225500 members 
Entering Unmasked Estep 
Score: -27166608.000000 Penalty: 6141.513184
	Iteration 66Q: 3 clusters Score -2.716661e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 226094 members 
Entering Unmasked Estep 
Score: -27166710.000000 Penalty: 6141.513184
	Iteration 67Q: 3 clusters Score -2.716671e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 226663 members 
Entering Unmasked Estep 
Score: -27166768.000000 Penalty: 6141.513184
	Iteration 68Q: 3 clusters Score -2.716677e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 227183 members 
Entering Unmasked Estep 
Score: -27166824.000000 Penalty: 6141.513184
	Iteration 69Q: 3 clusters Score -2.716682e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 227704 members 
Entering Unmasked Estep 
Score: -27166850.000000 Penalty: 6141.513184
	Iteration 70Q: 3 clusters Score -2.716685e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 228201 members 
Entering Unmasked Estep 
Score: -27166906.000000 Penalty: 6141.513184
	Iteration 71Q: 3 clusters Score -2.716691e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 228707 members 
Entering Unmasked Estep 
Score: -27166898.000000 Penalty: 6141.513184
	Iteration 72Q: 3 clusters Score -2.71669e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 229181 members 
Entering Unmasked Estep 
Score: -27167034.000000 Penalty: 6141.513184
	Iteration 73Q: 3 clusters Score -2.716703e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 229635 members 
Entering Unmasked Estep 
Score: -27166968.000000 Penalty: 6141.513184
	Iteration 74Q: 3 clusters Score -2.716697e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 230041 members 
Entering Unmasked Estep 
Score: -27166974.000000 Penalty: 6141.513184
	Iteration 75Q: 3 clusters Score -2.716697e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 230438 members 
Entering Unmasked Estep 
Score: -27167042.000000 Penalty: 6141.513184
	Iteration 76Q: 3 clusters Score -2.716704e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 230798 members 
Entering Unmasked Estep 
Score: -27167172.000000 Penalty: 6141.513184
	Iteration 77Q: 3 clusters Score -2.716717e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 231128 members 
Entering Unmasked Estep 
Score: -27167194.000000 Penalty: 6141.513184
	Iteration 78Q: 3 clusters Score -2.716719e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 231424 members 
Entering Unmasked Estep 
Score: -27167164.000000 Penalty: 6141.513184
	Iteration 79Q: 3 clusters Score -2.716716e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 231731 members 
Entering Unmasked Estep 
Score: -27167222.000000 Penalty: 6141.513184
	Iteration 80F: 3 clusters Score -2.716722e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 232008 members 
Entering Unmasked Estep 
Score: -27167214.000000 Penalty: 6141.513184
	Iteration 81Q: 3 clusters Score -2.716721e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 232275 members 
Entering Unmasked Estep 
Score: -27167230.000000 Penalty: 6141.513184
	Iteration 82Q: 3 clusters Score -2.716723e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 232546 members 
Entering Unmasked Estep 
Score: -27167220.000000 Penalty: 6141.513184
	Iteration 83Q: 3 clusters Score -2.716722e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 232811 members 
Entering Unmasked Estep 
Score: -27167296.000000 Penalty: 6141.513184
	Iteration 84Q: 3 clusters Score -2.71673e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 233079 members 
Entering Unmasked Estep 
Score: -27167350.000000 Penalty: 6141.513184
	Iteration 85Q: 3 clusters Score -2.716735e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 233271 members 
Entering Unmasked Estep 
Score: -27167354.000000 Penalty: 6141.513184
	Iteration 86Q: 3 clusters Score -2.716735e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 233449 members 
Entering Unmasked Estep 
Score: -27167338.000000 Penalty: 6141.513184
	Iteration 87Q: 3 clusters Score -2.716734e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 233620 members 
Entering Unmasked Estep 
Score: -27167390.000000 Penalty: 6141.513184
	Iteration 88Q: 3 clusters Score -2.716739e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 233778 members 
Entering Unmasked Estep 
Score: -27167414.000000 Penalty: 6141.513184
	Iteration 89Q: 3 clusters Score -2.716741e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 233923 members 
Entering Unmasked Estep 
Score: -27167374.000000 Penalty: 6141.513184
	Iteration 90Q: 3 clusters Score -2.716737e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 234053 members 
Entering Unmasked Estep 
Score: -27167360.000000 Penalty: 6141.513184
	Iteration 91Q: 3 clusters Score -2.716736e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 234196 members 
Entering Unmasked Estep 
Score: -27167382.000000 Penalty: 6141.513184
	Iteration 92Q: 3 clusters Score -2.716738e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 234346 members 
Entering Unmasked Estep 
Score: -27167432.000000 Penalty: 6141.513184
	Iteration 93Q: 3 clusters Score -2.716743e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 234489 members 
Entering Unmasked Estep 
Score: -27167412.000000 Penalty: 6141.513184
	Iteration 94Q: 3 clusters Score -2.716741e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 234623 members 
Entering Unmasked Estep 
Score: -27167392.000000 Penalty: 6141.513184
	Iteration 95Q: 3 clusters Score -2.716739e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 234769 members 
Entering Unmasked Estep 
Score: -27167410.000000 Penalty: 6141.513184
	Iteration 96Q: 3 clusters Score -2.716741e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 234893 members 
Entering Unmasked Estep 
Score: -27167408.000000 Penalty: 6141.513184
	Iteration 97Q: 3 clusters Score -2.716741e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 235004 members 
Entering Unmasked Estep 
Score: -27167428.000000 Penalty: 6141.513184
	Iteration 98Q: 3 clusters Score -2.716743e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 235094 members 
Entering Unmasked Estep 
Score: -27167454.000000 Penalty: 6141.513184
	Iteration 99Q: 3 clusters Score -2.716745e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 235172 members 
Entering Unmasked Estep 
Score: -27167456.000000 Penalty: 6141.513184
	Iteration 100F: 3 clusters Score -2.716746e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 235248 members 
Entering Unmasked Estep 
Score: -27167464.000000 Penalty: 6141.513184
	Iteration 101Q: 3 clusters Score -2.716746e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 235330 members 
Entering Unmasked Estep 
Score: -27167486.000000 Penalty: 6141.513184
	Iteration 102Q: 3 clusters Score -2.716749e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 235420 members 
Entering Unmasked Estep 
Score: -27167490.000000 Penalty: 6141.513184
	Iteration 103Q: 3 clusters Score -2.716749e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 235496 members 
Entering Unmasked Estep 
Score: -27167506.000000 Penalty: 6141.513184
	Iteration 104Q: 3 clusters Score -2.716751e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 235580 members 
Entering Unmasked Estep 
Score: -27167526.000000 Penalty: 6141.513184
	Iteration 105Q: 3 clusters Score -2.716753e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 235662 members 
Entering Unmasked Estep 
Score: -27167558.000000 Penalty: 6141.513184
	Iteration 106Q: 3 clusters Score -2.716756e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 235738 members 
Entering Unmasked Estep 
Score: -27167562.000000 Penalty: 6141.513184
	Iteration 107Q: 3 clusters Score -2.716756e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 235811 members 
Entering Unmasked Estep 
Score: -27167560.000000 Penalty: 6141.513184
	Iteration 108Q: 3 clusters Score -2.716756e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 235889 members 
Entering Unmasked Estep 
Score: -27167534.000000 Penalty: 6141.513184
	Iteration 109Q: 3 clusters Score -2.716753e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 235983 members 
Entering Unmasked Estep 
Score: -27167550.000000 Penalty: 6141.513184
	Iteration 110Q: 3 clusters Score -2.716755e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 236063 members 
Entering Unmasked Estep 
Score: -27167574.000000 Penalty: 6141.513184
	Iteration 111Q: 3 clusters Score -2.716757e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 236141 members 
Entering Unmasked Estep 
Score: -27167586.000000 Penalty: 6141.513184
	Iteration 112Q: 3 clusters Score -2.716759e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 236215 members 
Entering Unmasked Estep 
Score: -27167598.000000 Penalty: 6141.513184
	Iteration 113Q: 3 clusters Score -2.71676e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 236286 members 
Entering Unmasked Estep 
Score: -27167580.000000 Penalty: 6141.513184
	Iteration 114Q: 3 clusters Score -2.716758e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 236348 members 
Entering Unmasked Estep 
Score: -27167574.000000 Penalty: 6141.513184
	Iteration 115Q: 3 clusters Score -2.716757e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 236405 members 
Entering Unmasked Estep 
Score: -27167562.000000 Penalty: 6141.513184
	Iteration 116Q: 3 clusters Score -2.716756e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 236467 members 
Entering Unmasked Estep 
Score: -27167580.000000 Penalty: 6141.513184
	Iteration 117Q: 3 clusters Score -2.716758e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 236533 members 
Entering Unmasked Estep 
Score: -27167546.000000 Penalty: 6141.513184
	Iteration 118Q: 3 clusters Score -2.716755e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 236597 members 
Entering Unmasked Estep 
Score: -27167554.000000 Penalty: 6141.513184
	Iteration 119Q: 3 clusters Score -2.716755e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 236647 members 
Entering Unmasked Estep 
Score: -27167530.000000 Penalty: 6141.513184
	Iteration 120F: 3 clusters Score -2.716753e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 236687 members 
Entering Unmasked Estep 
Score: -27167522.000000 Penalty: 6141.513184
	Iteration 121Q: 3 clusters Score -2.716752e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 236712 members 
Entering Unmasked Estep 
Score: -27167568.000000 Penalty: 6141.513184
	Iteration 122Q: 3 clusters Score -2.716757e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 236744 members 
Entering Unmasked Estep 
Score: -27167564.000000 Penalty: 6141.513184
	Iteration 123Q: 3 clusters Score -2.716756e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 236776 members 
Entering Unmasked Estep 
Score: -27167566.000000 Penalty: 6141.513184
	Iteration 124Q: 3 clusters Score -2.716757e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 236812 members 
Entering Unmasked Estep 
Score: -27167578.000000 Penalty: 6141.513184
	Iteration 125Q: 3 clusters Score -2.716758e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 236848 members 
Entering Unmasked Estep 
Score: -27167624.000000 Penalty: 6141.513184
	Iteration 126Q: 3 clusters Score -2.716762e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 236876 members 
Entering Unmasked Estep 
Score: -27167634.000000 Penalty: 6141.513184
	Iteration 127Q: 3 clusters Score -2.716763e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 236900 members 
Entering Unmasked Estep 
Score: -27167626.000000 Penalty: 6141.513184
	Iteration 128Q: 3 clusters Score -2.716763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 236918 members 
Entering Unmasked Estep 
Score: -27167612.000000 Penalty: 6141.513184
	Iteration 129Q: 3 clusters Score -2.716761e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 236928 members 
Entering Unmasked Estep 
Score: -27167630.000000 Penalty: 6141.513184
	Iteration 130Q: 3 clusters Score -2.716763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 236944 members 
Entering Unmasked Estep 
Score: -27167628.000000 Penalty: 6141.513184
	Iteration 131Q: 3 clusters Score -2.716763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 236958 members 
Entering Unmasked Estep 
Score: -27167620.000000 Penalty: 6141.513184
	Iteration 132Q: 3 clusters Score -2.716762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 236967 members 
Entering Unmasked Estep 
Score: -27167612.000000 Penalty: 6141.513184
	Iteration 133Q: 3 clusters Score -2.716761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 236973 members 
Entering Unmasked Estep 
Score: -27167604.000000 Penalty: 6141.513184
	Iteration 134Q: 3 clusters Score -2.71676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 236979 members 
Entering Unmasked Estep 
Score: -27167616.000000 Penalty: 6141.513184
	Iteration 135Q: 3 clusters Score -2.716762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 236988 members 
Entering Unmasked Estep 
Score: -27167602.000000 Penalty: 6141.513184
	Iteration 136Q: 3 clusters Score -2.71676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 236998 members 
Entering Unmasked Estep 
Score: -27167626.000000 Penalty: 6141.513184
	Iteration 137Q: 3 clusters Score -2.716763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 237009 members 
Entering Unmasked Estep 
Score: -27167632.000000 Penalty: 6141.513184
	Iteration 138Q: 3 clusters Score -2.716763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 237015 members 
Entering Unmasked Estep 
Score: -27167646.000000 Penalty: 6141.513184
	Iteration 139Q: 3 clusters Score -2.716765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 237020 members 
Entering Unmasked Estep 
Score: -27167634.000000 Penalty: 6141.513184
	Iteration 140F: 3 clusters Score -2.716763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 237024 members 
Entering Unmasked Estep 
Score: -27167628.000000 Penalty: 6141.513184
	Iteration 141Q: 3 clusters Score -2.716763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 237028 members 
Entering Unmasked Estep 
Score: -27167630.000000 Penalty: 6141.513184
	Iteration 142Q: 3 clusters Score -2.716763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 237032 members 
Entering Unmasked Estep 
Score: -27167626.000000 Penalty: 6141.513184
	Iteration 143Q: 3 clusters Score -2.716763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 237036 members 
Entering Unmasked Estep 
Score: -27167628.000000 Penalty: 6141.513184
	Iteration 144Q: 3 clusters Score -2.716763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 237040 members 
Entering Unmasked Estep 
Score: -27167630.000000 Penalty: 6141.513184
	Iteration 145Q: 3 clusters Score -2.716763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 237051 members 
Entering Unmasked Estep 
Score: -27167614.000000 Penalty: 6141.513184
	Iteration 146Q: 3 clusters Score -2.716761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 237064 members 
Entering Unmasked Estep 
Score: -27167626.000000 Penalty: 6141.513184
	Iteration 147Q: 3 clusters Score -2.716763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 237068 members 
Entering Unmasked Estep 
Score: -27167612.000000 Penalty: 6141.513184
	Iteration 148Q: 3 clusters Score -2.716761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 237074 members 
Entering Unmasked Estep 
Score: -27167620.000000 Penalty: 6141.513184
	Iteration 149Q: 3 clusters Score -2.716762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 237076 members 
Entering Unmasked Estep 
Score: -27167606.000000 Penalty: 6141.513184
	Iteration 150Q: 3 clusters Score -2.716761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 237076 members 
Entering Unmasked Estep 
Score: -27167606.000000 Penalty: 6141.513184
	Iteration 151Q: 3 clusters Score -2.716761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 237078 members 
Entering Unmasked Estep 
Score: -27167610.000000 Penalty: 6141.513184
	Iteration 152Q: 3 clusters Score -2.716761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 237078 members 
Entering Unmasked Estep 
Score: -27167610.000000 Penalty: 6141.513184
	Iteration 153F: 3 clusters Score -2.716761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189512 members 
Entering Unmasked Estep 
Score: -21448754.000000 Penalty: 3013.747314
	Iteration 0F: 2 clusters Score -2.144875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -21323790.000000 Penalty: 6027.494629
	Iteration 0F: 3 clusters Score -2.132379e+07 nChanged 91027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99217 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -21377250.000000 Penalty: 6027.494629
	Iteration 1F: 3 clusters Score -2.137725e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -21379388.000000 Penalty: 6027.494629
	Iteration 2Q: 3 clusters Score -2.137939e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 82588 members 
Entering Unmasked Estep 
Score: -21382754.000000 Penalty: 6027.494629
	Iteration 3Q: 3 clusters Score -2.138275e+07 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113850 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -21388208.000000 Penalty: 6027.494629
	Iteration 4F: 3 clusters Score -2.138821e+07 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123519 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -21396606.000000 Penalty: 6027.494629
	Iteration 5F: 3 clusters Score -2.139661e+07 nChanged 14369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134914 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -21408250.000000 Penalty: 6027.494629
	Iteration 6F: 3 clusters Score -2.140825e+07 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145788 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -21419970.000000 Penalty: 6027.494629
	Iteration 7F: 3 clusters Score -2.141997e+07 nChanged 10863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154001 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -21429436.000000 Penalty: 6027.494629
	Iteration 8F: 3 clusters Score -2.142944e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159310 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -21435248.000000 Penalty: 6027.494629
	Iteration 9Q: 3 clusters Score -2.143525e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162859 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -21438302.000000 Penalty: 6027.494629
	Iteration 10Q: 3 clusters Score -2.14383e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165514 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -21439980.000000 Penalty: 6027.494629
	Iteration 11Q: 3 clusters Score -2.143998e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167748 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -21441086.000000 Penalty: 6027.494629
	Iteration 12Q: 3 clusters Score -2.144109e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169676 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -21441980.000000 Penalty: 6027.494629
	Iteration 13Q: 3 clusters Score -2.144198e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -21442626.000000 Penalty: 6027.494629
	Iteration 14Q: 3 clusters Score -2.144263e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172919 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -21443236.000000 Penalty: 6027.494629
	Iteration 15Q: 3 clusters Score -2.144324e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174293 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -21443806.000000 Penalty: 6027.494629
	Iteration 16Q: 3 clusters Score -2.144381e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175552 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -21444138.000000 Penalty: 6027.494629
	Iteration 17Q: 3 clusters Score -2.144414e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176631 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -21444490.000000 Penalty: 6027.494629
	Iteration 18Q: 3 clusters Score -2.144449e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177579 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -21444730.000000 Penalty: 6027.494629
	Iteration 19Q: 3 clusters Score -2.144473e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178441 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -21445146.000000 Penalty: 6027.494629
	Iteration 20F: 3 clusters Score -2.144515e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179259 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -21445368.000000 Penalty: 6027.494629
	Iteration 21Q: 3 clusters Score -2.144537e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180034 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -21445578.000000 Penalty: 6027.494629
	Iteration 22Q: 3 clusters Score -2.144558e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180735 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -21445722.000000 Penalty: 6027.494629
	Iteration 23Q: 3 clusters Score -2.144572e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181340 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -21445920.000000 Penalty: 6027.494629
	Iteration 24Q: 3 clusters Score -2.144592e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181863 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -21445968.000000 Penalty: 6027.494629
	Iteration 25Q: 3 clusters Score -2.144597e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182325 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -21446110.000000 Penalty: 6027.494629
	Iteration 26Q: 3 clusters Score -2.144611e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182746 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -21446248.000000 Penalty: 6027.494629
	Iteration 27Q: 3 clusters Score -2.144625e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183176 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -21446378.000000 Penalty: 6027.494629
	Iteration 28Q: 3 clusters Score -2.144638e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183542 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -21446420.000000 Penalty: 6027.494629
	Iteration 29Q: 3 clusters Score -2.144642e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183888 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -21446516.000000 Penalty: 6027.494629
	Iteration 30Q: 3 clusters Score -2.144652e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184196 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -21446616.000000 Penalty: 6027.494629
	Iteration 31Q: 3 clusters Score -2.144662e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184435 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -21446670.000000 Penalty: 6027.494629
	Iteration 32Q: 3 clusters Score -2.144667e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184684 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -21446744.000000 Penalty: 6027.494629
	Iteration 33Q: 3 clusters Score -2.144674e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184914 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -21446740.000000 Penalty: 6027.494629
	Iteration 34Q: 3 clusters Score -2.144674e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185101 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -21446784.000000 Penalty: 6027.494629
	Iteration 35Q: 3 clusters Score -2.144678e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185257 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -21446836.000000 Penalty: 6027.494629
	Iteration 36Q: 3 clusters Score -2.144684e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185385 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -21446822.000000 Penalty: 6027.494629
	Iteration 37Q: 3 clusters Score -2.144682e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185487 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -21446816.000000 Penalty: 6027.494629
	Iteration 38Q: 3 clusters Score -2.144682e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185578 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -21446824.000000 Penalty: 6027.494629
	Iteration 39Q: 3 clusters Score -2.144682e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185675 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -21446804.000000 Penalty: 6027.494629
	Iteration 40F: 3 clusters Score -2.14468e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185769 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -21446832.000000 Penalty: 6027.494629
	Iteration 41Q: 3 clusters Score -2.144683e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185858 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -21446856.000000 Penalty: 6027.494629
	Iteration 42Q: 3 clusters Score -2.144686e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185931 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -21446856.000000 Penalty: 6027.494629
	Iteration 43Q: 3 clusters Score -2.144686e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186000 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -21446874.000000 Penalty: 6027.494629
	Iteration 44Q: 3 clusters Score -2.144687e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186060 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -21446890.000000 Penalty: 6027.494629
	Iteration 45Q: 3 clusters Score -2.144689e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186119 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -21446902.000000 Penalty: 6027.494629
	Iteration 46Q: 3 clusters Score -2.14469e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186178 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -21446946.000000 Penalty: 6027.494629
	Iteration 47Q: 3 clusters Score -2.144695e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186233 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -21446960.000000 Penalty: 6027.494629
	Iteration 48Q: 3 clusters Score -2.144696e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186280 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -21446960.000000 Penalty: 6027.494629
	Iteration 49Q: 3 clusters Score -2.144696e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186326 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -21446970.000000 Penalty: 6027.494629
	Iteration 50Q: 3 clusters Score -2.144697e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186371 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -21446978.000000 Penalty: 6027.494629
	Iteration 51Q: 3 clusters Score -2.144698e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186408 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -21446996.000000 Penalty: 6027.494629
	Iteration 52Q: 3 clusters Score -2.1447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186435 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -21447006.000000 Penalty: 6027.494629
	Iteration 53Q: 3 clusters Score -2.144701e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186468 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -21447022.000000 Penalty: 6027.494629
	Iteration 54Q: 3 clusters Score -2.144702e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186496 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -21447048.000000 Penalty: 6027.494629
	Iteration 55Q: 3 clusters Score -2.144705e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186529 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -21447058.000000 Penalty: 6027.494629
	Iteration 56Q: 3 clusters Score -2.144706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186555 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -21447070.000000 Penalty: 6027.494629
	Iteration 57Q: 3 clusters Score -2.144707e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186580 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -21447086.000000 Penalty: 6027.494629
	Iteration 58Q: 3 clusters Score -2.144709e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186596 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -21447124.000000 Penalty: 6027.494629
	Iteration 59Q: 3 clusters Score -2.144712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186606 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -21447116.000000 Penalty: 6027.494629
	Iteration 60F: 3 clusters Score -2.144712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186611 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -21447116.000000 Penalty: 6027.494629
	Iteration 61Q: 3 clusters Score -2.144712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186616 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -21447110.000000 Penalty: 6027.494629
	Iteration 62Q: 3 clusters Score -2.144711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186617 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -21447096.000000 Penalty: 6027.494629
	Iteration 63Q: 3 clusters Score -2.14471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186622 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -21447094.000000 Penalty: 6027.494629
	Iteration 64Q: 3 clusters Score -2.144709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186627 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -21447092.000000 Penalty: 6027.494629
	Iteration 65Q: 3 clusters Score -2.144709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186631 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -21447104.000000 Penalty: 6027.494629
	Iteration 66Q: 3 clusters Score -2.14471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186632 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -21447100.000000 Penalty: 6027.494629
	Iteration 67Q: 3 clusters Score -2.14471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186633 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -21447110.000000 Penalty: 6027.494629
	Iteration 68Q: 3 clusters Score -2.144711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186633 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -21447108.000000 Penalty: 6027.494629
	Iteration 69Q: 3 clusters Score -2.144711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186633 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -21447108.000000 Penalty: 6027.494629
	Iteration 70F: 3 clusters Score -2.144711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -52427.960938 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -52427.96 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 268 members 
Entering Unmasked Estep 
Score: -50888.871094 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -50888.87 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51157.242188 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -51157.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51283.789062 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -51283.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51370.828125 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -51370.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51425.441406 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -51425.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51457.351562 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -51457.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51475.519531 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -51475.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51498.691406 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -51498.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51527.453125 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -51527.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51548.214844 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -51548.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51557.785156 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -51557.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51568.386719 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -51568.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51574.691406 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -51574.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51583.410156 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -51583.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51595.820312 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -51595.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51613.644531 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -51613.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51630.011719 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -51630.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51647.343750 Penalty: 3131.519775
	Iteration 17Q: 3 clusters Score -51647.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51650.632812 Penalty: 3131.519775
	Iteration 18Q: 3 clusters Score -51650.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51653.109375 Penalty: 3131.519775
	Iteration 19Q: 3 clusters Score -51653.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51653.109375 Penalty: 3131.519775
	Iteration 20F: 3 clusters Score -51653.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41201 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16220 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 64071 members 
Mstep: Class 18 contains 238490 members 
Mstep: Class 19 contains 189512 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762592.000000 Penalty: 66254.992188
Iteration 319Q: 21 clusters Score -7.076259e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41201 members 
Mstep: Class 4 contains 3278 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16223 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 64041 members 
Mstep: Class 18 contains 238470 members 
Mstep: Class 19 contains 189534 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762528.000000 Penalty: 66254.992188
Iteration 320F: 21 clusters Score -7.076253e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41200 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16224 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 64016 members 
Mstep: Class 18 contains 238452 members 
Mstep: Class 19 contains 189556 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 321Q: 21 clusters Score -7.07625e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41197 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16226 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 63998 members 
Mstep: Class 18 contains 238442 members 
Mstep: Class 19 contains 189557 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762552.000000 Penalty: 66254.992188
Iteration 322Q: 21 clusters Score -7.076255e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41194 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16226 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 63972 members 
Mstep: Class 18 contains 238439 members 
Mstep: Class 19 contains 189563 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762592.000000 Penalty: 66254.992188
Iteration 323Q: 21 clusters Score -7.076259e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16226 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 63936 members 
Mstep: Class 18 contains 238439 members 
Mstep: Class 19 contains 189581 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762624.000000 Penalty: 66254.992188
Iteration 324Q: 21 clusters Score -7.076262e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16226 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 63909 members 
Mstep: Class 18 contains 238443 members 
Mstep: Class 19 contains 189586 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762632.000000 Penalty: 66254.992188
Iteration 325Q: 21 clusters Score -7.076263e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16227 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 63876 members 
Mstep: Class 18 contains 238443 members 
Mstep: Class 19 contains 189597 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762608.000000 Penalty: 66254.992188
Iteration 326Q: 21 clusters Score -7.076261e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 63842 members 
Mstep: Class 18 contains 238436 members 
Mstep: Class 19 contains 189613 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762624.000000 Penalty: 66254.992188
Iteration 327Q: 21 clusters Score -7.076262e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41196 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 63820 members 
Mstep: Class 18 contains 238425 members 
Mstep: Class 19 contains 189628 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762616.000000 Penalty: 66254.992188
Iteration 328Q: 21 clusters Score -7.076262e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41198 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16232 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15888 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 63790 members 
Mstep: Class 18 contains 238416 members 
Mstep: Class 19 contains 189641 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762656.000000 Penalty: 66254.992188
Iteration 329Q: 21 clusters Score -7.076266e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16237 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15889 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 63764 members 
Mstep: Class 18 contains 238407 members 
Mstep: Class 19 contains 189650 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762616.000000 Penalty: 66254.992188
Iteration 330Q: 21 clusters Score -7.076262e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16239 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15888 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 63726 members 
Mstep: Class 18 contains 238402 members 
Mstep: Class 19 contains 189666 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762656.000000 Penalty: 66254.992188
Iteration 331Q: 21 clusters Score -7.076266e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41200 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16239 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15889 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 63691 members 
Mstep: Class 18 contains 238395 members 
Mstep: Class 19 contains 189682 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762552.000000 Penalty: 66254.992188
Iteration 332Q: 21 clusters Score -7.076255e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16238 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15890 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 63638 members 
Mstep: Class 18 contains 238388 members 
Mstep: Class 19 contains 189702 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762536.000000 Penalty: 66254.992188
Iteration 333Q: 21 clusters Score -7.076254e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41198 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16237 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15893 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 63603 members 
Mstep: Class 18 contains 238378 members 
Mstep: Class 19 contains 189715 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762560.000000 Penalty: 66254.992188
Iteration 334Q: 21 clusters Score -7.076256e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16239 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15894 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 63572 members 
Mstep: Class 18 contains 238361 members 
Mstep: Class 19 contains 189733 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762520.000000 Penalty: 66254.992188
Iteration 335Q: 21 clusters Score -7.076252e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16237 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15894 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 63542 members 
Mstep: Class 18 contains 238348 members 
Mstep: Class 19 contains 189753 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762480.000000 Penalty: 66254.992188
Iteration 336Q: 21 clusters Score -7.076248e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16238 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15894 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 63505 members 
Mstep: Class 18 contains 238334 members 
Mstep: Class 19 contains 189772 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762560.000000 Penalty: 66254.992188
Iteration 337Q: 21 clusters Score -7.076256e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41200 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15893 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 63459 members 
Mstep: Class 18 contains 238333 members 
Mstep: Class 19 contains 189787 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762536.000000 Penalty: 66254.992188
Iteration 338Q: 21 clusters Score -7.076254e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41199 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15890 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 63401 members 
Mstep: Class 18 contains 238326 members 
Mstep: Class 19 contains 189808 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 339Q: 21 clusters Score -7.07625e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41200 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 18088 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15889 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 63353 members 
Mstep: Class 18 contains 238312 members 
Mstep: Class 19 contains 189828 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762568.000000 Penalty: 66254.992188
Iteration 340F: 21 clusters Score -7.076257e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41200 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 63308 members 
Mstep: Class 18 contains 238306 members 
Mstep: Class 19 contains 189839 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762552.000000 Penalty: 66254.992188
Iteration 341Q: 21 clusters Score -7.076255e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41200 members 
Mstep: Class 4 contains 3286 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 63273 members 
Mstep: Class 18 contains 238316 members 
Mstep: Class 19 contains 189846 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762528.000000 Penalty: 66254.992188
Iteration 342Q: 21 clusters Score -7.076253e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41198 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16243 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 63235 members 
Mstep: Class 18 contains 238315 members 
Mstep: Class 19 contains 189858 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762592.000000 Penalty: 66254.992188
Iteration 343Q: 21 clusters Score -7.076259e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41196 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 63202 members 
Mstep: Class 18 contains 238325 members 
Mstep: Class 19 contains 189857 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762576.000000 Penalty: 66254.992188
Iteration 344Q: 21 clusters Score -7.076258e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41195 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15888 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 63171 members 
Mstep: Class 18 contains 238325 members 
Mstep: Class 19 contains 189863 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762576.000000 Penalty: 66254.992188
Iteration 345Q: 21 clusters Score -7.076258e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41194 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 63146 members 
Mstep: Class 18 contains 238320 members 
Mstep: Class 19 contains 189873 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762536.000000 Penalty: 66254.992188
Iteration 346Q: 21 clusters Score -7.076254e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41192 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 63119 members 
Mstep: Class 18 contains 238320 members 
Mstep: Class 19 contains 189881 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762544.000000 Penalty: 66254.992188
Iteration 347Q: 21 clusters Score -7.076254e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41192 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16243 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 63095 members 
Mstep: Class 18 contains 238318 members 
Mstep: Class 19 contains 189884 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762528.000000 Penalty: 66254.992188
Iteration 348Q: 21 clusters Score -7.076253e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41192 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16243 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 63074 members 
Mstep: Class 18 contains 238320 members 
Mstep: Class 19 contains 189888 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762536.000000 Penalty: 66254.992188
Iteration 349Q: 21 clusters Score -7.076254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41192 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 63055 members 
Mstep: Class 18 contains 238320 members 
Mstep: Class 19 contains 189891 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 350Q: 21 clusters Score -7.07625e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 63040 members 
Mstep: Class 18 contains 238319 members 
Mstep: Class 19 contains 189894 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 351Q: 21 clusters Score -7.07625e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 63025 members 
Mstep: Class 18 contains 238319 members 
Mstep: Class 19 contains 189898 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 352Q: 21 clusters Score -7.07625e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18094 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2994 members 
Mstep: Class 17 contains 63009 members 
Mstep: Class 18 contains 238318 members 
Mstep: Class 19 contains 189900 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762464.000000 Penalty: 66254.992188
Iteration 353Q: 21 clusters Score -7.076246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18094 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 62993 members 
Mstep: Class 18 contains 238319 members 
Mstep: Class 19 contains 189906 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762520.000000 Penalty: 66254.992188
Iteration 354Q: 21 clusters Score -7.076252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62987 members 
Mstep: Class 18 contains 238323 members 
Mstep: Class 19 contains 189913 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762480.000000 Penalty: 66254.992188
Iteration 355Q: 21 clusters Score -7.076248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 62979 members 
Mstep: Class 18 contains 238320 members 
Mstep: Class 19 contains 189919 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762480.000000 Penalty: 66254.992188
Iteration 356Q: 21 clusters Score -7.076248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3286 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 62965 members 
Mstep: Class 18 contains 238321 members 
Mstep: Class 19 contains 189924 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762464.000000 Penalty: 66254.992188
Iteration 357Q: 21 clusters Score -7.076246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 62954 members 
Mstep: Class 18 contains 238323 members 
Mstep: Class 19 contains 189925 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762472.000000 Penalty: 66254.992188
Iteration 358Q: 21 clusters Score -7.076247e+07 nChanged 24
Entering ConstructFrom: 
Score: -70762472.000000 Penalty: 66254.992188
Entering ConstructFrom: 
Trying to split cluster 1 (27869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Entering Unmasked Estep 
Score: -3220466.750000 Penalty: 2538.347168
	Iteration 0F: 2 clusters Score -3220467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3201323.250000 Penalty: 5076.694336
	Iteration 0F: 3 clusters Score -3201323 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3207972.500000 Penalty: 5076.694336
	Iteration 1F: 3 clusters Score -3207972 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3208316.000000 Penalty: 5076.694336
	Iteration 2Q: 3 clusters Score -3208316 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3208570.500000 Penalty: 5076.694336
	Iteration 3Q: 3 clusters Score -3208570 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3208788.750000 Penalty: 5076.694336
	Iteration 4Q: 3 clusters Score -3208789 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3208995.500000 Penalty: 5076.694336
	Iteration 5Q: 3 clusters Score -3208996 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3209203.250000 Penalty: 5076.694336
	Iteration 6Q: 3 clusters Score -3209203 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3209426.500000 Penalty: 5076.694336
	Iteration 7Q: 3 clusters Score -3209426 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3209686.500000 Penalty: 5076.694336
	Iteration 8Q: 3 clusters Score -3209686 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3210037.250000 Penalty: 5076.694336
	Iteration 9Q: 3 clusters Score -3210037 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -3210544.250000 Penalty: 5076.694336
	Iteration 10Q: 3 clusters Score -3210544 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3211333.750000 Penalty: 5076.694336
	Iteration 11Q: 3 clusters Score -3211334 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3212334.250000 Penalty: 5076.694336
	Iteration 12F: 3 clusters Score -3212334 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3213637.750000 Penalty: 5076.694336
	Iteration 13F: 3 clusters Score -3213638 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3214924.000000 Penalty: 5076.694336
	Iteration 14F: 3 clusters Score -3214924 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3216006.750000 Penalty: 5076.694336
	Iteration 15Q: 3 clusters Score -3216007 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3216788.750000 Penalty: 5076.694336
	Iteration 16Q: 3 clusters Score -3216789 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3217191.000000 Penalty: 5076.694336
	Iteration 17Q: 3 clusters Score -3217191 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3217438.000000 Penalty: 5076.694336
	Iteration 18Q: 3 clusters Score -3217438 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3217557.500000 Penalty: 5076.694336
	Iteration 19Q: 3 clusters Score -3217558 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3217630.500000 Penalty: 5076.694336
	Iteration 20F: 3 clusters Score -3217630 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3217717.750000 Penalty: 5076.694336
	Iteration 21Q: 3 clusters Score -3217718 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3217797.750000 Penalty: 5076.694336
	Iteration 22Q: 3 clusters Score -3217798 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3217848.000000 Penalty: 5076.694336
	Iteration 23Q: 3 clusters Score -3217848 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3217876.750000 Penalty: 5076.694336
	Iteration 24Q: 3 clusters Score -3217877 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3217907.750000 Penalty: 5076.694336
	Iteration 25Q: 3 clusters Score -3217908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3217928.250000 Penalty: 5076.694336
	Iteration 26Q: 3 clusters Score -3217928 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3217947.500000 Penalty: 5076.694336
	Iteration 27Q: 3 clusters Score -3217948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3217980.000000 Penalty: 5076.694336
	Iteration 28Q: 3 clusters Score -3217980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3218000.750000 Penalty: 5076.694336
	Iteration 29Q: 3 clusters Score -3218001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3218018.000000 Penalty: 5076.694336
	Iteration 30Q: 3 clusters Score -3218018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3218029.250000 Penalty: 5076.694336
	Iteration 31Q: 3 clusters Score -3218029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3218040.500000 Penalty: 5076.694336
	Iteration 32Q: 3 clusters Score -3218040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3218048.750000 Penalty: 5076.694336
	Iteration 33Q: 3 clusters Score -3218049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3218059.000000 Penalty: 5076.694336
	Iteration 34Q: 3 clusters Score -3218059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3218065.000000 Penalty: 5076.694336
	Iteration 35Q: 3 clusters Score -3218065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3218072.250000 Penalty: 5076.694336
	Iteration 36Q: 3 clusters Score -3218072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3218081.250000 Penalty: 5076.694336
	Iteration 37Q: 3 clusters Score -3218081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3218086.250000 Penalty: 5076.694336
	Iteration 38Q: 3 clusters Score -3218086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3218095.750000 Penalty: 5076.694336
	Iteration 39Q: 3 clusters Score -3218096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3218097.750000 Penalty: 5076.694336
	Iteration 40F: 3 clusters Score -3218098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3218103.500000 Penalty: 5076.694336
	Iteration 41Q: 3 clusters Score -3218104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3218114.000000 Penalty: 5076.694336
	Iteration 42Q: 3 clusters Score -3218114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3218115.750000 Penalty: 5076.694336
	Iteration 43Q: 3 clusters Score -3218116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3218125.250000 Penalty: 5076.694336
	Iteration 44Q: 3 clusters Score -3218125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3218117.250000 Penalty: 5076.694336
	Iteration 45Q: 3 clusters Score -3218117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3218118.750000 Penalty: 5076.694336
	Iteration 46Q: 3 clusters Score -3218119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3218129.750000 Penalty: 5076.694336
	Iteration 47Q: 3 clusters Score -3218130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3218131.000000 Penalty: 5076.694336
	Iteration 48Q: 3 clusters Score -3218131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3218128.500000 Penalty: 5076.694336
	Iteration 49Q: 3 clusters Score -3218128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3218132.750000 Penalty: 5076.694336
	Iteration 50Q: 3 clusters Score -3218133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3218132.750000 Penalty: 5076.694336
	Iteration 51F: 3 clusters Score -3218133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -92491.085938 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -92491.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90676.710938 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -90676.71 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90914.031250 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -90914.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -90966.453125 Penalty: 3325.996826
	Iteration 2Q: 3 clusters Score -90966.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90990.539062 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -90990.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91015.265625 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -91015.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91025.781250 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -91025.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91033.156250 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -91033.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91036.406250 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -91036.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91040.585938 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -91040.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91043.593750 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -91043.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91046.054688 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -91046.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -91048.101562 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -91048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91050.992188 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -91050.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91050.992188 Penalty: 3325.996826
	Iteration 13F: 3 clusters Score -91050.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Entering Unmasked Estep 
Score: -4620420.500000 Penalty: 2635.253662
	Iteration 0F: 2 clusters Score -4620420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -4592667.000000 Penalty: 5270.507324
	Iteration 0F: 3 clusters Score -4592667 nChanged 18813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -4603331.000000 Penalty: 5270.507324
	Iteration 1F: 3 clusters Score -4603331 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -4604223.500000 Penalty: 5270.507324
	Iteration 2Q: 3 clusters Score -4604224 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -4605239.500000 Penalty: 5270.507324
	Iteration 3F: 3 clusters Score -4605240 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -4606665.000000 Penalty: 5270.507324
	Iteration 4F: 3 clusters Score -4606665 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -4608743.500000 Penalty: 5270.507324
	Iteration 5F: 3 clusters Score -4608744 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -4611382.500000 Penalty: 5270.507324
	Iteration 6F: 3 clusters Score -4611382 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4614082.500000 Penalty: 5270.507324
	Iteration 7F: 3 clusters Score -4614082 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -4616409.000000 Penalty: 5270.507324
	Iteration 8F: 3 clusters Score -4616409 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -4618420.500000 Penalty: 5270.507324
	Iteration 9Q: 3 clusters Score -4618420 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -4619507.500000 Penalty: 5270.507324
	Iteration 10Q: 3 clusters Score -4619508 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -4619933.000000 Penalty: 5270.507324
	Iteration 11Q: 3 clusters Score -4619933 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -4620140.000000 Penalty: 5270.507324
	Iteration 12Q: 3 clusters Score -4620140 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -4620242.500000 Penalty: 5270.507324
	Iteration 13Q: 3 clusters Score -4620242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -4620287.500000 Penalty: 5270.507324
	Iteration 14Q: 3 clusters Score -4620288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -4620310.500000 Penalty: 5270.507324
	Iteration 15Q: 3 clusters Score -4620310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -4620322.000000 Penalty: 5270.507324
	Iteration 16Q: 3 clusters Score -4620322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -4620344.500000 Penalty: 5270.507324
	Iteration 17Q: 3 clusters Score -4620344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -4620355.000000 Penalty: 5270.507324
	Iteration 18Q: 3 clusters Score -4620355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -4620361.000000 Penalty: 5270.507324
	Iteration 19Q: 3 clusters Score -4620361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -4620364.500000 Penalty: 5270.507324
	Iteration 20F: 3 clusters Score -4620364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -4620365.500000 Penalty: 5270.507324
	Iteration 21Q: 3 clusters Score -4620366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -4620368.000000 Penalty: 5270.507324
	Iteration 22Q: 3 clusters Score -4620368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -4620369.500000 Penalty: 5270.507324
	Iteration 23Q: 3 clusters Score -4620370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -4620372.500000 Penalty: 5270.507324
	Iteration 24Q: 3 clusters Score -4620372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -4620372.500000 Penalty: 5270.507324
	Iteration 25F: 3 clusters Score -4620372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Entering Unmasked Estep 
Score: -353020.031250 Penalty: 2008.388062
	Iteration 0F: 2 clusters Score -353020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -349534.343750 Penalty: 4016.776123
	Iteration 0F: 3 clusters Score -349534.3 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -350263.281250 Penalty: 4016.776123
	Iteration 1F: 3 clusters Score -350263.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -350467.875000 Penalty: 4016.776123
	Iteration 2F: 3 clusters Score -350467.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -350578.000000 Penalty: 4016.776123
	Iteration 3Q: 3 clusters Score -350578 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -350653.500000 Penalty: 4016.776123
	Iteration 4Q: 3 clusters Score -350653.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -350712.437500 Penalty: 4016.776123
	Iteration 5Q: 3 clusters Score -350712.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -350755.750000 Penalty: 4016.776123
	Iteration 6Q: 3 clusters Score -350755.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -350785.156250 Penalty: 4016.776123
	Iteration 7Q: 3 clusters Score -350785.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -350807.843750 Penalty: 4016.776123
	Iteration 8Q: 3 clusters Score -350807.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -350827.593750 Penalty: 4016.776123
	Iteration 9Q: 3 clusters Score -350827.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -350842.062500 Penalty: 4016.776123
	Iteration 10Q: 3 clusters Score -350842.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -350858.500000 Penalty: 4016.776123
	Iteration 11Q: 3 clusters Score -350858.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -350869.312500 Penalty: 4016.776123
	Iteration 12Q: 3 clusters Score -350869.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -350875.187500 Penalty: 4016.776123
	Iteration 13Q: 3 clusters Score -350875.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -350879.500000 Penalty: 4016.776123
	Iteration 14Q: 3 clusters Score -350879.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -350886.437500 Penalty: 4016.776123
	Iteration 15Q: 3 clusters Score -350886.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -350894.843750 Penalty: 4016.776123
	Iteration 16Q: 3 clusters Score -350894.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -350902.093750 Penalty: 4016.776123
	Iteration 17Q: 3 clusters Score -350902.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -350909.500000 Penalty: 4016.776123
	Iteration 18Q: 3 clusters Score -350909.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -350915.781250 Penalty: 4016.776123
	Iteration 19Q: 3 clusters Score -350915.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -350920.718750 Penalty: 4016.776123
	Iteration 20F: 3 clusters Score -350920.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -350922.625000 Penalty: 4016.776123
	Iteration 21Q: 3 clusters Score -350922.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -350924.875000 Penalty: 4016.776123
	Iteration 22Q: 3 clusters Score -350924.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -350927.875000 Penalty: 4016.776123
	Iteration 23Q: 3 clusters Score -350927.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -350930.875000 Penalty: 4016.776123
	Iteration 24Q: 3 clusters Score -350930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -350932.906250 Penalty: 4016.776123
	Iteration 25Q: 3 clusters Score -350932.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -350936.093750 Penalty: 4016.776123
	Iteration 26Q: 3 clusters Score -350936.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -350937.906250 Penalty: 4016.776123
	Iteration 27Q: 3 clusters Score -350937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -350938.843750 Penalty: 4016.776123
	Iteration 28Q: 3 clusters Score -350938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -350939.281250 Penalty: 4016.776123
	Iteration 29Q: 3 clusters Score -350939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -350939.281250 Penalty: 4016.776123
	Iteration 30F: 3 clusters Score -350939.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72620.726562 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72620.73 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 321 members 
Entering Unmasked Estep 
Score: -70963.781250 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -70963.78 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71139.953125 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71139.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -71193.554688 Penalty: 3215.621338
	Iteration 2Q: 3 clusters Score -71193.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71215.070312 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71215.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71233.023438 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71233.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71244.562500 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71244.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71246.015625 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71246.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71246.867188 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -71246.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71246.867188 Penalty: 3215.621338
	Iteration 8F: 3 clusters Score -71246.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -95356.429688 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -95356.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -93526.125000 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -93526.12 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93821.757812 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -93821.76 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -93948.398438 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -93948.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -94026.609375 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -94026.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94089.484375 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -94089.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -94169.671875 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -94169.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -94254.656250 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -94254.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -94297.820312 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -94297.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -94330.992188 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -94330.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -94353.203125 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -94353.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -94368.148438 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -94368.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -94388.867188 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -94388.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -94408.500000 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -94408.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -94421.398438 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -94421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -94428.804688 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -94428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -94433.218750 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -94433.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -94438.226562 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -94438.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -94439.515625 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -94439.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -94441.796875 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -94441.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -94444.140625 Penalty: 3352.590576
	Iteration 19Q: 3 clusters Score -94444.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -94448.085938 Penalty: 3352.590576
	Iteration 20F: 3 clusters Score -94448.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -94452.406250 Penalty: 3352.590576
	Iteration 21Q: 3 clusters Score -94452.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -94460.101562 Penalty: 3352.590576
	Iteration 22Q: 3 clusters Score -94460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -94472.507812 Penalty: 3352.590576
	Iteration 23Q: 3 clusters Score -94472.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -94475.625000 Penalty: 3352.590576
	Iteration 24Q: 3 clusters Score -94475.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -94475.625000 Penalty: 3352.590576
	Iteration 25F: 3 clusters Score -94475.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -97647.234375 Penalty: 1696.455566
	Iteration 0F: 2 clusters Score -97647.23 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 461 members 
Entering Unmasked Estep 
Score: -95828.093750 Penalty: 3392.911133
	Iteration 0F: 3 clusters Score -95828.09 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96310.679688 Penalty: 3392.911133
	Iteration 1F: 3 clusters Score -96310.68 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -96588.945312 Penalty: 3392.911133
	Iteration 2F: 3 clusters Score -96588.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -96677.296875 Penalty: 3392.911133
	Iteration 3Q: 3 clusters Score -96677.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96711.023438 Penalty: 3392.911133
	Iteration 4Q: 3 clusters Score -96711.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -96732.789062 Penalty: 3392.911133
	Iteration 5Q: 3 clusters Score -96732.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -96743.601562 Penalty: 3392.911133
	Iteration 6Q: 3 clusters Score -96743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -96760.054688 Penalty: 3392.911133
	Iteration 7Q: 3 clusters Score -96760.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -96768.421875 Penalty: 3392.911133
	Iteration 8Q: 3 clusters Score -96768.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96772.945312 Penalty: 3392.911133
	Iteration 9Q: 3 clusters Score -96772.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -96778.101562 Penalty: 3392.911133
	Iteration 10Q: 3 clusters Score -96778.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -96785.617188 Penalty: 3392.911133
	Iteration 11Q: 3 clusters Score -96785.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -96792.726562 Penalty: 3392.911133
	Iteration 12Q: 3 clusters Score -96792.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -96809.093750 Penalty: 3392.911133
	Iteration 13Q: 3 clusters Score -96809.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -96841.343750 Penalty: 3392.911133
	Iteration 14Q: 3 clusters Score -96841.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -96888.648438 Penalty: 3392.911133
	Iteration 15Q: 3 clusters Score -96888.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -96911.375000 Penalty: 3392.911133
	Iteration 16Q: 3 clusters Score -96911.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -96925.445312 Penalty: 3392.911133
	Iteration 17Q: 3 clusters Score -96925.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -96945.765625 Penalty: 3392.911133
	Iteration 18Q: 3 clusters Score -96945.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -96957.367188 Penalty: 3392.911133
	Iteration 19Q: 3 clusters Score -96957.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -96972.984375 Penalty: 3392.911133
	Iteration 20F: 3 clusters Score -96972.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -96988.921875 Penalty: 3392.911133
	Iteration 21Q: 3 clusters Score -96988.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -96996.335938 Penalty: 3392.911133
	Iteration 22Q: 3 clusters Score -96996.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -97007.398438 Penalty: 3392.911133
	Iteration 23Q: 3 clusters Score -97007.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -97015.632812 Penalty: 3392.911133
	Iteration 24Q: 3 clusters Score -97015.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -97029.695312 Penalty: 3392.911133
	Iteration 25Q: 3 clusters Score -97029.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97051.648438 Penalty: 3392.911133
	Iteration 26Q: 3 clusters Score -97051.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -97082.531250 Penalty: 3392.911133
	Iteration 27Q: 3 clusters Score -97082.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -97104.257812 Penalty: 3392.911133
	Iteration 28Q: 3 clusters Score -97104.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -97124.359375 Penalty: 3392.911133
	Iteration 29Q: 3 clusters Score -97124.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -97146.742188 Penalty: 3392.911133
	Iteration 30Q: 3 clusters Score -97146.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -97183.468750 Penalty: 3392.911133
	Iteration 31Q: 3 clusters Score -97183.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -97215.484375 Penalty: 3392.911133
	Iteration 32Q: 3 clusters Score -97215.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -97241.351562 Penalty: 3392.911133
	Iteration 33Q: 3 clusters Score -97241.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -97256.023438 Penalty: 3392.911133
	Iteration 34Q: 3 clusters Score -97256.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97263.414062 Penalty: 3392.911133
	Iteration 35Q: 3 clusters Score -97263.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -97270.140625 Penalty: 3392.911133
	Iteration 36Q: 3 clusters Score -97270.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -97278.742188 Penalty: 3392.911133
	Iteration 37Q: 3 clusters Score -97278.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -97289.773438 Penalty: 3392.911133
	Iteration 38Q: 3 clusters Score -97289.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97299.562500 Penalty: 3392.911133
	Iteration 39Q: 3 clusters Score -97299.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97324.734375 Penalty: 3392.911133
	Iteration 40F: 3 clusters Score -97324.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97376.609375 Penalty: 3392.911133
	Iteration 41Q: 3 clusters Score -97376.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97440.875000 Penalty: 3392.911133
	Iteration 42Q: 3 clusters Score -97440.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97498.757812 Penalty: 3392.911133
	Iteration 43Q: 3 clusters Score -97498.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97546.382812 Penalty: 3392.911133
	Iteration 44Q: 3 clusters Score -97546.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -97580.695312 Penalty: 3392.911133
	Iteration 45Q: 3 clusters Score -97580.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -97591.500000 Penalty: 3392.911133
	Iteration 46Q: 3 clusters Score -97591.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -97592.625000 Penalty: 3392.911133
	Iteration 47Q: 3 clusters Score -97592.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -97592.625000 Penalty: 3392.911133
	Iteration 48F: 3 clusters Score -97592.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -130880.515625 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -130880.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -128801.531250 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -128801.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -129094.890625 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -129094.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129186.898438 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -129186.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -129236.632812 Penalty: 3504.967529
	Iteration 3Q: 3 clusters Score -129236.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -129265.851562 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -129265.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -129275.617188 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -129275.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129279.328125 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -129279.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -129279.765625 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -129279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129281.468750 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -129281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129282.968750 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -129283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -129287.648438 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -129287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -129288.656250 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -129288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -129290.710938 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -129290.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -129293.953125 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -129294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129298.554688 Penalty: 3504.967529
	Iteration 14Q: 3 clusters Score -129298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -129305.632812 Penalty: 3504.967529
	Iteration 15Q: 3 clusters Score -129305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -129311.507812 Penalty: 3504.967529
	Iteration 16Q: 3 clusters Score -129311.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -129315.023438 Penalty: 3504.967529
	Iteration 17Q: 3 clusters Score -129315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -129318.070312 Penalty: 3504.967529
	Iteration 18Q: 3 clusters Score -129318.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -129318.070312 Penalty: 3504.967529
	Iteration 19F: 3 clusters Score -129318.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -75786.796875 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -75786.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74000.546875 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -74000.55 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -74290.070312 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -74290.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -74453.390625 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -74453.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74597.890625 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -74597.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -74932.750000 Penalty: 3299.179688
	Iteration 4F: 3 clusters Score -74932.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -75316.914062 Penalty: 3299.179688
	Iteration 5F: 3 clusters Score -75316.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -75464.320312 Penalty: 3299.179688
	Iteration 6F: 3 clusters Score -75464.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -75570.664062 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -75570.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -75607.796875 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -75607.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -75639.210938 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -75639.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -75663.640625 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -75663.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -75669.304688 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -75669.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -75677.265625 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -75677.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -75679.882812 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -75679.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -75679.882812 Penalty: 3299.179688
	Iteration 14F: 3 clusters Score -75679.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -70977.781250 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -70977.78 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 390 members 
Entering Unmasked Estep 
Score: -69229.726562 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -69229.73 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69519.312500 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -69519.31 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69676.906250 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -69676.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69764.757812 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -69764.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69839.093750 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -69839.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69939.265625 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -69939.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -70001.078125 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -70001.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70083.757812 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -70083.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70136.164062 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -70136.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -70191.179688 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -70191.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -70216.500000 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -70216.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70255.125000 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -70255.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -70306.554688 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -70306.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -70371.640625 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -70371.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70376.140625 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -70376.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70379.218750 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -70379.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70386.609375 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -70386.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -70393.476562 Penalty: 3270.829102
	Iteration 17Q: 3 clusters Score -70393.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70395.398438 Penalty: 3270.829102
	Iteration 18Q: 3 clusters Score -70395.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70395.398438 Penalty: 3270.829102
	Iteration 19F: 3 clusters Score -70395.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Entering Unmasked Estep 
Score: -1883495.000000 Penalty: 2404.417725
	Iteration 0F: 2 clusters Score -1883495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1871848.625000 Penalty: 4808.835449
	Iteration 0F: 3 clusters Score -1871849 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1875512.000000 Penalty: 4808.835449
	Iteration 1F: 3 clusters Score -1875512 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1875839.875000 Penalty: 4808.835449
	Iteration 2F: 3 clusters Score -1875840 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1876092.500000 Penalty: 4808.835449
	Iteration 3Q: 3 clusters Score -1876092 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1876310.000000 Penalty: 4808.835449
	Iteration 4Q: 3 clusters Score -1876310 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1876547.750000 Penalty: 4808.835449
	Iteration 5Q: 3 clusters Score -1876548 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1876775.000000 Penalty: 4808.835449
	Iteration 6Q: 3 clusters Score -1876775 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1876941.625000 Penalty: 4808.835449
	Iteration 7Q: 3 clusters Score -1876942 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1877117.625000 Penalty: 4808.835449
	Iteration 8Q: 3 clusters Score -1877118 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1877295.125000 Penalty: 4808.835449
	Iteration 9Q: 3 clusters Score -1877295 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1877477.125000 Penalty: 4808.835449
	Iteration 10Q: 3 clusters Score -1877477 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1877686.500000 Penalty: 4808.835449
	Iteration 11Q: 3 clusters Score -1877686 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1877921.125000 Penalty: 4808.835449
	Iteration 12Q: 3 clusters Score -1877921 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1878194.000000 Penalty: 4808.835449
	Iteration 13Q: 3 clusters Score -1878194 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1878472.875000 Penalty: 4808.835449
	Iteration 14Q: 3 clusters Score -1878473 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1878714.500000 Penalty: 4808.835449
	Iteration 15Q: 3 clusters Score -1878714 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1878964.250000 Penalty: 4808.835449
	Iteration 16Q: 3 clusters Score -1878964 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1879181.125000 Penalty: 4808.835449
	Iteration 17Q: 3 clusters Score -1879181 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1879393.375000 Penalty: 4808.835449
	Iteration 18Q: 3 clusters Score -1879393 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1879558.750000 Penalty: 4808.835449
	Iteration 19Q: 3 clusters Score -1879559 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1879721.625000 Penalty: 4808.835449
	Iteration 20F: 3 clusters Score -1879722 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1879876.625000 Penalty: 4808.835449
	Iteration 21Q: 3 clusters Score -1879877 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1880024.875000 Penalty: 4808.835449
	Iteration 22Q: 3 clusters Score -1880025 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1880160.750000 Penalty: 4808.835449
	Iteration 23Q: 3 clusters Score -1880161 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1880293.125000 Penalty: 4808.835449
	Iteration 24Q: 3 clusters Score -1880293 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1880410.125000 Penalty: 4808.835449
	Iteration 25Q: 3 clusters Score -1880410 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1880507.625000 Penalty: 4808.835449
	Iteration 26Q: 3 clusters Score -1880508 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1880602.125000 Penalty: 4808.835449
	Iteration 27Q: 3 clusters Score -1880602 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1880699.375000 Penalty: 4808.835449
	Iteration 28Q: 3 clusters Score -1880699 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1880789.125000 Penalty: 4808.835449
	Iteration 29Q: 3 clusters Score -1880789 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1880866.375000 Penalty: 4808.835449
	Iteration 30Q: 3 clusters Score -1880866 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1880936.125000 Penalty: 4808.835449
	Iteration 31Q: 3 clusters Score -1880936 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1881019.375000 Penalty: 4808.835449
	Iteration 32Q: 3 clusters Score -1881019 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1881080.250000 Penalty: 4808.835449
	Iteration 33Q: 3 clusters Score -1881080 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1881143.875000 Penalty: 4808.835449
	Iteration 34Q: 3 clusters Score -1881144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1881195.000000 Penalty: 4808.835449
	Iteration 35Q: 3 clusters Score -1881195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1881224.250000 Penalty: 4808.835449
	Iteration 36Q: 3 clusters Score -1881224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1881247.000000 Penalty: 4808.835449
	Iteration 37Q: 3 clusters Score -1881247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1881269.625000 Penalty: 4808.835449
	Iteration 38Q: 3 clusters Score -1881270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1881290.875000 Penalty: 4808.835449
	Iteration 39Q: 3 clusters Score -1881291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1881314.000000 Penalty: 4808.835449
	Iteration 40F: 3 clusters Score -1881314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1881323.750000 Penalty: 4808.835449
	Iteration 41Q: 3 clusters Score -1881324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1881335.875000 Penalty: 4808.835449
	Iteration 42Q: 3 clusters Score -1881336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1881344.625000 Penalty: 4808.835449
	Iteration 43Q: 3 clusters Score -1881345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1881347.500000 Penalty: 4808.835449
	Iteration 44Q: 3 clusters Score -1881348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1881355.750000 Penalty: 4808.835449
	Iteration 45Q: 3 clusters Score -1881356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1881366.250000 Penalty: 4808.835449
	Iteration 46Q: 3 clusters Score -1881366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1881371.125000 Penalty: 4808.835449
	Iteration 47Q: 3 clusters Score -1881371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1881378.625000 Penalty: 4808.835449
	Iteration 48Q: 3 clusters Score -1881379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1881389.125000 Penalty: 4808.835449
	Iteration 49Q: 3 clusters Score -1881389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1881397.250000 Penalty: 4808.835449
	Iteration 50Q: 3 clusters Score -1881397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1881405.250000 Penalty: 4808.835449
	Iteration 51Q: 3 clusters Score -1881405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1881407.000000 Penalty: 4808.835449
	Iteration 52Q: 3 clusters Score -1881407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1881411.500000 Penalty: 4808.835449
	Iteration 53Q: 3 clusters Score -1881412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1881411.000000 Penalty: 4808.835449
	Iteration 54Q: 3 clusters Score -1881411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1881411.000000 Penalty: 4808.835449
	Iteration 55Q: 3 clusters Score -1881411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1881411.500000 Penalty: 4808.835449
	Iteration 56Q: 3 clusters Score -1881412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1881411.000000 Penalty: 4808.835449
	Iteration 57Q: 3 clusters Score -1881411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1881411.000000 Penalty: 4808.835449
	Iteration 58F: 3 clusters Score -1881411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Entering Unmasked Estep 
Score: -2096306.750000 Penalty: 2431.199951
	Iteration 0F: 2 clusters Score -2096307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2083461.375000 Penalty: 4862.399902
	Iteration 0F: 3 clusters Score -2083461 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2087720.500000 Penalty: 4862.399902
	Iteration 1F: 3 clusters Score -2087720 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2088189.125000 Penalty: 4862.399902
	Iteration 2F: 3 clusters Score -2088189 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2088531.000000 Penalty: 4862.399902
	Iteration 3Q: 3 clusters Score -2088531 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2088819.250000 Penalty: 4862.399902
	Iteration 4Q: 3 clusters Score -2088819 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2089065.125000 Penalty: 4862.399902
	Iteration 5Q: 3 clusters Score -2089065 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2089310.500000 Penalty: 4862.399902
	Iteration 6Q: 3 clusters Score -2089310 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2089554.625000 Penalty: 4862.399902
	Iteration 7Q: 3 clusters Score -2089555 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2089761.375000 Penalty: 4862.399902
	Iteration 8Q: 3 clusters Score -2089761 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2089951.125000 Penalty: 4862.399902
	Iteration 9Q: 3 clusters Score -2089951 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2090151.375000 Penalty: 4862.399902
	Iteration 10Q: 3 clusters Score -2090151 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2090378.250000 Penalty: 4862.399902
	Iteration 11Q: 3 clusters Score -2090378 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2090628.375000 Penalty: 4862.399902
	Iteration 12Q: 3 clusters Score -2090628 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2090874.500000 Penalty: 4862.399902
	Iteration 13Q: 3 clusters Score -2090874 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2091134.500000 Penalty: 4862.399902
	Iteration 14Q: 3 clusters Score -2091134 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2091378.250000 Penalty: 4862.399902
	Iteration 15Q: 3 clusters Score -2091378 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2091629.625000 Penalty: 4862.399902
	Iteration 16Q: 3 clusters Score -2091630 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2091871.375000 Penalty: 4862.399902
	Iteration 17Q: 3 clusters Score -2091871 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2092083.750000 Penalty: 4862.399902
	Iteration 18Q: 3 clusters Score -2092084 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2092218.500000 Penalty: 4862.399902
	Iteration 19Q: 3 clusters Score -2092218 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2092343.875000 Penalty: 4862.399902
	Iteration 20F: 3 clusters Score -2092344 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2092425.375000 Penalty: 4862.399902
	Iteration 21Q: 3 clusters Score -2092425 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2092498.125000 Penalty: 4862.399902
	Iteration 22Q: 3 clusters Score -2092498 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2092538.750000 Penalty: 4862.399902
	Iteration 23Q: 3 clusters Score -2092539 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2092588.500000 Penalty: 4862.399902
	Iteration 24Q: 3 clusters Score -2092588 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2092617.250000 Penalty: 4862.399902
	Iteration 25Q: 3 clusters Score -2092617 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2092636.750000 Penalty: 4862.399902
	Iteration 26Q: 3 clusters Score -2092637 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2092648.250000 Penalty: 4862.399902
	Iteration 27Q: 3 clusters Score -2092648 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2092669.125000 Penalty: 4862.399902
	Iteration 28Q: 3 clusters Score -2092669 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2092683.375000 Penalty: 4862.399902
	Iteration 29Q: 3 clusters Score -2092683 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2092687.250000 Penalty: 4862.399902
	Iteration 30Q: 3 clusters Score -2092687 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2092708.000000 Penalty: 4862.399902
	Iteration 31Q: 3 clusters Score -2092708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2092723.750000 Penalty: 4862.399902
	Iteration 32Q: 3 clusters Score -2092724 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2092732.875000 Penalty: 4862.399902
	Iteration 33Q: 3 clusters Score -2092733 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2092741.625000 Penalty: 4862.399902
	Iteration 34Q: 3 clusters Score -2092742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2092751.375000 Penalty: 4862.399902
	Iteration 35Q: 3 clusters Score -2092751 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2092765.250000 Penalty: 4862.399902
	Iteration 36Q: 3 clusters Score -2092765 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2092772.500000 Penalty: 4862.399902
	Iteration 37Q: 3 clusters Score -2092772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2092780.750000 Penalty: 4862.399902
	Iteration 38Q: 3 clusters Score -2092781 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2092787.875000 Penalty: 4862.399902
	Iteration 39Q: 3 clusters Score -2092788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2092804.250000 Penalty: 4862.399902
	Iteration 40F: 3 clusters Score -2092804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2092811.625000 Penalty: 4862.399902
	Iteration 41Q: 3 clusters Score -2092812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2092817.250000 Penalty: 4862.399902
	Iteration 42Q: 3 clusters Score -2092817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2092825.625000 Penalty: 4862.399902
	Iteration 43Q: 3 clusters Score -2092826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2092839.500000 Penalty: 4862.399902
	Iteration 44Q: 3 clusters Score -2092840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2092851.875000 Penalty: 4862.399902
	Iteration 45Q: 3 clusters Score -2092852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2092864.500000 Penalty: 4862.399902
	Iteration 46Q: 3 clusters Score -2092864 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2092883.250000 Penalty: 4862.399902
	Iteration 47Q: 3 clusters Score -2092883 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2092892.375000 Penalty: 4862.399902
	Iteration 48Q: 3 clusters Score -2092892 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2092902.375000 Penalty: 4862.399902
	Iteration 49Q: 3 clusters Score -2092902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2092913.250000 Penalty: 4862.399902
	Iteration 50Q: 3 clusters Score -2092913 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2092926.750000 Penalty: 4862.399902
	Iteration 51Q: 3 clusters Score -2092927 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2092938.375000 Penalty: 4862.399902
	Iteration 52Q: 3 clusters Score -2092938 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2092950.375000 Penalty: 4862.399902
	Iteration 53Q: 3 clusters Score -2092950 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2092970.000000 Penalty: 4862.399902
	Iteration 54Q: 3 clusters Score -2092970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2092983.625000 Penalty: 4862.399902
	Iteration 55Q: 3 clusters Score -2092984 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2093005.125000 Penalty: 4862.399902
	Iteration 56Q: 3 clusters Score -2093005 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2093024.000000 Penalty: 4862.399902
	Iteration 57Q: 3 clusters Score -2093024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2093043.250000 Penalty: 4862.399902
	Iteration 58Q: 3 clusters Score -2093043 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2093071.125000 Penalty: 4862.399902
	Iteration 59Q: 3 clusters Score -2093071 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2093099.500000 Penalty: 4862.399902
	Iteration 60F: 3 clusters Score -2093100 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2093116.500000 Penalty: 4862.399902
	Iteration 61Q: 3 clusters Score -2093116 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2093145.625000 Penalty: 4862.399902
	Iteration 62Q: 3 clusters Score -2093146 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2093164.125000 Penalty: 4862.399902
	Iteration 63Q: 3 clusters Score -2093164 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2093179.625000 Penalty: 4862.399902
	Iteration 64Q: 3 clusters Score -2093180 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2093204.500000 Penalty: 4862.399902
	Iteration 65Q: 3 clusters Score -2093204 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2093229.375000 Penalty: 4862.399902
	Iteration 66Q: 3 clusters Score -2093229 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2093255.125000 Penalty: 4862.399902
	Iteration 67Q: 3 clusters Score -2093255 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2093274.375000 Penalty: 4862.399902
	Iteration 68Q: 3 clusters Score -2093274 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2093299.375000 Penalty: 4862.399902
	Iteration 69Q: 3 clusters Score -2093299 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2093330.125000 Penalty: 4862.399902
	Iteration 70Q: 3 clusters Score -2093330 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2093344.500000 Penalty: 4862.399902
	Iteration 71Q: 3 clusters Score -2093344 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2093373.500000 Penalty: 4862.399902
	Iteration 72Q: 3 clusters Score -2093374 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2093405.500000 Penalty: 4862.399902
	Iteration 73Q: 3 clusters Score -2093406 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2093442.750000 Penalty: 4862.399902
	Iteration 74Q: 3 clusters Score -2093443 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2093465.125000 Penalty: 4862.399902
	Iteration 75Q: 3 clusters Score -2093465 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2093497.625000 Penalty: 4862.399902
	Iteration 76Q: 3 clusters Score -2093498 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2093533.375000 Penalty: 4862.399902
	Iteration 77Q: 3 clusters Score -2093533 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2093570.875000 Penalty: 4862.399902
	Iteration 78Q: 3 clusters Score -2093571 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2093605.750000 Penalty: 4862.399902
	Iteration 79Q: 3 clusters Score -2093606 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2093640.000000 Penalty: 4862.399902
	Iteration 80F: 3 clusters Score -2093640 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2093676.750000 Penalty: 4862.399902
	Iteration 81Q: 3 clusters Score -2093677 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2093713.875000 Penalty: 4862.399902
	Iteration 82Q: 3 clusters Score -2093714 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2093756.375000 Penalty: 4862.399902
	Iteration 83Q: 3 clusters Score -2093756 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2093814.625000 Penalty: 4862.399902
	Iteration 84Q: 3 clusters Score -2093815 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2093866.750000 Penalty: 4862.399902
	Iteration 85Q: 3 clusters Score -2093867 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2093911.000000 Penalty: 4862.399902
	Iteration 86Q: 3 clusters Score -2093911 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2093946.750000 Penalty: 4862.399902
	Iteration 87Q: 3 clusters Score -2093947 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2093984.500000 Penalty: 4862.399902
	Iteration 88Q: 3 clusters Score -2093984 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2094030.375000 Penalty: 4862.399902
	Iteration 89Q: 3 clusters Score -2094030 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2094056.500000 Penalty: 4862.399902
	Iteration 90Q: 3 clusters Score -2094056 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2094084.000000 Penalty: 4862.399902
	Iteration 91Q: 3 clusters Score -2094084 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2094118.500000 Penalty: 4862.399902
	Iteration 92Q: 3 clusters Score -2094118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2094152.375000 Penalty: 4862.399902
	Iteration 93Q: 3 clusters Score -2094152 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2094186.875000 Penalty: 4862.399902
	Iteration 94Q: 3 clusters Score -2094187 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2094222.375000 Penalty: 4862.399902
	Iteration 95Q: 3 clusters Score -2094222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2094258.625000 Penalty: 4862.399902
	Iteration 96Q: 3 clusters Score -2094259 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2094290.625000 Penalty: 4862.399902
	Iteration 97Q: 3 clusters Score -2094291 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2094336.750000 Penalty: 4862.399902
	Iteration 98Q: 3 clusters Score -2094337 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2094376.250000 Penalty: 4862.399902
	Iteration 99Q: 3 clusters Score -2094376 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2094406.875000 Penalty: 4862.399902
	Iteration 100F: 3 clusters Score -2094407 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2094427.500000 Penalty: 4862.399902
	Iteration 101Q: 3 clusters Score -2094428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2094457.000000 Penalty: 4862.399902
	Iteration 102Q: 3 clusters Score -2094457 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2094487.750000 Penalty: 4862.399902
	Iteration 103Q: 3 clusters Score -2094488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2094506.875000 Penalty: 4862.399902
	Iteration 104Q: 3 clusters Score -2094507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2094523.625000 Penalty: 4862.399902
	Iteration 105Q: 3 clusters Score -2094524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2094541.250000 Penalty: 4862.399902
	Iteration 106Q: 3 clusters Score -2094541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2094550.000000 Penalty: 4862.399902
	Iteration 107Q: 3 clusters Score -2094550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2094557.500000 Penalty: 4862.399902
	Iteration 108Q: 3 clusters Score -2094558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2094569.000000 Penalty: 4862.399902
	Iteration 109Q: 3 clusters Score -2094569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2094572.750000 Penalty: 4862.399902
	Iteration 110Q: 3 clusters Score -2094573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2094581.375000 Penalty: 4862.399902
	Iteration 111Q: 3 clusters Score -2094581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2094593.250000 Penalty: 4862.399902
	Iteration 112Q: 3 clusters Score -2094593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2094589.875000 Penalty: 4862.399902
	Iteration 113Q: 3 clusters Score -2094590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2094596.250000 Penalty: 4862.399902
	Iteration 114Q: 3 clusters Score -2094596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2094603.625000 Penalty: 4862.399902
	Iteration 115Q: 3 clusters Score -2094604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2094602.250000 Penalty: 4862.399902
	Iteration 116Q: 3 clusters Score -2094602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2094606.625000 Penalty: 4862.399902
	Iteration 117Q: 3 clusters Score -2094607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2094604.000000 Penalty: 4862.399902
	Iteration 118Q: 3 clusters Score -2094604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2094605.875000 Penalty: 4862.399902
	Iteration 119Q: 3 clusters Score -2094606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2094609.750000 Penalty: 4862.399902
	Iteration 120F: 3 clusters Score -2094610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2094610.250000 Penalty: 4862.399902
	Iteration 121Q: 3 clusters Score -2094610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2094619.250000 Penalty: 4862.399902
	Iteration 122Q: 3 clusters Score -2094619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2094626.750000 Penalty: 4862.399902
	Iteration 123Q: 3 clusters Score -2094627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2094627.125000 Penalty: 4862.399902
	Iteration 124Q: 3 clusters Score -2094627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2094629.125000 Penalty: 4862.399902
	Iteration 125Q: 3 clusters Score -2094629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2094629.500000 Penalty: 4862.399902
	Iteration 126Q: 3 clusters Score -2094630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2094629.750000 Penalty: 4862.399902
	Iteration 127Q: 3 clusters Score -2094630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2094631.750000 Penalty: 4862.399902
	Iteration 128Q: 3 clusters Score -2094632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2094632.750000 Penalty: 4862.399902
	Iteration 129Q: 3 clusters Score -2094633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2094630.000000 Penalty: 4862.399902
	Iteration 130Q: 3 clusters Score -2094630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2094630.625000 Penalty: 4862.399902
	Iteration 131Q: 3 clusters Score -2094631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2094634.750000 Penalty: 4862.399902
	Iteration 132Q: 3 clusters Score -2094635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2094636.500000 Penalty: 4862.399902
	Iteration 133Q: 3 clusters Score -2094636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2094641.625000 Penalty: 4862.399902
	Iteration 134Q: 3 clusters Score -2094642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2094640.375000 Penalty: 4862.399902
	Iteration 135Q: 3 clusters Score -2094640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2094644.000000 Penalty: 4862.399902
	Iteration 136Q: 3 clusters Score -2094644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2094643.750000 Penalty: 4862.399902
	Iteration 137Q: 3 clusters Score -2094644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2094645.125000 Penalty: 4862.399902
	Iteration 138Q: 3 clusters Score -2094645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2094647.625000 Penalty: 4862.399902
	Iteration 139Q: 3 clusters Score -2094648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2094649.125000 Penalty: 4862.399902
	Iteration 140F: 3 clusters Score -2094649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2094653.750000 Penalty: 4862.399902
	Iteration 141Q: 3 clusters Score -2094654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2094655.875000 Penalty: 4862.399902
	Iteration 142Q: 3 clusters Score -2094656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2094654.125000 Penalty: 4862.399902
	Iteration 143Q: 3 clusters Score -2094654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2094656.750000 Penalty: 4862.399902
	Iteration 144Q: 3 clusters Score -2094657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2094657.625000 Penalty: 4862.399902
	Iteration 145Q: 3 clusters Score -2094658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2094661.000000 Penalty: 4862.399902
	Iteration 146Q: 3 clusters Score -2094661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2094665.625000 Penalty: 4862.399902
	Iteration 147Q: 3 clusters Score -2094666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2094660.750000 Penalty: 4862.399902
	Iteration 148Q: 3 clusters Score -2094661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2094661.500000 Penalty: 4862.399902
	Iteration 149Q: 3 clusters Score -2094662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2094664.375000 Penalty: 4862.399902
	Iteration 150Q: 3 clusters Score -2094664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2094668.625000 Penalty: 4862.399902
	Iteration 151Q: 3 clusters Score -2094669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2094670.500000 Penalty: 4862.399902
	Iteration 152Q: 3 clusters Score -2094670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2094670.875000 Penalty: 4862.399902
	Iteration 153Q: 3 clusters Score -2094671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2094674.625000 Penalty: 4862.399902
	Iteration 154Q: 3 clusters Score -2094675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2094677.625000 Penalty: 4862.399902
	Iteration 155Q: 3 clusters Score -2094678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2094676.000000 Penalty: 4862.399902
	Iteration 156Q: 3 clusters Score -2094676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2094678.250000 Penalty: 4862.399902
	Iteration 157Q: 3 clusters Score -2094678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2094678.125000 Penalty: 4862.399902
	Iteration 158Q: 3 clusters Score -2094678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2094678.375000 Penalty: 4862.399902
	Iteration 159Q: 3 clusters Score -2094678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2094678.625000 Penalty: 4862.399902
	Iteration 160F: 3 clusters Score -2094679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -54934.179688 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -54934.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53369.910156 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -53369.91 nChanged 104
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: -53558.996094 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -53559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53605.449219 Penalty: 3135.992188
	Iteration 2Q: 3 clusters Score -53605.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53638.078125 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -53638.08 nChanged 15
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: -53680.109375 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -53680.11 nChanged 17
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: -53719.843750 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -53719.84 nChanged 13
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: -53750.625000 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -53750.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -53817.546875 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -53817.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53862.300781 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -53862.3 nChanged 14
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: -53938.363281 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -53938.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54037.015625 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -54037.02 nChanged 16
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: -54088.242188 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -54088.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -54112.875000 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -54112.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -54130.941406 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -54130.94 nChanged 2
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: -54134.347656 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -54134.35 nChanged 3
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: -54141.679688 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -54141.68 nChanged 2
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: -54146.726562 Penalty: 3135.992188
	Iteration 16Q: 3 clusters Score -54146.73 nChanged 2
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: -54150.714844 Penalty: 3135.992188
	Iteration 17Q: 3 clusters Score -54150.71 nChanged 0
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: -54153.339844 Penalty: 3135.992188
	Iteration 18F: 3 clusters Score -54153.34 nChanged 1
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: -54174.148438 Penalty: 3135.992188
	Iteration 19Q: 3 clusters Score -54174.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -54195.273438 Penalty: 3135.992188
	Iteration 20F: 3 clusters Score -54195.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -54206.730469 Penalty: 3135.992188
	Iteration 21Q: 3 clusters Score -54206.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -54213.343750 Penalty: 3135.992188
	Iteration 22Q: 3 clusters Score -54213.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -54217.695312 Penalty: 3135.992188
	Iteration 23Q: 3 clusters Score -54217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -54220.167969 Penalty: 3135.992188
	Iteration 24Q: 3 clusters Score -54220.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -54220.167969 Penalty: 3135.992188
	Iteration 25F: 3 clusters Score -54220.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Entering Unmasked Estep 
Score: -1842502.500000 Penalty: 2398.889404
	Iteration 0F: 2 clusters Score -1842502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1831076.625000 Penalty: 4797.778809
	Iteration 0F: 3 clusters Score -1831077 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1834617.125000 Penalty: 4797.778809
	Iteration 1F: 3 clusters Score -1834617 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1834958.500000 Penalty: 4797.778809
	Iteration 2F: 3 clusters Score -1834958 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1835254.750000 Penalty: 4797.778809
	Iteration 3Q: 3 clusters Score -1835255 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1835585.000000 Penalty: 4797.778809
	Iteration 4Q: 3 clusters Score -1835585 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1835996.375000 Penalty: 4797.778809
	Iteration 5Q: 3 clusters Score -1835996 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1836503.250000 Penalty: 4797.778809
	Iteration 6F: 3 clusters Score -1836503 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1837185.625000 Penalty: 4797.778809
	Iteration 7F: 3 clusters Score -1837186 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1837966.375000 Penalty: 4797.778809
	Iteration 8F: 3 clusters Score -1837966 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1838718.875000 Penalty: 4797.778809
	Iteration 9F: 3 clusters Score -1838719 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1839327.625000 Penalty: 4797.778809
	Iteration 10Q: 3 clusters Score -1839328 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1839700.000000 Penalty: 4797.778809
	Iteration 11Q: 3 clusters Score -1839700 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1839927.375000 Penalty: 4797.778809
	Iteration 12Q: 3 clusters Score -1839927 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1840060.750000 Penalty: 4797.778809
	Iteration 13Q: 3 clusters Score -1840061 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1840159.625000 Penalty: 4797.778809
	Iteration 14Q: 3 clusters Score -1840160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1840227.500000 Penalty: 4797.778809
	Iteration 15Q: 3 clusters Score -1840228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1840272.750000 Penalty: 4797.778809
	Iteration 16Q: 3 clusters Score -1840273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1840308.125000 Penalty: 4797.778809
	Iteration 17Q: 3 clusters Score -1840308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1840339.750000 Penalty: 4797.778809
	Iteration 18Q: 3 clusters Score -1840340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1840361.625000 Penalty: 4797.778809
	Iteration 19Q: 3 clusters Score -1840362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1840383.125000 Penalty: 4797.778809
	Iteration 20F: 3 clusters Score -1840383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1840400.125000 Penalty: 4797.778809
	Iteration 21Q: 3 clusters Score -1840400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1840412.375000 Penalty: 4797.778809
	Iteration 22Q: 3 clusters Score -1840412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1840421.250000 Penalty: 4797.778809
	Iteration 23Q: 3 clusters Score -1840421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1840429.250000 Penalty: 4797.778809
	Iteration 24Q: 3 clusters Score -1840429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1840428.500000 Penalty: 4797.778809
	Iteration 25Q: 3 clusters Score -1840428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1840431.500000 Penalty: 4797.778809
	Iteration 26Q: 3 clusters Score -1840432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1840431.750000 Penalty: 4797.778809
	Iteration 27Q: 3 clusters Score -1840432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1840431.750000 Penalty: 4797.778809
	Iteration 28F: 3 clusters Score -1840432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Entering Unmasked Estep 
Score: -985222.687500 Penalty: 2257.013428
	Iteration 0F: 2 clusters Score -985222.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -978213.437500 Penalty: 4514.026855
	Iteration 0F: 3 clusters Score -978213.4 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -980192.125000 Penalty: 4514.026855
	Iteration 1F: 3 clusters Score -980192.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -980517.875000 Penalty: 4514.026855
	Iteration 2F: 3 clusters Score -980517.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -980784.312500 Penalty: 4514.026855
	Iteration 3F: 3 clusters Score -980784.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -981080.562500 Penalty: 4514.026855
	Iteration 4Q: 3 clusters Score -981080.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -981457.250000 Penalty: 4514.026855
	Iteration 5Q: 3 clusters Score -981457.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -981884.812500 Penalty: 4514.026855
	Iteration 6F: 3 clusters Score -981884.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -982324.437500 Penalty: 4514.026855
	Iteration 7F: 3 clusters Score -982324.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -982733.625000 Penalty: 4514.026855
	Iteration 8F: 3 clusters Score -982733.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -983048.812500 Penalty: 4514.026855
	Iteration 9F: 3 clusters Score -983048.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -983316.812500 Penalty: 4514.026855
	Iteration 10F: 3 clusters Score -983316.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -983519.000000 Penalty: 4514.026855
	Iteration 11Q: 3 clusters Score -983519 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -983665.312500 Penalty: 4514.026855
	Iteration 12Q: 3 clusters Score -983665.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -983789.062500 Penalty: 4514.026855
	Iteration 13Q: 3 clusters Score -983789.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -983878.875000 Penalty: 4514.026855
	Iteration 14Q: 3 clusters Score -983878.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -983952.375000 Penalty: 4514.026855
	Iteration 15Q: 3 clusters Score -983952.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -984003.562500 Penalty: 4514.026855
	Iteration 16Q: 3 clusters Score -984003.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -984046.375000 Penalty: 4514.026855
	Iteration 17Q: 3 clusters Score -984046.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -984076.687500 Penalty: 4514.026855
	Iteration 18Q: 3 clusters Score -984076.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -984098.187500 Penalty: 4514.026855
	Iteration 19Q: 3 clusters Score -984098.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -984112.375000 Penalty: 4514.026855
	Iteration 20F: 3 clusters Score -984112.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -984123.125000 Penalty: 4514.026855
	Iteration 21Q: 3 clusters Score -984123.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -984128.375000 Penalty: 4514.026855
	Iteration 22Q: 3 clusters Score -984128.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -984134.437500 Penalty: 4514.026855
	Iteration 23Q: 3 clusters Score -984134.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -984141.125000 Penalty: 4514.026855
	Iteration 24Q: 3 clusters Score -984141.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -984146.250000 Penalty: 4514.026855
	Iteration 25Q: 3 clusters Score -984146.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -984149.562500 Penalty: 4514.026855
	Iteration 26Q: 3 clusters Score -984149.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -984152.437500 Penalty: 4514.026855
	Iteration 27Q: 3 clusters Score -984152.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -984155.187500 Penalty: 4514.026855
	Iteration 28Q: 3 clusters Score -984155.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -984164.125000 Penalty: 4514.026855
	Iteration 29Q: 3 clusters Score -984164.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -984163.937500 Penalty: 4514.026855
	Iteration 30Q: 3 clusters Score -984163.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -984168.062500 Penalty: 4514.026855
	Iteration 31Q: 3 clusters Score -984168.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -984169.062500 Penalty: 4514.026855
	Iteration 32Q: 3 clusters Score -984169.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -984172.562500 Penalty: 4514.026855
	Iteration 33Q: 3 clusters Score -984172.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -984175.437500 Penalty: 4514.026855
	Iteration 34Q: 3 clusters Score -984175.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -984177.875000 Penalty: 4514.026855
	Iteration 35Q: 3 clusters Score -984177.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -984176.750000 Penalty: 4514.026855
	Iteration 36Q: 3 clusters Score -984176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -984178.250000 Penalty: 4514.026855
	Iteration 37Q: 3 clusters Score -984178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -984176.500000 Penalty: 4514.026855
	Iteration 38Q: 3 clusters Score -984176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -984177.937500 Penalty: 4514.026855
	Iteration 39Q: 3 clusters Score -984177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -984177.562500 Penalty: 4514.026855
	Iteration 40F: 3 clusters Score -984177.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -984178.062500 Penalty: 4514.026855
	Iteration 41Q: 3 clusters Score -984178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -984177.687500 Penalty: 4514.026855
	Iteration 42Q: 3 clusters Score -984177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -984177.687500 Penalty: 4514.026855
	Iteration 43F: 3 clusters Score -984177.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Entering Unmasked Estep 
Score: -335503.718750 Penalty: 1984.668091
	Iteration 0F: 2 clusters Score -335503.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -332231.062500 Penalty: 3969.336182
	Iteration 0F: 3 clusters Score -332231.1 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -332909.750000 Penalty: 3969.336182
	Iteration 1F: 3 clusters Score -332909.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -333069.062500 Penalty: 3969.336182
	Iteration 2F: 3 clusters Score -333069.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -333164.156250 Penalty: 3969.336182
	Iteration 3Q: 3 clusters Score -333164.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -333235.343750 Penalty: 3969.336182
	Iteration 4Q: 3 clusters Score -333235.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -333290.093750 Penalty: 3969.336182
	Iteration 5Q: 3 clusters Score -333290.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -333327.343750 Penalty: 3969.336182
	Iteration 6Q: 3 clusters Score -333327.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -333353.406250 Penalty: 3969.336182
	Iteration 7Q: 3 clusters Score -333353.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -333383.093750 Penalty: 3969.336182
	Iteration 8Q: 3 clusters Score -333383.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -333405.468750 Penalty: 3969.336182
	Iteration 9Q: 3 clusters Score -333405.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -333419.968750 Penalty: 3969.336182
	Iteration 10Q: 3 clusters Score -333420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -333435.718750 Penalty: 3969.336182
	Iteration 11Q: 3 clusters Score -333435.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -333449.812500 Penalty: 3969.336182
	Iteration 12Q: 3 clusters Score -333449.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -333462.875000 Penalty: 3969.336182
	Iteration 13Q: 3 clusters Score -333462.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -333476.343750 Penalty: 3969.336182
	Iteration 14Q: 3 clusters Score -333476.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -333487.031250 Penalty: 3969.336182
	Iteration 15Q: 3 clusters Score -333487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -333492.531250 Penalty: 3969.336182
	Iteration 16Q: 3 clusters Score -333492.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -333498.562500 Penalty: 3969.336182
	Iteration 17Q: 3 clusters Score -333498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -333501.593750 Penalty: 3969.336182
	Iteration 18Q: 3 clusters Score -333501.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -333506.406250 Penalty: 3969.336182
	Iteration 19Q: 3 clusters Score -333506.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -333509.093750 Penalty: 3969.336182
	Iteration 20F: 3 clusters Score -333509.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -333511.281250 Penalty: 3969.336182
	Iteration 21Q: 3 clusters Score -333511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -333512.500000 Penalty: 3969.336182
	Iteration 22Q: 3 clusters Score -333512.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -333513.062500 Penalty: 3969.336182
	Iteration 23Q: 3 clusters Score -333513.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -333514.625000 Penalty: 3969.336182
	Iteration 24Q: 3 clusters Score -333514.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -333516.875000 Penalty: 3969.336182
	Iteration 25Q: 3 clusters Score -333516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -333518.750000 Penalty: 3969.336182
	Iteration 26Q: 3 clusters Score -333518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -333519.156250 Penalty: 3969.336182
	Iteration 27Q: 3 clusters Score -333519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -333519.156250 Penalty: 3969.336182
	Iteration 28F: 3 clusters Score -333519.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Entering Unmasked Estep 
Score: -7166071.500000 Penalty: 2740.400391
	Iteration 0F: 2 clusters Score -7166072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -7123863.500000 Penalty: 5480.800781
	Iteration 0F: 3 clusters Score -7123864 nChanged 29162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -7140471.500000 Penalty: 5480.800781
	Iteration 1F: 3 clusters Score -7140472 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -7141179.500000 Penalty: 5480.800781
	Iteration 2Q: 3 clusters Score -7141180 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -7142205.000000 Penalty: 5480.800781
	Iteration 3Q: 3 clusters Score -7142205 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -7143703.000000 Penalty: 5480.800781
	Iteration 4F: 3 clusters Score -7143703 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -7146300.500000 Penalty: 5480.800781
	Iteration 5F: 3 clusters Score -7146300 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -7150359.000000 Penalty: 5480.800781
	Iteration 6F: 3 clusters Score -7150359 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -7155129.500000 Penalty: 5480.800781
	Iteration 7F: 3 clusters Score -7155130 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -7159415.000000 Penalty: 5480.800781
	Iteration 8F: 3 clusters Score -7159415 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7161893.500000 Penalty: 5480.800781
	Iteration 9Q: 3 clusters Score -7161894 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61643 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7162952.500000 Penalty: 5480.800781
	Iteration 10Q: 3 clusters Score -7162952 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7163388.000000 Penalty: 5480.800781
	Iteration 11Q: 3 clusters Score -7163388 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7163575.500000 Penalty: 5480.800781
	Iteration 12Q: 3 clusters Score -7163576 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7163672.000000 Penalty: 5480.800781
	Iteration 13Q: 3 clusters Score -7163672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7163707.500000 Penalty: 5480.800781
	Iteration 14Q: 3 clusters Score -7163708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7163728.500000 Penalty: 5480.800781
	Iteration 15Q: 3 clusters Score -7163728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7163734.000000 Penalty: 5480.800781
	Iteration 16Q: 3 clusters Score -7163734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7163753.500000 Penalty: 5480.800781
	Iteration 17Q: 3 clusters Score -7163754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7163757.000000 Penalty: 5480.800781
	Iteration 18Q: 3 clusters Score -7163757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7163765.000000 Penalty: 5480.800781
	Iteration 19Q: 3 clusters Score -7163765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7163765.000000 Penalty: 5480.800781
	Iteration 20F: 3 clusters Score -7163765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7163771.000000 Penalty: 5480.800781
	Iteration 21Q: 3 clusters Score -7163771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7163773.000000 Penalty: 5480.800781
	Iteration 22Q: 3 clusters Score -7163773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7163778.000000 Penalty: 5480.800781
	Iteration 23Q: 3 clusters Score -7163778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7163777.500000 Penalty: 5480.800781
	Iteration 24Q: 3 clusters Score -7163778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7163785.000000 Penalty: 5480.800781
	Iteration 25Q: 3 clusters Score -7163785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7163779.000000 Penalty: 5480.800781
	Iteration 26Q: 3 clusters Score -7163779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7163786.000000 Penalty: 5480.800781
	Iteration 27Q: 3 clusters Score -7163786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7163784.000000 Penalty: 5480.800781
	Iteration 28Q: 3 clusters Score -7163784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7163785.000000 Penalty: 5480.800781
	Iteration 29Q: 3 clusters Score -7163785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7163790.000000 Penalty: 5480.800781
	Iteration 30Q: 3 clusters Score -7163790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7163797.000000 Penalty: 5480.800781
	Iteration 31Q: 3 clusters Score -7163797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7163797.000000 Penalty: 5480.800781
	Iteration 32Q: 3 clusters Score -7163797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7163796.000000 Penalty: 5480.800781
	Iteration 33Q: 3 clusters Score -7163796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7163805.500000 Penalty: 5480.800781
	Iteration 34Q: 3 clusters Score -7163806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7163811.000000 Penalty: 5480.800781
	Iteration 35Q: 3 clusters Score -7163811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7163815.000000 Penalty: 5480.800781
	Iteration 36Q: 3 clusters Score -7163815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7163809.000000 Penalty: 5480.800781
	Iteration 37Q: 3 clusters Score -7163809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7163808.500000 Penalty: 5480.800781
	Iteration 38Q: 3 clusters Score -7163808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7163810.500000 Penalty: 5480.800781
	Iteration 39Q: 3 clusters Score -7163810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7163815.000000 Penalty: 5480.800781
	Iteration 40F: 3 clusters Score -7163815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7163814.000000 Penalty: 5480.800781
	Iteration 41Q: 3 clusters Score -7163814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7163814.000000 Penalty: 5480.800781
	Iteration 42F: 3 clusters Score -7163814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (238324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238324 members 
Entering Unmasked Estep 
Score: -27151116.000000 Penalty: 3070.583984
	Iteration 0F: 2 clusters Score -2.715112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119304 members 
Mstep: Class 2 contains 119020 members 
Entering Unmasked Estep 
Score: -26997144.000000 Penalty: 6141.167969
	Iteration 0F: 3 clusters Score -2.699714e+07 nChanged 114920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123528 members 
Mstep: Class 2 contains 114796 members 
Entering Unmasked Estep 
Score: -27064742.000000 Penalty: 6141.167969
	Iteration 1F: 3 clusters Score -2.706474e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126436 members 
Mstep: Class 2 contains 111888 members 
Entering Unmasked Estep 
Score: -27066230.000000 Penalty: 6141.167969
	Iteration 2Q: 3 clusters Score -2.706623e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130874 members 
Mstep: Class 2 contains 107450 members 
Entering Unmasked Estep 
Score: -27068128.000000 Penalty: 6141.167969
	Iteration 3Q: 3 clusters Score -2.706813e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137375 members 
Mstep: Class 2 contains 100949 members 
Entering Unmasked Estep 
Score: -27070606.000000 Penalty: 6141.167969
	Iteration 4Q: 3 clusters Score -2.707061e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146931 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -27074986.000000 Penalty: 6141.167969
	Iteration 5Q: 3 clusters Score -2.707499e+07 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160332 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -27082208.000000 Penalty: 6141.167969
	Iteration 6F: 3 clusters Score -2.708221e+07 nChanged 17600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177558 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -27095084.000000 Penalty: 6141.167969
	Iteration 7F: 3 clusters Score -2.709508e+07 nChanged 20017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197491 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -27111666.000000 Penalty: 6141.167969
	Iteration 8F: 3 clusters Score -2.711167e+07 nChanged 18343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215816 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -27127986.000000 Penalty: 6141.167969
	Iteration 9F: 3 clusters Score -2.712799e+07 nChanged 12522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228334 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -27139510.000000 Penalty: 6141.167969
	Iteration 10F: 3 clusters Score -2.713951e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234511 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -27145244.000000 Penalty: 6141.167969
	Iteration 11Q: 3 clusters Score -2.714524e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236753 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -27147512.000000 Penalty: 6141.167969
	Iteration 12Q: 3 clusters Score -2.714751e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237449 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -27148124.000000 Penalty: 6141.167969
	Iteration 13Q: 3 clusters Score -2.714812e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237701 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -27148398.000000 Penalty: 6141.167969
	Iteration 14Q: 3 clusters Score -2.71484e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237805 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -27148494.000000 Penalty: 6141.167969
	Iteration 15Q: 3 clusters Score -2.714849e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237847 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -27148574.000000 Penalty: 6141.167969
	Iteration 16Q: 3 clusters Score -2.714857e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237876 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -27148646.000000 Penalty: 6141.167969
	Iteration 17Q: 3 clusters Score -2.714865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237891 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -27148672.000000 Penalty: 6141.167969
	Iteration 18Q: 3 clusters Score -2.714867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237902 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -27148692.000000 Penalty: 6141.167969
	Iteration 19Q: 3 clusters Score -2.714869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237910 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -27148714.000000 Penalty: 6141.167969
	Iteration 20F: 3 clusters Score -2.714871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237909 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -27148718.000000 Penalty: 6141.167969
	Iteration 21Q: 3 clusters Score -2.714872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237915 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -27148726.000000 Penalty: 6141.167969
	Iteration 22Q: 3 clusters Score -2.714873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237915 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -27148718.000000 Penalty: 6141.167969
	Iteration 23Q: 3 clusters Score -2.714872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237918 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -27148736.000000 Penalty: 6141.167969
	Iteration 24Q: 3 clusters Score -2.714874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237918 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -27148730.000000 Penalty: 6141.167969
	Iteration 25Q: 3 clusters Score -2.714873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237917 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -27148748.000000 Penalty: 6141.167969
	Iteration 26Q: 3 clusters Score -2.714875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237919 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -27148746.000000 Penalty: 6141.167969
	Iteration 27Q: 3 clusters Score -2.714875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237922 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -27148744.000000 Penalty: 6141.167969
	Iteration 28Q: 3 clusters Score -2.714874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237923 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -27148734.000000 Penalty: 6141.167969
	Iteration 29Q: 3 clusters Score -2.714873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237922 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -27148758.000000 Penalty: 6141.167969
	Iteration 30Q: 3 clusters Score -2.714876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237923 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -27148744.000000 Penalty: 6141.167969
	Iteration 31Q: 3 clusters Score -2.714874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237925 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -27148750.000000 Penalty: 6141.167969
	Iteration 32Q: 3 clusters Score -2.714875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237926 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -27148744.000000 Penalty: 6141.167969
	Iteration 33Q: 3 clusters Score -2.714874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237926 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -27148744.000000 Penalty: 6141.167969
	Iteration 34F: 3 clusters Score -2.714874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189924 members 
Entering Unmasked Estep 
Score: -21495168.000000 Penalty: 3014.285889
	Iteration 0F: 2 clusters Score -2.149517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94903 members 
Mstep: Class 2 contains 95021 members 
Entering Unmasked Estep 
Score: -21370080.000000 Penalty: 6028.571777
	Iteration 0F: 3 clusters Score -2.137008e+07 nChanged 91002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -21422668.000000 Penalty: 6028.571777
	Iteration 1F: 3 clusters Score -2.142267e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 96301 members 
Entering Unmasked Estep 
Score: -21424392.000000 Penalty: 6028.571777
	Iteration 2Q: 3 clusters Score -2.142439e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92853 members 
Mstep: Class 2 contains 97071 members 
Entering Unmasked Estep 
Score: -21427236.000000 Penalty: 6028.571777
	Iteration 3Q: 3 clusters Score -2.142724e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 98191 members 
Entering Unmasked Estep 
Score: -21431172.000000 Penalty: 6028.571777
	Iteration 4Q: 3 clusters Score -2.143117e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90412 members 
Mstep: Class 2 contains 99512 members 
Entering Unmasked Estep 
Score: -21437228.000000 Penalty: 6028.571777
	Iteration 5F: 3 clusters Score -2.143723e+07 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88959 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -21444780.000000 Penalty: 6028.571777
	Iteration 6F: 3 clusters Score -2.144478e+07 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87527 members 
Mstep: Class 2 contains 102397 members 
Entering Unmasked Estep 
Score: -21453900.000000 Penalty: 6028.571777
	Iteration 7F: 3 clusters Score -2.14539e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 103598 members 
Entering Unmasked Estep 
Score: -21462184.000000 Penalty: 6028.571777
	Iteration 8F: 3 clusters Score -2.146218e+07 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85268 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -21467724.000000 Penalty: 6028.571777
	Iteration 9F: 3 clusters Score -2.146772e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 105596 members 
Entering Unmasked Estep 
Score: -21470356.000000 Penalty: 6028.571777
	Iteration 10Q: 3 clusters Score -2.147036e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83465 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -21471336.000000 Penalty: 6028.571777
	Iteration 11Q: 3 clusters Score -2.147134e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 107433 members 
Entering Unmasked Estep 
Score: -21471788.000000 Penalty: 6028.571777
	Iteration 12Q: 3 clusters Score -2.147179e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 108498 members 
Entering Unmasked Estep 
Score: -21472194.000000 Penalty: 6028.571777
	Iteration 13Q: 3 clusters Score -2.147219e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 109672 members 
Entering Unmasked Estep 
Score: -21472656.000000 Penalty: 6028.571777
	Iteration 14Q: 3 clusters Score -2.147266e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78978 members 
Mstep: Class 2 contains 110946 members 
Entering Unmasked Estep 
Score: -21473146.000000 Penalty: 6028.571777
	Iteration 15Q: 3 clusters Score -2.147315e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 112340 members 
Entering Unmasked Estep 
Score: -21473510.000000 Penalty: 6028.571777
	Iteration 16Q: 3 clusters Score -2.147351e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 113907 members 
Entering Unmasked Estep 
Score: -21474000.000000 Penalty: 6028.571777
	Iteration 17Q: 3 clusters Score -2.1474e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74336 members 
Mstep: Class 2 contains 115588 members 
Entering Unmasked Estep 
Score: -21474650.000000 Penalty: 6028.571777
	Iteration 18Q: 3 clusters Score -2.147465e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -21475156.000000 Penalty: 6028.571777
	Iteration 19Q: 3 clusters Score -2.147516e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 119308 members 
Entering Unmasked Estep 
Score: -21475538.000000 Penalty: 6028.571777
	Iteration 20F: 3 clusters Score -2.147554e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 121218 members 
Entering Unmasked Estep 
Score: -21476042.000000 Penalty: 6028.571777
	Iteration 21Q: 3 clusters Score -2.147604e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 123157 members 
Entering Unmasked Estep 
Score: -21476614.000000 Penalty: 6028.571777
	Iteration 22Q: 3 clusters Score -2.147661e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 125197 members 
Entering Unmasked Estep 
Score: -21477114.000000 Penalty: 6028.571777
	Iteration 23Q: 3 clusters Score -2.147711e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 127219 members 
Entering Unmasked Estep 
Score: -21477606.000000 Penalty: 6028.571777
	Iteration 24Q: 3 clusters Score -2.147761e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 129338 members 
Entering Unmasked Estep 
Score: -21478174.000000 Penalty: 6028.571777
	Iteration 25Q: 3 clusters Score -2.147817e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 131518 members 
Entering Unmasked Estep 
Score: -21478534.000000 Penalty: 6028.571777
	Iteration 26Q: 3 clusters Score -2.147853e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 133723 members 
Entering Unmasked Estep 
Score: -21479088.000000 Penalty: 6028.571777
	Iteration 27Q: 3 clusters Score -2.147909e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 135872 members 
Entering Unmasked Estep 
Score: -21479596.000000 Penalty: 6028.571777
	Iteration 28Q: 3 clusters Score -2.14796e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 138042 members 
Entering Unmasked Estep 
Score: -21479936.000000 Penalty: 6028.571777
	Iteration 29Q: 3 clusters Score -2.147994e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 140193 members 
Entering Unmasked Estep 
Score: -21480408.000000 Penalty: 6028.571777
	Iteration 30Q: 3 clusters Score -2.148041e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 142371 members 
Entering Unmasked Estep 
Score: -21480988.000000 Penalty: 6028.571777
	Iteration 31Q: 3 clusters Score -2.148099e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 144513 members 
Entering Unmasked Estep 
Score: -21481460.000000 Penalty: 6028.571777
	Iteration 32Q: 3 clusters Score -2.148146e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 146687 members 
Entering Unmasked Estep 
Score: -21482090.000000 Penalty: 6028.571777
	Iteration 33Q: 3 clusters Score -2.148209e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 148791 members 
Entering Unmasked Estep 
Score: -21482570.000000 Penalty: 6028.571777
	Iteration 34Q: 3 clusters Score -2.148257e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 150888 members 
Entering Unmasked Estep 
Score: -21483018.000000 Penalty: 6028.571777
	Iteration 35Q: 3 clusters Score -2.148302e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 153017 members 
Entering Unmasked Estep 
Score: -21483634.000000 Penalty: 6028.571777
	Iteration 36Q: 3 clusters Score -2.148363e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 155093 members 
Entering Unmasked Estep 
Score: -21484326.000000 Penalty: 6028.571777
	Iteration 37Q: 3 clusters Score -2.148433e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 157171 members 
Entering Unmasked Estep 
Score: -21484956.000000 Penalty: 6028.571777
	Iteration 38Q: 3 clusters Score -2.148496e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 159137 members 
Entering Unmasked Estep 
Score: -21485508.000000 Penalty: 6028.571777
	Iteration 39Q: 3 clusters Score -2.148551e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 161032 members 
Entering Unmasked Estep 
Score: -21485918.000000 Penalty: 6028.571777
	Iteration 40F: 3 clusters Score -2.148592e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 162815 members 
Entering Unmasked Estep 
Score: -21486490.000000 Penalty: 6028.571777
	Iteration 41Q: 3 clusters Score -2.148649e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 164511 members 
Entering Unmasked Estep 
Score: -21487000.000000 Penalty: 6028.571777
	Iteration 42Q: 3 clusters Score -2.1487e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 166124 members 
Entering Unmasked Estep 
Score: -21487466.000000 Penalty: 6028.571777
	Iteration 43Q: 3 clusters Score -2.148747e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 167627 members 
Entering Unmasked Estep 
Score: -21487858.000000 Penalty: 6028.571777
	Iteration 44Q: 3 clusters Score -2.148786e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 169107 members 
Entering Unmasked Estep 
Score: -21488280.000000 Penalty: 6028.571777
	Iteration 45Q: 3 clusters Score -2.148828e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 170473 members 
Entering Unmasked Estep 
Score: -21488672.000000 Penalty: 6028.571777
	Iteration 46Q: 3 clusters Score -2.148867e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 171757 members 
Entering Unmasked Estep 
Score: -21488930.000000 Penalty: 6028.571777
	Iteration 47Q: 3 clusters Score -2.148893e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 172968 members 
Entering Unmasked Estep 
Score: -21489246.000000 Penalty: 6028.571777
	Iteration 48Q: 3 clusters Score -2.148925e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 174083 members 
Entering Unmasked Estep 
Score: -21489540.000000 Penalty: 6028.571777
	Iteration 49Q: 3 clusters Score -2.148954e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 175136 members 
Entering Unmasked Estep 
Score: -21489790.000000 Penalty: 6028.571777
	Iteration 50Q: 3 clusters Score -2.148979e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 176140 members 
Entering Unmasked Estep 
Score: -21489924.000000 Penalty: 6028.571777
	Iteration 51Q: 3 clusters Score -2.148992e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 177095 members 
Entering Unmasked Estep 
Score: -21490214.000000 Penalty: 6028.571777
	Iteration 52Q: 3 clusters Score -2.149021e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 178030 members 
Entering Unmasked Estep 
Score: -21490454.000000 Penalty: 6028.571777
	Iteration 53Q: 3 clusters Score -2.149045e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 178875 members 
Entering Unmasked Estep 
Score: -21490722.000000 Penalty: 6028.571777
	Iteration 54Q: 3 clusters Score -2.149072e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 179617 members 
Entering Unmasked Estep 
Score: -21491010.000000 Penalty: 6028.571777
	Iteration 55Q: 3 clusters Score -2.149101e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 180313 members 
Entering Unmasked Estep 
Score: -21491196.000000 Penalty: 6028.571777
	Iteration 56Q: 3 clusters Score -2.14912e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 180980 members 
Entering Unmasked Estep 
Score: -21491466.000000 Penalty: 6028.571777
	Iteration 57Q: 3 clusters Score -2.149147e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 181619 members 
Entering Unmasked Estep 
Score: -21491690.000000 Penalty: 6028.571777
	Iteration 58Q: 3 clusters Score -2.149169e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 182216 members 
Entering Unmasked Estep 
Score: -21491884.000000 Penalty: 6028.571777
	Iteration 59Q: 3 clusters Score -2.149188e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 182762 members 
Entering Unmasked Estep 
Score: -21492068.000000 Penalty: 6028.571777
	Iteration 60F: 3 clusters Score -2.149207e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 183271 members 
Entering Unmasked Estep 
Score: -21492232.000000 Penalty: 6028.571777
	Iteration 61Q: 3 clusters Score -2.149223e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 183756 members 
Entering Unmasked Estep 
Score: -21492382.000000 Penalty: 6028.571777
	Iteration 62Q: 3 clusters Score -2.149238e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 184217 members 
Entering Unmasked Estep 
Score: -21492536.000000 Penalty: 6028.571777
	Iteration 63Q: 3 clusters Score -2.149254e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 184642 members 
Entering Unmasked Estep 
Score: -21492616.000000 Penalty: 6028.571777
	Iteration 64Q: 3 clusters Score -2.149262e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 185029 members 
Entering Unmasked Estep 
Score: -21492688.000000 Penalty: 6028.571777
	Iteration 65Q: 3 clusters Score -2.149269e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 185326 members 
Entering Unmasked Estep 
Score: -21492740.000000 Penalty: 6028.571777
	Iteration 66Q: 3 clusters Score -2.149274e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 185584 members 
Entering Unmasked Estep 
Score: -21492750.000000 Penalty: 6028.571777
	Iteration 67Q: 3 clusters Score -2.149275e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 185810 members 
Entering Unmasked Estep 
Score: -21492840.000000 Penalty: 6028.571777
	Iteration 68Q: 3 clusters Score -2.149284e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 185995 members 
Entering Unmasked Estep 
Score: -21492918.000000 Penalty: 6028.571777
	Iteration 69Q: 3 clusters Score -2.149292e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 186168 members 
Entering Unmasked Estep 
Score: -21492922.000000 Penalty: 6028.571777
	Iteration 70Q: 3 clusters Score -2.149292e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 186325 members 
Entering Unmasked Estep 
Score: -21492954.000000 Penalty: 6028.571777
	Iteration 71Q: 3 clusters Score -2.149295e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 186465 members 
Entering Unmasked Estep 
Score: -21492986.000000 Penalty: 6028.571777
	Iteration 72Q: 3 clusters Score -2.149299e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 186591 members 
Entering Unmasked Estep 
Score: -21492984.000000 Penalty: 6028.571777
	Iteration 73Q: 3 clusters Score -2.149298e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 186696 members 
Entering Unmasked Estep 
Score: -21493024.000000 Penalty: 6028.571777
	Iteration 74Q: 3 clusters Score -2.149302e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 186783 members 
Entering Unmasked Estep 
Score: -21493008.000000 Penalty: 6028.571777
	Iteration 75Q: 3 clusters Score -2.149301e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 186878 members 
Entering Unmasked Estep 
Score: -21493014.000000 Penalty: 6028.571777
	Iteration 76Q: 3 clusters Score -2.149301e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 186941 members 
Entering Unmasked Estep 
Score: -21493000.000000 Penalty: 6028.571777
	Iteration 77Q: 3 clusters Score -2.1493e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 187008 members 
Entering Unmasked Estep 
Score: -21492990.000000 Penalty: 6028.571777
	Iteration 78Q: 3 clusters Score -2.149299e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 187057 members 
Entering Unmasked Estep 
Score: -21492978.000000 Penalty: 6028.571777
	Iteration 79Q: 3 clusters Score -2.149298e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 187094 members 
Entering Unmasked Estep 
Score: -21493010.000000 Penalty: 6028.571777
	Iteration 80F: 3 clusters Score -2.149301e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 187138 members 
Entering Unmasked Estep 
Score: -21493032.000000 Penalty: 6028.571777
	Iteration 81Q: 3 clusters Score -2.149303e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 187170 members 
Entering Unmasked Estep 
Score: -21493036.000000 Penalty: 6028.571777
	Iteration 82Q: 3 clusters Score -2.149304e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 187197 members 
Entering Unmasked Estep 
Score: -21493020.000000 Penalty: 6028.571777
	Iteration 83Q: 3 clusters Score -2.149302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 187223 members 
Entering Unmasked Estep 
Score: -21493032.000000 Penalty: 6028.571777
	Iteration 84Q: 3 clusters Score -2.149303e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 187247 members 
Entering Unmasked Estep 
Score: -21493022.000000 Penalty: 6028.571777
	Iteration 85Q: 3 clusters Score -2.149302e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 187271 members 
Entering Unmasked Estep 
Score: -21493016.000000 Penalty: 6028.571777
	Iteration 86Q: 3 clusters Score -2.149302e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 187300 members 
Entering Unmasked Estep 
Score: -21493044.000000 Penalty: 6028.571777
	Iteration 87Q: 3 clusters Score -2.149304e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 187329 members 
Entering Unmasked Estep 
Score: -21493034.000000 Penalty: 6028.571777
	Iteration 88Q: 3 clusters Score -2.149303e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 187347 members 
Entering Unmasked Estep 
Score: -21493048.000000 Penalty: 6028.571777
	Iteration 89Q: 3 clusters Score -2.149305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 187354 members 
Entering Unmasked Estep 
Score: -21493048.000000 Penalty: 6028.571777
	Iteration 90Q: 3 clusters Score -2.149305e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 187368 members 
Entering Unmasked Estep 
Score: -21493058.000000 Penalty: 6028.571777
	Iteration 91Q: 3 clusters Score -2.149306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 187381 members 
Entering Unmasked Estep 
Score: -21493054.000000 Penalty: 6028.571777
	Iteration 92Q: 3 clusters Score -2.149305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 187394 members 
Entering Unmasked Estep 
Score: -21493046.000000 Penalty: 6028.571777
	Iteration 93Q: 3 clusters Score -2.149305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 187404 members 
Entering Unmasked Estep 
Score: -21493056.000000 Penalty: 6028.571777
	Iteration 94Q: 3 clusters Score -2.149306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 187415 members 
Entering Unmasked Estep 
Score: -21493064.000000 Penalty: 6028.571777
	Iteration 95Q: 3 clusters Score -2.149306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 187430 members 
Entering Unmasked Estep 
Score: -21493074.000000 Penalty: 6028.571777
	Iteration 96Q: 3 clusters Score -2.149307e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 187449 members 
Entering Unmasked Estep 
Score: -21493060.000000 Penalty: 6028.571777
	Iteration 97Q: 3 clusters Score -2.149306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 187465 members 
Entering Unmasked Estep 
Score: -21493058.000000 Penalty: 6028.571777
	Iteration 98Q: 3 clusters Score -2.149306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 187478 members 
Entering Unmasked Estep 
Score: -21493052.000000 Penalty: 6028.571777
	Iteration 99Q: 3 clusters Score -2.149305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 187488 members 
Entering Unmasked Estep 
Score: -21493052.000000 Penalty: 6028.571777
	Iteration 100F: 3 clusters Score -2.149305e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 187504 members 
Entering Unmasked Estep 
Score: -21493058.000000 Penalty: 6028.571777
	Iteration 101Q: 3 clusters Score -2.149306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 187520 members 
Entering Unmasked Estep 
Score: -21493060.000000 Penalty: 6028.571777
	Iteration 102Q: 3 clusters Score -2.149306e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 187536 members 
Entering Unmasked Estep 
Score: -21493074.000000 Penalty: 6028.571777
	Iteration 103Q: 3 clusters Score -2.149307e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 187550 members 
Entering Unmasked Estep 
Score: -21493096.000000 Penalty: 6028.571777
	Iteration 104Q: 3 clusters Score -2.14931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 187568 members 
Entering Unmasked Estep 
Score: -21493110.000000 Penalty: 6028.571777
	Iteration 105Q: 3 clusters Score -2.149311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 187586 members 
Entering Unmasked Estep 
Score: -21493136.000000 Penalty: 6028.571777
	Iteration 106Q: 3 clusters Score -2.149314e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 187611 members 
Entering Unmasked Estep 
Score: -21493148.000000 Penalty: 6028.571777
	Iteration 107Q: 3 clusters Score -2.149315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 187630 members 
Entering Unmasked Estep 
Score: -21493148.000000 Penalty: 6028.571777
	Iteration 108Q: 3 clusters Score -2.149315e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 187645 members 
Entering Unmasked Estep 
Score: -21493136.000000 Penalty: 6028.571777
	Iteration 109Q: 3 clusters Score -2.149314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 187661 members 
Entering Unmasked Estep 
Score: -21493156.000000 Penalty: 6028.571777
	Iteration 110Q: 3 clusters Score -2.149316e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 187674 members 
Entering Unmasked Estep 
Score: -21493150.000000 Penalty: 6028.571777
	Iteration 111Q: 3 clusters Score -2.149315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 187686 members 
Entering Unmasked Estep 
Score: -21493178.000000 Penalty: 6028.571777
	Iteration 112Q: 3 clusters Score -2.149318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 187697 members 
Entering Unmasked Estep 
Score: -21493182.000000 Penalty: 6028.571777
	Iteration 113Q: 3 clusters Score -2.149318e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 187712 members 
Entering Unmasked Estep 
Score: -21493184.000000 Penalty: 6028.571777
	Iteration 114Q: 3 clusters Score -2.149318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 187730 members 
Entering Unmasked Estep 
Score: -21493190.000000 Penalty: 6028.571777
	Iteration 115Q: 3 clusters Score -2.149319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 187747 members 
Entering Unmasked Estep 
Score: -21493184.000000 Penalty: 6028.571777
	Iteration 116Q: 3 clusters Score -2.149318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 187752 members 
Entering Unmasked Estep 
Score: -21493168.000000 Penalty: 6028.571777
	Iteration 117Q: 3 clusters Score -2.149317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 187763 members 
Entering Unmasked Estep 
Score: -21493174.000000 Penalty: 6028.571777
	Iteration 118Q: 3 clusters Score -2.149317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 187775 members 
Entering Unmasked Estep 
Score: -21493184.000000 Penalty: 6028.571777
	Iteration 119Q: 3 clusters Score -2.149318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 187782 members 
Entering Unmasked Estep 
Score: -21493170.000000 Penalty: 6028.571777
	Iteration 120F: 3 clusters Score -2.149317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 187792 members 
Entering Unmasked Estep 
Score: -21493188.000000 Penalty: 6028.571777
	Iteration 121Q: 3 clusters Score -2.149319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 187797 members 
Entering Unmasked Estep 
Score: -21493186.000000 Penalty: 6028.571777
	Iteration 122Q: 3 clusters Score -2.149319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 187800 members 
Entering Unmasked Estep 
Score: -21493204.000000 Penalty: 6028.571777
	Iteration 123Q: 3 clusters Score -2.14932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 187810 members 
Entering Unmasked Estep 
Score: -21493196.000000 Penalty: 6028.571777
	Iteration 124Q: 3 clusters Score -2.14932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 187820 members 
Entering Unmasked Estep 
Score: -21493214.000000 Penalty: 6028.571777
	Iteration 125Q: 3 clusters Score -2.149321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 187828 members 
Entering Unmasked Estep 
Score: -21493204.000000 Penalty: 6028.571777
	Iteration 126Q: 3 clusters Score -2.14932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 187835 members 
Entering Unmasked Estep 
Score: -21493204.000000 Penalty: 6028.571777
	Iteration 127Q: 3 clusters Score -2.14932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 187842 members 
Entering Unmasked Estep 
Score: -21493198.000000 Penalty: 6028.571777
	Iteration 128Q: 3 clusters Score -2.14932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 187849 members 
Entering Unmasked Estep 
Score: -21493194.000000 Penalty: 6028.571777
	Iteration 129Q: 3 clusters Score -2.149319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 187851 members 
Entering Unmasked Estep 
Score: -21493190.000000 Penalty: 6028.571777
	Iteration 130Q: 3 clusters Score -2.149319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 187858 members 
Entering Unmasked Estep 
Score: -21493196.000000 Penalty: 6028.571777
	Iteration 131Q: 3 clusters Score -2.14932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 187865 members 
Entering Unmasked Estep 
Score: -21493206.000000 Penalty: 6028.571777
	Iteration 132Q: 3 clusters Score -2.149321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 187868 members 
Entering Unmasked Estep 
Score: -21493202.000000 Penalty: 6028.571777
	Iteration 133Q: 3 clusters Score -2.14932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 187871 members 
Entering Unmasked Estep 
Score: -21493204.000000 Penalty: 6028.571777
	Iteration 134Q: 3 clusters Score -2.14932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 187874 members 
Entering Unmasked Estep 
Score: -21493218.000000 Penalty: 6028.571777
	Iteration 135Q: 3 clusters Score -2.149322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 187876 members 
Entering Unmasked Estep 
Score: -21493226.000000 Penalty: 6028.571777
	Iteration 136Q: 3 clusters Score -2.149323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 187876 members 
Entering Unmasked Estep 
Score: -21493226.000000 Penalty: 6028.571777
	Iteration 137F: 3 clusters Score -2.149323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -52427.960938 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -52427.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50903.046875 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -50903.05 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51222.742188 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -51222.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51383.710938 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -51383.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51509.230469 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -51509.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51559.703125 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -51559.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51623.406250 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -51623.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51683.664062 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -51683.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51728.968750 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -51728.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -51762.296875 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -51762.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -51786.304688 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -51786.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -51814.214844 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -51814.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51843.203125 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -51843.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51880.699219 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -51880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51896.707031 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -51896.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51896.707031 Penalty: 3131.519775
	Iteration 14F: 3 clusters Score -51896.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 62944 members 
Mstep: Class 18 contains 238324 members 
Mstep: Class 19 contains 189924 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 359Q: 21 clusters Score -7.07625e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41192 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 62932 members 
Mstep: Class 18 contains 238326 members 
Mstep: Class 19 contains 189928 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762496.000000 Penalty: 66254.992188
Iteration 360F: 21 clusters Score -7.07625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41192 members 
Mstep: Class 4 contains 3288 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18094 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15882 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 62925 members 
Mstep: Class 18 contains 238322 members 
Mstep: Class 19 contains 189928 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762464.000000 Penalty: 66254.992188
Iteration 361Q: 21 clusters Score -7.076246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41192 members 
Mstep: Class 4 contains 3288 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18094 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 62918 members 
Mstep: Class 18 contains 238313 members 
Mstep: Class 19 contains 189932 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762488.000000 Penalty: 66254.992188
Iteration 362Q: 21 clusters Score -7.076249e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41192 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18094 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 62909 members 
Mstep: Class 18 contains 238305 members 
Mstep: Class 19 contains 189935 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762488.000000 Penalty: 66254.992188
Iteration 363Q: 21 clusters Score -7.076249e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41192 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 62897 members 
Mstep: Class 18 contains 238298 members 
Mstep: Class 19 contains 189939 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 364Q: 21 clusters Score -7.07625e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41192 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 62888 members 
Mstep: Class 18 contains 238295 members 
Mstep: Class 19 contains 189940 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762496.000000 Penalty: 66254.992188
Iteration 365Q: 21 clusters Score -7.07625e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41192 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18094 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15885 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 62879 members 
Mstep: Class 18 contains 238291 members 
Mstep: Class 19 contains 189945 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762464.000000 Penalty: 66254.992188
Iteration 366Q: 21 clusters Score -7.076246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3288 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18096 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 62870 members 
Mstep: Class 18 contains 238279 members 
Mstep: Class 19 contains 189954 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762464.000000 Penalty: 66254.992188
Iteration 367Q: 21 clusters Score -7.076246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18095 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62854 members 
Mstep: Class 18 contains 238275 members 
Mstep: Class 19 contains 189958 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762464.000000 Penalty: 66254.992188
Iteration 368Q: 21 clusters Score -7.076246e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41192 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18097 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 62836 members 
Mstep: Class 18 contains 238276 members 
Mstep: Class 19 contains 189957 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762464.000000 Penalty: 66254.992188
Iteration 369Q: 21 clusters Score -7.076246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41192 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18097 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 62821 members 
Mstep: Class 18 contains 238278 members 
Mstep: Class 19 contains 189955 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762448.000000 Penalty: 66254.992188
Iteration 370Q: 21 clusters Score -7.076245e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41191 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18096 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62804 members 
Mstep: Class 18 contains 238278 members 
Mstep: Class 19 contains 189958 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762464.000000 Penalty: 66254.992188
Iteration 371Q: 21 clusters Score -7.076246e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41189 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18095 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62792 members 
Mstep: Class 18 contains 238281 members 
Mstep: Class 19 contains 189961 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762456.000000 Penalty: 66254.992188
Iteration 372Q: 21 clusters Score -7.076246e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41188 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16239 members 
Mstep: Class 12 contains 18095 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62778 members 
Mstep: Class 18 contains 238280 members 
Mstep: Class 19 contains 189966 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762488.000000 Penalty: 66254.992188
Iteration 373Q: 21 clusters Score -7.076249e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41188 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16237 members 
Mstep: Class 12 contains 18094 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15890 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62769 members 
Mstep: Class 18 contains 238274 members 
Mstep: Class 19 contains 189971 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762496.000000 Penalty: 66254.992188
Iteration 374Q: 21 clusters Score -7.07625e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41187 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16238 members 
Mstep: Class 12 contains 18094 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15890 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62760 members 
Mstep: Class 18 contains 238268 members 
Mstep: Class 19 contains 189983 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762512.000000 Penalty: 66254.992188
Iteration 375Q: 21 clusters Score -7.076251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41185 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16239 members 
Mstep: Class 12 contains 18093 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15890 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62755 members 
Mstep: Class 18 contains 238266 members 
Mstep: Class 19 contains 189990 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762480.000000 Penalty: 66254.992188
Iteration 376Q: 21 clusters Score -7.076248e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41184 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16239 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15891 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62749 members 
Mstep: Class 18 contains 238259 members 
Mstep: Class 19 contains 189998 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 377Q: 21 clusters Score -7.07625e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41184 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16238 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62742 members 
Mstep: Class 18 contains 238258 members 
Mstep: Class 19 contains 190002 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762488.000000 Penalty: 66254.992188
Iteration 378Q: 21 clusters Score -7.076249e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41184 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16239 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62737 members 
Mstep: Class 18 contains 238251 members 
Mstep: Class 19 contains 190002 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762512.000000 Penalty: 66254.992188
Iteration 379Q: 21 clusters Score -7.076251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41184 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62732 members 
Mstep: Class 18 contains 238248 members 
Mstep: Class 19 contains 190001 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762472.000000 Penalty: 66254.992188
Iteration 380F: 21 clusters Score -7.076247e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41184 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62726 members 
Mstep: Class 18 contains 238244 members 
Mstep: Class 19 contains 190000 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762464.000000 Penalty: 66254.992188
Iteration 381Q: 21 clusters Score -7.076246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41185 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62724 members 
Mstep: Class 18 contains 238232 members 
Mstep: Class 19 contains 190003 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762464.000000 Penalty: 66254.992188
Iteration 382Q: 21 clusters Score -7.076246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41184 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62718 members 
Mstep: Class 18 contains 238225 members 
Mstep: Class 19 contains 190010 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762520.000000 Penalty: 66254.992188
Iteration 383Q: 21 clusters Score -7.076252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41184 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62709 members 
Mstep: Class 18 contains 238218 members 
Mstep: Class 19 contains 190017 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762520.000000 Penalty: 66254.992188
Iteration 384Q: 21 clusters Score -7.076252e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41182 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62698 members 
Mstep: Class 18 contains 238213 members 
Mstep: Class 19 contains 190023 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762512.000000 Penalty: 66254.992188
Iteration 385Q: 21 clusters Score -7.076251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62692 members 
Mstep: Class 18 contains 238204 members 
Mstep: Class 19 contains 190028 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762520.000000 Penalty: 66254.992188
Iteration 386Q: 21 clusters Score -7.076252e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16243 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62687 members 
Mstep: Class 18 contains 238192 members 
Mstep: Class 19 contains 190039 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762496.000000 Penalty: 66254.992188
Iteration 387Q: 21 clusters Score -7.07625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16244 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62679 members 
Mstep: Class 18 contains 238186 members 
Mstep: Class 19 contains 190047 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 388Q: 21 clusters Score -7.07625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16244 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62673 members 
Mstep: Class 18 contains 238186 members 
Mstep: Class 19 contains 190050 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762480.000000 Penalty: 66254.992188
Iteration 389Q: 21 clusters Score -7.076248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16243 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62669 members 
Mstep: Class 18 contains 238187 members 
Mstep: Class 19 contains 190049 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762456.000000 Penalty: 66254.992188
Iteration 390Q: 21 clusters Score -7.076246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62662 members 
Mstep: Class 18 contains 238188 members 
Mstep: Class 19 contains 190050 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 391Q: 21 clusters Score -7.07625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62655 members 
Mstep: Class 18 contains 238187 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762464.000000 Penalty: 66254.992188
Iteration 392Q: 21 clusters Score -7.076246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62652 members 
Mstep: Class 18 contains 238182 members 
Mstep: Class 19 contains 190058 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 393Q: 21 clusters Score -7.07625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62648 members 
Mstep: Class 18 contains 238178 members 
Mstep: Class 19 contains 190060 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762496.000000 Penalty: 66254.992188
Iteration 394Q: 21 clusters Score -7.07625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41182 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62647 members 
Mstep: Class 18 contains 238177 members 
Mstep: Class 19 contains 190058 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762480.000000 Penalty: 66254.992188
Iteration 395Q: 21 clusters Score -7.076248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41182 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62645 members 
Mstep: Class 18 contains 238179 members 
Mstep: Class 19 contains 190055 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762496.000000 Penalty: 66254.992188
Iteration 396Q: 21 clusters Score -7.07625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41182 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62644 members 
Mstep: Class 18 contains 238179 members 
Mstep: Class 19 contains 190055 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762472.000000 Penalty: 66254.992188
Iteration 397Q: 21 clusters Score -7.076247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41182 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62644 members 
Mstep: Class 18 contains 238178 members 
Mstep: Class 19 contains 190055 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762480.000000 Penalty: 66254.992188
Iteration 398Q: 21 clusters Score -7.076248e+07 nChanged 2
Entering ConstructFrom: 
Score: -70762480.000000 Penalty: 66254.992188
Entering ConstructFrom: 
Trying to split cluster 1 (28180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Entering Unmasked Estep 
Score: -3256064.500000 Penalty: 2541.099121
	Iteration 0F: 2 clusters Score -3256064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3236587.750000 Penalty: 5082.198242
	Iteration 0F: 3 clusters Score -3236588 nChanged 12614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3243611.500000 Penalty: 5082.198242
	Iteration 1F: 3 clusters Score -3243612 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3244040.750000 Penalty: 5082.198242
	Iteration 2Q: 3 clusters Score -3244041 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3244398.750000 Penalty: 5082.198242
	Iteration 3Q: 3 clusters Score -3244399 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3244714.500000 Penalty: 5082.198242
	Iteration 4Q: 3 clusters Score -3244714 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3245045.250000 Penalty: 5082.198242
	Iteration 5Q: 3 clusters Score -3245045 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3245350.750000 Penalty: 5082.198242
	Iteration 6Q: 3 clusters Score -3245351 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3245675.000000 Penalty: 5082.198242
	Iteration 7Q: 3 clusters Score -3245675 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3246063.250000 Penalty: 5082.198242
	Iteration 8Q: 3 clusters Score -3246063 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3246494.000000 Penalty: 5082.198242
	Iteration 9Q: 3 clusters Score -3246494 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3247095.500000 Penalty: 5082.198242
	Iteration 10Q: 3 clusters Score -3247096 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3247858.250000 Penalty: 5082.198242
	Iteration 11Q: 3 clusters Score -3247858 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3248707.750000 Penalty: 5082.198242
	Iteration 12Q: 3 clusters Score -3248708 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -3249444.250000 Penalty: 5082.198242
	Iteration 13Q: 3 clusters Score -3249444 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3249892.250000 Penalty: 5082.198242
	Iteration 14Q: 3 clusters Score -3249892 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3250105.250000 Penalty: 5082.198242
	Iteration 15Q: 3 clusters Score -3250105 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3250246.000000 Penalty: 5082.198242
	Iteration 16Q: 3 clusters Score -3250246 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3250340.000000 Penalty: 5082.198242
	Iteration 17Q: 3 clusters Score -3250340 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -3250431.500000 Penalty: 5082.198242
	Iteration 18Q: 3 clusters Score -3250432 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -3250509.000000 Penalty: 5082.198242
	Iteration 19Q: 3 clusters Score -3250509 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3250625.250000 Penalty: 5082.198242
	Iteration 20F: 3 clusters Score -3250625 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -3250719.000000 Penalty: 5082.198242
	Iteration 21Q: 3 clusters Score -3250719 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -3250793.000000 Penalty: 5082.198242
	Iteration 22Q: 3 clusters Score -3250793 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -3250882.750000 Penalty: 5082.198242
	Iteration 23Q: 3 clusters Score -3250883 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -3250946.000000 Penalty: 5082.198242
	Iteration 24Q: 3 clusters Score -3250946 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -3251056.000000 Penalty: 5082.198242
	Iteration 25Q: 3 clusters Score -3251056 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3251119.250000 Penalty: 5082.198242
	Iteration 26Q: 3 clusters Score -3251119 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3251181.250000 Penalty: 5082.198242
	Iteration 27Q: 3 clusters Score -3251181 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3251247.000000 Penalty: 5082.198242
	Iteration 28Q: 3 clusters Score -3251247 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3251339.250000 Penalty: 5082.198242
	Iteration 29Q: 3 clusters Score -3251339 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3251407.750000 Penalty: 5082.198242
	Iteration 30Q: 3 clusters Score -3251408 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3251487.500000 Penalty: 5082.198242
	Iteration 31Q: 3 clusters Score -3251488 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -3251560.750000 Penalty: 5082.198242
	Iteration 32Q: 3 clusters Score -3251561 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3251645.500000 Penalty: 5082.198242
	Iteration 33Q: 3 clusters Score -3251646 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3251732.250000 Penalty: 5082.198242
	Iteration 34Q: 3 clusters Score -3251732 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3251805.000000 Penalty: 5082.198242
	Iteration 35Q: 3 clusters Score -3251805 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -3251888.750000 Penalty: 5082.198242
	Iteration 36Q: 3 clusters Score -3251889 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -3251971.500000 Penalty: 5082.198242
	Iteration 37Q: 3 clusters Score -3251972 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -3252059.250000 Penalty: 5082.198242
	Iteration 38Q: 3 clusters Score -3252059 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3252121.250000 Penalty: 5082.198242
	Iteration 39Q: 3 clusters Score -3252121 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3252167.500000 Penalty: 5082.198242
	Iteration 40F: 3 clusters Score -3252168 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3252189.750000 Penalty: 5082.198242
	Iteration 41Q: 3 clusters Score -3252190 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -3252242.750000 Penalty: 5082.198242
	Iteration 42Q: 3 clusters Score -3252243 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -3252305.750000 Penalty: 5082.198242
	Iteration 43Q: 3 clusters Score -3252306 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3252339.250000 Penalty: 5082.198242
	Iteration 44Q: 3 clusters Score -3252339 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -3252412.500000 Penalty: 5082.198242
	Iteration 45Q: 3 clusters Score -3252412 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3252426.250000 Penalty: 5082.198242
	Iteration 46Q: 3 clusters Score -3252426 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3252467.250000 Penalty: 5082.198242
	Iteration 47Q: 3 clusters Score -3252467 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3252517.250000 Penalty: 5082.198242
	Iteration 48Q: 3 clusters Score -3252517 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3252578.500000 Penalty: 5082.198242
	Iteration 49Q: 3 clusters Score -3252578 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -3252636.750000 Penalty: 5082.198242
	Iteration 50Q: 3 clusters Score -3252637 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3252678.250000 Penalty: 5082.198242
	Iteration 51Q: 3 clusters Score -3252678 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3252742.000000 Penalty: 5082.198242
	Iteration 52Q: 3 clusters Score -3252742 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3252809.000000 Penalty: 5082.198242
	Iteration 53Q: 3 clusters Score -3252809 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3252865.500000 Penalty: 5082.198242
	Iteration 54Q: 3 clusters Score -3252866 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3252923.500000 Penalty: 5082.198242
	Iteration 55Q: 3 clusters Score -3252924 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3252976.000000 Penalty: 5082.198242
	Iteration 56Q: 3 clusters Score -3252976 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3253023.000000 Penalty: 5082.198242
	Iteration 57Q: 3 clusters Score -3253023 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3253065.500000 Penalty: 5082.198242
	Iteration 58Q: 3 clusters Score -3253066 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3253101.750000 Penalty: 5082.198242
	Iteration 59Q: 3 clusters Score -3253102 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3253151.750000 Penalty: 5082.198242
	Iteration 60F: 3 clusters Score -3253152 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3253228.750000 Penalty: 5082.198242
	Iteration 61Q: 3 clusters Score -3253229 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3253270.750000 Penalty: 5082.198242
	Iteration 62Q: 3 clusters Score -3253271 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3253314.500000 Penalty: 5082.198242
	Iteration 63Q: 3 clusters Score -3253314 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3253365.000000 Penalty: 5082.198242
	Iteration 64Q: 3 clusters Score -3253365 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3253395.750000 Penalty: 5082.198242
	Iteration 65Q: 3 clusters Score -3253396 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3253430.750000 Penalty: 5082.198242
	Iteration 66Q: 3 clusters Score -3253431 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3253479.750000 Penalty: 5082.198242
	Iteration 67Q: 3 clusters Score -3253480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3253509.750000 Penalty: 5082.198242
	Iteration 68Q: 3 clusters Score -3253510 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3253542.250000 Penalty: 5082.198242
	Iteration 69Q: 3 clusters Score -3253542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3253563.250000 Penalty: 5082.198242
	Iteration 70Q: 3 clusters Score -3253563 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3253572.750000 Penalty: 5082.198242
	Iteration 71Q: 3 clusters Score -3253573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3253583.250000 Penalty: 5082.198242
	Iteration 72Q: 3 clusters Score -3253583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3253600.000000 Penalty: 5082.198242
	Iteration 73Q: 3 clusters Score -3253600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3253608.000000 Penalty: 5082.198242
	Iteration 74Q: 3 clusters Score -3253608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3253610.000000 Penalty: 5082.198242
	Iteration 75Q: 3 clusters Score -3253610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3253623.000000 Penalty: 5082.198242
	Iteration 76Q: 3 clusters Score -3253623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3253628.000000 Penalty: 5082.198242
	Iteration 77Q: 3 clusters Score -3253628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3253641.500000 Penalty: 5082.198242
	Iteration 78Q: 3 clusters Score -3253642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3253657.000000 Penalty: 5082.198242
	Iteration 79Q: 3 clusters Score -3253657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3253669.000000 Penalty: 5082.198242
	Iteration 80F: 3 clusters Score -3253669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3253673.250000 Penalty: 5082.198242
	Iteration 81Q: 3 clusters Score -3253673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3253689.750000 Penalty: 5082.198242
	Iteration 82Q: 3 clusters Score -3253690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3253691.000000 Penalty: 5082.198242
	Iteration 83Q: 3 clusters Score -3253691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3253690.000000 Penalty: 5082.198242
	Iteration 84Q: 3 clusters Score -3253690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3253692.750000 Penalty: 5082.198242
	Iteration 85Q: 3 clusters Score -3253693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3253698.250000 Penalty: 5082.198242
	Iteration 86Q: 3 clusters Score -3253698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3253707.250000 Penalty: 5082.198242
	Iteration 87Q: 3 clusters Score -3253707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3253712.750000 Penalty: 5082.198242
	Iteration 88Q: 3 clusters Score -3253713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3253717.500000 Penalty: 5082.198242
	Iteration 89Q: 3 clusters Score -3253718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3253718.500000 Penalty: 5082.198242
	Iteration 90Q: 3 clusters Score -3253718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3253723.500000 Penalty: 5082.198242
	Iteration 91Q: 3 clusters Score -3253724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3253721.750000 Penalty: 5082.198242
	Iteration 92Q: 3 clusters Score -3253722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3253725.250000 Penalty: 5082.198242
	Iteration 93Q: 3 clusters Score -3253725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3253739.500000 Penalty: 5082.198242
	Iteration 94Q: 3 clusters Score -3253740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3253737.250000 Penalty: 5082.198242
	Iteration 95Q: 3 clusters Score -3253737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3253740.750000 Penalty: 5082.198242
	Iteration 96Q: 3 clusters Score -3253741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3253753.250000 Penalty: 5082.198242
	Iteration 97Q: 3 clusters Score -3253753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3253749.750000 Penalty: 5082.198242
	Iteration 98Q: 3 clusters Score -3253750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3253749.750000 Penalty: 5082.198242
	Iteration 99F: 3 clusters Score -3253750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -92491.085938 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -92491.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -90675.562500 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -90675.56 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90902.335938 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -90902.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -90985.976562 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -90985.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91030.429688 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -91030.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91054.664062 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -91054.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -91088.164062 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -91088.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91122.945312 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -91122.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91163.515625 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -91163.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -91186.570312 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -91186.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -91200.242188 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -91200.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -91206.570312 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -91206.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -91213.281250 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -91213.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -91220.882812 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -91220.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -91226.382812 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -91226.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -91227.054688 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -91227.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -91228.953125 Penalty: 3325.996826
	Iteration 15Q: 3 clusters Score -91228.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -91231.375000 Penalty: 3325.996826
	Iteration 16Q: 3 clusters Score -91231.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -91231.375000 Penalty: 3325.996826
	Iteration 17F: 3 clusters Score -91231.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Entering Unmasked Estep 
Score: -4619192.500000 Penalty: 2635.187500
	Iteration 0F: 2 clusters Score -4619192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -4591129.500000 Penalty: 5270.375000
	Iteration 0F: 3 clusters Score -4591130 nChanged 18954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -4601627.500000 Penalty: 5270.375000
	Iteration 1F: 3 clusters Score -4601628 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -4602132.500000 Penalty: 5270.375000
	Iteration 2Q: 3 clusters Score -4602132 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -4602621.000000 Penalty: 5270.375000
	Iteration 3Q: 3 clusters Score -4602621 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -4603064.000000 Penalty: 5270.375000
	Iteration 4Q: 3 clusters Score -4603064 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -4603496.000000 Penalty: 5270.375000
	Iteration 5Q: 3 clusters Score -4603496 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -4603957.000000 Penalty: 5270.375000
	Iteration 6Q: 3 clusters Score -4603957 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -4604477.000000 Penalty: 5270.375000
	Iteration 7Q: 3 clusters Score -4604477 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -4605182.000000 Penalty: 5270.375000
	Iteration 8Q: 3 clusters Score -4605182 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -4606309.000000 Penalty: 5270.375000
	Iteration 9Q: 3 clusters Score -4606309 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -4607923.500000 Penalty: 5270.375000
	Iteration 10F: 3 clusters Score -4607924 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -4610337.500000 Penalty: 5270.375000
	Iteration 11F: 3 clusters Score -4610338 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -4613037.000000 Penalty: 5270.375000
	Iteration 12F: 3 clusters Score -4613037 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -4615552.000000 Penalty: 5270.375000
	Iteration 13F: 3 clusters Score -4615552 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -4617387.000000 Penalty: 5270.375000
	Iteration 14Q: 3 clusters Score -4617387 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -4618344.000000 Penalty: 5270.375000
	Iteration 15Q: 3 clusters Score -4618344 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -4618783.000000 Penalty: 5270.375000
	Iteration 16Q: 3 clusters Score -4618783 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -4618954.000000 Penalty: 5270.375000
	Iteration 17Q: 3 clusters Score -4618954 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -4619044.000000 Penalty: 5270.375000
	Iteration 18Q: 3 clusters Score -4619044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -4619081.500000 Penalty: 5270.375000
	Iteration 19Q: 3 clusters Score -4619082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -4619112.500000 Penalty: 5270.375000
	Iteration 20F: 3 clusters Score -4619112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -4619128.000000 Penalty: 5270.375000
	Iteration 21Q: 3 clusters Score -4619128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -4619138.500000 Penalty: 5270.375000
	Iteration 22Q: 3 clusters Score -4619138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -4619149.500000 Penalty: 5270.375000
	Iteration 23Q: 3 clusters Score -4619150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -4619158.000000 Penalty: 5270.375000
	Iteration 24Q: 3 clusters Score -4619158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -4619176.500000 Penalty: 5270.375000
	Iteration 25Q: 3 clusters Score -4619176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -4619188.500000 Penalty: 5270.375000
	Iteration 26Q: 3 clusters Score -4619188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -4619191.000000 Penalty: 5270.375000
	Iteration 27Q: 3 clusters Score -4619191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -4619195.000000 Penalty: 5270.375000
	Iteration 28Q: 3 clusters Score -4619195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -4619198.500000 Penalty: 5270.375000
	Iteration 29Q: 3 clusters Score -4619198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -4619198.500000 Penalty: 5270.375000
	Iteration 30Q: 3 clusters Score -4619198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -4619198.500000 Penalty: 5270.375000
	Iteration 31F: 3 clusters Score -4619198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62643 members 
Mstep: Class 18 contains 238179 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 40796 members 
Entering Unmasked Estep 
Score: -70761680.000000 Penalty: 69567.734375
Splitting cluster 3 changes total score from -70762480.000000 to -70761680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Entering Unmasked Estep 
Score: -353432.343750 Penalty: 2008.689453
	Iteration 0F: 2 clusters Score -353432.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -349996.625000 Penalty: 4017.378906
	Iteration 0F: 3 clusters Score -349996.6 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -350703.156250 Penalty: 4017.378906
	Iteration 1F: 3 clusters Score -350703.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -350890.687500 Penalty: 4017.378906
	Iteration 2F: 3 clusters Score -350890.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -350990.218750 Penalty: 4017.378906
	Iteration 3F: 3 clusters Score -350990.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -351047.687500 Penalty: 4017.378906
	Iteration 4Q: 3 clusters Score -351047.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -351089.625000 Penalty: 4017.378906
	Iteration 5Q: 3 clusters Score -351089.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -351113.875000 Penalty: 4017.378906
	Iteration 6Q: 3 clusters Score -351113.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -351136.562500 Penalty: 4017.378906
	Iteration 7Q: 3 clusters Score -351136.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -351149.718750 Penalty: 4017.378906
	Iteration 8Q: 3 clusters Score -351149.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -351157.531250 Penalty: 4017.378906
	Iteration 9Q: 3 clusters Score -351157.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -351160.625000 Penalty: 4017.378906
	Iteration 10Q: 3 clusters Score -351160.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -351164.531250 Penalty: 4017.378906
	Iteration 11Q: 3 clusters Score -351164.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -351168.093750 Penalty: 4017.378906
	Iteration 12Q: 3 clusters Score -351168.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -351172.281250 Penalty: 4017.378906
	Iteration 13Q: 3 clusters Score -351172.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -351173.968750 Penalty: 4017.378906
	Iteration 14Q: 3 clusters Score -351174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -351175.625000 Penalty: 4017.378906
	Iteration 15Q: 3 clusters Score -351175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -351177.156250 Penalty: 4017.378906
	Iteration 16Q: 3 clusters Score -351177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -351177.875000 Penalty: 4017.378906
	Iteration 17Q: 3 clusters Score -351177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -351178.562500 Penalty: 4017.378906
	Iteration 18Q: 3 clusters Score -351178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -351179.062500 Penalty: 4017.378906
	Iteration 19Q: 3 clusters Score -351179.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -351179.062500 Penalty: 4017.378906
	Iteration 20F: 3 clusters Score -351179.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72620.726562 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72620.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70967.203125 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -70967.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71192.328125 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71192.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71267.687500 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -71267.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71274.328125 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71274.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71279.351562 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71279.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71283.218750 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71283.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71285.140625 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71285.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71286.765625 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -71286.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71287.640625 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -71287.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71287.640625 Penalty: 3215.621338
	Iteration 9F: 3 clusters Score -71287.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -95356.429688 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -95356.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -93507.023438 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -93507.02 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93751.812500 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -93751.81 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -93815.273438 Penalty: 3352.590576
	Iteration 2Q: 3 clusters Score -93815.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -93840.664062 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -93840.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93865.500000 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -93865.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93888.851562 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -93888.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93916.914062 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -93916.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -93929.679688 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -93929.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -93934.726562 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -93934.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93938.812500 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -93938.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -93950.851562 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -93950.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -93954.843750 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -93954.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -93957.898438 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -93957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93960.859375 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -93960.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -93963.257812 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -93963.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -93963.257812 Penalty: 3352.590576
	Iteration 15F: 3 clusters Score -93963.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -97647.234375 Penalty: 1696.455566
	Iteration 0F: 2 clusters Score -97647.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -95805.718750 Penalty: 3392.911133
	Iteration 0F: 3 clusters Score -95805.72 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -96278.750000 Penalty: 3392.911133
	Iteration 1F: 3 clusters Score -96278.75 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -96551.781250 Penalty: 3392.911133
	Iteration 2F: 3 clusters Score -96551.78 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -96797.484375 Penalty: 3392.911133
	Iteration 3F: 3 clusters Score -96797.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96982.820312 Penalty: 3392.911133
	Iteration 4F: 3 clusters Score -96982.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -97054.789062 Penalty: 3392.911133
	Iteration 5Q: 3 clusters Score -97054.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -97103.789062 Penalty: 3392.911133
	Iteration 6Q: 3 clusters Score -97103.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -97128.171875 Penalty: 3392.911133
	Iteration 7Q: 3 clusters Score -97128.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -97138.734375 Penalty: 3392.911133
	Iteration 8Q: 3 clusters Score -97138.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97141.531250 Penalty: 3392.911133
	Iteration 9Q: 3 clusters Score -97141.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -97142.835938 Penalty: 3392.911133
	Iteration 10Q: 3 clusters Score -97142.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -97142.835938 Penalty: 3392.911133
	Iteration 11F: 3 clusters Score -97142.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -130880.515625 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -130880.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -128800.531250 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -128800.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -129130.109375 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -129130.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -129219.109375 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -129219.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129253.343750 Penalty: 3504.967529
	Iteration 3Q: 3 clusters Score -129253.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -129265.109375 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -129265.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -129273.804688 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -129273.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129285.812500 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -129285.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -129295.156250 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -129295.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -129304.414062 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -129304.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -129311.906250 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -129311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -129316.890625 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -129316.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -129319.812500 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -129319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -129320.835938 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -129320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -129321.632812 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -129321.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -129321.632812 Penalty: 3504.967529
	Iteration 14F: 3 clusters Score -129321.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -75786.796875 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -75786.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -74086.843750 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -74086.84 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74413.906250 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -74413.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74579.890625 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -74579.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -74716.945312 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -74716.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -74777.914062 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -74777.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -74818.218750 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -74818.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74853.210938 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -74853.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74860.789062 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -74860.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74871.882812 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -74871.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74880.898438 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -74880.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74884.859375 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -74884.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74886.921875 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -74886.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74888.335938 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -74888.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74892.351562 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -74892.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74894.632812 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -74894.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74894.632812 Penalty: 3299.179688
	Iteration 15F: 3 clusters Score -74894.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -70977.781250 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -70977.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69283.500000 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -69283.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69626.585938 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -69626.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69913.429688 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -69913.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70132.257812 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -70132.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -70246.367188 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -70246.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70402.484375 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -70402.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70576.742188 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -70576.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70708.960938 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -70708.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70857.382812 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -70857.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71078.039062 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -71078.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71287.281250 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -71287.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -71396.835938 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -71396.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71487.554688 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -71487.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71497.898438 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -71497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -71508.835938 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -71508.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71513.679688 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -71513.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71524.265625 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -71524.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -71536.507812 Penalty: 3270.829102
	Iteration 17Q: 3 clusters Score -71536.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71551.101562 Penalty: 3270.829102
	Iteration 18Q: 3 clusters Score -71551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71561.921875 Penalty: 3270.829102
	Iteration 19Q: 3 clusters Score -71561.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71568.320312 Penalty: 3270.829102
	Iteration 20F: 3 clusters Score -71568.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71569.343750 Penalty: 3270.829102
	Iteration 21Q: 3 clusters Score -71569.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71569.343750 Penalty: 3270.829102
	Iteration 22F: 3 clusters Score -71569.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41182 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 323 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62643 members 
Mstep: Class 18 contains 238179 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 408 members 
Entering Unmasked Estep 
Score: -70761368.000000 Penalty: 69567.734375
Splitting cluster 10 changes total score from -70762480.000000 to -70761368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (16240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Entering Unmasked Estep 
Score: -1883511.500000 Penalty: 2404.417725
	Iteration 0F: 2 clusters Score -1883512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1871862.250000 Penalty: 4808.835449
	Iteration 0F: 3 clusters Score -1871862 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1875594.125000 Penalty: 4808.835449
	Iteration 1F: 3 clusters Score -1875594 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1875998.000000 Penalty: 4808.835449
	Iteration 2F: 3 clusters Score -1875998 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1876300.750000 Penalty: 4808.835449
	Iteration 3Q: 3 clusters Score -1876301 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1876628.375000 Penalty: 4808.835449
	Iteration 4Q: 3 clusters Score -1876628 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1876983.625000 Penalty: 4808.835449
	Iteration 5Q: 3 clusters Score -1876984 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1877389.625000 Penalty: 4808.835449
	Iteration 6Q: 3 clusters Score -1877390 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1877881.000000 Penalty: 4808.835449
	Iteration 7Q: 3 clusters Score -1877881 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1878489.625000 Penalty: 4808.835449
	Iteration 8F: 3 clusters Score -1878490 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1879186.875000 Penalty: 4808.835449
	Iteration 9F: 3 clusters Score -1879187 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1879798.750000 Penalty: 4808.835449
	Iteration 10Q: 3 clusters Score -1879799 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1880330.750000 Penalty: 4808.835449
	Iteration 11Q: 3 clusters Score -1880331 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1880706.125000 Penalty: 4808.835449
	Iteration 12Q: 3 clusters Score -1880706 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1880945.500000 Penalty: 4808.835449
	Iteration 13Q: 3 clusters Score -1880946 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1881099.500000 Penalty: 4808.835449
	Iteration 14Q: 3 clusters Score -1881100 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1881208.500000 Penalty: 4808.835449
	Iteration 15Q: 3 clusters Score -1881208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1881273.125000 Penalty: 4808.835449
	Iteration 16Q: 3 clusters Score -1881273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1881327.125000 Penalty: 4808.835449
	Iteration 17Q: 3 clusters Score -1881327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1881369.250000 Penalty: 4808.835449
	Iteration 18Q: 3 clusters Score -1881369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1881398.375000 Penalty: 4808.835449
	Iteration 19Q: 3 clusters Score -1881398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1881421.000000 Penalty: 4808.835449
	Iteration 20F: 3 clusters Score -1881421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1881427.625000 Penalty: 4808.835449
	Iteration 21Q: 3 clusters Score -1881428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1881436.750000 Penalty: 4808.835449
	Iteration 22Q: 3 clusters Score -1881437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1881442.500000 Penalty: 4808.835449
	Iteration 23Q: 3 clusters Score -1881442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1881445.625000 Penalty: 4808.835449
	Iteration 24Q: 3 clusters Score -1881446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1881447.625000 Penalty: 4808.835449
	Iteration 25Q: 3 clusters Score -1881448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1881448.250000 Penalty: 4808.835449
	Iteration 26Q: 3 clusters Score -1881448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1881455.875000 Penalty: 4808.835449
	Iteration 27Q: 3 clusters Score -1881456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1881457.875000 Penalty: 4808.835449
	Iteration 28Q: 3 clusters Score -1881458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1881460.750000 Penalty: 4808.835449
	Iteration 29Q: 3 clusters Score -1881461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1881465.000000 Penalty: 4808.835449
	Iteration 30Q: 3 clusters Score -1881465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1881465.000000 Penalty: 4808.835449
	Iteration 31F: 3 clusters Score -1881465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Entering Unmasked Estep 
Score: -2096310.375000 Penalty: 2431.199951
	Iteration 0F: 2 clusters Score -2096310 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 8997 members 
Entering Unmasked Estep 
Score: -2083449.500000 Penalty: 4862.399902
	Iteration 0F: 3 clusters Score -2083450 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2087715.375000 Penalty: 4862.399902
	Iteration 1F: 3 clusters Score -2087715 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2088151.375000 Penalty: 4862.399902
	Iteration 2F: 3 clusters Score -2088151 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2088540.375000 Penalty: 4862.399902
	Iteration 3Q: 3 clusters Score -2088540 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2088910.875000 Penalty: 4862.399902
	Iteration 4Q: 3 clusters Score -2088911 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2089209.125000 Penalty: 4862.399902
	Iteration 5Q: 3 clusters Score -2089209 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2089480.750000 Penalty: 4862.399902
	Iteration 6Q: 3 clusters Score -2089481 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2089770.250000 Penalty: 4862.399902
	Iteration 7Q: 3 clusters Score -2089770 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2090048.625000 Penalty: 4862.399902
	Iteration 8Q: 3 clusters Score -2090049 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2090367.125000 Penalty: 4862.399902
	Iteration 9Q: 3 clusters Score -2090367 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2090702.000000 Penalty: 4862.399902
	Iteration 10Q: 3 clusters Score -2090702 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2091023.000000 Penalty: 4862.399902
	Iteration 11Q: 3 clusters Score -2091023 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2091410.000000 Penalty: 4862.399902
	Iteration 12Q: 3 clusters Score -2091410 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2091872.000000 Penalty: 4862.399902
	Iteration 13Q: 3 clusters Score -2091872 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2092303.500000 Penalty: 4862.399902
	Iteration 14Q: 3 clusters Score -2092304 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2092623.875000 Penalty: 4862.399902
	Iteration 15Q: 3 clusters Score -2092624 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2092815.500000 Penalty: 4862.399902
	Iteration 16Q: 3 clusters Score -2092816 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2092932.750000 Penalty: 4862.399902
	Iteration 17Q: 3 clusters Score -2092933 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2092998.500000 Penalty: 4862.399902
	Iteration 18Q: 3 clusters Score -2092998 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2093053.250000 Penalty: 4862.399902
	Iteration 19Q: 3 clusters Score -2093053 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2093090.750000 Penalty: 4862.399902
	Iteration 20F: 3 clusters Score -2093091 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2093127.750000 Penalty: 4862.399902
	Iteration 21Q: 3 clusters Score -2093128 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2093171.250000 Penalty: 4862.399902
	Iteration 22Q: 3 clusters Score -2093171 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2093200.375000 Penalty: 4862.399902
	Iteration 23Q: 3 clusters Score -2093200 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2093233.500000 Penalty: 4862.399902
	Iteration 24Q: 3 clusters Score -2093234 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2093258.625000 Penalty: 4862.399902
	Iteration 25Q: 3 clusters Score -2093259 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2093279.000000 Penalty: 4862.399902
	Iteration 26Q: 3 clusters Score -2093279 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2093308.750000 Penalty: 4862.399902
	Iteration 27Q: 3 clusters Score -2093309 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2093344.500000 Penalty: 4862.399902
	Iteration 28Q: 3 clusters Score -2093344 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2093363.750000 Penalty: 4862.399902
	Iteration 29Q: 3 clusters Score -2093364 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2093396.000000 Penalty: 4862.399902
	Iteration 30Q: 3 clusters Score -2093396 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2093435.750000 Penalty: 4862.399902
	Iteration 31Q: 3 clusters Score -2093436 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2093479.125000 Penalty: 4862.399902
	Iteration 32Q: 3 clusters Score -2093479 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2093515.250000 Penalty: 4862.399902
	Iteration 33Q: 3 clusters Score -2093515 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2093543.750000 Penalty: 4862.399902
	Iteration 34Q: 3 clusters Score -2093544 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2093587.375000 Penalty: 4862.399902
	Iteration 35Q: 3 clusters Score -2093587 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2093616.000000 Penalty: 4862.399902
	Iteration 36Q: 3 clusters Score -2093616 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2093649.125000 Penalty: 4862.399902
	Iteration 37Q: 3 clusters Score -2093649 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2093694.750000 Penalty: 4862.399902
	Iteration 38Q: 3 clusters Score -2093695 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2093737.250000 Penalty: 4862.399902
	Iteration 39Q: 3 clusters Score -2093737 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2093785.000000 Penalty: 4862.399902
	Iteration 40F: 3 clusters Score -2093785 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2093831.000000 Penalty: 4862.399902
	Iteration 41Q: 3 clusters Score -2093831 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2093871.625000 Penalty: 4862.399902
	Iteration 42Q: 3 clusters Score -2093872 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2093912.625000 Penalty: 4862.399902
	Iteration 43Q: 3 clusters Score -2093913 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2093942.875000 Penalty: 4862.399902
	Iteration 44Q: 3 clusters Score -2093943 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2093984.750000 Penalty: 4862.399902
	Iteration 45Q: 3 clusters Score -2093985 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2094019.625000 Penalty: 4862.399902
	Iteration 46Q: 3 clusters Score -2094020 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2094046.625000 Penalty: 4862.399902
	Iteration 47Q: 3 clusters Score -2094047 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2094077.750000 Penalty: 4862.399902
	Iteration 48Q: 3 clusters Score -2094078 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2094113.750000 Penalty: 4862.399902
	Iteration 49Q: 3 clusters Score -2094114 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2094144.000000 Penalty: 4862.399902
	Iteration 50Q: 3 clusters Score -2094144 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2094185.625000 Penalty: 4862.399902
	Iteration 51Q: 3 clusters Score -2094186 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2094217.125000 Penalty: 4862.399902
	Iteration 52Q: 3 clusters Score -2094217 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2094249.375000 Penalty: 4862.399902
	Iteration 53Q: 3 clusters Score -2094249 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2094281.000000 Penalty: 4862.399902
	Iteration 54Q: 3 clusters Score -2094281 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2094321.250000 Penalty: 4862.399902
	Iteration 55Q: 3 clusters Score -2094321 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2094366.000000 Penalty: 4862.399902
	Iteration 56Q: 3 clusters Score -2094366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2094392.250000 Penalty: 4862.399902
	Iteration 57Q: 3 clusters Score -2094392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2094421.000000 Penalty: 4862.399902
	Iteration 58Q: 3 clusters Score -2094421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2094448.500000 Penalty: 4862.399902
	Iteration 59Q: 3 clusters Score -2094448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2094470.750000 Penalty: 4862.399902
	Iteration 60F: 3 clusters Score -2094471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2094486.750000 Penalty: 4862.399902
	Iteration 61Q: 3 clusters Score -2094487 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2094517.625000 Penalty: 4862.399902
	Iteration 62Q: 3 clusters Score -2094518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2094537.500000 Penalty: 4862.399902
	Iteration 63Q: 3 clusters Score -2094538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2094555.750000 Penalty: 4862.399902
	Iteration 64Q: 3 clusters Score -2094556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2094572.000000 Penalty: 4862.399902
	Iteration 65Q: 3 clusters Score -2094572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2094580.000000 Penalty: 4862.399902
	Iteration 66Q: 3 clusters Score -2094580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2094590.625000 Penalty: 4862.399902
	Iteration 67Q: 3 clusters Score -2094591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2094593.750000 Penalty: 4862.399902
	Iteration 68Q: 3 clusters Score -2094594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2094597.875000 Penalty: 4862.399902
	Iteration 69Q: 3 clusters Score -2094598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2094612.625000 Penalty: 4862.399902
	Iteration 70Q: 3 clusters Score -2094613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2094615.000000 Penalty: 4862.399902
	Iteration 71Q: 3 clusters Score -2094615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2094619.625000 Penalty: 4862.399902
	Iteration 72Q: 3 clusters Score -2094620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2094620.500000 Penalty: 4862.399902
	Iteration 73Q: 3 clusters Score -2094620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2094625.750000 Penalty: 4862.399902
	Iteration 74Q: 3 clusters Score -2094626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2094627.500000 Penalty: 4862.399902
	Iteration 75Q: 3 clusters Score -2094628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2094633.250000 Penalty: 4862.399902
	Iteration 76Q: 3 clusters Score -2094633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2094642.375000 Penalty: 4862.399902
	Iteration 77Q: 3 clusters Score -2094642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2094647.375000 Penalty: 4862.399902
	Iteration 78Q: 3 clusters Score -2094647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2094644.500000 Penalty: 4862.399902
	Iteration 79Q: 3 clusters Score -2094644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2094650.000000 Penalty: 4862.399902
	Iteration 80F: 3 clusters Score -2094650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2094655.250000 Penalty: 4862.399902
	Iteration 81Q: 3 clusters Score -2094655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2094657.125000 Penalty: 4862.399902
	Iteration 82Q: 3 clusters Score -2094657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2094657.875000 Penalty: 4862.399902
	Iteration 83Q: 3 clusters Score -2094658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2094658.625000 Penalty: 4862.399902
	Iteration 84Q: 3 clusters Score -2094659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2094658.625000 Penalty: 4862.399902
	Iteration 85F: 3 clusters Score -2094659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -54934.179688 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -54934.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53407.628906 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -53407.63 nChanged 121
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: -53677.519531 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -53677.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53786.511719 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -53786.51 nChanged 21
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: -53871.277344 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -53871.28 nChanged 16
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: -53914.128906 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -53914.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53937.089844 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -53937.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -53952.628906 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -53952.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -53976.855469 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -53976.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53985.367188 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -53985.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54008.625000 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -54008.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54040.449219 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -54040.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -54068.437500 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -54068.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -54087.582031 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -54087.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54105.597656 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -54105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54121.523438 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -54121.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54126.589844 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -54126.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54131.550781 Penalty: 3135.992188
	Iteration 16F: 3 clusters Score -54131.55 nChanged 1
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: -54158.960938 Penalty: 3135.992188
	Iteration 17Q: 3 clusters Score -54158.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -54169.597656 Penalty: 3135.992188
	Iteration 18Q: 3 clusters Score -54169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -54179.273438 Penalty: 3135.992188
	Iteration 19Q: 3 clusters Score -54179.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -54218.000000 Penalty: 3135.992188
	Iteration 20F: 3 clusters Score -54218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -54238.761719 Penalty: 3135.992188
	Iteration 21Q: 3 clusters Score -54238.76 nChanged 2
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: -54243.078125 Penalty: 3135.992188
	Iteration 22Q: 3 clusters Score -54243.08 nChanged 0
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: -54243.078125 Penalty: 3135.992188
	Iteration 23F: 3 clusters Score -54243.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Entering Unmasked Estep 
Score: -1843674.875000 Penalty: 2399.045654
	Iteration 0F: 2 clusters Score -1843675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1832155.125000 Penalty: 4798.091309
	Iteration 0F: 3 clusters Score -1832155 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1835778.125000 Penalty: 4798.091309
	Iteration 1F: 3 clusters Score -1835778 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1836098.500000 Penalty: 4798.091309
	Iteration 2F: 3 clusters Score -1836098 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1836389.375000 Penalty: 4798.091309
	Iteration 3Q: 3 clusters Score -1836389 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1836662.875000 Penalty: 4798.091309
	Iteration 4Q: 3 clusters Score -1836663 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1836923.625000 Penalty: 4798.091309
	Iteration 5Q: 3 clusters Score -1836924 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1837191.625000 Penalty: 4798.091309
	Iteration 6Q: 3 clusters Score -1837192 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1837489.375000 Penalty: 4798.091309
	Iteration 7Q: 3 clusters Score -1837489 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1837857.125000 Penalty: 4798.091309
	Iteration 8Q: 3 clusters Score -1837857 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1838354.625000 Penalty: 4798.091309
	Iteration 9Q: 3 clusters Score -1838355 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1838933.000000 Penalty: 4798.091309
	Iteration 10F: 3 clusters Score -1838933 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1839601.750000 Penalty: 4798.091309
	Iteration 11F: 3 clusters Score -1839602 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1840192.000000 Penalty: 4798.091309
	Iteration 12Q: 3 clusters Score -1840192 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1840635.000000 Penalty: 4798.091309
	Iteration 13Q: 3 clusters Score -1840635 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1840934.250000 Penalty: 4798.091309
	Iteration 14Q: 3 clusters Score -1840934 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1841149.375000 Penalty: 4798.091309
	Iteration 15Q: 3 clusters Score -1841149 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1841286.000000 Penalty: 4798.091309
	Iteration 16Q: 3 clusters Score -1841286 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1841366.375000 Penalty: 4798.091309
	Iteration 17Q: 3 clusters Score -1841366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1841415.250000 Penalty: 4798.091309
	Iteration 18Q: 3 clusters Score -1841415 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1841453.250000 Penalty: 4798.091309
	Iteration 19Q: 3 clusters Score -1841453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1841480.500000 Penalty: 4798.091309
	Iteration 20F: 3 clusters Score -1841480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1841503.625000 Penalty: 4798.091309
	Iteration 21Q: 3 clusters Score -1841504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1841515.250000 Penalty: 4798.091309
	Iteration 22Q: 3 clusters Score -1841515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1841523.125000 Penalty: 4798.091309
	Iteration 23Q: 3 clusters Score -1841523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1841527.250000 Penalty: 4798.091309
	Iteration 24Q: 3 clusters Score -1841527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1841528.875000 Penalty: 4798.091309
	Iteration 25Q: 3 clusters Score -1841529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1841526.750000 Penalty: 4798.091309
	Iteration 26Q: 3 clusters Score -1841527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1841528.500000 Penalty: 4798.091309
	Iteration 27Q: 3 clusters Score -1841528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1841528.500000 Penalty: 4798.091309
	Iteration 28F: 3 clusters Score -1841528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Entering Unmasked Estep 
Score: -985222.687500 Penalty: 2257.013428
	Iteration 0F: 2 clusters Score -985222.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -978241.125000 Penalty: 4514.026855
	Iteration 0F: 3 clusters Score -978241.1 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -980712.000000 Penalty: 4514.026855
	Iteration 1F: 3 clusters Score -980712 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -981601.187500 Penalty: 4514.026855
	Iteration 2F: 3 clusters Score -981601.2 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -982498.562500 Penalty: 4514.026855
	Iteration 3F: 3 clusters Score -982498.6 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -983234.937500 Penalty: 4514.026855
	Iteration 4F: 3 clusters Score -983234.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -983652.625000 Penalty: 4514.026855
	Iteration 5F: 3 clusters Score -983652.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -983917.062500 Penalty: 4514.026855
	Iteration 6Q: 3 clusters Score -983917.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -984052.812500 Penalty: 4514.026855
	Iteration 7Q: 3 clusters Score -984052.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -984122.812500 Penalty: 4514.026855
	Iteration 8Q: 3 clusters Score -984122.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -984161.562500 Penalty: 4514.026855
	Iteration 9Q: 3 clusters Score -984161.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -984176.750000 Penalty: 4514.026855
	Iteration 10Q: 3 clusters Score -984176.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -984185.812500 Penalty: 4514.026855
	Iteration 11Q: 3 clusters Score -984185.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -984192.625000 Penalty: 4514.026855
	Iteration 12Q: 3 clusters Score -984192.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -984196.750000 Penalty: 4514.026855
	Iteration 13Q: 3 clusters Score -984196.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -984198.250000 Penalty: 4514.026855
	Iteration 14Q: 3 clusters Score -984198.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -984203.875000 Penalty: 4514.026855
	Iteration 15Q: 3 clusters Score -984203.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -984207.562500 Penalty: 4514.026855
	Iteration 16Q: 3 clusters Score -984207.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -984212.500000 Penalty: 4514.026855
	Iteration 17Q: 3 clusters Score -984212.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -984215.875000 Penalty: 4514.026855
	Iteration 18Q: 3 clusters Score -984215.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -984217.062500 Penalty: 4514.026855
	Iteration 19Q: 3 clusters Score -984217.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -984215.687500 Penalty: 4514.026855
	Iteration 20F: 3 clusters Score -984215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -984217.437500 Penalty: 4514.026855
	Iteration 21Q: 3 clusters Score -984217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -984218.875000 Penalty: 4514.026855
	Iteration 22Q: 3 clusters Score -984218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -984219.625000 Penalty: 4514.026855
	Iteration 23Q: 3 clusters Score -984219.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -984219.625000 Penalty: 4514.026855
	Iteration 24F: 3 clusters Score -984219.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -335749.031250 Penalty: 1984.833984
	Iteration 0F: 2 clusters Score -335749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -332528.718750 Penalty: 3969.667969
	Iteration 0F: 3 clusters Score -332528.7 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -333111.250000 Penalty: 3969.667969
	Iteration 1F: 3 clusters Score -333111.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -333262.656250 Penalty: 3969.667969
	Iteration 2F: 3 clusters Score -333262.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -333339.187500 Penalty: 3969.667969
	Iteration 3Q: 3 clusters Score -333339.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -333397.781250 Penalty: 3969.667969
	Iteration 4Q: 3 clusters Score -333397.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -333446.281250 Penalty: 3969.667969
	Iteration 5Q: 3 clusters Score -333446.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -333488.750000 Penalty: 3969.667969
	Iteration 6Q: 3 clusters Score -333488.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -333537.406250 Penalty: 3969.667969
	Iteration 7Q: 3 clusters Score -333537.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -333571.218750 Penalty: 3969.667969
	Iteration 8Q: 3 clusters Score -333571.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -333601.000000 Penalty: 3969.667969
	Iteration 9Q: 3 clusters Score -333601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -333645.937500 Penalty: 3969.667969
	Iteration 10Q: 3 clusters Score -333645.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -333683.656250 Penalty: 3969.667969
	Iteration 11Q: 3 clusters Score -333683.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -333708.750000 Penalty: 3969.667969
	Iteration 12Q: 3 clusters Score -333708.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -333732.125000 Penalty: 3969.667969
	Iteration 13Q: 3 clusters Score -333732.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -333746.562500 Penalty: 3969.667969
	Iteration 14Q: 3 clusters Score -333746.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -333760.875000 Penalty: 3969.667969
	Iteration 15Q: 3 clusters Score -333760.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -333776.218750 Penalty: 3969.667969
	Iteration 16Q: 3 clusters Score -333776.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -333792.406250 Penalty: 3969.667969
	Iteration 17Q: 3 clusters Score -333792.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -333809.781250 Penalty: 3969.667969
	Iteration 18Q: 3 clusters Score -333809.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -333824.406250 Penalty: 3969.667969
	Iteration 19Q: 3 clusters Score -333824.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -333832.250000 Penalty: 3969.667969
	Iteration 20F: 3 clusters Score -333832.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -333838.906250 Penalty: 3969.667969
	Iteration 21Q: 3 clusters Score -333838.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -333843.718750 Penalty: 3969.667969
	Iteration 22Q: 3 clusters Score -333843.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -333848.781250 Penalty: 3969.667969
	Iteration 23Q: 3 clusters Score -333848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -333852.343750 Penalty: 3969.667969
	Iteration 24Q: 3 clusters Score -333852.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -333856.343750 Penalty: 3969.667969
	Iteration 25Q: 3 clusters Score -333856.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -333859.031250 Penalty: 3969.667969
	Iteration 26Q: 3 clusters Score -333859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -333861.187500 Penalty: 3969.667969
	Iteration 27Q: 3 clusters Score -333861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -333864.343750 Penalty: 3969.667969
	Iteration 28Q: 3 clusters Score -333864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -333867.812500 Penalty: 3969.667969
	Iteration 29Q: 3 clusters Score -333867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -333869.062500 Penalty: 3969.667969
	Iteration 30Q: 3 clusters Score -333869.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -333870.687500 Penalty: 3969.667969
	Iteration 31Q: 3 clusters Score -333870.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -333872.031250 Penalty: 3969.667969
	Iteration 32Q: 3 clusters Score -333872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -333872.906250 Penalty: 3969.667969
	Iteration 33Q: 3 clusters Score -333872.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -333873.000000 Penalty: 3969.667969
	Iteration 34Q: 3 clusters Score -333873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -333873.000000 Penalty: 3969.667969
	Iteration 35F: 3 clusters Score -333873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Entering Unmasked Estep 
Score: -7132025.500000 Penalty: 2739.211426
	Iteration 0F: 2 clusters Score -7132026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -7089691.500000 Penalty: 5478.422852
	Iteration 0F: 3 clusters Score -7089692 nChanged 29399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -7106141.000000 Penalty: 5478.422852
	Iteration 1F: 3 clusters Score -7106141 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -7106634.000000 Penalty: 5478.422852
	Iteration 2Q: 3 clusters Score -7106634 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -7107100.000000 Penalty: 5478.422852
	Iteration 3Q: 3 clusters Score -7107100 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -7107506.500000 Penalty: 5478.422852
	Iteration 4Q: 3 clusters Score -7107506 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -7107997.500000 Penalty: 5478.422852
	Iteration 5Q: 3 clusters Score -7107998 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -7108554.000000 Penalty: 5478.422852
	Iteration 6Q: 3 clusters Score -7108554 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -7109384.000000 Penalty: 5478.422852
	Iteration 7Q: 3 clusters Score -7109384 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -7110801.500000 Penalty: 5478.422852
	Iteration 8Q: 3 clusters Score -7110802 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -7113217.500000 Penalty: 5478.422852
	Iteration 9F: 3 clusters Score -7113218 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -7117184.000000 Penalty: 5478.422852
	Iteration 10F: 3 clusters Score -7117184 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -7122058.000000 Penalty: 5478.422852
	Iteration 11F: 3 clusters Score -7122058 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -7126004.000000 Penalty: 5478.422852
	Iteration 12F: 3 clusters Score -7126004 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7128196.000000 Penalty: 5478.422852
	Iteration 13Q: 3 clusters Score -7128196 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7129050.000000 Penalty: 5478.422852
	Iteration 14Q: 3 clusters Score -7129050 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7129332.500000 Penalty: 5478.422852
	Iteration 15Q: 3 clusters Score -7129332 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7129458.500000 Penalty: 5478.422852
	Iteration 16Q: 3 clusters Score -7129458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7129512.500000 Penalty: 5478.422852
	Iteration 17Q: 3 clusters Score -7129512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7129568.500000 Penalty: 5478.422852
	Iteration 18Q: 3 clusters Score -7129568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7129586.500000 Penalty: 5478.422852
	Iteration 19Q: 3 clusters Score -7129586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7129600.000000 Penalty: 5478.422852
	Iteration 20F: 3 clusters Score -7129600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7129605.000000 Penalty: 5478.422852
	Iteration 21Q: 3 clusters Score -7129605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7129609.000000 Penalty: 5478.422852
	Iteration 22Q: 3 clusters Score -7129609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7129620.000000 Penalty: 5478.422852
	Iteration 23Q: 3 clusters Score -7129620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7129623.000000 Penalty: 5478.422852
	Iteration 24Q: 3 clusters Score -7129623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7129623.000000 Penalty: 5478.422852
	Iteration 25F: 3 clusters Score -7129623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (238179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238179 members 
Entering Unmasked Estep 
Score: -27134820.000000 Penalty: 3070.432861
	Iteration 0F: 2 clusters Score -2.713482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119410 members 
Mstep: Class 2 contains 118769 members 
Entering Unmasked Estep 
Score: -26980606.000000 Penalty: 6140.865723
	Iteration 0F: 3 clusters Score -2.698061e+07 nChanged 115057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123299 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -27049442.000000 Penalty: 6140.865723
	Iteration 1F: 3 clusters Score -2.704944e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125384 members 
Mstep: Class 2 contains 112795 members 
Entering Unmasked Estep 
Score: -27050570.000000 Penalty: 6140.865723
	Iteration 2Q: 3 clusters Score -2.705057e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128629 members 
Mstep: Class 2 contains 109550 members 
Entering Unmasked Estep 
Score: -27052126.000000 Penalty: 6140.865723
	Iteration 3Q: 3 clusters Score -2.705213e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133585 members 
Mstep: Class 2 contains 104594 members 
Entering Unmasked Estep 
Score: -27054374.000000 Penalty: 6140.865723
	Iteration 4Q: 3 clusters Score -2.705437e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141019 members 
Mstep: Class 2 contains 97160 members 
Entering Unmasked Estep 
Score: -27058466.000000 Penalty: 6140.865723
	Iteration 5Q: 3 clusters Score -2.705847e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151501 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
Score: -27064686.000000 Penalty: 6140.865723
	Iteration 6Q: 3 clusters Score -2.706469e+07 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164973 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -27074102.000000 Penalty: 6140.865723
	Iteration 7F: 3 clusters Score -2.70741e+07 nChanged 16171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180480 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -27086940.000000 Penalty: 6140.865723
	Iteration 8F: 3 clusters Score -2.708694e+07 nChanged 15336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195336 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -27098914.000000 Penalty: 6140.865723
	Iteration 9F: 3 clusters Score -2.709891e+07 nChanged 12335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207271 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -27108724.000000 Penalty: 6140.865723
	Iteration 10F: 3 clusters Score -2.710872e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215886 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -27115542.000000 Penalty: 6140.865723
	Iteration 11Q: 3 clusters Score -2.711554e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222226 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -27120524.000000 Penalty: 6140.865723
	Iteration 12Q: 3 clusters Score -2.712052e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226936 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -27124036.000000 Penalty: 6140.865723
	Iteration 13Q: 3 clusters Score -2.712404e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230492 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -27126488.000000 Penalty: 6140.865723
	Iteration 14Q: 3 clusters Score -2.712649e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233206 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -27128384.000000 Penalty: 6140.865723
	Iteration 15Q: 3 clusters Score -2.712838e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235104 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -27129794.000000 Penalty: 6140.865723
	Iteration 16Q: 3 clusters Score -2.712979e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236333 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -27130782.000000 Penalty: 6140.865723
	Iteration 17Q: 3 clusters Score -2.713078e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237018 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -27131240.000000 Penalty: 6140.865723
	Iteration 18Q: 3 clusters Score -2.713124e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237351 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -27131522.000000 Penalty: 6140.865723
	Iteration 19Q: 3 clusters Score -2.713152e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237523 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -27131706.000000 Penalty: 6140.865723
	Iteration 20F: 3 clusters Score -2.713171e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237627 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -27131820.000000 Penalty: 6140.865723
	Iteration 21Q: 3 clusters Score -2.713182e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237675 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -27131914.000000 Penalty: 6140.865723
	Iteration 22Q: 3 clusters Score -2.713191e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237702 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -27131904.000000 Penalty: 6140.865723
	Iteration 23Q: 3 clusters Score -2.71319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237718 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -27131938.000000 Penalty: 6140.865723
	Iteration 24Q: 3 clusters Score -2.713194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237737 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -27131976.000000 Penalty: 6140.865723
	Iteration 25Q: 3 clusters Score -2.713198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237749 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -27131990.000000 Penalty: 6140.865723
	Iteration 26Q: 3 clusters Score -2.713199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237764 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -27131994.000000 Penalty: 6140.865723
	Iteration 27Q: 3 clusters Score -2.713199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237778 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -27132016.000000 Penalty: 6140.865723
	Iteration 28Q: 3 clusters Score -2.713202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237784 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -27132024.000000 Penalty: 6140.865723
	Iteration 29Q: 3 clusters Score -2.713202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237792 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -27132028.000000 Penalty: 6140.865723
	Iteration 30Q: 3 clusters Score -2.713203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237797 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -27132060.000000 Penalty: 6140.865723
	Iteration 31Q: 3 clusters Score -2.713206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237799 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -27132062.000000 Penalty: 6140.865723
	Iteration 32Q: 3 clusters Score -2.713206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237801 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -27132070.000000 Penalty: 6140.865723
	Iteration 33Q: 3 clusters Score -2.713207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237806 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -27132068.000000 Penalty: 6140.865723
	Iteration 34Q: 3 clusters Score -2.713207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237805 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -27132076.000000 Penalty: 6140.865723
	Iteration 35Q: 3 clusters Score -2.713208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237808 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -27132078.000000 Penalty: 6140.865723
	Iteration 36Q: 3 clusters Score -2.713208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237809 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -27132068.000000 Penalty: 6140.865723
	Iteration 37Q: 3 clusters Score -2.713207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237811 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -27132078.000000 Penalty: 6140.865723
	Iteration 38Q: 3 clusters Score -2.713208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237812 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -27132086.000000 Penalty: 6140.865723
	Iteration 39Q: 3 clusters Score -2.713209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237812 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -27132086.000000 Penalty: 6140.865723
	Iteration 40F: 3 clusters Score -2.713209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (190054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190054 members 
Entering Unmasked Estep 
Score: -21509640.000000 Penalty: 3014.455811
	Iteration 0F: 2 clusters Score -2.150964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95184 members 
Mstep: Class 2 contains 94870 members 
Entering Unmasked Estep 
Score: -21384386.000000 Penalty: 6028.911621
	Iteration 0F: 3 clusters Score -2.138439e+07 nChanged 91183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97647 members 
Mstep: Class 2 contains 92407 members 
Entering Unmasked Estep 
Score: -21438682.000000 Penalty: 6028.911621
	Iteration 1F: 3 clusters Score -2.143868e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98913 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -21441142.000000 Penalty: 6028.911621
	Iteration 2Q: 3 clusters Score -2.144114e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -21444976.000000 Penalty: 6028.911621
	Iteration 3Q: 3 clusters Score -2.144498e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103982 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -21450726.000000 Penalty: 6028.911621
	Iteration 4F: 3 clusters Score -2.145073e+07 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107665 members 
Mstep: Class 2 contains 82389 members 
Entering Unmasked Estep 
Score: -21459014.000000 Penalty: 6028.911621
	Iteration 5F: 3 clusters Score -2.145901e+07 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111407 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -21468058.000000 Penalty: 6028.911621
	Iteration 6F: 3 clusters Score -2.146806e+07 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114497 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -21476672.000000 Penalty: 6028.911621
	Iteration 7F: 3 clusters Score -2.147667e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116728 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -21482800.000000 Penalty: 6028.911621
	Iteration 8F: 3 clusters Score -2.14828e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118350 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -21486084.000000 Penalty: 6028.911621
	Iteration 9Q: 3 clusters Score -2.148608e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119470 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -21487584.000000 Penalty: 6028.911621
	Iteration 10Q: 3 clusters Score -2.148758e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120542 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -21488662.000000 Penalty: 6028.911621
	Iteration 11Q: 3 clusters Score -2.148866e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121572 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -21489438.000000 Penalty: 6028.911621
	Iteration 12Q: 3 clusters Score -2.148944e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122582 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -21490084.000000 Penalty: 6028.911621
	Iteration 13Q: 3 clusters Score -2.149008e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123534 members 
Mstep: Class 2 contains 66520 members 
Entering Unmasked Estep 
Score: -21490682.000000 Penalty: 6028.911621
	Iteration 14Q: 3 clusters Score -2.149068e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124360 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -21491048.000000 Penalty: 6028.911621
	Iteration 15Q: 3 clusters Score -2.149105e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125166 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -21491398.000000 Penalty: 6028.911621
	Iteration 16Q: 3 clusters Score -2.14914e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126021 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -21491800.000000 Penalty: 6028.911621
	Iteration 17Q: 3 clusters Score -2.14918e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126853 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -21492154.000000 Penalty: 6028.911621
	Iteration 18Q: 3 clusters Score -2.149215e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127695 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -21492408.000000 Penalty: 6028.911621
	Iteration 19Q: 3 clusters Score -2.149241e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128494 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -21492664.000000 Penalty: 6028.911621
	Iteration 20F: 3 clusters Score -2.149266e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129313 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -21492894.000000 Penalty: 6028.911621
	Iteration 21Q: 3 clusters Score -2.149289e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130103 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -21493116.000000 Penalty: 6028.911621
	Iteration 22Q: 3 clusters Score -2.149312e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130901 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -21493206.000000 Penalty: 6028.911621
	Iteration 23Q: 3 clusters Score -2.149321e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131738 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -21493418.000000 Penalty: 6028.911621
	Iteration 24Q: 3 clusters Score -2.149342e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132552 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -21493490.000000 Penalty: 6028.911621
	Iteration 25Q: 3 clusters Score -2.149349e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133404 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -21493656.000000 Penalty: 6028.911621
	Iteration 26Q: 3 clusters Score -2.149366e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134302 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -21493846.000000 Penalty: 6028.911621
	Iteration 27Q: 3 clusters Score -2.149385e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135243 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -21493882.000000 Penalty: 6028.911621
	Iteration 28Q: 3 clusters Score -2.149388e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136189 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -21493958.000000 Penalty: 6028.911621
	Iteration 29Q: 3 clusters Score -2.149396e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137135 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -21494068.000000 Penalty: 6028.911621
	Iteration 30Q: 3 clusters Score -2.149407e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138103 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -21494106.000000 Penalty: 6028.911621
	Iteration 31Q: 3 clusters Score -2.149411e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139102 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -21494234.000000 Penalty: 6028.911621
	Iteration 32Q: 3 clusters Score -2.149423e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140081 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -21494316.000000 Penalty: 6028.911621
	Iteration 33Q: 3 clusters Score -2.149432e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141096 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -21494432.000000 Penalty: 6028.911621
	Iteration 34Q: 3 clusters Score -2.149443e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142181 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -21494586.000000 Penalty: 6028.911621
	Iteration 35Q: 3 clusters Score -2.149459e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143330 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -21494778.000000 Penalty: 6028.911621
	Iteration 36Q: 3 clusters Score -2.149478e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144461 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -21494926.000000 Penalty: 6028.911621
	Iteration 37Q: 3 clusters Score -2.149493e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145690 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -21495172.000000 Penalty: 6028.911621
	Iteration 38Q: 3 clusters Score -2.149517e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146955 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -21495316.000000 Penalty: 6028.911621
	Iteration 39Q: 3 clusters Score -2.149532e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148248 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -21495458.000000 Penalty: 6028.911621
	Iteration 40F: 3 clusters Score -2.149546e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149568 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -21495668.000000 Penalty: 6028.911621
	Iteration 41Q: 3 clusters Score -2.149567e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150905 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -21495894.000000 Penalty: 6028.911621
	Iteration 42Q: 3 clusters Score -2.149589e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152314 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -21496126.000000 Penalty: 6028.911621
	Iteration 43Q: 3 clusters Score -2.149613e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153817 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -21496540.000000 Penalty: 6028.911621
	Iteration 44Q: 3 clusters Score -2.149654e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155338 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -21496760.000000 Penalty: 6028.911621
	Iteration 45Q: 3 clusters Score -2.149676e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156913 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -21497044.000000 Penalty: 6028.911621
	Iteration 46Q: 3 clusters Score -2.149704e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158580 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -21497374.000000 Penalty: 6028.911621
	Iteration 47Q: 3 clusters Score -2.149737e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160300 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -21497676.000000 Penalty: 6028.911621
	Iteration 48Q: 3 clusters Score -2.149768e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162052 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -21498164.000000 Penalty: 6028.911621
	Iteration 49Q: 3 clusters Score -2.149816e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163859 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -21498550.000000 Penalty: 6028.911621
	Iteration 50Q: 3 clusters Score -2.149855e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165749 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -21499092.000000 Penalty: 6028.911621
	Iteration 51Q: 3 clusters Score -2.149909e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167697 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -21499780.000000 Penalty: 6028.911621
	Iteration 52Q: 3 clusters Score -2.149978e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169692 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -21500410.000000 Penalty: 6028.911621
	Iteration 53Q: 3 clusters Score -2.150041e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171707 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -21501168.000000 Penalty: 6028.911621
	Iteration 54Q: 3 clusters Score -2.150117e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173787 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -21501920.000000 Penalty: 6028.911621
	Iteration 55Q: 3 clusters Score -2.150192e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175903 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -21502870.000000 Penalty: 6028.911621
	Iteration 56Q: 3 clusters Score -2.150287e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177922 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -21503664.000000 Penalty: 6028.911621
	Iteration 57Q: 3 clusters Score -2.150366e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179801 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -21504646.000000 Penalty: 6028.911621
	Iteration 58Q: 3 clusters Score -2.150465e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181522 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -21505436.000000 Penalty: 6028.911621
	Iteration 59Q: 3 clusters Score -2.150544e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182932 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -21506134.000000 Penalty: 6028.911621
	Iteration 60F: 3 clusters Score -2.150613e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184097 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -21506592.000000 Penalty: 6028.911621
	Iteration 61Q: 3 clusters Score -2.150659e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184988 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -21507082.000000 Penalty: 6028.911621
	Iteration 62Q: 3 clusters Score -2.150708e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185651 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -21507388.000000 Penalty: 6028.911621
	Iteration 63Q: 3 clusters Score -2.150739e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186145 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -21507654.000000 Penalty: 6028.911621
	Iteration 64Q: 3 clusters Score -2.150765e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186522 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -21507846.000000 Penalty: 6028.911621
	Iteration 65Q: 3 clusters Score -2.150785e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186818 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -21507970.000000 Penalty: 6028.911621
	Iteration 66Q: 3 clusters Score -2.150797e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187023 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -21508090.000000 Penalty: 6028.911621
	Iteration 67Q: 3 clusters Score -2.150809e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187175 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -21508214.000000 Penalty: 6028.911621
	Iteration 68Q: 3 clusters Score -2.150821e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187290 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -21508310.000000 Penalty: 6028.911621
	Iteration 69Q: 3 clusters Score -2.150831e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187361 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -21508364.000000 Penalty: 6028.911621
	Iteration 70Q: 3 clusters Score -2.150836e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187417 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -21508388.000000 Penalty: 6028.911621
	Iteration 71Q: 3 clusters Score -2.150839e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187453 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -21508408.000000 Penalty: 6028.911621
	Iteration 72Q: 3 clusters Score -2.150841e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187478 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -21508390.000000 Penalty: 6028.911621
	Iteration 73Q: 3 clusters Score -2.150839e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187492 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -21508388.000000 Penalty: 6028.911621
	Iteration 74Q: 3 clusters Score -2.150839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187495 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -21508390.000000 Penalty: 6028.911621
	Iteration 75Q: 3 clusters Score -2.150839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187504 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -21508392.000000 Penalty: 6028.911621
	Iteration 76Q: 3 clusters Score -2.150839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187520 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -21508394.000000 Penalty: 6028.911621
	Iteration 77Q: 3 clusters Score -2.150839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187529 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -21508392.000000 Penalty: 6028.911621
	Iteration 78Q: 3 clusters Score -2.150839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187537 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -21508410.000000 Penalty: 6028.911621
	Iteration 79Q: 3 clusters Score -2.150841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187539 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -21508396.000000 Penalty: 6028.911621
	Iteration 80F: 3 clusters Score -2.15084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187543 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -21508384.000000 Penalty: 6028.911621
	Iteration 81Q: 3 clusters Score -2.150838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187547 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -21508382.000000 Penalty: 6028.911621
	Iteration 82Q: 3 clusters Score -2.150838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187547 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -21508386.000000 Penalty: 6028.911621
	Iteration 83Q: 3 clusters Score -2.150839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187549 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -21508390.000000 Penalty: 6028.911621
	Iteration 84Q: 3 clusters Score -2.150839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187554 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -21508378.000000 Penalty: 6028.911621
	Iteration 85Q: 3 clusters Score -2.150838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187554 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -21508386.000000 Penalty: 6028.911621
	Iteration 86Q: 3 clusters Score -2.150839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187558 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -21508388.000000 Penalty: 6028.911621
	Iteration 87Q: 3 clusters Score -2.150839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187560 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -21508390.000000 Penalty: 6028.911621
	Iteration 88Q: 3 clusters Score -2.150839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187561 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -21508388.000000 Penalty: 6028.911621
	Iteration 89Q: 3 clusters Score -2.150839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187562 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -21508382.000000 Penalty: 6028.911621
	Iteration 90Q: 3 clusters Score -2.150838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187565 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -21508386.000000 Penalty: 6028.911621
	Iteration 91Q: 3 clusters Score -2.150839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187570 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -21508388.000000 Penalty: 6028.911621
	Iteration 92Q: 3 clusters Score -2.150839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187575 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -21508382.000000 Penalty: 6028.911621
	Iteration 93Q: 3 clusters Score -2.150838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187578 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -21508384.000000 Penalty: 6028.911621
	Iteration 94Q: 3 clusters Score -2.150838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187582 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -21508386.000000 Penalty: 6028.911621
	Iteration 95Q: 3 clusters Score -2.150839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187585 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -21508388.000000 Penalty: 6028.911621
	Iteration 96Q: 3 clusters Score -2.150839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187586 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -21508384.000000 Penalty: 6028.911621
	Iteration 97Q: 3 clusters Score -2.150838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187586 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -21508380.000000 Penalty: 6028.911621
	Iteration 98Q: 3 clusters Score -2.150838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187585 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -21508382.000000 Penalty: 6028.911621
	Iteration 99Q: 3 clusters Score -2.150838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187586 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -21508392.000000 Penalty: 6028.911621
	Iteration 100F: 3 clusters Score -2.150839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187585 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -21508386.000000 Penalty: 6028.911621
	Iteration 101Q: 3 clusters Score -2.150839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187585 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -21508386.000000 Penalty: 6028.911621
	Iteration 102F: 3 clusters Score -2.150839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -52427.960938 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -52427.96 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 277 members 
Entering Unmasked Estep 
Score: -50859.410156 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -50859.41 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51067.621094 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -51067.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51185.464844 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -51185.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51265.007812 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -51265.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51330.613281 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -51330.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51393.218750 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -51393.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51452.253906 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -51452.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51503.429688 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -51503.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51529.292969 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -51529.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51586.980469 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -51586.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51688.429688 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -51688.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51771.578125 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -51771.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51810.531250 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -51810.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51849.218750 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -51849.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51894.765625 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -51894.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51919.781250 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -51919.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51941.523438 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -51941.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51975.710938 Penalty: 3131.519775
	Iteration 17Q: 3 clusters Score -51975.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52022.160156 Penalty: 3131.519775
	Iteration 18Q: 3 clusters Score -52022.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52128.105469 Penalty: 3131.519775
	Iteration 19Q: 3 clusters Score -52128.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52186.441406 Penalty: 3131.519775
	Iteration 20F: 3 clusters Score -52186.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52198.171875 Penalty: 3131.519775
	Iteration 21Q: 3 clusters Score -52198.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52198.171875 Penalty: 3131.519775
	Iteration 22F: 3 clusters Score -52198.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41182 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62643 members 
Mstep: Class 18 contains 238179 members 
Mstep: Class 19 contains 190054 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762488.000000 Penalty: 66254.992188
Iteration 399Q: 21 clusters Score -7.076249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41182 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62642 members 
Mstep: Class 18 contains 238180 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762488.000000 Penalty: 66254.992188
Iteration 400F: 21 clusters Score -7.076249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41182 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62642 members 
Mstep: Class 18 contains 238181 members 
Mstep: Class 19 contains 190052 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 401Q: 21 clusters Score -7.07625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62642 members 
Mstep: Class 18 contains 238182 members 
Mstep: Class 19 contains 190051 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 402Q: 21 clusters Score -7.07625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62642 members 
Mstep: Class 18 contains 238180 members 
Mstep: Class 19 contains 190052 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762528.000000 Penalty: 66254.992188
Iteration 403Q: 21 clusters Score -7.076253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62640 members 
Mstep: Class 18 contains 238181 members 
Mstep: Class 19 contains 190051 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762528.000000 Penalty: 66254.992188
Iteration 404Q: 21 clusters Score -7.076253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62638 members 
Mstep: Class 18 contains 238180 members 
Mstep: Class 19 contains 190050 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762472.000000 Penalty: 66254.992188
Iteration 405Q: 21 clusters Score -7.076247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62636 members 
Mstep: Class 18 contains 238182 members 
Mstep: Class 19 contains 190049 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 406Q: 21 clusters Score -7.07625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62634 members 
Mstep: Class 18 contains 238182 members 
Mstep: Class 19 contains 190050 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 407Q: 21 clusters Score -7.07625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62632 members 
Mstep: Class 18 contains 238182 members 
Mstep: Class 19 contains 190051 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762488.000000 Penalty: 66254.992188
Iteration 408Q: 21 clusters Score -7.076249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62632 members 
Mstep: Class 18 contains 238182 members 
Mstep: Class 19 contains 190050 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 409Q: 21 clusters Score -7.07625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18090 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62631 members 
Mstep: Class 18 contains 238179 members 
Mstep: Class 19 contains 190052 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762512.000000 Penalty: 66254.992188
Iteration 410Q: 21 clusters Score -7.076251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62627 members 
Mstep: Class 18 contains 238177 members 
Mstep: Class 19 contains 190051 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762504.000000 Penalty: 66254.992188
Iteration 411Q: 21 clusters Score -7.07625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62626 members 
Mstep: Class 18 contains 238177 members 
Mstep: Class 19 contains 190050 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762544.000000 Penalty: 66254.992188
Iteration 412Q: 21 clusters Score -7.076254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62624 members 
Mstep: Class 18 contains 238177 members 
Mstep: Class 19 contains 190051 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762512.000000 Penalty: 66254.992188
Iteration 413Q: 21 clusters Score -7.076251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62620 members 
Mstep: Class 18 contains 238178 members 
Mstep: Class 19 contains 190052 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762512.000000 Penalty: 66254.992188
Iteration 414Q: 21 clusters Score -7.076251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62617 members 
Mstep: Class 18 contains 238177 members 
Mstep: Class 19 contains 190053 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762496.000000 Penalty: 66254.992188
Iteration 415Q: 21 clusters Score -7.07625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62614 members 
Mstep: Class 18 contains 238174 members 
Mstep: Class 19 contains 190057 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762560.000000 Penalty: 66254.992188
Iteration 416Q: 21 clusters Score -7.076256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41181 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62614 members 
Mstep: Class 18 contains 238169 members 
Mstep: Class 19 contains 190061 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762552.000000 Penalty: 66254.992188
Iteration 417Q: 21 clusters Score -7.076255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41180 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62614 members 
Mstep: Class 18 contains 238166 members 
Mstep: Class 19 contains 190064 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762584.000000 Penalty: 66254.992188
Iteration 418Q: 21 clusters Score -7.076258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41179 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 62613 members 
Mstep: Class 18 contains 238163 members 
Mstep: Class 19 contains 190067 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762592.000000 Penalty: 66254.992188
Iteration 419Q: 21 clusters Score -7.076259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41177 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 62613 members 
Mstep: Class 18 contains 238164 members 
Mstep: Class 19 contains 190067 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762584.000000 Penalty: 66254.992188
Iteration 420F: 21 clusters Score -7.076258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41177 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 2994 members 
Mstep: Class 17 contains 62613 members 
Mstep: Class 18 contains 238161 members 
Mstep: Class 19 contains 190068 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762576.000000 Penalty: 66254.992188
Iteration 421Q: 21 clusters Score -7.076258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41177 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 62613 members 
Mstep: Class 18 contains 238156 members 
Mstep: Class 19 contains 190072 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762552.000000 Penalty: 66254.992188
Iteration 422Q: 21 clusters Score -7.076255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41177 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 62613 members 
Mstep: Class 18 contains 238155 members 
Mstep: Class 19 contains 190073 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762568.000000 Penalty: 66254.992188
Iteration 423Q: 21 clusters Score -7.076257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41177 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 62613 members 
Mstep: Class 18 contains 238157 members 
Mstep: Class 19 contains 190071 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762584.000000 Penalty: 66254.992188
Iteration 424Q: 21 clusters Score -7.076258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41177 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 62613 members 
Mstep: Class 18 contains 238157 members 
Mstep: Class 19 contains 190071 members 
Mstep: Class 20 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762584.000000 Penalty: 66254.992188
Iteration 425F: 21 clusters Score -7.076258e+07 nChanged 0
Entering ConstructFrom: 
Score: -70762584.000000 Penalty: 66254.992188
Entering ConstructFrom: 
Trying to split cluster 1 (28215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Entering Unmasked Estep 
Score: -3260077.500000 Penalty: 2541.406982
	Iteration 0F: 2 clusters Score -3260078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3240782.750000 Penalty: 5082.813965
	Iteration 0F: 3 clusters Score -3240783 nChanged 12583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3247439.250000 Penalty: 5082.813965
	Iteration 1F: 3 clusters Score -3247439 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3247771.750000 Penalty: 5082.813965
	Iteration 2Q: 3 clusters Score -3247772 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3248006.000000 Penalty: 5082.813965
	Iteration 3Q: 3 clusters Score -3248006 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3248250.000000 Penalty: 5082.813965
	Iteration 4Q: 3 clusters Score -3248250 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3248493.000000 Penalty: 5082.813965
	Iteration 5Q: 3 clusters Score -3248493 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3248740.750000 Penalty: 5082.813965
	Iteration 6Q: 3 clusters Score -3248741 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3249046.750000 Penalty: 5082.813965
	Iteration 7Q: 3 clusters Score -3249047 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3249432.750000 Penalty: 5082.813965
	Iteration 8Q: 3 clusters Score -3249433 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3249944.250000 Penalty: 5082.813965
	Iteration 9Q: 3 clusters Score -3249944 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3250707.750000 Penalty: 5082.813965
	Iteration 10Q: 3 clusters Score -3250708 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3251842.250000 Penalty: 5082.813965
	Iteration 11F: 3 clusters Score -3251842 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3253232.750000 Penalty: 5082.813965
	Iteration 12F: 3 clusters Score -3253233 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3254629.250000 Penalty: 5082.813965
	Iteration 13F: 3 clusters Score -3254629 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3255847.250000 Penalty: 5082.813965
	Iteration 14Q: 3 clusters Score -3255847 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3256651.000000 Penalty: 5082.813965
	Iteration 15Q: 3 clusters Score -3256651 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3257175.000000 Penalty: 5082.813965
	Iteration 16Q: 3 clusters Score -3257175 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3257471.500000 Penalty: 5082.813965
	Iteration 17Q: 3 clusters Score -3257472 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -3257638.000000 Penalty: 5082.813965
	Iteration 18Q: 3 clusters Score -3257638 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3257711.250000 Penalty: 5082.813965
	Iteration 19Q: 3 clusters Score -3257711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3257752.500000 Penalty: 5082.813965
	Iteration 20F: 3 clusters Score -3257752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -3257797.250000 Penalty: 5082.813965
	Iteration 21Q: 3 clusters Score -3257797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3257810.750000 Penalty: 5082.813965
	Iteration 22Q: 3 clusters Score -3257811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3257828.750000 Penalty: 5082.813965
	Iteration 23Q: 3 clusters Score -3257829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3257834.250000 Penalty: 5082.813965
	Iteration 24Q: 3 clusters Score -3257834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3257843.000000 Penalty: 5082.813965
	Iteration 25Q: 3 clusters Score -3257843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -3257849.000000 Penalty: 5082.813965
	Iteration 26Q: 3 clusters Score -3257849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3257854.000000 Penalty: 5082.813965
	Iteration 27Q: 3 clusters Score -3257854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3257857.000000 Penalty: 5082.813965
	Iteration 28Q: 3 clusters Score -3257857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3257858.500000 Penalty: 5082.813965
	Iteration 29Q: 3 clusters Score -3257858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -3257860.000000 Penalty: 5082.813965
	Iteration 30Q: 3 clusters Score -3257860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3257861.500000 Penalty: 5082.813965
	Iteration 31Q: 3 clusters Score -3257862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3257861.500000 Penalty: 5082.813965
	Iteration 32F: 3 clusters Score -3257862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -92491.085938 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -92491.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90656.796875 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -90656.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90885.992188 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -90885.99 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -90966.460938 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -90966.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91009.890625 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -91009.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91037.906250 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -91037.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91058.585938 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -91058.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -91074.742188 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -91074.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -91080.148438 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -91080.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -91082.765625 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -91082.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -91084.148438 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -91084.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91086.367188 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -91086.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91088.765625 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -91088.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -91089.734375 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -91089.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -91089.734375 Penalty: 3325.996826
	Iteration 13F: 3 clusters Score -91089.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Entering Unmasked Estep 
Score: -4618636.500000 Penalty: 2635.157471
	Iteration 0F: 2 clusters Score -4618636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4590732.500000 Penalty: 5270.314941
	Iteration 0F: 3 clusters Score -4590732 nChanged 18820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4601620.000000 Penalty: 5270.314941
	Iteration 1F: 3 clusters Score -4601620 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -4602282.000000 Penalty: 5270.314941
	Iteration 2Q: 3 clusters Score -4602282 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -4603041.000000 Penalty: 5270.314941
	Iteration 3Q: 3 clusters Score -4603041 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4603910.500000 Penalty: 5270.314941
	Iteration 4F: 3 clusters Score -4603910 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -4605100.000000 Penalty: 5270.314941
	Iteration 5F: 3 clusters Score -4605100 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -4606675.000000 Penalty: 5270.314941
	Iteration 6F: 3 clusters Score -4606675 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -4608509.500000 Penalty: 5270.314941
	Iteration 7F: 3 clusters Score -4608510 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -4610488.500000 Penalty: 5270.314941
	Iteration 8F: 3 clusters Score -4610488 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -4612232.500000 Penalty: 5270.314941
	Iteration 9F: 3 clusters Score -4612232 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -4613725.500000 Penalty: 5270.314941
	Iteration 10Q: 3 clusters Score -4613726 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4615139.000000 Penalty: 5270.314941
	Iteration 11Q: 3 clusters Score -4615139 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4616361.000000 Penalty: 5270.314941
	Iteration 12Q: 3 clusters Score -4616361 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4617383.000000 Penalty: 5270.314941
	Iteration 13Q: 3 clusters Score -4617383 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4618026.500000 Penalty: 5270.314941
	Iteration 14Q: 3 clusters Score -4618026 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4618309.000000 Penalty: 5270.314941
	Iteration 15Q: 3 clusters Score -4618309 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4618405.500000 Penalty: 5270.314941
	Iteration 16Q: 3 clusters Score -4618406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4618471.500000 Penalty: 5270.314941
	Iteration 17Q: 3 clusters Score -4618472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4618498.500000 Penalty: 5270.314941
	Iteration 18Q: 3 clusters Score -4618498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4618520.000000 Penalty: 5270.314941
	Iteration 19Q: 3 clusters Score -4618520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4618529.500000 Penalty: 5270.314941
	Iteration 20F: 3 clusters Score -4618530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4618545.500000 Penalty: 5270.314941
	Iteration 21Q: 3 clusters Score -4618546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4618545.000000 Penalty: 5270.314941
	Iteration 22Q: 3 clusters Score -4618545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4618546.000000 Penalty: 5270.314941
	Iteration 23Q: 3 clusters Score -4618546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4618551.000000 Penalty: 5270.314941
	Iteration 24Q: 3 clusters Score -4618551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4618547.500000 Penalty: 5270.314941
	Iteration 25Q: 3 clusters Score -4618548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4618550.500000 Penalty: 5270.314941
	Iteration 26Q: 3 clusters Score -4618550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4618551.000000 Penalty: 5270.314941
	Iteration 27Q: 3 clusters Score -4618551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4618552.000000 Penalty: 5270.314941
	Iteration 28Q: 3 clusters Score -4618552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4618554.500000 Penalty: 5270.314941
	Iteration 29Q: 3 clusters Score -4618554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4618557.500000 Penalty: 5270.314941
	Iteration 30Q: 3 clusters Score -4618558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4618557.500000 Penalty: 5270.314941
	Iteration 31F: 3 clusters Score -4618558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Entering Unmasked Estep 
Score: -353542.656250 Penalty: 2008.764893
	Iteration 0F: 2 clusters Score -353542.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -350109.593750 Penalty: 4017.529785
	Iteration 0F: 3 clusters Score -350109.6 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -350777.968750 Penalty: 4017.529785
	Iteration 1F: 3 clusters Score -350778 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -350934.375000 Penalty: 4017.529785
	Iteration 2F: 3 clusters Score -350934.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -351034.656250 Penalty: 4017.529785
	Iteration 3Q: 3 clusters Score -351034.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -351095.718750 Penalty: 4017.529785
	Iteration 4Q: 3 clusters Score -351095.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -351137.375000 Penalty: 4017.529785
	Iteration 5Q: 3 clusters Score -351137.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -351172.000000 Penalty: 4017.529785
	Iteration 6Q: 3 clusters Score -351172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -351207.250000 Penalty: 4017.529785
	Iteration 7Q: 3 clusters Score -351207.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -351231.437500 Penalty: 4017.529785
	Iteration 8Q: 3 clusters Score -351231.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -351246.875000 Penalty: 4017.529785
	Iteration 9Q: 3 clusters Score -351246.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -351258.937500 Penalty: 4017.529785
	Iteration 10Q: 3 clusters Score -351258.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -351265.781250 Penalty: 4017.529785
	Iteration 11Q: 3 clusters Score -351265.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -351272.093750 Penalty: 4017.529785
	Iteration 12Q: 3 clusters Score -351272.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -351276.531250 Penalty: 4017.529785
	Iteration 13Q: 3 clusters Score -351276.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -351281.343750 Penalty: 4017.529785
	Iteration 14Q: 3 clusters Score -351281.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -351284.718750 Penalty: 4017.529785
	Iteration 15Q: 3 clusters Score -351284.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -351291.437500 Penalty: 4017.529785
	Iteration 16Q: 3 clusters Score -351291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -351295.906250 Penalty: 4017.529785
	Iteration 17Q: 3 clusters Score -351295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -351298.531250 Penalty: 4017.529785
	Iteration 18Q: 3 clusters Score -351298.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -351300.343750 Penalty: 4017.529785
	Iteration 19Q: 3 clusters Score -351300.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -351300.968750 Penalty: 4017.529785
	Iteration 20F: 3 clusters Score -351301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -351302.593750 Penalty: 4017.529785
	Iteration 21Q: 3 clusters Score -351302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -351302.687500 Penalty: 4017.529785
	Iteration 22Q: 3 clusters Score -351302.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -351303.343750 Penalty: 4017.529785
	Iteration 23Q: 3 clusters Score -351303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -351303.437500 Penalty: 4017.529785
	Iteration 24Q: 3 clusters Score -351303.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -351303.437500 Penalty: 4017.529785
	Iteration 25F: 3 clusters Score -351303.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72620.726562 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72620.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70964.421875 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -70964.42 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71125.953125 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71125.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71175.281250 Penalty: 3215.621338
	Iteration 2Q: 3 clusters Score -71175.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71197.921875 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71197.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71211.140625 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71211.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71220.234375 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71220.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71222.906250 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71222.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71222.906250 Penalty: 3215.621338
	Iteration 7F: 3 clusters Score -71222.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -95356.429688 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -95356.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -93528.898438 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -93528.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -93813.093750 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -93813.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -93945.445312 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -93945.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -94001.656250 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -94001.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -94041.726562 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -94041.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -94069.859375 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -94069.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -94092.187500 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -94092.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -94113.679688 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -94113.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94127.648438 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -94127.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -94137.867188 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -94137.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -94144.570312 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -94144.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -94147.335938 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -94147.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -94150.500000 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -94150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -94151.539062 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -94151.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -94152.531250 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -94152.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -94152.531250 Penalty: 3352.590576
	Iteration 15F: 3 clusters Score -94152.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -97647.234375 Penalty: 1696.455566
	Iteration 0F: 2 clusters Score -97647.23 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 484 members 
Entering Unmasked Estep 
Score: -95829.953125 Penalty: 3392.911133
	Iteration 0F: 3 clusters Score -95829.95 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -96250.765625 Penalty: 3392.911133
	Iteration 1F: 3 clusters Score -96250.77 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -96512.257812 Penalty: 3392.911133
	Iteration 2F: 3 clusters Score -96512.26 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96770.054688 Penalty: 3392.911133
	Iteration 3F: 3 clusters Score -96770.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -97038.375000 Penalty: 3392.911133
	Iteration 4F: 3 clusters Score -97038.38 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -97263.265625 Penalty: 3392.911133
	Iteration 5F: 3 clusters Score -97263.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -97519.656250 Penalty: 3392.911133
	Iteration 6F: 3 clusters Score -97519.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -97658.882812 Penalty: 3392.911133
	Iteration 7Q: 3 clusters Score -97658.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -97702.546875 Penalty: 3392.911133
	Iteration 8Q: 3 clusters Score -97702.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -97719.421875 Penalty: 3392.911133
	Iteration 9Q: 3 clusters Score -97719.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -97733.437500 Penalty: 3392.911133
	Iteration 10Q: 3 clusters Score -97733.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -97739.484375 Penalty: 3392.911133
	Iteration 11Q: 3 clusters Score -97739.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -97742.148438 Penalty: 3392.911133
	Iteration 12Q: 3 clusters Score -97742.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -97742.148438 Penalty: 3392.911133
	Iteration 13F: 3 clusters Score -97742.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 41177 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 62613 members 
Mstep: Class 18 contains 238157 members 
Mstep: Class 19 contains 190071 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 508 members 
Entering Unmasked Estep 
Score: -70761064.000000 Penalty: 69567.734375
Splitting cluster 7 changes total score from -70762584.000000 to -70761064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -130880.515625 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -130880.5 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 598 members 
Entering Unmasked Estep 
Score: -128780.945312 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -128780.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -129086.773438 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -129086.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -129175.476562 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -129175.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -129209.289062 Penalty: 3504.967529
	Iteration 3Q: 3 clusters Score -129209.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -129237.664062 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -129237.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -129252.968750 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -129253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129259.265625 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -129259.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -129266.156250 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -129266.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129272.820312 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -129272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129273.492188 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -129273.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -129276.515625 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -129276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -129278.804688 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -129278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129282.539062 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -129282.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129283.429688 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -129283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -129283.789062 Penalty: 3504.967529
	Iteration 14Q: 3 clusters Score -129283.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129285.117188 Penalty: 3504.967529
	Iteration 15Q: 3 clusters Score -129285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -129285.757812 Penalty: 3504.967529
	Iteration 16Q: 3 clusters Score -129285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -129285.757812 Penalty: 3504.967529
	Iteration 17F: 3 clusters Score -129285.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -75786.796875 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -75786.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74042.578125 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -74042.58 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74308.726562 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -74308.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74451.023438 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -74451.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -74553.921875 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -74553.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -74653.234375 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -74653.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -74748.742188 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -74748.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -74824.953125 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -74824.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -74862.726562 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -74862.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -74910.101562 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -74910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -74942.390625 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -74942.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -74996.531250 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -74996.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75014.992188 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -75014.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75020.437500 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -75020.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75023.781250 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -75023.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75025.421875 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -75025.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75025.421875 Penalty: 3299.179688
	Iteration 15F: 3 clusters Score -75025.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -70977.781250 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -70977.78 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 358 members 
Entering Unmasked Estep 
Score: -69283.007812 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -69283.01 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69678.125000 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -69678.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -69943.828125 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -69943.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -70051.359375 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -70051.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70103.757812 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -70103.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -70147.062500 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -70147.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -70177.882812 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -70177.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70200.882812 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -70200.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -70222.125000 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -70222.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -70228.554688 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -70228.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -70238.390625 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -70238.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -70245.500000 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -70245.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -70273.367188 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -70273.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -70297.445312 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -70297.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -70300.703125 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -70300.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -70300.703125 Penalty: 3270.829102
	Iteration 15F: 3 clusters Score -70300.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Entering Unmasked Estep 
Score: -1883511.500000 Penalty: 2404.417725
	Iteration 0F: 2 clusters Score -1883512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1871930.500000 Penalty: 4808.835449
	Iteration 0F: 3 clusters Score -1871930 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1875449.625000 Penalty: 4808.835449
	Iteration 1F: 3 clusters Score -1875450 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1875746.125000 Penalty: 4808.835449
	Iteration 2F: 3 clusters Score -1875746 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1876015.500000 Penalty: 4808.835449
	Iteration 3Q: 3 clusters Score -1876016 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1876245.500000 Penalty: 4808.835449
	Iteration 4Q: 3 clusters Score -1876246 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1876487.000000 Penalty: 4808.835449
	Iteration 5Q: 3 clusters Score -1876487 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1876757.875000 Penalty: 4808.835449
	Iteration 6Q: 3 clusters Score -1876758 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1877112.375000 Penalty: 4808.835449
	Iteration 7Q: 3 clusters Score -1877112 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1877592.750000 Penalty: 4808.835449
	Iteration 8Q: 3 clusters Score -1877593 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1878172.875000 Penalty: 4808.835449
	Iteration 9F: 3 clusters Score -1878173 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1878856.625000 Penalty: 4808.835449
	Iteration 10F: 3 clusters Score -1878857 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1879573.250000 Penalty: 4808.835449
	Iteration 11F: 3 clusters Score -1879573 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1880236.250000 Penalty: 4808.835449
	Iteration 12Q: 3 clusters Score -1880236 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1880798.875000 Penalty: 4808.835449
	Iteration 13Q: 3 clusters Score -1880799 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1881212.000000 Penalty: 4808.835449
	Iteration 14Q: 3 clusters Score -1881212 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1881458.500000 Penalty: 4808.835449
	Iteration 15Q: 3 clusters Score -1881458 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1881587.250000 Penalty: 4808.835449
	Iteration 16Q: 3 clusters Score -1881587 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1881681.125000 Penalty: 4808.835449
	Iteration 17Q: 3 clusters Score -1881681 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1881743.375000 Penalty: 4808.835449
	Iteration 18Q: 3 clusters Score -1881743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1881787.000000 Penalty: 4808.835449
	Iteration 19Q: 3 clusters Score -1881787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1881804.500000 Penalty: 4808.835449
	Iteration 20F: 3 clusters Score -1881804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1881819.875000 Penalty: 4808.835449
	Iteration 21Q: 3 clusters Score -1881820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1881829.625000 Penalty: 4808.835449
	Iteration 22Q: 3 clusters Score -1881830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1881842.500000 Penalty: 4808.835449
	Iteration 23Q: 3 clusters Score -1881842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1881854.250000 Penalty: 4808.835449
	Iteration 24Q: 3 clusters Score -1881854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1881861.375000 Penalty: 4808.835449
	Iteration 25Q: 3 clusters Score -1881861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1881863.500000 Penalty: 4808.835449
	Iteration 26Q: 3 clusters Score -1881864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1881869.750000 Penalty: 4808.835449
	Iteration 27Q: 3 clusters Score -1881870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1881876.750000 Penalty: 4808.835449
	Iteration 28Q: 3 clusters Score -1881877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1881880.000000 Penalty: 4808.835449
	Iteration 29Q: 3 clusters Score -1881880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1881880.875000 Penalty: 4808.835449
	Iteration 30Q: 3 clusters Score -1881881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1881879.625000 Penalty: 4808.835449
	Iteration 31Q: 3 clusters Score -1881880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1881879.625000 Penalty: 4808.835449
	Iteration 32Q: 3 clusters Score -1881880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1881879.500000 Penalty: 4808.835449
	Iteration 33Q: 3 clusters Score -1881880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1881881.750000 Penalty: 4808.835449
	Iteration 34Q: 3 clusters Score -1881882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1881884.750000 Penalty: 4808.835449
	Iteration 35Q: 3 clusters Score -1881885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1881884.750000 Penalty: 4808.835449
	Iteration 36F: 3 clusters Score -1881885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Entering Unmasked Estep 
Score: -2096171.500000 Penalty: 2431.186279
	Iteration 0F: 2 clusters Score -2096172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2083400.250000 Penalty: 4862.372559
	Iteration 0F: 3 clusters Score -2083400 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2087568.500000 Penalty: 4862.372559
	Iteration 1F: 3 clusters Score -2087568 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2087986.375000 Penalty: 4862.372559
	Iteration 2F: 3 clusters Score -2087986 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2088356.500000 Penalty: 4862.372559
	Iteration 3Q: 3 clusters Score -2088356 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2088690.750000 Penalty: 4862.372559
	Iteration 4Q: 3 clusters Score -2088691 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2089031.625000 Penalty: 4862.372559
	Iteration 5Q: 3 clusters Score -2089032 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2089350.250000 Penalty: 4862.372559
	Iteration 6Q: 3 clusters Score -2089350 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2089636.000000 Penalty: 4862.372559
	Iteration 7Q: 3 clusters Score -2089636 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2089899.625000 Penalty: 4862.372559
	Iteration 8Q: 3 clusters Score -2089900 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2090158.625000 Penalty: 4862.372559
	Iteration 9Q: 3 clusters Score -2090159 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2090425.500000 Penalty: 4862.372559
	Iteration 10Q: 3 clusters Score -2090426 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2090754.500000 Penalty: 4862.372559
	Iteration 11Q: 3 clusters Score -2090754 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2091128.625000 Penalty: 4862.372559
	Iteration 12Q: 3 clusters Score -2091129 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2091511.875000 Penalty: 4862.372559
	Iteration 13Q: 3 clusters Score -2091512 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2091949.125000 Penalty: 4862.372559
	Iteration 14Q: 3 clusters Score -2091949 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2092392.500000 Penalty: 4862.372559
	Iteration 15Q: 3 clusters Score -2092392 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2092692.125000 Penalty: 4862.372559
	Iteration 16Q: 3 clusters Score -2092692 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2092878.000000 Penalty: 4862.372559
	Iteration 17Q: 3 clusters Score -2092878 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2092983.000000 Penalty: 4862.372559
	Iteration 18Q: 3 clusters Score -2092983 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2093040.375000 Penalty: 4862.372559
	Iteration 19Q: 3 clusters Score -2093040 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2093089.250000 Penalty: 4862.372559
	Iteration 20F: 3 clusters Score -2093089 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2093147.000000 Penalty: 4862.372559
	Iteration 21Q: 3 clusters Score -2093147 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2093194.625000 Penalty: 4862.372559
	Iteration 22Q: 3 clusters Score -2093195 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2093249.750000 Penalty: 4862.372559
	Iteration 23Q: 3 clusters Score -2093250 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2093287.875000 Penalty: 4862.372559
	Iteration 24Q: 3 clusters Score -2093288 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2093321.375000 Penalty: 4862.372559
	Iteration 25Q: 3 clusters Score -2093321 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2093362.250000 Penalty: 4862.372559
	Iteration 26Q: 3 clusters Score -2093362 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2093382.000000 Penalty: 4862.372559
	Iteration 27Q: 3 clusters Score -2093382 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2093421.000000 Penalty: 4862.372559
	Iteration 28Q: 3 clusters Score -2093421 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2093449.750000 Penalty: 4862.372559
	Iteration 29Q: 3 clusters Score -2093450 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2093480.125000 Penalty: 4862.372559
	Iteration 30Q: 3 clusters Score -2093480 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2093519.000000 Penalty: 4862.372559
	Iteration 31Q: 3 clusters Score -2093519 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2093555.000000 Penalty: 4862.372559
	Iteration 32Q: 3 clusters Score -2093555 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2093605.125000 Penalty: 4862.372559
	Iteration 33Q: 3 clusters Score -2093605 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2093660.250000 Penalty: 4862.372559
	Iteration 34Q: 3 clusters Score -2093660 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2093703.250000 Penalty: 4862.372559
	Iteration 35Q: 3 clusters Score -2093703 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2093750.500000 Penalty: 4862.372559
	Iteration 36Q: 3 clusters Score -2093750 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2093800.125000 Penalty: 4862.372559
	Iteration 37Q: 3 clusters Score -2093800 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2093832.125000 Penalty: 4862.372559
	Iteration 38Q: 3 clusters Score -2093832 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2093861.375000 Penalty: 4862.372559
	Iteration 39Q: 3 clusters Score -2093861 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2093891.500000 Penalty: 4862.372559
	Iteration 40F: 3 clusters Score -2093892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2093923.625000 Penalty: 4862.372559
	Iteration 41Q: 3 clusters Score -2093924 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2093957.250000 Penalty: 4862.372559
	Iteration 42Q: 3 clusters Score -2093957 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2093986.125000 Penalty: 4862.372559
	Iteration 43Q: 3 clusters Score -2093986 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2094008.750000 Penalty: 4862.372559
	Iteration 44Q: 3 clusters Score -2094009 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2094039.000000 Penalty: 4862.372559
	Iteration 45Q: 3 clusters Score -2094039 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2094070.000000 Penalty: 4862.372559
	Iteration 46Q: 3 clusters Score -2094070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2094090.375000 Penalty: 4862.372559
	Iteration 47Q: 3 clusters Score -2094090 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2094118.625000 Penalty: 4862.372559
	Iteration 48Q: 3 clusters Score -2094119 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2094155.625000 Penalty: 4862.372559
	Iteration 49Q: 3 clusters Score -2094156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2094193.625000 Penalty: 4862.372559
	Iteration 50Q: 3 clusters Score -2094194 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2094217.500000 Penalty: 4862.372559
	Iteration 51Q: 3 clusters Score -2094218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2094251.000000 Penalty: 4862.372559
	Iteration 52Q: 3 clusters Score -2094251 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2094290.875000 Penalty: 4862.372559
	Iteration 53Q: 3 clusters Score -2094291 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2094308.875000 Penalty: 4862.372559
	Iteration 54Q: 3 clusters Score -2094309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2094325.000000 Penalty: 4862.372559
	Iteration 55Q: 3 clusters Score -2094325 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2094350.125000 Penalty: 4862.372559
	Iteration 56Q: 3 clusters Score -2094350 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2094368.375000 Penalty: 4862.372559
	Iteration 57Q: 3 clusters Score -2094368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2094380.125000 Penalty: 4862.372559
	Iteration 58Q: 3 clusters Score -2094380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2094394.625000 Penalty: 4862.372559
	Iteration 59Q: 3 clusters Score -2094395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2094419.000000 Penalty: 4862.372559
	Iteration 60F: 3 clusters Score -2094419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2094437.500000 Penalty: 4862.372559
	Iteration 61Q: 3 clusters Score -2094438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2094453.250000 Penalty: 4862.372559
	Iteration 62Q: 3 clusters Score -2094453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2094458.250000 Penalty: 4862.372559
	Iteration 63Q: 3 clusters Score -2094458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2094468.000000 Penalty: 4862.372559
	Iteration 64Q: 3 clusters Score -2094468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2094474.750000 Penalty: 4862.372559
	Iteration 65Q: 3 clusters Score -2094475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2094476.375000 Penalty: 4862.372559
	Iteration 66Q: 3 clusters Score -2094476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2094479.625000 Penalty: 4862.372559
	Iteration 67Q: 3 clusters Score -2094480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2094485.500000 Penalty: 4862.372559
	Iteration 68Q: 3 clusters Score -2094486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2094490.375000 Penalty: 4862.372559
	Iteration 69Q: 3 clusters Score -2094490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2094491.750000 Penalty: 4862.372559
	Iteration 70Q: 3 clusters Score -2094492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2094496.125000 Penalty: 4862.372559
	Iteration 71Q: 3 clusters Score -2094496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2094498.625000 Penalty: 4862.372559
	Iteration 72Q: 3 clusters Score -2094499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2094498.375000 Penalty: 4862.372559
	Iteration 73Q: 3 clusters Score -2094498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2094497.875000 Penalty: 4862.372559
	Iteration 74Q: 3 clusters Score -2094498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2094497.875000 Penalty: 4862.372559
	Iteration 75Q: 3 clusters Score -2094498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2094501.625000 Penalty: 4862.372559
	Iteration 76Q: 3 clusters Score -2094502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2094504.625000 Penalty: 4862.372559
	Iteration 77Q: 3 clusters Score -2094505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2094511.500000 Penalty: 4862.372559
	Iteration 78Q: 3 clusters Score -2094512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2094513.125000 Penalty: 4862.372559
	Iteration 79Q: 3 clusters Score -2094513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2094517.250000 Penalty: 4862.372559
	Iteration 80F: 3 clusters Score -2094517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2094516.000000 Penalty: 4862.372559
	Iteration 81Q: 3 clusters Score -2094516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2094517.375000 Penalty: 4862.372559
	Iteration 82Q: 3 clusters Score -2094517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2094518.250000 Penalty: 4862.372559
	Iteration 83Q: 3 clusters Score -2094518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2094523.875000 Penalty: 4862.372559
	Iteration 84Q: 3 clusters Score -2094524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2094527.000000 Penalty: 4862.372559
	Iteration 85Q: 3 clusters Score -2094527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2094527.750000 Penalty: 4862.372559
	Iteration 86Q: 3 clusters Score -2094528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2094528.750000 Penalty: 4862.372559
	Iteration 87Q: 3 clusters Score -2094529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2094528.750000 Penalty: 4862.372559
	Iteration 88Q: 3 clusters Score -2094529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2094528.000000 Penalty: 4862.372559
	Iteration 89Q: 3 clusters Score -2094528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2094528.250000 Penalty: 4862.372559
	Iteration 90Q: 3 clusters Score -2094528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2094529.125000 Penalty: 4862.372559
	Iteration 91Q: 3 clusters Score -2094529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2094529.000000 Penalty: 4862.372559
	Iteration 92Q: 3 clusters Score -2094529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2094530.500000 Penalty: 4862.372559
	Iteration 93Q: 3 clusters Score -2094530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2094530.500000 Penalty: 4862.372559
	Iteration 94F: 3 clusters Score -2094530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -54934.179688 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -54934.18 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 277 members 
Entering Unmasked Estep 
Score: -53366.878906 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -53366.88 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53570.664062 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -53570.66 nChanged 23
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: -53638.726562 Penalty: 3135.992188
	Iteration 2Q: 3 clusters Score -53638.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53665.421875 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -53665.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53672.304688 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -53672.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53684.011719 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -53684.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53692.156250 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -53692.16 nChanged 3
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: -53695.179688 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -53695.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53696.187500 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -53696.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53697.496094 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -53697.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53697.496094 Penalty: 3135.992188
	Iteration 10F: 3 clusters Score -53697.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Entering Unmasked Estep 
Score: -1843674.875000 Penalty: 2399.045654
	Iteration 0F: 2 clusters Score -1843675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1832332.875000 Penalty: 4798.091309
	Iteration 0F: 3 clusters Score -1832333 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1836076.875000 Penalty: 4798.091309
	Iteration 1F: 3 clusters Score -1836077 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1836402.500000 Penalty: 4798.091309
	Iteration 2F: 3 clusters Score -1836402 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1836641.750000 Penalty: 4798.091309
	Iteration 3Q: 3 clusters Score -1836642 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1836850.250000 Penalty: 4798.091309
	Iteration 4Q: 3 clusters Score -1836850 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1837025.625000 Penalty: 4798.091309
	Iteration 5Q: 3 clusters Score -1837026 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1837258.000000 Penalty: 4798.091309
	Iteration 6Q: 3 clusters Score -1837258 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1837560.500000 Penalty: 4798.091309
	Iteration 7Q: 3 clusters Score -1837560 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1837927.875000 Penalty: 4798.091309
	Iteration 8Q: 3 clusters Score -1837928 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1838377.375000 Penalty: 4798.091309
	Iteration 9Q: 3 clusters Score -1838377 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1838915.375000 Penalty: 4798.091309
	Iteration 10F: 3 clusters Score -1838915 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1839585.375000 Penalty: 4798.091309
	Iteration 11F: 3 clusters Score -1839585 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1840221.125000 Penalty: 4798.091309
	Iteration 12Q: 3 clusters Score -1840221 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1840707.125000 Penalty: 4798.091309
	Iteration 13Q: 3 clusters Score -1840707 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1841019.375000 Penalty: 4798.091309
	Iteration 14Q: 3 clusters Score -1841019 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1841232.250000 Penalty: 4798.091309
	Iteration 15Q: 3 clusters Score -1841232 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1841342.750000 Penalty: 4798.091309
	Iteration 16Q: 3 clusters Score -1841343 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1841407.500000 Penalty: 4798.091309
	Iteration 17Q: 3 clusters Score -1841408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1841466.375000 Penalty: 4798.091309
	Iteration 18Q: 3 clusters Score -1841466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1841499.250000 Penalty: 4798.091309
	Iteration 19Q: 3 clusters Score -1841499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1841522.125000 Penalty: 4798.091309
	Iteration 20F: 3 clusters Score -1841522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1841531.500000 Penalty: 4798.091309
	Iteration 21Q: 3 clusters Score -1841532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1841546.500000 Penalty: 4798.091309
	Iteration 22Q: 3 clusters Score -1841546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1841555.125000 Penalty: 4798.091309
	Iteration 23Q: 3 clusters Score -1841555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1841557.750000 Penalty: 4798.091309
	Iteration 24Q: 3 clusters Score -1841558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1841559.250000 Penalty: 4798.091309
	Iteration 25Q: 3 clusters Score -1841559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1841561.875000 Penalty: 4798.091309
	Iteration 26Q: 3 clusters Score -1841562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1841561.875000 Penalty: 4798.091309
	Iteration 27F: 3 clusters Score -1841562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Entering Unmasked Estep 
Score: -985323.437500 Penalty: 2257.041016
	Iteration 0F: 2 clusters Score -985323.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -978316.312500 Penalty: 4514.082031
	Iteration 0F: 3 clusters Score -978316.3 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -980190.375000 Penalty: 4514.082031
	Iteration 1F: 3 clusters Score -980190.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -980527.687500 Penalty: 4514.082031
	Iteration 2F: 3 clusters Score -980527.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -980838.750000 Penalty: 4514.082031
	Iteration 3F: 3 clusters Score -980838.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -981325.437500 Penalty: 4514.082031
	Iteration 4F: 3 clusters Score -981325.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -981915.625000 Penalty: 4514.082031
	Iteration 5F: 3 clusters Score -981915.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -982574.750000 Penalty: 4514.082031
	Iteration 6F: 3 clusters Score -982574.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -983152.937500 Penalty: 4514.082031
	Iteration 7F: 3 clusters Score -983152.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -983601.437500 Penalty: 4514.082031
	Iteration 8F: 3 clusters Score -983601.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -983918.562500 Penalty: 4514.082031
	Iteration 9Q: 3 clusters Score -983918.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -984088.875000 Penalty: 4514.082031
	Iteration 10Q: 3 clusters Score -984088.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -984172.062500 Penalty: 4514.082031
	Iteration 11Q: 3 clusters Score -984172.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -984209.937500 Penalty: 4514.082031
	Iteration 12Q: 3 clusters Score -984209.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -984232.125000 Penalty: 4514.082031
	Iteration 13Q: 3 clusters Score -984232.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -984250.062500 Penalty: 4514.082031
	Iteration 14Q: 3 clusters Score -984250.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -984266.250000 Penalty: 4514.082031
	Iteration 15Q: 3 clusters Score -984266.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -984273.812500 Penalty: 4514.082031
	Iteration 16Q: 3 clusters Score -984273.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -984282.625000 Penalty: 4514.082031
	Iteration 17Q: 3 clusters Score -984282.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -984287.562500 Penalty: 4514.082031
	Iteration 18Q: 3 clusters Score -984287.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -984295.750000 Penalty: 4514.082031
	Iteration 19Q: 3 clusters Score -984295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -984300.875000 Penalty: 4514.082031
	Iteration 20F: 3 clusters Score -984300.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -984301.937500 Penalty: 4514.082031
	Iteration 21Q: 3 clusters Score -984301.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -984303.250000 Penalty: 4514.082031
	Iteration 22Q: 3 clusters Score -984303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -984303.125000 Penalty: 4514.082031
	Iteration 23Q: 3 clusters Score -984303.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -984307.625000 Penalty: 4514.082031
	Iteration 24Q: 3 clusters Score -984307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -984307.750000 Penalty: 4514.082031
	Iteration 25Q: 3 clusters Score -984307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -984309.000000 Penalty: 4514.082031
	Iteration 26Q: 3 clusters Score -984309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -984311.750000 Penalty: 4514.082031
	Iteration 27Q: 3 clusters Score -984311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -984310.312500 Penalty: 4514.082031
	Iteration 28Q: 3 clusters Score -984310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -984311.750000 Penalty: 4514.082031
	Iteration 29Q: 3 clusters Score -984311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -984310.562500 Penalty: 4514.082031
	Iteration 30Q: 3 clusters Score -984310.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -984311.750000 Penalty: 4514.082031
	Iteration 31Q: 3 clusters Score -984311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -984314.812500 Penalty: 4514.082031
	Iteration 32Q: 3 clusters Score -984314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -984315.500000 Penalty: 4514.082031
	Iteration 33Q: 3 clusters Score -984315.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -984315.312500 Penalty: 4514.082031
	Iteration 34Q: 3 clusters Score -984315.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -984316.750000 Penalty: 4514.082031
	Iteration 35Q: 3 clusters Score -984316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -984317.062500 Penalty: 4514.082031
	Iteration 36Q: 3 clusters Score -984317.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -984319.000000 Penalty: 4514.082031
	Iteration 37Q: 3 clusters Score -984319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -984319.562500 Penalty: 4514.082031
	Iteration 38Q: 3 clusters Score -984319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -984319.250000 Penalty: 4514.082031
	Iteration 39Q: 3 clusters Score -984319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -984320.250000 Penalty: 4514.082031
	Iteration 40F: 3 clusters Score -984320.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -984318.875000 Penalty: 4514.082031
	Iteration 41Q: 3 clusters Score -984318.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -984320.312500 Penalty: 4514.082031
	Iteration 42Q: 3 clusters Score -984320.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -984319.625000 Penalty: 4514.082031
	Iteration 43Q: 3 clusters Score -984319.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -984319.625000 Penalty: 4514.082031
	Iteration 44F: 3 clusters Score -984319.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Entering Unmasked Estep 
Score: -336206.406250 Penalty: 1985.165527
	Iteration 0F: 2 clusters Score -336206.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -332939.406250 Penalty: 3970.331055
	Iteration 0F: 3 clusters Score -332939.4 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -333582.375000 Penalty: 3970.331055
	Iteration 1F: 3 clusters Score -333582.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -333712.843750 Penalty: 3970.331055
	Iteration 2F: 3 clusters Score -333712.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -333791.031250 Penalty: 3970.331055
	Iteration 3Q: 3 clusters Score -333791 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -333859.750000 Penalty: 3970.331055
	Iteration 4Q: 3 clusters Score -333859.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -333903.968750 Penalty: 3970.331055
	Iteration 5Q: 3 clusters Score -333904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -333934.031250 Penalty: 3970.331055
	Iteration 6Q: 3 clusters Score -333934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -333955.437500 Penalty: 3970.331055
	Iteration 7Q: 3 clusters Score -333955.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -333973.968750 Penalty: 3970.331055
	Iteration 8Q: 3 clusters Score -333974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -333984.781250 Penalty: 3970.331055
	Iteration 9Q: 3 clusters Score -333984.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -333999.750000 Penalty: 3970.331055
	Iteration 10Q: 3 clusters Score -333999.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -334011.187500 Penalty: 3970.331055
	Iteration 11Q: 3 clusters Score -334011.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -334026.906250 Penalty: 3970.331055
	Iteration 12Q: 3 clusters Score -334026.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -334040.156250 Penalty: 3970.331055
	Iteration 13Q: 3 clusters Score -334040.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -334049.812500 Penalty: 3970.331055
	Iteration 14Q: 3 clusters Score -334049.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -334056.812500 Penalty: 3970.331055
	Iteration 15Q: 3 clusters Score -334056.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -334066.937500 Penalty: 3970.331055
	Iteration 16Q: 3 clusters Score -334066.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -334083.625000 Penalty: 3970.331055
	Iteration 17Q: 3 clusters Score -334083.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -334096.687500 Penalty: 3970.331055
	Iteration 18Q: 3 clusters Score -334096.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -334114.093750 Penalty: 3970.331055
	Iteration 19Q: 3 clusters Score -334114.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -334139.125000 Penalty: 3970.331055
	Iteration 20F: 3 clusters Score -334139.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -334153.343750 Penalty: 3970.331055
	Iteration 21Q: 3 clusters Score -334153.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -334166.718750 Penalty: 3970.331055
	Iteration 22Q: 3 clusters Score -334166.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -334177.812500 Penalty: 3970.331055
	Iteration 23Q: 3 clusters Score -334177.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -334196.187500 Penalty: 3970.331055
	Iteration 24Q: 3 clusters Score -334196.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -334215.812500 Penalty: 3970.331055
	Iteration 25Q: 3 clusters Score -334215.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -334234.093750 Penalty: 3970.331055
	Iteration 26Q: 3 clusters Score -334234.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -334247.156250 Penalty: 3970.331055
	Iteration 27Q: 3 clusters Score -334247.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -334257.031250 Penalty: 3970.331055
	Iteration 28Q: 3 clusters Score -334257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -334269.656250 Penalty: 3970.331055
	Iteration 29Q: 3 clusters Score -334269.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -334282.468750 Penalty: 3970.331055
	Iteration 30Q: 3 clusters Score -334282.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -334290.968750 Penalty: 3970.331055
	Iteration 31Q: 3 clusters Score -334291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -334301.281250 Penalty: 3970.331055
	Iteration 32Q: 3 clusters Score -334301.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -334314.281250 Penalty: 3970.331055
	Iteration 33Q: 3 clusters Score -334314.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -334325.281250 Penalty: 3970.331055
	Iteration 34Q: 3 clusters Score -334325.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -334331.593750 Penalty: 3970.331055
	Iteration 35Q: 3 clusters Score -334331.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -334336.437500 Penalty: 3970.331055
	Iteration 36Q: 3 clusters Score -334336.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -334341.312500 Penalty: 3970.331055
	Iteration 37Q: 3 clusters Score -334341.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -334346.812500 Penalty: 3970.331055
	Iteration 38Q: 3 clusters Score -334346.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -334350.625000 Penalty: 3970.331055
	Iteration 39Q: 3 clusters Score -334350.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -334357.187500 Penalty: 3970.331055
	Iteration 40F: 3 clusters Score -334357.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -334364.625000 Penalty: 3970.331055
	Iteration 41Q: 3 clusters Score -334364.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -334369.781250 Penalty: 3970.331055
	Iteration 42Q: 3 clusters Score -334369.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -334372.625000 Penalty: 3970.331055
	Iteration 43Q: 3 clusters Score -334372.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -334375.437500 Penalty: 3970.331055
	Iteration 44Q: 3 clusters Score -334375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -334378.343750 Penalty: 3970.331055
	Iteration 45Q: 3 clusters Score -334378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -334380.718750 Penalty: 3970.331055
	Iteration 46Q: 3 clusters Score -334380.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -334382.906250 Penalty: 3970.331055
	Iteration 47Q: 3 clusters Score -334382.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -334384.562500 Penalty: 3970.331055
	Iteration 48Q: 3 clusters Score -334384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -334385.750000 Penalty: 3970.331055
	Iteration 49Q: 3 clusters Score -334385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -334387.312500 Penalty: 3970.331055
	Iteration 50Q: 3 clusters Score -334387.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -334391.937500 Penalty: 3970.331055
	Iteration 51Q: 3 clusters Score -334391.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -334395.062500 Penalty: 3970.331055
	Iteration 52Q: 3 clusters Score -334395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -334395.250000 Penalty: 3970.331055
	Iteration 53Q: 3 clusters Score -334395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -334396.718750 Penalty: 3970.331055
	Iteration 54Q: 3 clusters Score -334396.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -334398.906250 Penalty: 3970.331055
	Iteration 55Q: 3 clusters Score -334398.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -334399.906250 Penalty: 3970.331055
	Iteration 56Q: 3 clusters Score -334399.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -334400.875000 Penalty: 3970.331055
	Iteration 57Q: 3 clusters Score -334400.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -334401.031250 Penalty: 3970.331055
	Iteration 58Q: 3 clusters Score -334401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -334401.375000 Penalty: 3970.331055
	Iteration 59Q: 3 clusters Score -334401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -334401.375000 Penalty: 3970.331055
	Iteration 60F: 3 clusters Score -334401.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Entering Unmasked Estep 
Score: -7128613.000000 Penalty: 2739.092529
	Iteration 0F: 2 clusters Score -7128613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -7086769.500000 Penalty: 5478.185059
	Iteration 0F: 3 clusters Score -7086770 nChanged 28974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -7102970.500000 Penalty: 5478.185059
	Iteration 1F: 3 clusters Score -7102970 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -7103473.000000 Penalty: 5478.185059
	Iteration 2Q: 3 clusters Score -7103473 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -7103983.500000 Penalty: 5478.185059
	Iteration 3Q: 3 clusters Score -7103984 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -7104516.000000 Penalty: 5478.185059
	Iteration 4Q: 3 clusters Score -7104516 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -7105144.500000 Penalty: 5478.185059
	Iteration 5Q: 3 clusters Score -7105144 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -7105917.000000 Penalty: 5478.185059
	Iteration 6Q: 3 clusters Score -7105917 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -7106912.000000 Penalty: 5478.185059
	Iteration 7Q: 3 clusters Score -7106912 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -7108142.000000 Penalty: 5478.185059
	Iteration 8Q: 3 clusters Score -7108142 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -7109926.500000 Penalty: 5478.185059
	Iteration 9Q: 3 clusters Score -7109926 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -7112232.000000 Penalty: 5478.185059
	Iteration 10F: 3 clusters Score -7112232 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -7114492.000000 Penalty: 5478.185059
	Iteration 11F: 3 clusters Score -7114492 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -7116110.500000 Penalty: 5478.185059
	Iteration 12Q: 3 clusters Score -7116110 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -7116966.000000 Penalty: 5478.185059
	Iteration 13Q: 3 clusters Score -7116966 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -7117419.500000 Penalty: 5478.185059
	Iteration 14Q: 3 clusters Score -7117420 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -7117728.500000 Penalty: 5478.185059
	Iteration 15Q: 3 clusters Score -7117728 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -7118011.500000 Penalty: 5478.185059
	Iteration 16Q: 3 clusters Score -7118012 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -7118278.000000 Penalty: 5478.185059
	Iteration 17Q: 3 clusters Score -7118278 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -7118630.000000 Penalty: 5478.185059
	Iteration 18Q: 3 clusters Score -7118630 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -7119003.500000 Penalty: 5478.185059
	Iteration 19Q: 3 clusters Score -7119004 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -7119377.000000 Penalty: 5478.185059
	Iteration 20F: 3 clusters Score -7119377 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -7119755.000000 Penalty: 5478.185059
	Iteration 21Q: 3 clusters Score -7119755 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -7120212.500000 Penalty: 5478.185059
	Iteration 22Q: 3 clusters Score -7120212 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -7120757.500000 Penalty: 5478.185059
	Iteration 23Q: 3 clusters Score -7120758 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -7121305.500000 Penalty: 5478.185059
	Iteration 24Q: 3 clusters Score -7121306 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -7121933.500000 Penalty: 5478.185059
	Iteration 25Q: 3 clusters Score -7121934 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -7122626.000000 Penalty: 5478.185059
	Iteration 26Q: 3 clusters Score -7122626 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -7123237.000000 Penalty: 5478.185059
	Iteration 27Q: 3 clusters Score -7123237 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -7123814.500000 Penalty: 5478.185059
	Iteration 28Q: 3 clusters Score -7123814 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -7124363.000000 Penalty: 5478.185059
	Iteration 29Q: 3 clusters Score -7124363 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -7124871.000000 Penalty: 5478.185059
	Iteration 30Q: 3 clusters Score -7124871 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -7125260.500000 Penalty: 5478.185059
	Iteration 31Q: 3 clusters Score -7125260 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -7125532.500000 Penalty: 5478.185059
	Iteration 32Q: 3 clusters Score -7125532 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -7125702.000000 Penalty: 5478.185059
	Iteration 33Q: 3 clusters Score -7125702 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -7125843.000000 Penalty: 5478.185059
	Iteration 34Q: 3 clusters Score -7125843 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -7125940.000000 Penalty: 5478.185059
	Iteration 35Q: 3 clusters Score -7125940 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -7126009.000000 Penalty: 5478.185059
	Iteration 36Q: 3 clusters Score -7126009 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -7126101.000000 Penalty: 5478.185059
	Iteration 37Q: 3 clusters Score -7126101 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -7126140.000000 Penalty: 5478.185059
	Iteration 38Q: 3 clusters Score -7126140 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -7126198.500000 Penalty: 5478.185059
	Iteration 39Q: 3 clusters Score -7126198 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -7126224.000000 Penalty: 5478.185059
	Iteration 40F: 3 clusters Score -7126224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -7126246.500000 Penalty: 5478.185059
	Iteration 41Q: 3 clusters Score -7126246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -7126265.500000 Penalty: 5478.185059
	Iteration 42Q: 3 clusters Score -7126266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -7126282.500000 Penalty: 5478.185059
	Iteration 43Q: 3 clusters Score -7126282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -7126301.000000 Penalty: 5478.185059
	Iteration 44Q: 3 clusters Score -7126301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -7126313.000000 Penalty: 5478.185059
	Iteration 45Q: 3 clusters Score -7126313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 61434 members 
Entering Unmasked Estep 
Score: -7126320.000000 Penalty: 5478.185059
	Iteration 46Q: 3 clusters Score -7126320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -7126331.000000 Penalty: 5478.185059
	Iteration 47Q: 3 clusters Score -7126331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -7126340.500000 Penalty: 5478.185059
	Iteration 48Q: 3 clusters Score -7126340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -7126348.500000 Penalty: 5478.185059
	Iteration 49Q: 3 clusters Score -7126348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -7126349.500000 Penalty: 5478.185059
	Iteration 50Q: 3 clusters Score -7126350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -7126354.500000 Penalty: 5478.185059
	Iteration 51Q: 3 clusters Score -7126354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -7126362.000000 Penalty: 5478.185059
	Iteration 52Q: 3 clusters Score -7126362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 61510 members 
Entering Unmasked Estep 
Score: -7126358.000000 Penalty: 5478.185059
	Iteration 53Q: 3 clusters Score -7126358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -7126366.500000 Penalty: 5478.185059
	Iteration 54Q: 3 clusters Score -7126366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -7126370.500000 Penalty: 5478.185059
	Iteration 55Q: 3 clusters Score -7126370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
Score: -7126370.000000 Penalty: 5478.185059
	Iteration 56Q: 3 clusters Score -7126370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -7126378.000000 Penalty: 5478.185059
	Iteration 57Q: 3 clusters Score -7126378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -7126374.000000 Penalty: 5478.185059
	Iteration 58Q: 3 clusters Score -7126374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -7126371.500000 Penalty: 5478.185059
	Iteration 59Q: 3 clusters Score -7126372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 61546 members 
Entering Unmasked Estep 
Score: -7126374.000000 Penalty: 5478.185059
	Iteration 60F: 3 clusters Score -7126374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -7126380.000000 Penalty: 5478.185059
	Iteration 61Q: 3 clusters Score -7126380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -7126388.000000 Penalty: 5478.185059
	Iteration 62Q: 3 clusters Score -7126388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -7126388.000000 Penalty: 5478.185059
	Iteration 63F: 3 clusters Score -7126388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (238157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238157 members 
Entering Unmasked Estep 
Score: -27132376.000000 Penalty: 3070.410156
	Iteration 0F: 2 clusters Score -2.713238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118978 members 
Mstep: Class 2 contains 119179 members 
Entering Unmasked Estep 
Score: -26978150.000000 Penalty: 6140.820312
	Iteration 0F: 3 clusters Score -2.697815e+07 nChanged 114955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118563 members 
Mstep: Class 2 contains 119594 members 
Entering Unmasked Estep 
Score: -27045496.000000 Penalty: 6140.820312
	Iteration 1F: 3 clusters Score -2.70455e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117887 members 
Mstep: Class 2 contains 120270 members 
Entering Unmasked Estep 
Score: -27046194.000000 Penalty: 6140.820312
	Iteration 2Q: 3 clusters Score -2.704619e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116798 members 
Mstep: Class 2 contains 121359 members 
Entering Unmasked Estep 
Score: -27047164.000000 Penalty: 6140.820312
	Iteration 3Q: 3 clusters Score -2.704716e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115077 members 
Mstep: Class 2 contains 123080 members 
Entering Unmasked Estep 
Score: -27048490.000000 Penalty: 6140.820312
	Iteration 4Q: 3 clusters Score -2.704849e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112380 members 
Mstep: Class 2 contains 125777 members 
Entering Unmasked Estep 
Score: -27050064.000000 Penalty: 6140.820312
	Iteration 5Q: 3 clusters Score -2.705006e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108298 members 
Mstep: Class 2 contains 129859 members 
Entering Unmasked Estep 
Score: -27052002.000000 Penalty: 6140.820312
	Iteration 6Q: 3 clusters Score -2.7052e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102337 members 
Mstep: Class 2 contains 135820 members 
Entering Unmasked Estep 
Score: -27054702.000000 Penalty: 6140.820312
	Iteration 7Q: 3 clusters Score -2.70547e+07 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 144255 members 
Entering Unmasked Estep 
Score: -27059030.000000 Penalty: 6140.820312
	Iteration 8Q: 3 clusters Score -2.705903e+07 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 155445 members 
Entering Unmasked Estep 
Score: -27065530.000000 Penalty: 6140.820312
	Iteration 9F: 3 clusters Score -2.706553e+07 nChanged 14713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 169354 members 
Entering Unmasked Estep 
Score: -27074962.000000 Penalty: 6140.820312
	Iteration 10F: 3 clusters Score -2.707496e+07 nChanged 16150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 185058 members 
Entering Unmasked Estep 
Score: -27087320.000000 Penalty: 6140.820312
	Iteration 11F: 3 clusters Score -2.708732e+07 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 200350 members 
Entering Unmasked Estep 
Score: -27100034.000000 Penalty: 6140.820312
	Iteration 12F: 3 clusters Score -2.710003e+07 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 212587 members 
Entering Unmasked Estep 
Score: -27110028.000000 Penalty: 6140.820312
	Iteration 13F: 3 clusters Score -2.711003e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 220928 members 
Entering Unmasked Estep 
Score: -27116710.000000 Penalty: 6140.820312
	Iteration 14Q: 3 clusters Score -2.711671e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 226515 members 
Entering Unmasked Estep 
Score: -27121012.000000 Penalty: 6140.820312
	Iteration 15Q: 3 clusters Score -2.712101e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 230211 members 
Entering Unmasked Estep 
Score: -27124076.000000 Penalty: 6140.820312
	Iteration 16Q: 3 clusters Score -2.712408e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 232663 members 
Entering Unmasked Estep 
Score: -27125984.000000 Penalty: 6140.820312
	Iteration 17Q: 3 clusters Score -2.712598e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 234383 members 
Entering Unmasked Estep 
Score: -27127320.000000 Penalty: 6140.820312
	Iteration 18Q: 3 clusters Score -2.712732e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 235510 members 
Entering Unmasked Estep 
Score: -27128162.000000 Penalty: 6140.820312
	Iteration 19Q: 3 clusters Score -2.712816e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 236249 members 
Entering Unmasked Estep 
Score: -27128750.000000 Penalty: 6140.820312
	Iteration 20F: 3 clusters Score -2.712875e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 236742 members 
Entering Unmasked Estep 
Score: -27129232.000000 Penalty: 6140.820312
	Iteration 21Q: 3 clusters Score -2.712923e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 237062 members 
Entering Unmasked Estep 
Score: -27129466.000000 Penalty: 6140.820312
	Iteration 22Q: 3 clusters Score -2.712947e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 237260 members 
Entering Unmasked Estep 
Score: -27129606.000000 Penalty: 6140.820312
	Iteration 23Q: 3 clusters Score -2.712961e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 237367 members 
Entering Unmasked Estep 
Score: -27129726.000000 Penalty: 6140.820312
	Iteration 24Q: 3 clusters Score -2.712973e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 237431 members 
Entering Unmasked Estep 
Score: -27129782.000000 Penalty: 6140.820312
	Iteration 25Q: 3 clusters Score -2.712978e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 237472 members 
Entering Unmasked Estep 
Score: -27129836.000000 Penalty: 6140.820312
	Iteration 26Q: 3 clusters Score -2.712984e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 237501 members 
Entering Unmasked Estep 
Score: -27129902.000000 Penalty: 6140.820312
	Iteration 27Q: 3 clusters Score -2.71299e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 237520 members 
Entering Unmasked Estep 
Score: -27129888.000000 Penalty: 6140.820312
	Iteration 28Q: 3 clusters Score -2.712989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 237531 members 
Entering Unmasked Estep 
Score: -27129926.000000 Penalty: 6140.820312
	Iteration 29Q: 3 clusters Score -2.712993e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 237548 members 
Entering Unmasked Estep 
Score: -27129940.000000 Penalty: 6140.820312
	Iteration 30Q: 3 clusters Score -2.712994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 237562 members 
Entering Unmasked Estep 
Score: -27129956.000000 Penalty: 6140.820312
	Iteration 31Q: 3 clusters Score -2.712996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 237570 members 
Entering Unmasked Estep 
Score: -27129960.000000 Penalty: 6140.820312
	Iteration 32Q: 3 clusters Score -2.712996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 237573 members 
Entering Unmasked Estep 
Score: -27129960.000000 Penalty: 6140.820312
	Iteration 33Q: 3 clusters Score -2.712996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 237574 members 
Entering Unmasked Estep 
Score: -27129974.000000 Penalty: 6140.820312
	Iteration 34Q: 3 clusters Score -2.712997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 237581 members 
Entering Unmasked Estep 
Score: -27129982.000000 Penalty: 6140.820312
	Iteration 35Q: 3 clusters Score -2.712998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 237585 members 
Entering Unmasked Estep 
Score: -27129988.000000 Penalty: 6140.820312
	Iteration 36Q: 3 clusters Score -2.712999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 237586 members 
Entering Unmasked Estep 
Score: -27129972.000000 Penalty: 6140.820312
	Iteration 37Q: 3 clusters Score -2.712997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 237588 members 
Entering Unmasked Estep 
Score: -27129982.000000 Penalty: 6140.820312
	Iteration 38Q: 3 clusters Score -2.712998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 237591 members 
Entering Unmasked Estep 
Score: -27129992.000000 Penalty: 6140.820312
	Iteration 39Q: 3 clusters Score -2.712999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 237593 members 
Entering Unmasked Estep 
Score: -27129998.000000 Penalty: 6140.820312
	Iteration 40F: 3 clusters Score -2.713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 237588 members 
Entering Unmasked Estep 
Score: -27130024.000000 Penalty: 6140.820312
	Iteration 41Q: 3 clusters Score -2.713002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 237589 members 
Entering Unmasked Estep 
Score: -27130034.000000 Penalty: 6140.820312
	Iteration 42Q: 3 clusters Score -2.713003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 237593 members 
Entering Unmasked Estep 
Score: -27130032.000000 Penalty: 6140.820312
	Iteration 43Q: 3 clusters Score -2.713003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 237599 members 
Entering Unmasked Estep 
Score: -27130052.000000 Penalty: 6140.820312
	Iteration 44Q: 3 clusters Score -2.713005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 237600 members 
Entering Unmasked Estep 
Score: -27130046.000000 Penalty: 6140.820312
	Iteration 45Q: 3 clusters Score -2.713005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 237603 members 
Entering Unmasked Estep 
Score: -27130034.000000 Penalty: 6140.820312
	Iteration 46Q: 3 clusters Score -2.713003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 237604 members 
Entering Unmasked Estep 
Score: -27130032.000000 Penalty: 6140.820312
	Iteration 47Q: 3 clusters Score -2.713003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 237604 members 
Entering Unmasked Estep 
Score: -27130032.000000 Penalty: 6140.820312
	Iteration 48F: 3 clusters Score -2.713003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (190071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190071 members 
Entering Unmasked Estep 
Score: -21511522.000000 Penalty: 3014.478027
	Iteration 0F: 2 clusters Score -2.151152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -21386622.000000 Penalty: 6028.956055
	Iteration 0F: 3 clusters Score -2.138662e+07 nChanged 91063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89430 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
Score: -21440698.000000 Penalty: 6028.956055
	Iteration 1F: 3 clusters Score -2.14407e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86309 members 
Mstep: Class 2 contains 103762 members 
Entering Unmasked Estep 
Score: -21443216.000000 Penalty: 6028.956055
	Iteration 2Q: 3 clusters Score -2.144322e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 108748 members 
Entering Unmasked Estep 
Score: -21446850.000000 Penalty: 6028.956055
	Iteration 3Q: 3 clusters Score -2.144685e+07 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 116238 members 
Entering Unmasked Estep 
Score: -21452088.000000 Penalty: 6028.956055
	Iteration 4F: 3 clusters Score -2.145209e+07 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 126413 members 
Entering Unmasked Estep 
Score: -21459920.000000 Penalty: 6028.956055
	Iteration 5F: 3 clusters Score -2.145992e+07 nChanged 13930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 139001 members 
Entering Unmasked Estep 
Score: -21470424.000000 Penalty: 6028.956055
	Iteration 6F: 3 clusters Score -2.147042e+07 nChanged 13663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 152010 members 
Entering Unmasked Estep 
Score: -21482118.000000 Penalty: 6028.956055
	Iteration 7F: 3 clusters Score -2.148212e+07 nChanged 11402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 163072 members 
Entering Unmasked Estep 
Score: -21492856.000000 Penalty: 6028.956055
	Iteration 8F: 3 clusters Score -2.149286e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 170610 members 
Entering Unmasked Estep 
Score: -21500124.000000 Penalty: 6028.956055
	Iteration 9Q: 3 clusters Score -2.150012e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 175100 members 
Entering Unmasked Estep 
Score: -21504468.000000 Penalty: 6028.956055
	Iteration 10Q: 3 clusters Score -2.150447e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 177809 members 
Entering Unmasked Estep 
Score: -21506836.000000 Penalty: 6028.956055
	Iteration 11Q: 3 clusters Score -2.150684e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 179694 members 
Entering Unmasked Estep 
Score: -21508252.000000 Penalty: 6028.956055
	Iteration 12Q: 3 clusters Score -2.150825e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 180977 members 
Entering Unmasked Estep 
Score: -21509238.000000 Penalty: 6028.956055
	Iteration 13Q: 3 clusters Score -2.150924e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 181835 members 
Entering Unmasked Estep 
Score: -21509738.000000 Penalty: 6028.956055
	Iteration 14Q: 3 clusters Score -2.150974e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 182472 members 
Entering Unmasked Estep 
Score: -21509986.000000 Penalty: 6028.956055
	Iteration 15Q: 3 clusters Score -2.150999e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 182967 members 
Entering Unmasked Estep 
Score: -21510174.000000 Penalty: 6028.956055
	Iteration 16Q: 3 clusters Score -2.151017e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 183364 members 
Entering Unmasked Estep 
Score: -21510352.000000 Penalty: 6028.956055
	Iteration 17Q: 3 clusters Score -2.151035e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 183676 members 
Entering Unmasked Estep 
Score: -21510424.000000 Penalty: 6028.956055
	Iteration 18Q: 3 clusters Score -2.151042e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 183914 members 
Entering Unmasked Estep 
Score: -21510438.000000 Penalty: 6028.956055
	Iteration 19Q: 3 clusters Score -2.151044e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 184117 members 
Entering Unmasked Estep 
Score: -21510454.000000 Penalty: 6028.956055
	Iteration 20F: 3 clusters Score -2.151045e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 184273 members 
Entering Unmasked Estep 
Score: -21510498.000000 Penalty: 6028.956055
	Iteration 21Q: 3 clusters Score -2.15105e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 184407 members 
Entering Unmasked Estep 
Score: -21510506.000000 Penalty: 6028.956055
	Iteration 22Q: 3 clusters Score -2.151051e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 184505 members 
Entering Unmasked Estep 
Score: -21510560.000000 Penalty: 6028.956055
	Iteration 23Q: 3 clusters Score -2.151056e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 184591 members 
Entering Unmasked Estep 
Score: -21510552.000000 Penalty: 6028.956055
	Iteration 24Q: 3 clusters Score -2.151055e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 184664 members 
Entering Unmasked Estep 
Score: -21510582.000000 Penalty: 6028.956055
	Iteration 25Q: 3 clusters Score -2.151058e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 184728 members 
Entering Unmasked Estep 
Score: -21510586.000000 Penalty: 6028.956055
	Iteration 26Q: 3 clusters Score -2.151059e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 184777 members 
Entering Unmasked Estep 
Score: -21510592.000000 Penalty: 6028.956055
	Iteration 27Q: 3 clusters Score -2.151059e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 184814 members 
Entering Unmasked Estep 
Score: -21510600.000000 Penalty: 6028.956055
	Iteration 28Q: 3 clusters Score -2.15106e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 184853 members 
Entering Unmasked Estep 
Score: -21510598.000000 Penalty: 6028.956055
	Iteration 29Q: 3 clusters Score -2.15106e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 184883 members 
Entering Unmasked Estep 
Score: -21510592.000000 Penalty: 6028.956055
	Iteration 30Q: 3 clusters Score -2.151059e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 184916 members 
Entering Unmasked Estep 
Score: -21510598.000000 Penalty: 6028.956055
	Iteration 31Q: 3 clusters Score -2.15106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 184948 members 
Entering Unmasked Estep 
Score: -21510584.000000 Penalty: 6028.956055
	Iteration 32Q: 3 clusters Score -2.151058e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 184989 members 
Entering Unmasked Estep 
Score: -21510622.000000 Penalty: 6028.956055
	Iteration 33Q: 3 clusters Score -2.151062e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 185021 members 
Entering Unmasked Estep 
Score: -21510636.000000 Penalty: 6028.956055
	Iteration 34Q: 3 clusters Score -2.151064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 185047 members 
Entering Unmasked Estep 
Score: -21510638.000000 Penalty: 6028.956055
	Iteration 35Q: 3 clusters Score -2.151064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 185078 members 
Entering Unmasked Estep 
Score: -21510626.000000 Penalty: 6028.956055
	Iteration 36Q: 3 clusters Score -2.151063e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 185100 members 
Entering Unmasked Estep 
Score: -21510640.000000 Penalty: 6028.956055
	Iteration 37Q: 3 clusters Score -2.151064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 185128 members 
Entering Unmasked Estep 
Score: -21510646.000000 Penalty: 6028.956055
	Iteration 38Q: 3 clusters Score -2.151065e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 185149 members 
Entering Unmasked Estep 
Score: -21510650.000000 Penalty: 6028.956055
	Iteration 39Q: 3 clusters Score -2.151065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 185159 members 
Entering Unmasked Estep 
Score: -21510654.000000 Penalty: 6028.956055
	Iteration 40F: 3 clusters Score -2.151065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 185164 members 
Entering Unmasked Estep 
Score: -21510644.000000 Penalty: 6028.956055
	Iteration 41Q: 3 clusters Score -2.151064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 185171 members 
Entering Unmasked Estep 
Score: -21510656.000000 Penalty: 6028.956055
	Iteration 42Q: 3 clusters Score -2.151066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 185175 members 
Entering Unmasked Estep 
Score: -21510662.000000 Penalty: 6028.956055
	Iteration 43Q: 3 clusters Score -2.151066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 185179 members 
Entering Unmasked Estep 
Score: -21510660.000000 Penalty: 6028.956055
	Iteration 44Q: 3 clusters Score -2.151066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 185184 members 
Entering Unmasked Estep 
Score: -21510644.000000 Penalty: 6028.956055
	Iteration 45Q: 3 clusters Score -2.151064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 185189 members 
Entering Unmasked Estep 
Score: -21510636.000000 Penalty: 6028.956055
	Iteration 46Q: 3 clusters Score -2.151064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 185192 members 
Entering Unmasked Estep 
Score: -21510632.000000 Penalty: 6028.956055
	Iteration 47Q: 3 clusters Score -2.151063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 185197 members 
Entering Unmasked Estep 
Score: -21510614.000000 Penalty: 6028.956055
	Iteration 48Q: 3 clusters Score -2.151061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 185202 members 
Entering Unmasked Estep 
Score: -21510606.000000 Penalty: 6028.956055
	Iteration 49Q: 3 clusters Score -2.151061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 185204 members 
Entering Unmasked Estep 
Score: -21510614.000000 Penalty: 6028.956055
	Iteration 50Q: 3 clusters Score -2.151061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 185208 members 
Entering Unmasked Estep 
Score: -21510632.000000 Penalty: 6028.956055
	Iteration 51Q: 3 clusters Score -2.151063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 185210 members 
Entering Unmasked Estep 
Score: -21510622.000000 Penalty: 6028.956055
	Iteration 52Q: 3 clusters Score -2.151062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 185210 members 
Entering Unmasked Estep 
Score: -21510622.000000 Penalty: 6028.956055
	Iteration 53F: 3 clusters Score -2.151062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -52427.960938 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -52427.96 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 272 members 
Entering Unmasked Estep 
Score: -50860.777344 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -50860.78 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51179.347656 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -51179.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51281.308594 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -51281.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51359.648438 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -51359.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51420.808594 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -51420.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51490.937500 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -51490.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51571.660156 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -51571.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51626.382812 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -51626.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51662.769531 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -51662.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51682.726562 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -51682.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51700.488281 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -51700.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51718.132812 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -51718.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51742.281250 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -51742.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51760.496094 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -51760.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51768.757812 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -51768.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51803.265625 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -51803.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51951.351562 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -51951.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52019.144531 Penalty: 3131.519775
	Iteration 17Q: 3 clusters Score -52019.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52036.949219 Penalty: 3131.519775
	Iteration 18Q: 3 clusters Score -52036.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52048.281250 Penalty: 3131.519775
	Iteration 19Q: 3 clusters Score -52048.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52065.792969 Penalty: 3131.519775
	Iteration 20F: 3 clusters Score -52065.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52080.074219 Penalty: 3131.519775
	Iteration 21Q: 3 clusters Score -52080.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52088.386719 Penalty: 3131.519775
	Iteration 22Q: 3 clusters Score -52088.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52089.730469 Penalty: 3131.519775
	Iteration 23Q: 3 clusters Score -52089.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52089.730469 Penalty: 3131.519775
	Iteration 24F: 3 clusters Score -52089.73 nChanged 0
--- Evaluating fit on full set of 1898308 points ---
Entering Unmasked Estep 
Score: -211680848.000000 Penalty: 71704.109375
21->21 Clusters: Score -211680848.000000, best is -211637600.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 632769 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 30462 members 
Mstep: Class 3 contains 30085 members 
Mstep: Class 4 contains 30100 members 
Mstep: Class 5 contains 30045 members 
Mstep: Class 6 contains 30104 members 
Mstep: Class 7 contains 29898 members 
Mstep: Class 8 contains 29917 members 
Mstep: Class 9 contains 30024 members 
Mstep: Class 10 contains 30080 members 
Mstep: Class 11 contains 30069 members 
Mstep: Class 12 contains 30058 members 
Mstep: Class 13 contains 30134 members 
Mstep: Class 14 contains 30174 members 
Mstep: Class 15 contains 30177 members 
Mstep: Class 16 contains 30275 members 
Mstep: Class 17 contains 29991 members 
Mstep: Class 18 contains 30133 members 
Mstep: Class 19 contains 30220 members 
Mstep: Class 20 contains 30350 members 
Mstep: Class 21 contains 30153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 125.198555 but Gain 3312.742188
Score: -67425360.000000 Penalty: 66254.992188
Iteration 0F: 21 clusters Score -6.742536e+07 nChanged 598941
Entering Unmasked Mstep 
Mstep: Class 0 contains 2164 members 
Mstep: Class 1 contains 116652 members 
Mstep: Class 2 contains 27472 members 
Mstep: Class 4 contains 1715 members 
Mstep: Class 5 contains 10224 members 
Mstep: Class 6 contains 46692 members 
Mstep: Class 7 contains 10397 members 
Mstep: Class 8 contains 48075 members 
Mstep: Class 9 contains 20690 members 
Mstep: Class 10 contains 12384 members 
Mstep: Class 11 contains 11324 members 
Mstep: Class 12 contains 6106 members 
Mstep: Class 13 contains 3658 members 
Mstep: Class 14 contains 4172 members 
Mstep: Class 15 contains 139369 members 
Mstep: Class 16 contains 67248 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 24435 members 
Mstep: Class 19 contains 5567 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 61532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1843.676514 but Gain 3312.753906
Score: -69839672.000000 Penalty: 62942.238281
Iteration 1F: 20 clusters Score -6.983967e+07 nChanged 184724
Entering Unmasked Mstep 
Mstep: Class 0 contains 1674 members 
Mstep: Class 1 contains 148654 members 
Mstep: Class 2 contains 17960 members 
Mstep: Class 4 contains 823 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 36462 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 32857 members 
Mstep: Class 9 contains 14403 members 
Mstep: Class 10 contains 5988 members 
Mstep: Class 11 contains 5843 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 181548 members 
Mstep: Class 16 contains 60546 members 
Mstep: Class 17 contains 14063 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 7025 members 
Mstep: Class 21 contains 65431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2756.515381 but Gain 3312.750000
Score: -70197912.000000 Penalty: 59629.488281
Iteration 2F: 19 clusters Score -7.019791e+07 nChanged 128532
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 168059 members 
Mstep: Class 2 contains 10686 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 3486 members 
Mstep: Class 6 contains 24918 members 
Mstep: Class 7 contains 8100 members 
Mstep: Class 8 contains 20051 members 
Mstep: Class 9 contains 12295 members 
Mstep: Class 11 contains 4397 members 
Mstep: Class 13 contains 2210 members 
Mstep: Class 14 contains 2114 members 
Mstep: Class 15 contains 217960 members 
Mstep: Class 16 contains 49707 members 
Mstep: Class 17 contains 23073 members 
Mstep: Class 18 contains 15766 members 
Mstep: Class 19 contains 716 members 
Mstep: Class 20 contains 8699 members 
Mstep: Class 21 contains 59073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70389440.000000 Penalty: 59629.488281
Iteration 3F: 19 clusters Score -7.038944e+07 nChanged 98426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 177566 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 2113 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 10959 members 
Mstep: Class 8 contains 11604 members 
Mstep: Class 9 contains 11516 members 
Mstep: Class 11 contains 3672 members 
Mstep: Class 13 contains 2218 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 15 contains 248909 members 
Mstep: Class 16 contains 37665 members 
Mstep: Class 17 contains 29143 members 
Mstep: Class 18 contains 14241 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 9057 members 
Mstep: Class 21 contains 49215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70472544.000000 Penalty: 59629.488281
Iteration 4F: 19 clusters Score -7.047254e+07 nChanged 79981
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 180689 members 
Mstep: Class 2 contains 3501 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 1346 members 
Mstep: Class 6 contains 9061 members 
Mstep: Class 7 contains 14215 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 10818 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 13 contains 2216 members 
Mstep: Class 14 contains 1529 members 
Mstep: Class 15 contains 273846 members 
Mstep: Class 16 contains 27516 members 
Mstep: Class 17 contains 32984 members 
Mstep: Class 18 contains 14327 members 
Mstep: Class 19 contains 337 members 
Mstep: Class 20 contains 8782 members 
Mstep: Class 21 contains 40123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2862.986084 but Gain 3312.750000
Score: -70531280.000000 Penalty: 56316.738281
Iteration 5F: 18 clusters Score -7.053128e+07 nChanged 67736
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 182532 members 
Mstep: Class 4 contains 1343 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 17028 members 
Mstep: Class 8 contains 5129 members 
Mstep: Class 9 contains 9986 members 
Mstep: Class 11 contains 1946 members 
Mstep: Class 13 contains 2215 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 291674 members 
Mstep: Class 16 contains 20663 members 
Mstep: Class 17 contains 35229 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 8193 members 
Mstep: Class 21 contains 33324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3163.935303 but Gain 3312.746094
Score: -70578728.000000 Penalty: 53003.992188
Iteration 6F: 17 clusters Score -7.057873e+07 nChanged 55303
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 184465 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 820 members 
Mstep: Class 6 contains 3481 members 
Mstep: Class 7 contains 18847 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 9119 members 
Mstep: Class 13 contains 2216 members 
Mstep: Class 14 contains 1329 members 
Mstep: Class 15 contains 301475 members 
Mstep: Class 16 contains 16433 members 
Mstep: Class 17 contains 36250 members 
Mstep: Class 18 contains 16821 members 
Mstep: Class 19 contains 337 members 
Mstep: Class 20 contains 7493 members 
Mstep: Class 21 contains 28043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2511.918945 but Gain 3312.750000
Score: -70616608.000000 Penalty: 49691.242188
Iteration 7F: 16 clusters Score -7.061661e+07 nChanged 46931
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189143 members 
Mstep: Class 4 contains 1324 members 
Mstep: Class 5 contains 746 members 
Mstep: Class 7 contains 19807 members 
Mstep: Class 8 contains 3485 members 
Mstep: Class 9 contains 8451 members 
Mstep: Class 13 contains 2217 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 305674 members 
Mstep: Class 16 contains 13848 members 
Mstep: Class 17 contains 37292 members 
Mstep: Class 18 contains 18307 members 
Mstep: Class 19 contains 360 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 23952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70643944.000000 Penalty: 49691.242188
Iteration 8F: 16 clusters Score -7.064394e+07 nChanged 35667
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 195061 members 
Mstep: Class 4 contains 1320 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 7 contains 20334 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 7801 members 
Mstep: Class 13 contains 2216 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 303956 members 
Mstep: Class 16 contains 12362 members 
Mstep: Class 17 contains 37612 members 
Mstep: Class 18 contains 19879 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 6157 members 
Mstep: Class 21 contains 20515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70662184.000000 Penalty: 49691.242188
Iteration 9F: 16 clusters Score -7.066218e+07 nChanged 28256
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 201552 members 
Mstep: Class 4 contains 1315 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 7 contains 20700 members 
Mstep: Class 8 contains 2732 members 
Mstep: Class 9 contains 7289 members 
Mstep: Class 13 contains 2215 members 
Mstep: Class 14 contains 1864 members 
Mstep: Class 15 contains 298972 members 
Mstep: Class 16 contains 11761 members 
Mstep: Class 17 contains 38025 members 
Mstep: Class 18 contains 21653 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 5607 members 
Mstep: Class 21 contains 17980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70675416.000000 Penalty: 49691.242188
Iteration 10Q: 16 clusters Score -7.067542e+07 nChanged 22867
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 207924 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 7 contains 21061 members 
Mstep: Class 8 contains 2533 members 
Mstep: Class 9 contains 6875 members 
Mstep: Class 13 contains 2215 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 292166 members 
Mstep: Class 16 contains 11731 members 
Mstep: Class 17 contains 38530 members 
Mstep: Class 18 contains 23509 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 5093 members 
Mstep: Class 21 contains 16084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70685656.000000 Penalty: 49691.242188
Iteration 11Q: 16 clusters Score -7.068566e+07 nChanged 19598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 214349 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 7 contains 21432 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 13 contains 2215 members 
Mstep: Class 14 contains 3564 members 
Mstep: Class 15 contains 283857 members 
Mstep: Class 16 contains 12105 members 
Mstep: Class 17 contains 39000 members 
Mstep: Class 18 contains 25461 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 4656 members 
Mstep: Class 21 contains 14699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70693992.000000 Penalty: 49691.242188
Iteration 12Q: 16 clusters Score -7.069399e+07 nChanged 17567
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220832 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 7 contains 21667 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 6244 members 
Mstep: Class 13 contains 2216 members 
Mstep: Class 14 contains 4560 members 
Mstep: Class 15 contains 274912 members 
Mstep: Class 16 contains 12562 members 
Mstep: Class 17 contains 39417 members 
Mstep: Class 18 contains 27358 members 
Mstep: Class 19 contains 570 members 
Mstep: Class 20 contains 4262 members 
Mstep: Class 21 contains 13938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70701728.000000 Penalty: 49691.242188
Iteration 13Q: 16 clusters Score -7.070173e+07 nChanged 16418
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 227276 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 7 contains 21836 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 13 contains 2219 members 
Mstep: Class 14 contains 5541 members 
Mstep: Class 15 contains 265860 members 
Mstep: Class 16 contains 13082 members 
Mstep: Class 17 contains 39786 members 
Mstep: Class 18 contains 28999 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 20 contains 3891 members 
Mstep: Class 21 contains 13590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70707816.000000 Penalty: 49691.242188
Iteration 14Q: 16 clusters Score -7.070782e+07 nChanged 15479
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 233377 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 7 contains 22050 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 5617 members 
Mstep: Class 13 contains 2220 members 
Mstep: Class 14 contains 6522 members 
Mstep: Class 15 contains 256993 members 
Mstep: Class 16 contains 13598 members 
Mstep: Class 17 contains 40087 members 
Mstep: Class 18 contains 30473 members 
Mstep: Class 19 contains 639 members 
Mstep: Class 20 contains 3547 members 
Mstep: Class 21 contains 13545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70711944.000000 Penalty: 49691.242188
Iteration 15Q: 16 clusters Score -7.071194e+07 nChanged 14419
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 238763 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 7 contains 22307 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 5310 members 
Mstep: Class 13 contains 2222 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 248936 members 
Mstep: Class 16 contains 14058 members 
Mstep: Class 17 contains 40323 members 
Mstep: Class 18 contains 31752 members 
Mstep: Class 19 contains 658 members 
Mstep: Class 20 contains 3213 members 
Mstep: Class 21 contains 13678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70715416.000000 Penalty: 49691.242188
Iteration 16Q: 16 clusters Score -7.071542e+07 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 243126 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 7 contains 22641 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 13 contains 2223 members 
Mstep: Class 14 contains 8366 members 
Mstep: Class 15 contains 242019 members 
Mstep: Class 16 contains 14491 members 
Mstep: Class 17 contains 40505 members 
Mstep: Class 18 contains 32909 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 20 contains 2872 members 
Mstep: Class 21 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70719248.000000 Penalty: 49691.242188
Iteration 17Q: 16 clusters Score -7.071925e+07 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 246498 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 7 contains 22895 members 
Mstep: Class 8 contains 2068 members 
Mstep: Class 9 contains 4644 members 
Mstep: Class 13 contains 2223 members 
Mstep: Class 14 contains 9166 members 
Mstep: Class 15 contains 236355 members 
Mstep: Class 16 contains 14845 members 
Mstep: Class 17 contains 40654 members 
Mstep: Class 18 contains 33909 members 
Mstep: Class 19 contains 689 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 14279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70722232.000000 Penalty: 49691.242188
Iteration 18Q: 16 clusters Score -7.072223e+07 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 248753 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 7 contains 23161 members 
Mstep: Class 8 contains 2052 members 
Mstep: Class 9 contains 4294 members 
Mstep: Class 13 contains 2224 members 
Mstep: Class 14 contains 9879 members 
Mstep: Class 15 contains 232019 members 
Mstep: Class 16 contains 15147 members 
Mstep: Class 17 contains 40808 members 
Mstep: Class 18 contains 34823 members 
Mstep: Class 19 contains 700 members 
Mstep: Class 20 contains 2318 members 
Mstep: Class 21 contains 14639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70724192.000000 Penalty: 49691.242188
Iteration 19Q: 16 clusters Score -7.072419e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 250028 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 7 contains 23373 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 3936 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 10514 members 
Mstep: Class 15 contains 228905 members 
Mstep: Class 16 contains 15398 members 
Mstep: Class 17 contains 40979 members 
Mstep: Class 18 contains 35660 members 
Mstep: Class 19 contains 704 members 
Mstep: Class 20 contains 2073 members 
Mstep: Class 21 contains 14979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70726808.000000 Penalty: 49691.242188
Iteration 20F: 16 clusters Score -7.072681e+07 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 250298 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 7 contains 23547 members 
Mstep: Class 8 contains 2030 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 11263 members 
Mstep: Class 15 contains 226724 members 
Mstep: Class 16 contains 15623 members 
Mstep: Class 17 contains 41070 members 
Mstep: Class 18 contains 36408 members 
Mstep: Class 19 contains 746 members 
Mstep: Class 20 contains 1873 members 
Mstep: Class 21 contains 15374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70729176.000000 Penalty: 49691.242188
Iteration 21Q: 16 clusters Score -7.072918e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 249842 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 7 contains 23720 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 11922 members 
Mstep: Class 15 contains 225401 members 
Mstep: Class 16 contains 15810 members 
Mstep: Class 17 contains 41163 members 
Mstep: Class 18 contains 37083 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 1712 members 
Mstep: Class 21 contains 15781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70730760.000000 Penalty: 49691.242188
Iteration 22Q: 16 clusters Score -7.073076e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 248691 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 7 contains 23832 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 12532 members 
Mstep: Class 15 contains 224954 members 
Mstep: Class 16 contains 15999 members 
Mstep: Class 17 contains 41272 members 
Mstep: Class 18 contains 37708 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 1581 members 
Mstep: Class 21 contains 16133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70732808.000000 Penalty: 49691.242188
Iteration 23Q: 16 clusters Score -7.073281e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 246944 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 7 contains 23942 members 
Mstep: Class 8 contains 1993 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 13075 members 
Mstep: Class 15 contains 225211 members 
Mstep: Class 16 contains 16181 members 
Mstep: Class 17 contains 41389 members 
Mstep: Class 18 contains 38284 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 16453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3099.759766 but Gain 3312.750000
Score: -70734208.000000 Penalty: 46378.492188
Iteration 24Q: 15 clusters Score -7.073421e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 244835 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 7 contains 24064 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 13499 members 
Mstep: Class 15 contains 227402 members 
Mstep: Class 16 contains 16331 members 
Mstep: Class 17 contains 42527 members 
Mstep: Class 18 contains 38823 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 1437 members 
Mstep: Class 21 contains 16733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70738752.000000 Penalty: 46378.492188
Iteration 25Q: 15 clusters Score -7.073875e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 242164 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 7 contains 24184 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 13904 members 
Mstep: Class 15 contains 228512 members 
Mstep: Class 16 contains 16477 members 
Mstep: Class 17 contains 42619 members 
Mstep: Class 18 contains 39384 members 
Mstep: Class 19 contains 977 members 
Mstep: Class 20 contains 1358 members 
Mstep: Class 21 contains 17001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70740248.000000 Penalty: 46378.492188
Iteration 26Q: 15 clusters Score -7.074025e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 239088 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 7 contains 24251 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 14263 members 
Mstep: Class 15 contains 230245 members 
Mstep: Class 16 contains 16613 members 
Mstep: Class 17 contains 42647 members 
Mstep: Class 18 contains 39940 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 1311 members 
Mstep: Class 21 contains 17213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70741256.000000 Penalty: 46378.492188
Iteration 27Q: 15 clusters Score -7.074126e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 235954 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 7 contains 24288 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 14617 members 
Mstep: Class 15 contains 232245 members 
Mstep: Class 16 contains 16717 members 
Mstep: Class 17 contains 42704 members 
Mstep: Class 18 contains 40411 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 17356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70741992.000000 Penalty: 46378.492188
Iteration 28Q: 15 clusters Score -7.074199e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 232723 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 7 contains 24301 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 14895 members 
Mstep: Class 15 contains 234407 members 
Mstep: Class 16 contains 16816 members 
Mstep: Class 17 contains 42789 members 
Mstep: Class 18 contains 40885 members 
Mstep: Class 19 contains 1063 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 17480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70743048.000000 Penalty: 46378.492188
Iteration 29Q: 15 clusters Score -7.074305e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 229559 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 679 members 
Mstep: Class 7 contains 24275 members 
Mstep: Class 8 contains 1949 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 15147 members 
Mstep: Class 15 contains 236599 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 42903 members 
Mstep: Class 18 contains 41317 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 17599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70743952.000000 Penalty: 46378.492188
Iteration 30Q: 15 clusters Score -7.074395e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 226441 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 7 contains 24226 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 15347 members 
Mstep: Class 15 contains 238884 members 
Mstep: Class 16 contains 16968 members 
Mstep: Class 17 contains 43022 members 
Mstep: Class 18 contains 41696 members 
Mstep: Class 19 contains 1108 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 17721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70744360.000000 Penalty: 46378.492188
Iteration 31Q: 15 clusters Score -7.074436e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 223379 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 7 contains 24208 members 
Mstep: Class 8 contains 1941 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 15530 members 
Mstep: Class 15 contains 241179 members 
Mstep: Class 16 contains 17027 members 
Mstep: Class 17 contains 43118 members 
Mstep: Class 18 contains 42055 members 
Mstep: Class 19 contains 1126 members 
Mstep: Class 20 contains 1157 members 
Mstep: Class 21 contains 17817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70745024.000000 Penalty: 46378.492188
Iteration 32Q: 15 clusters Score -7.074502e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 220538 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 690 members 
Mstep: Class 7 contains 24148 members 
Mstep: Class 8 contains 1935 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 15668 members 
Mstep: Class 15 contains 243347 members 
Mstep: Class 16 contains 17066 members 
Mstep: Class 17 contains 43218 members 
Mstep: Class 18 contains 42402 members 
Mstep: Class 19 contains 1147 members 
Mstep: Class 20 contains 1140 members 
Mstep: Class 21 contains 17922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70745440.000000 Penalty: 46378.492188
Iteration 33Q: 15 clusters Score -7.074544e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 217880 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 693 members 
Mstep: Class 7 contains 24061 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 15794 members 
Mstep: Class 15 contains 245363 members 
Mstep: Class 16 contains 17127 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 42730 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 1138 members 
Mstep: Class 21 contains 18032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746120.000000 Penalty: 46378.492188
Iteration 34Q: 15 clusters Score -7.074612e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 215456 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 694 members 
Mstep: Class 7 contains 23941 members 
Mstep: Class 8 contains 1928 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 15926 members 
Mstep: Class 15 contains 247234 members 
Mstep: Class 16 contains 17191 members 
Mstep: Class 17 contains 43389 members 
Mstep: Class 18 contains 43010 members 
Mstep: Class 19 contains 1191 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 18128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746576.000000 Penalty: 46378.492188
Iteration 35Q: 15 clusters Score -7.074658e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 213284 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 693 members 
Mstep: Class 7 contains 23854 members 
Mstep: Class 8 contains 1927 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 16043 members 
Mstep: Class 15 contains 248877 members 
Mstep: Class 16 contains 17252 members 
Mstep: Class 17 contains 43477 members 
Mstep: Class 18 contains 43264 members 
Mstep: Class 19 contains 1205 members 
Mstep: Class 20 contains 1127 members 
Mstep: Class 21 contains 18218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746968.000000 Penalty: 46378.492188
Iteration 36Q: 15 clusters Score -7.074697e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 211401 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 694 members 
Mstep: Class 7 contains 23769 members 
Mstep: Class 8 contains 1920 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 16141 members 
Mstep: Class 15 contains 250333 members 
Mstep: Class 16 contains 17300 members 
Mstep: Class 17 contains 43550 members 
Mstep: Class 18 contains 43491 members 
Mstep: Class 19 contains 1220 members 
Mstep: Class 20 contains 1131 members 
Mstep: Class 21 contains 18271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747216.000000 Penalty: 46378.492188
Iteration 37Q: 15 clusters Score -7.074722e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 209727 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 697 members 
Mstep: Class 7 contains 23713 members 
Mstep: Class 8 contains 1917 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 16217 members 
Mstep: Class 15 contains 251607 members 
Mstep: Class 16 contains 17339 members 
Mstep: Class 17 contains 43621 members 
Mstep: Class 18 contains 43671 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 20 contains 1136 members 
Mstep: Class 21 contains 18339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747344.000000 Penalty: 46378.492188
Iteration 38Q: 15 clusters Score -7.074734e+07 nChanged 3466
Entering ConstructFrom: 
Score: -70747344.000000 Penalty: 46378.492188
Entering ConstructFrom: 
Trying to split cluster 1 (208282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208282 members 
Entering Unmasked Estep 
Score: -23555744.000000 Penalty: 3037.168701
	Iteration 0F: 2 clusters Score -2.355574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103975 members 
Mstep: Class 2 contains 104307 members 
Entering Unmasked Estep 
Score: -23419744.000000 Penalty: 6074.337402
	Iteration 0F: 3 clusters Score -2.341974e+07 nChanged 100557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101190 members 
Mstep: Class 2 contains 107092 members 
Entering Unmasked Estep 
Score: -23479122.000000 Penalty: 6074.337402
	Iteration 1F: 3 clusters Score -2.347912e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99359 members 
Mstep: Class 2 contains 108923 members 
Entering Unmasked Estep 
Score: -23481136.000000 Penalty: 6074.337402
	Iteration 2Q: 3 clusters Score -2.348114e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96528 members 
Mstep: Class 2 contains 111754 members 
Entering Unmasked Estep 
Score: -23484114.000000 Penalty: 6074.337402
	Iteration 3Q: 3 clusters Score -2.348411e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92289 members 
Mstep: Class 2 contains 115993 members 
Entering Unmasked Estep 
Score: -23488664.000000 Penalty: 6074.337402
	Iteration 4Q: 3 clusters Score -2.348866e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 122090 members 
Entering Unmasked Estep 
Score: -23495652.000000 Penalty: 6074.337402
	Iteration 5F: 3 clusters Score -2.349565e+07 nChanged 13715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 129927 members 
Entering Unmasked Estep 
Score: -23504730.000000 Penalty: 6074.337402
	Iteration 6F: 3 clusters Score -2.350473e+07 nChanged 14251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 138638 members 
Entering Unmasked Estep 
Score: -23515576.000000 Penalty: 6074.337402
	Iteration 7F: 3 clusters Score -2.351558e+07 nChanged 12828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 146118 members 
Entering Unmasked Estep 
Score: -23525420.000000 Penalty: 6074.337402
	Iteration 8F: 3 clusters Score -2.352542e+07 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 151545 members 
Entering Unmasked Estep 
Score: -23532182.000000 Penalty: 6074.337402
	Iteration 9Q: 3 clusters Score -2.353218e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 155640 members 
Entering Unmasked Estep 
Score: -23535780.000000 Penalty: 6074.337402
	Iteration 10Q: 3 clusters Score -2.353578e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 159152 members 
Entering Unmasked Estep 
Score: -23538094.000000 Penalty: 6074.337402
	Iteration 11Q: 3 clusters Score -2.353809e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 162450 members 
Entering Unmasked Estep 
Score: -23539752.000000 Penalty: 6074.337402
	Iteration 12Q: 3 clusters Score -2.353975e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 165746 members 
Entering Unmasked Estep 
Score: -23541310.000000 Penalty: 6074.337402
	Iteration 13Q: 3 clusters Score -2.354131e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 168944 members 
Entering Unmasked Estep 
Score: -23543006.000000 Penalty: 6074.337402
	Iteration 14Q: 3 clusters Score -2.354301e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 172073 members 
Entering Unmasked Estep 
Score: -23544770.000000 Penalty: 6074.337402
	Iteration 15Q: 3 clusters Score -2.354477e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 175170 members 
Entering Unmasked Estep 
Score: -23546488.000000 Penalty: 6074.337402
	Iteration 16Q: 3 clusters Score -2.354649e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 178139 members 
Entering Unmasked Estep 
Score: -23548300.000000 Penalty: 6074.337402
	Iteration 17Q: 3 clusters Score -2.35483e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 180867 members 
Entering Unmasked Estep 
Score: -23549948.000000 Penalty: 6074.337402
	Iteration 18Q: 3 clusters Score -2.354995e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 183460 members 
Entering Unmasked Estep 
Score: -23551798.000000 Penalty: 6074.337402
	Iteration 19Q: 3 clusters Score -2.35518e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 185642 members 
Entering Unmasked Estep 
Score: -23553514.000000 Penalty: 6074.337402
	Iteration 20F: 3 clusters Score -2.355351e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 187489 members 
Entering Unmasked Estep 
Score: -23554580.000000 Penalty: 6074.337402
	Iteration 21Q: 3 clusters Score -2.355458e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 188991 members 
Entering Unmasked Estep 
Score: -23555304.000000 Penalty: 6074.337402
	Iteration 22Q: 3 clusters Score -2.35553e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 190210 members 
Entering Unmasked Estep 
Score: -23555788.000000 Penalty: 6074.337402
	Iteration 23Q: 3 clusters Score -2.355579e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 191216 members 
Entering Unmasked Estep 
Score: -23556164.000000 Penalty: 6074.337402
	Iteration 24Q: 3 clusters Score -2.355616e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 192036 members 
Entering Unmasked Estep 
Score: -23556420.000000 Penalty: 6074.337402
	Iteration 25Q: 3 clusters Score -2.355642e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 192753 members 
Entering Unmasked Estep 
Score: -23556502.000000 Penalty: 6074.337402
	Iteration 26Q: 3 clusters Score -2.35565e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 193372 members 
Entering Unmasked Estep 
Score: -23556542.000000 Penalty: 6074.337402
	Iteration 27Q: 3 clusters Score -2.355654e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 193893 members 
Entering Unmasked Estep 
Score: -23556608.000000 Penalty: 6074.337402
	Iteration 28Q: 3 clusters Score -2.355661e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 194365 members 
Entering Unmasked Estep 
Score: -23556704.000000 Penalty: 6074.337402
	Iteration 29Q: 3 clusters Score -2.35567e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 194752 members 
Entering Unmasked Estep 
Score: -23556760.000000 Penalty: 6074.337402
	Iteration 30Q: 3 clusters Score -2.355676e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 195104 members 
Entering Unmasked Estep 
Score: -23556794.000000 Penalty: 6074.337402
	Iteration 31Q: 3 clusters Score -2.355679e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 195435 members 
Entering Unmasked Estep 
Score: -23556776.000000 Penalty: 6074.337402
	Iteration 32Q: 3 clusters Score -2.355678e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 195716 members 
Entering Unmasked Estep 
Score: -23556796.000000 Penalty: 6074.337402
	Iteration 33Q: 3 clusters Score -2.35568e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 195983 members 
Entering Unmasked Estep 
Score: -23556860.000000 Penalty: 6074.337402
	Iteration 34Q: 3 clusters Score -2.355686e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 196218 members 
Entering Unmasked Estep 
Score: -23556892.000000 Penalty: 6074.337402
	Iteration 35Q: 3 clusters Score -2.355689e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 196424 members 
Entering Unmasked Estep 
Score: -23556908.000000 Penalty: 6074.337402
	Iteration 36Q: 3 clusters Score -2.355691e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 196617 members 
Entering Unmasked Estep 
Score: -23556872.000000 Penalty: 6074.337402
	Iteration 37Q: 3 clusters Score -2.355687e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 196798 members 
Entering Unmasked Estep 
Score: -23556912.000000 Penalty: 6074.337402
	Iteration 38Q: 3 clusters Score -2.355691e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 196955 members 
Entering Unmasked Estep 
Score: -23556926.000000 Penalty: 6074.337402
	Iteration 39Q: 3 clusters Score -2.355693e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 197104 members 
Entering Unmasked Estep 
Score: -23556872.000000 Penalty: 6074.337402
	Iteration 40F: 3 clusters Score -2.355687e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 197236 members 
Entering Unmasked Estep 
Score: -23556882.000000 Penalty: 6074.337402
	Iteration 41Q: 3 clusters Score -2.355688e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 197343 members 
Entering Unmasked Estep 
Score: -23556892.000000 Penalty: 6074.337402
	Iteration 42Q: 3 clusters Score -2.355689e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 197436 members 
Entering Unmasked Estep 
Score: -23556862.000000 Penalty: 6074.337402
	Iteration 43Q: 3 clusters Score -2.355686e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 197511 members 
Entering Unmasked Estep 
Score: -23556874.000000 Penalty: 6074.337402
	Iteration 44Q: 3 clusters Score -2.355687e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 197580 members 
Entering Unmasked Estep 
Score: -23556880.000000 Penalty: 6074.337402
	Iteration 45Q: 3 clusters Score -2.355688e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 197653 members 
Entering Unmasked Estep 
Score: -23556900.000000 Penalty: 6074.337402
	Iteration 46Q: 3 clusters Score -2.35569e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 197726 members 
Entering Unmasked Estep 
Score: -23556926.000000 Penalty: 6074.337402
	Iteration 47Q: 3 clusters Score -2.355693e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 197808 members 
Entering Unmasked Estep 
Score: -23556930.000000 Penalty: 6074.337402
	Iteration 48Q: 3 clusters Score -2.355693e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 197874 members 
Entering Unmasked Estep 
Score: -23556914.000000 Penalty: 6074.337402
	Iteration 49Q: 3 clusters Score -2.355691e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 197930 members 
Entering Unmasked Estep 
Score: -23556930.000000 Penalty: 6074.337402
	Iteration 50Q: 3 clusters Score -2.355693e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 197971 members 
Entering Unmasked Estep 
Score: -23556942.000000 Penalty: 6074.337402
	Iteration 51Q: 3 clusters Score -2.355694e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 198007 members 
Entering Unmasked Estep 
Score: -23556962.000000 Penalty: 6074.337402
	Iteration 52Q: 3 clusters Score -2.355696e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 198035 members 
Entering Unmasked Estep 
Score: -23556974.000000 Penalty: 6074.337402
	Iteration 53Q: 3 clusters Score -2.355697e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 198058 members 
Entering Unmasked Estep 
Score: -23556986.000000 Penalty: 6074.337402
	Iteration 54Q: 3 clusters Score -2.355699e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 198088 members 
Entering Unmasked Estep 
Score: -23556996.000000 Penalty: 6074.337402
	Iteration 55Q: 3 clusters Score -2.3557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 198105 members 
Entering Unmasked Estep 
Score: -23556984.000000 Penalty: 6074.337402
	Iteration 56Q: 3 clusters Score -2.355698e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 198125 members 
Entering Unmasked Estep 
Score: -23557002.000000 Penalty: 6074.337402
	Iteration 57Q: 3 clusters Score -2.3557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 198138 members 
Entering Unmasked Estep 
Score: -23557024.000000 Penalty: 6074.337402
	Iteration 58Q: 3 clusters Score -2.355702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 198154 members 
Entering Unmasked Estep 
Score: -23557008.000000 Penalty: 6074.337402
	Iteration 59Q: 3 clusters Score -2.355701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 198165 members 
Entering Unmasked Estep 
Score: -23557010.000000 Penalty: 6074.337402
	Iteration 60F: 3 clusters Score -2.355701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 198179 members 
Entering Unmasked Estep 
Score: -23557028.000000 Penalty: 6074.337402
	Iteration 61Q: 3 clusters Score -2.355703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 198193 members 
Entering Unmasked Estep 
Score: -23557032.000000 Penalty: 6074.337402
	Iteration 62Q: 3 clusters Score -2.355703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 198205 members 
Entering Unmasked Estep 
Score: -23557020.000000 Penalty: 6074.337402
	Iteration 63Q: 3 clusters Score -2.355702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 198214 members 
Entering Unmasked Estep 
Score: -23557030.000000 Penalty: 6074.337402
	Iteration 64Q: 3 clusters Score -2.355703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 198223 members 
Entering Unmasked Estep 
Score: -23557030.000000 Penalty: 6074.337402
	Iteration 65Q: 3 clusters Score -2.355703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 198232 members 
Entering Unmasked Estep 
Score: -23557018.000000 Penalty: 6074.337402
	Iteration 66Q: 3 clusters Score -2.355702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 198241 members 
Entering Unmasked Estep 
Score: -23557018.000000 Penalty: 6074.337402
	Iteration 67Q: 3 clusters Score -2.355702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 198250 members 
Entering Unmasked Estep 
Score: -23557014.000000 Penalty: 6074.337402
	Iteration 68Q: 3 clusters Score -2.355701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 198252 members 
Entering Unmasked Estep 
Score: -23557006.000000 Penalty: 6074.337402
	Iteration 69Q: 3 clusters Score -2.355701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 198252 members 
Entering Unmasked Estep 
Score: -23557006.000000 Penalty: 6074.337402
	Iteration 70F: 3 clusters Score -2.355701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 198252 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 699 members 
Mstep: Class 7 contains 23643 members 
Mstep: Class 8 contains 1914 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 16281 members 
Mstep: Class 15 contains 252718 members 
Mstep: Class 16 contains 17366 members 
Mstep: Class 17 contains 43669 members 
Mstep: Class 18 contains 43852 members 
Mstep: Class 19 contains 1247 members 
Mstep: Class 20 contains 1139 members 
Mstep: Class 21 contains 18411 members 
Entering Unmasked Estep 
Score: -70747672.000000 Penalty: 49691.242188
Splitting cluster 1 changes total score from -70747344.000000 to -70747672.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -123220.828125 Penalty: 1780.090088
	Iteration 0F: 2 clusters Score -123220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -121105.781250 Penalty: 3560.180176
	Iteration 0F: 3 clusters Score -121105.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -121701.617188 Penalty: 3560.180176
	Iteration 1F: 3 clusters Score -121701.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -122124.054688 Penalty: 3560.180176
	Iteration 2F: 3 clusters Score -122124.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -122537.320312 Penalty: 3560.180176
	Iteration 3F: 3 clusters Score -122537.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -122916.531250 Penalty: 3560.180176
	Iteration 4F: 3 clusters Score -122916.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -123359.320312 Penalty: 3560.180176
	Iteration 5F: 3 clusters Score -123359.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -123694.914062 Penalty: 3560.180176
	Iteration 6Q: 3 clusters Score -123694.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -123805.500000 Penalty: 3560.180176
	Iteration 7Q: 3 clusters Score -123805.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -123825.570312 Penalty: 3560.180176
	Iteration 8Q: 3 clusters Score -123825.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -123840.585938 Penalty: 3560.180176
	Iteration 9Q: 3 clusters Score -123840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -123850.101562 Penalty: 3560.180176
	Iteration 10Q: 3 clusters Score -123850.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -123904.734375 Penalty: 3560.180176
	Iteration 11Q: 3 clusters Score -123904.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -123959.312500 Penalty: 3560.180176
	Iteration 12Q: 3 clusters Score -123959.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -123962.351562 Penalty: 3560.180176
	Iteration 13Q: 3 clusters Score -123962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -123963.039062 Penalty: 3560.180176
	Iteration 14Q: 3 clusters Score -123963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -123963.039062 Penalty: 3560.180176
	Iteration 15F: 3 clusters Score -123963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 198252 members 
Mstep: Class 3 contains 664 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 699 members 
Mstep: Class 7 contains 23643 members 
Mstep: Class 8 contains 1914 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 16281 members 
Mstep: Class 15 contains 252718 members 
Mstep: Class 16 contains 17366 members 
Mstep: Class 17 contains 43669 members 
Mstep: Class 18 contains 43852 members 
Mstep: Class 19 contains 1247 members 
Mstep: Class 20 contains 1139 members 
Mstep: Class 21 contains 18411 members 
Entering Unmasked Estep 
Score: -70746904.000000 Penalty: 53003.992188
Splitting cluster 4 changes total score from -70747344.000000 to -70746904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -77305.507812 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -77305.51 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 366 members 
Entering Unmasked Estep 
Score: -75597.648438 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -75597.65 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75798.148438 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -75798.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75849.234375 Penalty: 3248.626709
	Iteration 2Q: 3 clusters Score -75849.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -75876.234375 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -75876.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75887.921875 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -75887.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75890.085938 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -75890.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75890.921875 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -75890.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75893.429688 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -75893.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75895.960938 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -75895.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75902.601562 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -75902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75904.351562 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -75904.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75904.351562 Penalty: 3248.626709
	Iteration 11F: 3 clusters Score -75904.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Entering Unmasked Estep 
Score: -2682738.000000 Penalty: 2497.563965
	Iteration 0F: 2 clusters Score -2682738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2666336.000000 Penalty: 4995.127930
	Iteration 0F: 3 clusters Score -2666336 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2671951.250000 Penalty: 4995.127930
	Iteration 1F: 3 clusters Score -2671951 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2672367.250000 Penalty: 4995.127930
	Iteration 2F: 3 clusters Score -2672367 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2672767.000000 Penalty: 4995.127930
	Iteration 3Q: 3 clusters Score -2672767 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2673201.750000 Penalty: 4995.127930
	Iteration 4Q: 3 clusters Score -2673202 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2673743.750000 Penalty: 4995.127930
	Iteration 5Q: 3 clusters Score -2673744 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2674373.500000 Penalty: 4995.127930
	Iteration 6Q: 3 clusters Score -2674374 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2675137.500000 Penalty: 4995.127930
	Iteration 7F: 3 clusters Score -2675138 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2675913.500000 Penalty: 4995.127930
	Iteration 8F: 3 clusters Score -2675914 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2676677.000000 Penalty: 4995.127930
	Iteration 9F: 3 clusters Score -2676677 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2677351.750000 Penalty: 4995.127930
	Iteration 10F: 3 clusters Score -2677352 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2677863.250000 Penalty: 4995.127930
	Iteration 11Q: 3 clusters Score -2677863 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2678228.500000 Penalty: 4995.127930
	Iteration 12Q: 3 clusters Score -2678228 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2678495.250000 Penalty: 4995.127930
	Iteration 13Q: 3 clusters Score -2678495 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2678682.750000 Penalty: 4995.127930
	Iteration 14Q: 3 clusters Score -2678683 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2678801.500000 Penalty: 4995.127930
	Iteration 15Q: 3 clusters Score -2678802 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2678920.500000 Penalty: 4995.127930
	Iteration 16Q: 3 clusters Score -2678920 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2679037.500000 Penalty: 4995.127930
	Iteration 17Q: 3 clusters Score -2679038 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2679123.500000 Penalty: 4995.127930
	Iteration 18Q: 3 clusters Score -2679124 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2679228.750000 Penalty: 4995.127930
	Iteration 19Q: 3 clusters Score -2679229 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2679340.500000 Penalty: 4995.127930
	Iteration 20F: 3 clusters Score -2679340 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2679450.750000 Penalty: 4995.127930
	Iteration 21Q: 3 clusters Score -2679451 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2679565.750000 Penalty: 4995.127930
	Iteration 22Q: 3 clusters Score -2679566 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2679678.500000 Penalty: 4995.127930
	Iteration 23Q: 3 clusters Score -2679678 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2679778.250000 Penalty: 4995.127930
	Iteration 24Q: 3 clusters Score -2679778 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2679883.750000 Penalty: 4995.127930
	Iteration 25Q: 3 clusters Score -2679884 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2680012.250000 Penalty: 4995.127930
	Iteration 26Q: 3 clusters Score -2680012 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2680164.750000 Penalty: 4995.127930
	Iteration 27Q: 3 clusters Score -2680165 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2680285.000000 Penalty: 4995.127930
	Iteration 28Q: 3 clusters Score -2680285 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2680390.000000 Penalty: 4995.127930
	Iteration 29Q: 3 clusters Score -2680390 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2680470.250000 Penalty: 4995.127930
	Iteration 30Q: 3 clusters Score -2680470 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2680515.000000 Penalty: 4995.127930
	Iteration 31Q: 3 clusters Score -2680515 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2680566.000000 Penalty: 4995.127930
	Iteration 32Q: 3 clusters Score -2680566 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2680596.750000 Penalty: 4995.127930
	Iteration 33Q: 3 clusters Score -2680597 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2680631.250000 Penalty: 4995.127930
	Iteration 34Q: 3 clusters Score -2680631 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2680659.250000 Penalty: 4995.127930
	Iteration 35Q: 3 clusters Score -2680659 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2680692.500000 Penalty: 4995.127930
	Iteration 36Q: 3 clusters Score -2680692 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2680701.250000 Penalty: 4995.127930
	Iteration 37Q: 3 clusters Score -2680701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2680722.000000 Penalty: 4995.127930
	Iteration 38Q: 3 clusters Score -2680722 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2680723.500000 Penalty: 4995.127930
	Iteration 39Q: 3 clusters Score -2680724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2680741.250000 Penalty: 4995.127930
	Iteration 40F: 3 clusters Score -2680741 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2680756.250000 Penalty: 4995.127930
	Iteration 41Q: 3 clusters Score -2680756 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2680770.500000 Penalty: 4995.127930
	Iteration 42Q: 3 clusters Score -2680770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2680778.000000 Penalty: 4995.127930
	Iteration 43Q: 3 clusters Score -2680778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2680793.000000 Penalty: 4995.127930
	Iteration 44Q: 3 clusters Score -2680793 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2680803.500000 Penalty: 4995.127930
	Iteration 45Q: 3 clusters Score -2680804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2680812.500000 Penalty: 4995.127930
	Iteration 46Q: 3 clusters Score -2680812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2680824.250000 Penalty: 4995.127930
	Iteration 47Q: 3 clusters Score -2680824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2680822.250000 Penalty: 4995.127930
	Iteration 48Q: 3 clusters Score -2680822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2680819.750000 Penalty: 4995.127930
	Iteration 49Q: 3 clusters Score -2680820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2680832.750000 Penalty: 4995.127930
	Iteration 50Q: 3 clusters Score -2680833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2680830.500000 Penalty: 4995.127930
	Iteration 51Q: 3 clusters Score -2680830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2680834.750000 Penalty: 4995.127930
	Iteration 52Q: 3 clusters Score -2680835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2680832.000000 Penalty: 4995.127930
	Iteration 53Q: 3 clusters Score -2680832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2680834.250000 Penalty: 4995.127930
	Iteration 54Q: 3 clusters Score -2680834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2680825.250000 Penalty: 4995.127930
	Iteration 55Q: 3 clusters Score -2680825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2680835.750000 Penalty: 4995.127930
	Iteration 56Q: 3 clusters Score -2680836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2680851.500000 Penalty: 4995.127930
	Iteration 57Q: 3 clusters Score -2680852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2680849.000000 Penalty: 4995.127930
	Iteration 58Q: 3 clusters Score -2680849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2680850.500000 Penalty: 4995.127930
	Iteration 59Q: 3 clusters Score -2680850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2680861.000000 Penalty: 4995.127930
	Iteration 60F: 3 clusters Score -2680861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2680871.250000 Penalty: 4995.127930
	Iteration 61Q: 3 clusters Score -2680871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2680871.000000 Penalty: 4995.127930
	Iteration 62Q: 3 clusters Score -2680871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2680878.250000 Penalty: 4995.127930
	Iteration 63Q: 3 clusters Score -2680878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2680883.750000 Penalty: 4995.127930
	Iteration 64Q: 3 clusters Score -2680884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2680879.000000 Penalty: 4995.127930
	Iteration 65Q: 3 clusters Score -2680879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2680885.750000 Penalty: 4995.127930
	Iteration 66Q: 3 clusters Score -2680886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2680890.500000 Penalty: 4995.127930
	Iteration 67Q: 3 clusters Score -2680890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2680888.000000 Penalty: 4995.127930
	Iteration 68Q: 3 clusters Score -2680888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2680887.500000 Penalty: 4995.127930
	Iteration 69Q: 3 clusters Score -2680888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2680899.250000 Penalty: 4995.127930
	Iteration 70Q: 3 clusters Score -2680899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2680899.000000 Penalty: 4995.127930
	Iteration 71Q: 3 clusters Score -2680899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2680900.000000 Penalty: 4995.127930
	Iteration 72Q: 3 clusters Score -2680900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2680897.250000 Penalty: 4995.127930
	Iteration 73Q: 3 clusters Score -2680897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2680901.000000 Penalty: 4995.127930
	Iteration 74Q: 3 clusters Score -2680901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2680904.000000 Penalty: 4995.127930
	Iteration 75Q: 3 clusters Score -2680904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2680902.500000 Penalty: 4995.127930
	Iteration 76Q: 3 clusters Score -2680902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2680902.250000 Penalty: 4995.127930
	Iteration 77Q: 3 clusters Score -2680902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2680904.000000 Penalty: 4995.127930
	Iteration 78Q: 3 clusters Score -2680904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2680906.500000 Penalty: 4995.127930
	Iteration 79Q: 3 clusters Score -2680906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2680911.750000 Penalty: 4995.127930
	Iteration 80F: 3 clusters Score -2680912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2680915.750000 Penalty: 4995.127930
	Iteration 81Q: 3 clusters Score -2680916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2680921.500000 Penalty: 4995.127930
	Iteration 82Q: 3 clusters Score -2680922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2680925.250000 Penalty: 4995.127930
	Iteration 83Q: 3 clusters Score -2680925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2680922.500000 Penalty: 4995.127930
	Iteration 84Q: 3 clusters Score -2680922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2680922.750000 Penalty: 4995.127930
	Iteration 85Q: 3 clusters Score -2680923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2680919.500000 Penalty: 4995.127930
	Iteration 86Q: 3 clusters Score -2680920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2680918.500000 Penalty: 4995.127930
	Iteration 87Q: 3 clusters Score -2680918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2680920.000000 Penalty: 4995.127930
	Iteration 88Q: 3 clusters Score -2680920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2680918.000000 Penalty: 4995.127930
	Iteration 89Q: 3 clusters Score -2680918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2680927.000000 Penalty: 4995.127930
	Iteration 90Q: 3 clusters Score -2680927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2680926.750000 Penalty: 4995.127930
	Iteration 91Q: 3 clusters Score -2680927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2680931.750000 Penalty: 4995.127930
	Iteration 92Q: 3 clusters Score -2680932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2680935.750000 Penalty: 4995.127930
	Iteration 93Q: 3 clusters Score -2680936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2680937.000000 Penalty: 4995.127930
	Iteration 94Q: 3 clusters Score -2680937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2680936.000000 Penalty: 4995.127930
	Iteration 95Q: 3 clusters Score -2680936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2680935.500000 Penalty: 4995.127930
	Iteration 96Q: 3 clusters Score -2680936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2680933.500000 Penalty: 4995.127930
	Iteration 97Q: 3 clusters Score -2680934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2680936.750000 Penalty: 4995.127930
	Iteration 98Q: 3 clusters Score -2680937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2680944.500000 Penalty: 4995.127930
	Iteration 99Q: 3 clusters Score -2680944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2680949.250000 Penalty: 4995.127930
	Iteration 100F: 3 clusters Score -2680949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2680957.500000 Penalty: 4995.127930
	Iteration 101Q: 3 clusters Score -2680958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2680956.500000 Penalty: 4995.127930
	Iteration 102Q: 3 clusters Score -2680956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2680960.250000 Penalty: 4995.127930
	Iteration 103Q: 3 clusters Score -2680960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2680962.000000 Penalty: 4995.127930
	Iteration 104Q: 3 clusters Score -2680962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2680967.750000 Penalty: 4995.127930
	Iteration 105Q: 3 clusters Score -2680968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2680968.250000 Penalty: 4995.127930
	Iteration 106Q: 3 clusters Score -2680968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2680966.500000 Penalty: 4995.127930
	Iteration 107Q: 3 clusters Score -2680966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2680967.250000 Penalty: 4995.127930
	Iteration 108Q: 3 clusters Score -2680967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2680969.500000 Penalty: 4995.127930
	Iteration 109Q: 3 clusters Score -2680970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2680968.000000 Penalty: 4995.127930
	Iteration 110Q: 3 clusters Score -2680968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2680975.250000 Penalty: 4995.127930
	Iteration 111Q: 3 clusters Score -2680975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2680971.250000 Penalty: 4995.127930
	Iteration 112Q: 3 clusters Score -2680971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2680978.250000 Penalty: 4995.127930
	Iteration 113Q: 3 clusters Score -2680978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2680978.250000 Penalty: 4995.127930
	Iteration 114Q: 3 clusters Score -2680978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2680983.750000 Penalty: 4995.127930
	Iteration 115Q: 3 clusters Score -2680984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2680986.250000 Penalty: 4995.127930
	Iteration 116Q: 3 clusters Score -2680986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2680987.500000 Penalty: 4995.127930
	Iteration 117Q: 3 clusters Score -2680988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2680990.250000 Penalty: 4995.127930
	Iteration 118Q: 3 clusters Score -2680990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2680991.500000 Penalty: 4995.127930
	Iteration 119Q: 3 clusters Score -2680992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2680989.750000 Penalty: 4995.127930
	Iteration 120F: 3 clusters Score -2680990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2680993.750000 Penalty: 4995.127930
	Iteration 121Q: 3 clusters Score -2680994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2680989.250000 Penalty: 4995.127930
	Iteration 122Q: 3 clusters Score -2680989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2680994.250000 Penalty: 4995.127930
	Iteration 123Q: 3 clusters Score -2680994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2680994.500000 Penalty: 4995.127930
	Iteration 124Q: 3 clusters Score -2680994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2680996.250000 Penalty: 4995.127930
	Iteration 125Q: 3 clusters Score -2680996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2680999.750000 Penalty: 4995.127930
	Iteration 126Q: 3 clusters Score -2681000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2680996.250000 Penalty: 4995.127930
	Iteration 127Q: 3 clusters Score -2680996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2680996.250000 Penalty: 4995.127930
	Iteration 128Q: 3 clusters Score -2680996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2680998.500000 Penalty: 4995.127930
	Iteration 129Q: 3 clusters Score -2680998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2680998.250000 Penalty: 4995.127930
	Iteration 130Q: 3 clusters Score -2680998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2680995.750000 Penalty: 4995.127930
	Iteration 131Q: 3 clusters Score -2680996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2680995.000000 Penalty: 4995.127930
	Iteration 132Q: 3 clusters Score -2680995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2680995.000000 Penalty: 4995.127930
	Iteration 133F: 3 clusters Score -2680995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Entering Unmasked Estep 
Score: -207166.843750 Penalty: 1874.123779
	Iteration 0F: 2 clusters Score -207166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -204687.234375 Penalty: 3748.247559
	Iteration 0F: 3 clusters Score -204687.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -205262.218750 Penalty: 3748.247559
	Iteration 1F: 3 clusters Score -205262.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -205489.421875 Penalty: 3748.247559
	Iteration 2F: 3 clusters Score -205489.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -205667.093750 Penalty: 3748.247559
	Iteration 3F: 3 clusters Score -205667.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -205806.468750 Penalty: 3748.247559
	Iteration 4F: 3 clusters Score -205806.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -205911.609375 Penalty: 3748.247559
	Iteration 5Q: 3 clusters Score -205911.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -206024.046875 Penalty: 3748.247559
	Iteration 6Q: 3 clusters Score -206024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -206144.500000 Penalty: 3748.247559
	Iteration 7Q: 3 clusters Score -206144.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -206243.890625 Penalty: 3748.247559
	Iteration 8Q: 3 clusters Score -206243.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -206338.859375 Penalty: 3748.247559
	Iteration 9Q: 3 clusters Score -206338.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -206428.859375 Penalty: 3748.247559
	Iteration 10Q: 3 clusters Score -206428.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -206499.312500 Penalty: 3748.247559
	Iteration 11Q: 3 clusters Score -206499.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -206559.375000 Penalty: 3748.247559
	Iteration 12Q: 3 clusters Score -206559.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -206617.156250 Penalty: 3748.247559
	Iteration 13Q: 3 clusters Score -206617.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -206663.921875 Penalty: 3748.247559
	Iteration 14Q: 3 clusters Score -206663.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -206699.203125 Penalty: 3748.247559
	Iteration 15Q: 3 clusters Score -206699.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -206745.968750 Penalty: 3748.247559
	Iteration 16Q: 3 clusters Score -206746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -206811.937500 Penalty: 3748.247559
	Iteration 17Q: 3 clusters Score -206811.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -206903.312500 Penalty: 3748.247559
	Iteration 18Q: 3 clusters Score -206903.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -207078.953125 Penalty: 3748.247559
	Iteration 19Q: 3 clusters Score -207079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -207386.484375 Penalty: 3748.247559
	Iteration 20F: 3 clusters Score -207386.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -207750.687500 Penalty: 3748.247559
	Iteration 21Q: 3 clusters Score -207750.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -207994.390625 Penalty: 3748.247559
	Iteration 22Q: 3 clusters Score -207994.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -208062.796875 Penalty: 3748.247559
	Iteration 23Q: 3 clusters Score -208062.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -208152.500000 Penalty: 3748.247559
	Iteration 24Q: 3 clusters Score -208152.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -208345.109375 Penalty: 3748.247559
	Iteration 25Q: 3 clusters Score -208345.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -208698.890625 Penalty: 3748.247559
	Iteration 26Q: 3 clusters Score -208698.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -209141.250000 Penalty: 3748.247559
	Iteration 27Q: 3 clusters Score -209141.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -209228.828125 Penalty: 3748.247559
	Iteration 28Q: 3 clusters Score -209228.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -209243.531250 Penalty: 3748.247559
	Iteration 29Q: 3 clusters Score -209243.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -209250.906250 Penalty: 3748.247559
	Iteration 30Q: 3 clusters Score -209250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -209254.750000 Penalty: 3748.247559
	Iteration 31Q: 3 clusters Score -209254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -209256.703125 Penalty: 3748.247559
	Iteration 32Q: 3 clusters Score -209256.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -209258.343750 Penalty: 3748.247559
	Iteration 33Q: 3 clusters Score -209258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -209259.953125 Penalty: 3748.247559
	Iteration 34Q: 3 clusters Score -209260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -209261.406250 Penalty: 3748.247559
	Iteration 35Q: 3 clusters Score -209261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -209262.796875 Penalty: 3748.247559
	Iteration 36Q: 3 clusters Score -209262.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -209263.187500 Penalty: 3748.247559
	Iteration 37Q: 3 clusters Score -209263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -209263.875000 Penalty: 3748.247559
	Iteration 38Q: 3 clusters Score -209263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -209264.750000 Penalty: 3748.247559
	Iteration 39Q: 3 clusters Score -209264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -209270.500000 Penalty: 3748.247559
	Iteration 40F: 3 clusters Score -209270.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -209290.312500 Penalty: 3748.247559
	Iteration 41Q: 3 clusters Score -209290.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -209328.859375 Penalty: 3748.247559
	Iteration 42Q: 3 clusters Score -209328.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -209462.171875 Penalty: 3748.247559
	Iteration 43Q: 3 clusters Score -209462.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -209895.875000 Penalty: 3748.247559
	Iteration 44Q: 3 clusters Score -209895.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -209997.921875 Penalty: 3748.247559
	Iteration 45Q: 3 clusters Score -209997.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -210017.109375 Penalty: 3748.247559
	Iteration 46Q: 3 clusters Score -210017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -210025.281250 Penalty: 3748.247559
	Iteration 47Q: 3 clusters Score -210025.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -210025.281250 Penalty: 3748.247559
	Iteration 48F: 3 clusters Score -210025.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 198252 members 
Mstep: Class 3 contains 1002 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 699 members 
Mstep: Class 7 contains 23643 members 
Mstep: Class 8 contains 912 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 16281 members 
Mstep: Class 15 contains 252718 members 
Mstep: Class 16 contains 17366 members 
Mstep: Class 17 contains 43669 members 
Mstep: Class 18 contains 43852 members 
Mstep: Class 19 contains 1247 members 
Mstep: Class 20 contains 1139 members 
Mstep: Class 21 contains 18411 members 
Entering Unmasked Estep 
Score: -70749400.000000 Penalty: 53003.992188
Splitting cluster 8 changes total score from -70747344.000000 to -70749400.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 13 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -218790.218750 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -218790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -216152.625000 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -216152.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -217542.890625 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -217542.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -219700.937500 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -219700.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -221086.218750 Penalty: 3822.926025
	Iteration 3F: 3 clusters Score -221086.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -221654.687500 Penalty: 3822.926025
	Iteration 4F: 3 clusters Score -221654.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -222229.406250 Penalty: 3822.926025
	Iteration 5F: 3 clusters Score -222229.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -222961.328125 Penalty: 3822.926025
	Iteration 6F: 3 clusters Score -222961.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -223585.218750 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -223585.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -224549.796875 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -224549.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -224793.625000 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -224793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -224793.625000 Penalty: 3822.926025
	Iteration 10F: 3 clusters Score -224793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 198252 members 
Mstep: Class 3 contains 1002 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 699 members 
Mstep: Class 6 contains 1047 members 
Mstep: Class 7 contains 23643 members 
Mstep: Class 8 contains 912 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 16281 members 
Mstep: Class 15 contains 252718 members 
Mstep: Class 16 contains 17366 members 
Mstep: Class 17 contains 43669 members 
Mstep: Class 18 contains 43852 members 
Mstep: Class 19 contains 1247 members 
Mstep: Class 20 contains 1139 members 
Mstep: Class 21 contains 18411 members 
Entering Unmasked Estep 
Score: -70753856.000000 Penalty: 56316.738281
Splitting cluster 13 changes total score from -70747344.000000 to -70753856.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 14 (16281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Entering Unmasked Estep 
Score: -1884666.750000 Penalty: 2405.042969
	Iteration 0F: 2 clusters Score -1884667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1872872.750000 Penalty: 4810.085938
	Iteration 0F: 3 clusters Score -1872873 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1876849.125000 Penalty: 4810.085938
	Iteration 1F: 3 clusters Score -1876849 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1877434.250000 Penalty: 4810.085938
	Iteration 2F: 3 clusters Score -1877434 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1878115.500000 Penalty: 4810.085938
	Iteration 3F: 3 clusters Score -1878116 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1878932.000000 Penalty: 4810.085938
	Iteration 4F: 3 clusters Score -1878932 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1879918.750000 Penalty: 4810.085938
	Iteration 5F: 3 clusters Score -1879919 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1880954.000000 Penalty: 4810.085938
	Iteration 6F: 3 clusters Score -1880954 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1881867.625000 Penalty: 4810.085938
	Iteration 7F: 3 clusters Score -1881868 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1882510.125000 Penalty: 4810.085938
	Iteration 8Q: 3 clusters Score -1882510 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1882893.875000 Penalty: 4810.085938
	Iteration 9Q: 3 clusters Score -1882894 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1883142.125000 Penalty: 4810.085938
	Iteration 10Q: 3 clusters Score -1883142 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1883294.375000 Penalty: 4810.085938
	Iteration 11Q: 3 clusters Score -1883294 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1883376.750000 Penalty: 4810.085938
	Iteration 12Q: 3 clusters Score -1883377 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1883440.125000 Penalty: 4810.085938
	Iteration 13Q: 3 clusters Score -1883440 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1883509.375000 Penalty: 4810.085938
	Iteration 14Q: 3 clusters Score -1883509 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1883552.250000 Penalty: 4810.085938
	Iteration 15Q: 3 clusters Score -1883552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1883578.125000 Penalty: 4810.085938
	Iteration 16Q: 3 clusters Score -1883578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1883593.875000 Penalty: 4810.085938
	Iteration 17Q: 3 clusters Score -1883594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1883611.625000 Penalty: 4810.085938
	Iteration 18Q: 3 clusters Score -1883612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1883626.375000 Penalty: 4810.085938
	Iteration 19Q: 3 clusters Score -1883626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1883627.375000 Penalty: 4810.085938
	Iteration 20F: 3 clusters Score -1883627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1883631.625000 Penalty: 4810.085938
	Iteration 21Q: 3 clusters Score -1883632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1883635.750000 Penalty: 4810.085938
	Iteration 22Q: 3 clusters Score -1883636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1883637.750000 Penalty: 4810.085938
	Iteration 23Q: 3 clusters Score -1883638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1883639.625000 Penalty: 4810.085938
	Iteration 24Q: 3 clusters Score -1883640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1883639.500000 Penalty: 4810.085938
	Iteration 25Q: 3 clusters Score -1883640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1883640.875000 Penalty: 4810.085938
	Iteration 26Q: 3 clusters Score -1883641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1883642.250000 Penalty: 4810.085938
	Iteration 27Q: 3 clusters Score -1883642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1883642.375000 Penalty: 4810.085938
	Iteration 28Q: 3 clusters Score -1883642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1883638.750000 Penalty: 4810.085938
	Iteration 29Q: 3 clusters Score -1883639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1883638.625000 Penalty: 4810.085938
	Iteration 30Q: 3 clusters Score -1883639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1883640.750000 Penalty: 4810.085938
	Iteration 31Q: 3 clusters Score -1883641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1883640.750000 Penalty: 4810.085938
	Iteration 32F: 3 clusters Score -1883641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (252718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252718 members 
Entering Unmasked Estep 
Score: -28752262.000000 Penalty: 3085.127197
	Iteration 0F: 2 clusters Score -2.875226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126251 members 
Mstep: Class 2 contains 126467 members 
Entering Unmasked Estep 
Score: -28590584.000000 Penalty: 6170.254395
	Iteration 0F: 3 clusters Score -2.859058e+07 nChanged 122241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124334 members 
Mstep: Class 2 contains 128384 members 
Entering Unmasked Estep 
Score: -28663196.000000 Penalty: 6170.254395
	Iteration 1F: 3 clusters Score -2.86632e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123162 members 
Mstep: Class 2 contains 129556 members 
Entering Unmasked Estep 
Score: -28664988.000000 Penalty: 6170.254395
	Iteration 2Q: 3 clusters Score -2.866499e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121141 members 
Mstep: Class 2 contains 131577 members 
Entering Unmasked Estep 
Score: -28667468.000000 Penalty: 6170.254395
	Iteration 3Q: 3 clusters Score -2.866747e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117656 members 
Mstep: Class 2 contains 135062 members 
Entering Unmasked Estep 
Score: -28670520.000000 Penalty: 6170.254395
	Iteration 4Q: 3 clusters Score -2.867052e+07 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111896 members 
Mstep: Class 2 contains 140822 members 
Entering Unmasked Estep 
Score: -28675274.000000 Penalty: 6170.254395
	Iteration 5Q: 3 clusters Score -2.867527e+07 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 149432 members 
Entering Unmasked Estep 
Score: -28681894.000000 Penalty: 6170.254395
	Iteration 6F: 3 clusters Score -2.868189e+07 nChanged 15115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 161117 members 
Entering Unmasked Estep 
Score: -28691004.000000 Penalty: 6170.254395
	Iteration 7F: 3 clusters Score -2.8691e+07 nChanged 16409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77500 members 
Mstep: Class 2 contains 175218 members 
Entering Unmasked Estep 
Score: -28702870.000000 Penalty: 6170.254395
	Iteration 8F: 3 clusters Score -2.870287e+07 nChanged 16447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 190003 members 
Entering Unmasked Estep 
Score: -28716134.000000 Penalty: 6170.254395
	Iteration 9F: 3 clusters Score -2.871613e+07 nChanged 14170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 202871 members 
Entering Unmasked Estep 
Score: -28726784.000000 Penalty: 6170.254395
	Iteration 10F: 3 clusters Score -2.872678e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 212910 members 
Entering Unmasked Estep 
Score: -28733750.000000 Penalty: 6170.254395
	Iteration 11Q: 3 clusters Score -2.873375e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 220671 members 
Entering Unmasked Estep 
Score: -28738160.000000 Penalty: 6170.254395
	Iteration 12Q: 3 clusters Score -2.873816e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 226806 members 
Entering Unmasked Estep 
Score: -28741410.000000 Penalty: 6170.254395
	Iteration 13Q: 3 clusters Score -2.874141e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 231830 members 
Entering Unmasked Estep 
Score: -28744338.000000 Penalty: 6170.254395
	Iteration 14Q: 3 clusters Score -2.874434e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 235871 members 
Entering Unmasked Estep 
Score: -28746392.000000 Penalty: 6170.254395
	Iteration 15Q: 3 clusters Score -2.874639e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 238922 members 
Entering Unmasked Estep 
Score: -28748192.000000 Penalty: 6170.254395
	Iteration 16Q: 3 clusters Score -2.874819e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 241252 members 
Entering Unmasked Estep 
Score: -28749324.000000 Penalty: 6170.254395
	Iteration 17Q: 3 clusters Score -2.874932e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 243045 members 
Entering Unmasked Estep 
Score: -28750340.000000 Penalty: 6170.254395
	Iteration 18Q: 3 clusters Score -2.875034e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 244372 members 
Entering Unmasked Estep 
Score: -28751022.000000 Penalty: 6170.254395
	Iteration 19Q: 3 clusters Score -2.875102e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 245367 members 
Entering Unmasked Estep 
Score: -28751532.000000 Penalty: 6170.254395
	Iteration 20F: 3 clusters Score -2.875153e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 246095 members 
Entering Unmasked Estep 
Score: -28751826.000000 Penalty: 6170.254395
	Iteration 21Q: 3 clusters Score -2.875183e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 246649 members 
Entering Unmasked Estep 
Score: -28751996.000000 Penalty: 6170.254395
	Iteration 22Q: 3 clusters Score -2.8752e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 247053 members 
Entering Unmasked Estep 
Score: -28752022.000000 Penalty: 6170.254395
	Iteration 23Q: 3 clusters Score -2.875202e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 247358 members 
Entering Unmasked Estep 
Score: -28752124.000000 Penalty: 6170.254395
	Iteration 24Q: 3 clusters Score -2.875212e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 247592 members 
Entering Unmasked Estep 
Score: -28752096.000000 Penalty: 6170.254395
	Iteration 25Q: 3 clusters Score -2.87521e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 247782 members 
Entering Unmasked Estep 
Score: -28752088.000000 Penalty: 6170.254395
	Iteration 26Q: 3 clusters Score -2.875209e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 247928 members 
Entering Unmasked Estep 
Score: -28752138.000000 Penalty: 6170.254395
	Iteration 27Q: 3 clusters Score -2.875214e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 248054 members 
Entering Unmasked Estep 
Score: -28752114.000000 Penalty: 6170.254395
	Iteration 28Q: 3 clusters Score -2.875211e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 248149 members 
Entering Unmasked Estep 
Score: -28752132.000000 Penalty: 6170.254395
	Iteration 29Q: 3 clusters Score -2.875213e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 248220 members 
Entering Unmasked Estep 
Score: -28752144.000000 Penalty: 6170.254395
	Iteration 30Q: 3 clusters Score -2.875214e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 248286 members 
Entering Unmasked Estep 
Score: -28752146.000000 Penalty: 6170.254395
	Iteration 31Q: 3 clusters Score -2.875215e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 248343 members 
Entering Unmasked Estep 
Score: -28752132.000000 Penalty: 6170.254395
	Iteration 32Q: 3 clusters Score -2.875213e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 248394 members 
Entering Unmasked Estep 
Score: -28752138.000000 Penalty: 6170.254395
	Iteration 33Q: 3 clusters Score -2.875214e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 248441 members 
Entering Unmasked Estep 
Score: -28752108.000000 Penalty: 6170.254395
	Iteration 34Q: 3 clusters Score -2.875211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 248481 members 
Entering Unmasked Estep 
Score: -28752130.000000 Penalty: 6170.254395
	Iteration 35Q: 3 clusters Score -2.875213e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 248507 members 
Entering Unmasked Estep 
Score: -28752094.000000 Penalty: 6170.254395
	Iteration 36Q: 3 clusters Score -2.875209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 248526 members 
Entering Unmasked Estep 
Score: -28752124.000000 Penalty: 6170.254395
	Iteration 37Q: 3 clusters Score -2.875212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 248542 members 
Entering Unmasked Estep 
Score: -28752134.000000 Penalty: 6170.254395
	Iteration 38Q: 3 clusters Score -2.875213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 248554 members 
Entering Unmasked Estep 
Score: -28752130.000000 Penalty: 6170.254395
	Iteration 39Q: 3 clusters Score -2.875213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 248563 members 
Entering Unmasked Estep 
Score: -28752120.000000 Penalty: 6170.254395
	Iteration 40F: 3 clusters Score -2.875212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 248574 members 
Entering Unmasked Estep 
Score: -28752150.000000 Penalty: 6170.254395
	Iteration 41Q: 3 clusters Score -2.875215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 248583 members 
Entering Unmasked Estep 
Score: -28752148.000000 Penalty: 6170.254395
	Iteration 42Q: 3 clusters Score -2.875215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 248595 members 
Entering Unmasked Estep 
Score: -28752156.000000 Penalty: 6170.254395
	Iteration 43Q: 3 clusters Score -2.875216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 248605 members 
Entering Unmasked Estep 
Score: -28752142.000000 Penalty: 6170.254395
	Iteration 44Q: 3 clusters Score -2.875214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 248618 members 
Entering Unmasked Estep 
Score: -28752144.000000 Penalty: 6170.254395
	Iteration 45Q: 3 clusters Score -2.875214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 248633 members 
Entering Unmasked Estep 
Score: -28752138.000000 Penalty: 6170.254395
	Iteration 46Q: 3 clusters Score -2.875214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 248637 members 
Entering Unmasked Estep 
Score: -28752154.000000 Penalty: 6170.254395
	Iteration 47Q: 3 clusters Score -2.875215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 248643 members 
Entering Unmasked Estep 
Score: -28752154.000000 Penalty: 6170.254395
	Iteration 48Q: 3 clusters Score -2.875215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 248652 members 
Entering Unmasked Estep 
Score: -28752120.000000 Penalty: 6170.254395
	Iteration 49Q: 3 clusters Score -2.875212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 248657 members 
Entering Unmasked Estep 
Score: -28752148.000000 Penalty: 6170.254395
	Iteration 50Q: 3 clusters Score -2.875215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 248658 members 
Entering Unmasked Estep 
Score: -28752146.000000 Penalty: 6170.254395
	Iteration 51Q: 3 clusters Score -2.875215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 248659 members 
Entering Unmasked Estep 
Score: -28752152.000000 Penalty: 6170.254395
	Iteration 52Q: 3 clusters Score -2.875215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 248660 members 
Entering Unmasked Estep 
Score: -28752138.000000 Penalty: 6170.254395
	Iteration 53Q: 3 clusters Score -2.875214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 248661 members 
Entering Unmasked Estep 
Score: -28752144.000000 Penalty: 6170.254395
	Iteration 54Q: 3 clusters Score -2.875214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 248662 members 
Entering Unmasked Estep 
Score: -28752156.000000 Penalty: 6170.254395
	Iteration 55Q: 3 clusters Score -2.875216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 248665 members 
Entering Unmasked Estep 
Score: -28752154.000000 Penalty: 6170.254395
	Iteration 56Q: 3 clusters Score -2.875215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 248665 members 
Entering Unmasked Estep 
Score: -28752154.000000 Penalty: 6170.254395
	Iteration 57F: 3 clusters Score -2.875215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Entering Unmasked Estep 
Score: -2010106.750000 Penalty: 2421.042969
	Iteration 0F: 2 clusters Score -2010107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1997752.125000 Penalty: 4842.085938
	Iteration 0F: 3 clusters Score -1997752 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2001858.625000 Penalty: 4842.085938
	Iteration 1F: 3 clusters Score -2001859 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2002418.125000 Penalty: 4842.085938
	Iteration 2F: 3 clusters Score -2002418 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2002996.375000 Penalty: 4842.085938
	Iteration 3F: 3 clusters Score -2002996 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2003676.625000 Penalty: 4842.085938
	Iteration 4F: 3 clusters Score -2003677 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2004500.500000 Penalty: 4842.085938
	Iteration 5F: 3 clusters Score -2004500 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2005469.125000 Penalty: 4842.085938
	Iteration 6F: 3 clusters Score -2005469 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2006492.125000 Penalty: 4842.085938
	Iteration 7F: 3 clusters Score -2006492 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2007447.750000 Penalty: 4842.085938
	Iteration 8F: 3 clusters Score -2007448 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2008115.875000 Penalty: 4842.085938
	Iteration 9Q: 3 clusters Score -2008116 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2008554.625000 Penalty: 4842.085938
	Iteration 10Q: 3 clusters Score -2008555 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2008839.250000 Penalty: 4842.085938
	Iteration 11Q: 3 clusters Score -2008839 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2008965.500000 Penalty: 4842.085938
	Iteration 12Q: 3 clusters Score -2008966 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2009054.625000 Penalty: 4842.085938
	Iteration 13Q: 3 clusters Score -2009055 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2009115.000000 Penalty: 4842.085938
	Iteration 14Q: 3 clusters Score -2009115 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2009141.500000 Penalty: 4842.085938
	Iteration 15Q: 3 clusters Score -2009142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2009151.750000 Penalty: 4842.085938
	Iteration 16Q: 3 clusters Score -2009152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2009160.125000 Penalty: 4842.085938
	Iteration 17Q: 3 clusters Score -2009160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2009162.875000 Penalty: 4842.085938
	Iteration 18Q: 3 clusters Score -2009163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2009163.500000 Penalty: 4842.085938
	Iteration 19Q: 3 clusters Score -2009164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2009162.125000 Penalty: 4842.085938
	Iteration 20F: 3 clusters Score -2009162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2009164.625000 Penalty: 4842.085938
	Iteration 21Q: 3 clusters Score -2009165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2009165.500000 Penalty: 4842.085938
	Iteration 22Q: 3 clusters Score -2009166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2009169.125000 Penalty: 4842.085938
	Iteration 23Q: 3 clusters Score -2009169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2009170.625000 Penalty: 4842.085938
	Iteration 24Q: 3 clusters Score -2009171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2009172.125000 Penalty: 4842.085938
	Iteration 25Q: 3 clusters Score -2009172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2009172.125000 Penalty: 4842.085938
	Iteration 26F: 3 clusters Score -2009172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Entering Unmasked Estep 
Score: -4858024.500000 Penalty: 2649.729736
	Iteration 0F: 2 clusters Score -4858024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -4828636.500000 Penalty: 5299.459473
	Iteration 0F: 3 clusters Score -4828636 nChanged 19943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -4840606.500000 Penalty: 5299.459473
	Iteration 1F: 3 clusters Score -4840606 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -4842759.000000 Penalty: 5299.459473
	Iteration 2F: 3 clusters Score -4842759 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -4845779.500000 Penalty: 5299.459473
	Iteration 3F: 3 clusters Score -4845780 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -4849084.000000 Penalty: 5299.459473
	Iteration 4F: 3 clusters Score -4849084 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4851804.500000 Penalty: 5299.459473
	Iteration 5F: 3 clusters Score -4851804 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4853236.000000 Penalty: 5299.459473
	Iteration 6F: 3 clusters Score -4853236 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -4853802.500000 Penalty: 5299.459473
	Iteration 7Q: 3 clusters Score -4853802 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -4854013.000000 Penalty: 5299.459473
	Iteration 8Q: 3 clusters Score -4854013 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -4854070.000000 Penalty: 5299.459473
	Iteration 9Q: 3 clusters Score -4854070 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -4854123.500000 Penalty: 5299.459473
	Iteration 10Q: 3 clusters Score -4854124 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -4854151.000000 Penalty: 5299.459473
	Iteration 11Q: 3 clusters Score -4854151 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -4854168.000000 Penalty: 5299.459473
	Iteration 12Q: 3 clusters Score -4854168 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -4854172.000000 Penalty: 5299.459473
	Iteration 13Q: 3 clusters Score -4854172 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -4854184.000000 Penalty: 5299.459473
	Iteration 14Q: 3 clusters Score -4854184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4854183.500000 Penalty: 5299.459473
	Iteration 15Q: 3 clusters Score -4854184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -4854191.500000 Penalty: 5299.459473
	Iteration 16Q: 3 clusters Score -4854192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4854201.500000 Penalty: 5299.459473
	Iteration 17Q: 3 clusters Score -4854202 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -4854206.000000 Penalty: 5299.459473
	Iteration 18Q: 3 clusters Score -4854206 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -4854212.500000 Penalty: 5299.459473
	Iteration 19Q: 3 clusters Score -4854212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -4854212.000000 Penalty: 5299.459473
	Iteration 20F: 3 clusters Score -4854212 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -4854224.000000 Penalty: 5299.459473
	Iteration 21Q: 3 clusters Score -4854224 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4854233.000000 Penalty: 5299.459473
	Iteration 22Q: 3 clusters Score -4854233 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -4854253.000000 Penalty: 5299.459473
	Iteration 23Q: 3 clusters Score -4854253 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4854265.500000 Penalty: 5299.459473
	Iteration 24Q: 3 clusters Score -4854266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -4854269.500000 Penalty: 5299.459473
	Iteration 25Q: 3 clusters Score -4854270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -4854274.500000 Penalty: 5299.459473
	Iteration 26Q: 3 clusters Score -4854274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -4854260.500000 Penalty: 5299.459473
	Iteration 27Q: 3 clusters Score -4854260 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -4854264.500000 Penalty: 5299.459473
	Iteration 28Q: 3 clusters Score -4854264 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -4854270.500000 Penalty: 5299.459473
	Iteration 29Q: 3 clusters Score -4854270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -4854273.000000 Penalty: 5299.459473
	Iteration 30Q: 3 clusters Score -4854273 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -4854296.000000 Penalty: 5299.459473
	Iteration 31Q: 3 clusters Score -4854296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -4854284.500000 Penalty: 5299.459473
	Iteration 32Q: 3 clusters Score -4854284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -4854294.500000 Penalty: 5299.459473
	Iteration 33Q: 3 clusters Score -4854294 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4854293.000000 Penalty: 5299.459473
	Iteration 34Q: 3 clusters Score -4854293 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -4854291.000000 Penalty: 5299.459473
	Iteration 35Q: 3 clusters Score -4854291 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4854319.500000 Penalty: 5299.459473
	Iteration 36Q: 3 clusters Score -4854320 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -4854342.000000 Penalty: 5299.459473
	Iteration 37Q: 3 clusters Score -4854342 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4854335.500000 Penalty: 5299.459473
	Iteration 38Q: 3 clusters Score -4854336 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4854359.500000 Penalty: 5299.459473
	Iteration 39Q: 3 clusters Score -4854360 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -4854384.500000 Penalty: 5299.459473
	Iteration 40F: 3 clusters Score -4854384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -4854388.500000 Penalty: 5299.459473
	Iteration 41Q: 3 clusters Score -4854388 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -4854397.000000 Penalty: 5299.459473
	Iteration 42Q: 3 clusters Score -4854397 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -4854403.000000 Penalty: 5299.459473
	Iteration 43Q: 3 clusters Score -4854403 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -4854415.000000 Penalty: 5299.459473
	Iteration 44Q: 3 clusters Score -4854415 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -4854434.500000 Penalty: 5299.459473
	Iteration 45Q: 3 clusters Score -4854434 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -4854454.000000 Penalty: 5299.459473
	Iteration 46Q: 3 clusters Score -4854454 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -4854474.000000 Penalty: 5299.459473
	Iteration 47Q: 3 clusters Score -4854474 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -4854504.500000 Penalty: 5299.459473
	Iteration 48Q: 3 clusters Score -4854504 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -4854512.000000 Penalty: 5299.459473
	Iteration 49Q: 3 clusters Score -4854512 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -4854513.000000 Penalty: 5299.459473
	Iteration 50Q: 3 clusters Score -4854513 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -4854548.000000 Penalty: 5299.459473
	Iteration 51Q: 3 clusters Score -4854548 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -4854555.500000 Penalty: 5299.459473
	Iteration 52Q: 3 clusters Score -4854556 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -4854570.000000 Penalty: 5299.459473
	Iteration 53Q: 3 clusters Score -4854570 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -4854611.500000 Penalty: 5299.459473
	Iteration 54Q: 3 clusters Score -4854612 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -4854626.000000 Penalty: 5299.459473
	Iteration 55Q: 3 clusters Score -4854626 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -4854644.500000 Penalty: 5299.459473
	Iteration 56Q: 3 clusters Score -4854644 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -4854683.000000 Penalty: 5299.459473
	Iteration 57Q: 3 clusters Score -4854683 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -4854724.000000 Penalty: 5299.459473
	Iteration 58Q: 3 clusters Score -4854724 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -4854792.000000 Penalty: 5299.459473
	Iteration 59Q: 3 clusters Score -4854792 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -4854917.500000 Penalty: 5299.459473
	Iteration 60F: 3 clusters Score -4854918 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -4855266.000000 Penalty: 5299.459473
	Iteration 61Q: 3 clusters Score -4855266 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -4856221.000000 Penalty: 5299.459473
	Iteration 62Q: 3 clusters Score -4856221 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -4857153.500000 Penalty: 5299.459473
	Iteration 63Q: 3 clusters Score -4857154 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -4857278.500000 Penalty: 5299.459473
	Iteration 64Q: 3 clusters Score -4857278 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -4857286.000000 Penalty: 5299.459473
	Iteration 65Q: 3 clusters Score -4857286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -4857312.500000 Penalty: 5299.459473
	Iteration 66Q: 3 clusters Score -4857312 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -4857322.500000 Penalty: 5299.459473
	Iteration 67Q: 3 clusters Score -4857322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -4857334.500000 Penalty: 5299.459473
	Iteration 68Q: 3 clusters Score -4857334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -4857349.500000 Penalty: 5299.459473
	Iteration 69Q: 3 clusters Score -4857350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -4857348.000000 Penalty: 5299.459473
	Iteration 70Q: 3 clusters Score -4857348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -4857362.500000 Penalty: 5299.459473
	Iteration 71Q: 3 clusters Score -4857362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -4857381.500000 Penalty: 5299.459473
	Iteration 72Q: 3 clusters Score -4857382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -4857385.500000 Penalty: 5299.459473
	Iteration 73Q: 3 clusters Score -4857386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -4857393.500000 Penalty: 5299.459473
	Iteration 74Q: 3 clusters Score -4857394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -4857390.000000 Penalty: 5299.459473
	Iteration 75Q: 3 clusters Score -4857390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -4857401.500000 Penalty: 5299.459473
	Iteration 76Q: 3 clusters Score -4857402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -4857402.500000 Penalty: 5299.459473
	Iteration 77Q: 3 clusters Score -4857402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -4857403.500000 Penalty: 5299.459473
	Iteration 78Q: 3 clusters Score -4857404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -4857410.500000 Penalty: 5299.459473
	Iteration 79Q: 3 clusters Score -4857410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -4857407.500000 Penalty: 5299.459473
	Iteration 80F: 3 clusters Score -4857408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -4857408.500000 Penalty: 5299.459473
	Iteration 81Q: 3 clusters Score -4857408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -4857407.500000 Penalty: 5299.459473
	Iteration 82Q: 3 clusters Score -4857408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -4857407.500000 Penalty: 5299.459473
	Iteration 83Q: 3 clusters Score -4857408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -4857409.500000 Penalty: 5299.459473
	Iteration 84Q: 3 clusters Score -4857410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -4857414.000000 Penalty: 5299.459473
	Iteration 85Q: 3 clusters Score -4857414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -4857407.500000 Penalty: 5299.459473
	Iteration 86Q: 3 clusters Score -4857408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -4857413.500000 Penalty: 5299.459473
	Iteration 87Q: 3 clusters Score -4857414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -4857414.000000 Penalty: 5299.459473
	Iteration 88Q: 3 clusters Score -4857414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -4857424.500000 Penalty: 5299.459473
	Iteration 89Q: 3 clusters Score -4857424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -4857424.500000 Penalty: 5299.459473
	Iteration 90Q: 3 clusters Score -4857424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -4857425.500000 Penalty: 5299.459473
	Iteration 91Q: 3 clusters Score -4857426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -4857428.000000 Penalty: 5299.459473
	Iteration 92Q: 3 clusters Score -4857428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -4857422.500000 Penalty: 5299.459473
	Iteration 93Q: 3 clusters Score -4857422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -4857424.500000 Penalty: 5299.459473
	Iteration 94Q: 3 clusters Score -4857424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -4857427.000000 Penalty: 5299.459473
	Iteration 95Q: 3 clusters Score -4857427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -4857429.500000 Penalty: 5299.459473
	Iteration 96Q: 3 clusters Score -4857430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4857437.500000 Penalty: 5299.459473
	Iteration 97Q: 3 clusters Score -4857438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -4857440.000000 Penalty: 5299.459473
	Iteration 98Q: 3 clusters Score -4857440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -4857442.000000 Penalty: 5299.459473
	Iteration 99Q: 3 clusters Score -4857442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -4857434.500000 Penalty: 5299.459473
	Iteration 100F: 3 clusters Score -4857434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -4857428.500000 Penalty: 5299.459473
	Iteration 101Q: 3 clusters Score -4857428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -4857430.500000 Penalty: 5299.459473
	Iteration 102Q: 3 clusters Score -4857430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -4857430.500000 Penalty: 5299.459473
	Iteration 103F: 3 clusters Score -4857430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Entering Unmasked Estep 
Score: -5022752.000000 Penalty: 2650.766846
	Iteration 0F: 2 clusters Score -5022752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -4993193.000000 Penalty: 5301.533691
	Iteration 0F: 3 clusters Score -4993193 nChanged 20107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -5004106.500000 Penalty: 5301.533691
	Iteration 1F: 3 clusters Score -5004106 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -5004637.500000 Penalty: 5301.533691
	Iteration 2Q: 3 clusters Score -5004638 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -5005098.500000 Penalty: 5301.533691
	Iteration 3Q: 3 clusters Score -5005098 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -5005627.000000 Penalty: 5301.533691
	Iteration 4Q: 3 clusters Score -5005627 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -5006142.500000 Penalty: 5301.533691
	Iteration 5Q: 3 clusters Score -5006142 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -5006760.500000 Penalty: 5301.533691
	Iteration 6Q: 3 clusters Score -5006760 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -5007477.500000 Penalty: 5301.533691
	Iteration 7Q: 3 clusters Score -5007478 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -5008352.000000 Penalty: 5301.533691
	Iteration 8Q: 3 clusters Score -5008352 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -5009280.000000 Penalty: 5301.533691
	Iteration 9Q: 3 clusters Score -5009280 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -5010178.500000 Penalty: 5301.533691
	Iteration 10Q: 3 clusters Score -5010178 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -5010920.000000 Penalty: 5301.533691
	Iteration 11Q: 3 clusters Score -5010920 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -5011578.000000 Penalty: 5301.533691
	Iteration 12Q: 3 clusters Score -5011578 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -5012162.500000 Penalty: 5301.533691
	Iteration 13Q: 3 clusters Score -5012162 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -5012756.500000 Penalty: 5301.533691
	Iteration 14Q: 3 clusters Score -5012756 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -5013282.500000 Penalty: 5301.533691
	Iteration 15Q: 3 clusters Score -5013282 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -5013775.500000 Penalty: 5301.533691
	Iteration 16Q: 3 clusters Score -5013776 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -5014208.000000 Penalty: 5301.533691
	Iteration 17Q: 3 clusters Score -5014208 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -5014582.500000 Penalty: 5301.533691
	Iteration 18Q: 3 clusters Score -5014582 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -5014933.000000 Penalty: 5301.533691
	Iteration 19Q: 3 clusters Score -5014933 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -5015205.000000 Penalty: 5301.533691
	Iteration 20F: 3 clusters Score -5015205 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -5015513.500000 Penalty: 5301.533691
	Iteration 21Q: 3 clusters Score -5015514 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -5015771.000000 Penalty: 5301.533691
	Iteration 22Q: 3 clusters Score -5015771 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -5016054.000000 Penalty: 5301.533691
	Iteration 23Q: 3 clusters Score -5016054 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -5016271.000000 Penalty: 5301.533691
	Iteration 24Q: 3 clusters Score -5016271 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -5016456.500000 Penalty: 5301.533691
	Iteration 25Q: 3 clusters Score -5016456 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -5016674.000000 Penalty: 5301.533691
	Iteration 26Q: 3 clusters Score -5016674 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -5016896.500000 Penalty: 5301.533691
	Iteration 27Q: 3 clusters Score -5016896 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -5017082.500000 Penalty: 5301.533691
	Iteration 28Q: 3 clusters Score -5017082 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -5017240.500000 Penalty: 5301.533691
	Iteration 29Q: 3 clusters Score -5017240 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -5017393.000000 Penalty: 5301.533691
	Iteration 30Q: 3 clusters Score -5017393 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -5017565.000000 Penalty: 5301.533691
	Iteration 31Q: 3 clusters Score -5017565 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -5017732.000000 Penalty: 5301.533691
	Iteration 32Q: 3 clusters Score -5017732 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -5017917.500000 Penalty: 5301.533691
	Iteration 33Q: 3 clusters Score -5017918 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -5018107.000000 Penalty: 5301.533691
	Iteration 34Q: 3 clusters Score -5018107 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -5018262.000000 Penalty: 5301.533691
	Iteration 35Q: 3 clusters Score -5018262 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -5018406.500000 Penalty: 5301.533691
	Iteration 36Q: 3 clusters Score -5018406 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -5018597.000000 Penalty: 5301.533691
	Iteration 37Q: 3 clusters Score -5018597 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -5018761.000000 Penalty: 5301.533691
	Iteration 38Q: 3 clusters Score -5018761 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -5018945.000000 Penalty: 5301.533691
	Iteration 39Q: 3 clusters Score -5018945 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -5019104.500000 Penalty: 5301.533691
	Iteration 40F: 3 clusters Score -5019104 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -5019280.500000 Penalty: 5301.533691
	Iteration 41Q: 3 clusters Score -5019280 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -5019420.500000 Penalty: 5301.533691
	Iteration 42Q: 3 clusters Score -5019420 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -5019550.000000 Penalty: 5301.533691
	Iteration 43Q: 3 clusters Score -5019550 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -5019666.500000 Penalty: 5301.533691
	Iteration 44Q: 3 clusters Score -5019666 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5019779.000000 Penalty: 5301.533691
	Iteration 45Q: 3 clusters Score -5019779 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5019872.500000 Penalty: 5301.533691
	Iteration 46Q: 3 clusters Score -5019872 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -5019952.500000 Penalty: 5301.533691
	Iteration 47Q: 3 clusters Score -5019952 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -5020023.500000 Penalty: 5301.533691
	Iteration 48Q: 3 clusters Score -5020024 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -5020110.500000 Penalty: 5301.533691
	Iteration 49Q: 3 clusters Score -5020110 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -5020162.500000 Penalty: 5301.533691
	Iteration 50Q: 3 clusters Score -5020162 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -5020211.500000 Penalty: 5301.533691
	Iteration 51Q: 3 clusters Score -5020212 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -5020246.000000 Penalty: 5301.533691
	Iteration 52Q: 3 clusters Score -5020246 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -5020299.500000 Penalty: 5301.533691
	Iteration 53Q: 3 clusters Score -5020300 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -5020336.500000 Penalty: 5301.533691
	Iteration 54Q: 3 clusters Score -5020336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -5020374.500000 Penalty: 5301.533691
	Iteration 55Q: 3 clusters Score -5020374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -5020414.000000 Penalty: 5301.533691
	Iteration 56Q: 3 clusters Score -5020414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5020433.500000 Penalty: 5301.533691
	Iteration 57Q: 3 clusters Score -5020434 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -5020471.500000 Penalty: 5301.533691
	Iteration 58Q: 3 clusters Score -5020472 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -5020501.500000 Penalty: 5301.533691
	Iteration 59Q: 3 clusters Score -5020502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -5020519.000000 Penalty: 5301.533691
	Iteration 60F: 3 clusters Score -5020519 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -5020541.000000 Penalty: 5301.533691
	Iteration 61Q: 3 clusters Score -5020541 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -5020577.500000 Penalty: 5301.533691
	Iteration 62Q: 3 clusters Score -5020578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5020594.000000 Penalty: 5301.533691
	Iteration 63Q: 3 clusters Score -5020594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -5020604.000000 Penalty: 5301.533691
	Iteration 64Q: 3 clusters Score -5020604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -5020624.000000 Penalty: 5301.533691
	Iteration 65Q: 3 clusters Score -5020624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -5020642.000000 Penalty: 5301.533691
	Iteration 66Q: 3 clusters Score -5020642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -5020653.500000 Penalty: 5301.533691
	Iteration 67Q: 3 clusters Score -5020654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -5020659.500000 Penalty: 5301.533691
	Iteration 68Q: 3 clusters Score -5020660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -5020670.000000 Penalty: 5301.533691
	Iteration 69Q: 3 clusters Score -5020670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -5020679.500000 Penalty: 5301.533691
	Iteration 70Q: 3 clusters Score -5020680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -5020681.000000 Penalty: 5301.533691
	Iteration 71Q: 3 clusters Score -5020681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -5020677.000000 Penalty: 5301.533691
	Iteration 72Q: 3 clusters Score -5020677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -5020671.000000 Penalty: 5301.533691
	Iteration 73Q: 3 clusters Score -5020671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -5020680.000000 Penalty: 5301.533691
	Iteration 74Q: 3 clusters Score -5020680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -5020677.500000 Penalty: 5301.533691
	Iteration 75Q: 3 clusters Score -5020678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -5020682.500000 Penalty: 5301.533691
	Iteration 76Q: 3 clusters Score -5020682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -5020689.000000 Penalty: 5301.533691
	Iteration 77Q: 3 clusters Score -5020689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -5020687.000000 Penalty: 5301.533691
	Iteration 78Q: 3 clusters Score -5020687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -5020688.500000 Penalty: 5301.533691
	Iteration 79Q: 3 clusters Score -5020688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -5020695.000000 Penalty: 5301.533691
	Iteration 80F: 3 clusters Score -5020695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -5020695.000000 Penalty: 5301.533691
	Iteration 81Q: 3 clusters Score -5020695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -5020700.000000 Penalty: 5301.533691
	Iteration 82Q: 3 clusters Score -5020700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -5020698.000000 Penalty: 5301.533691
	Iteration 83Q: 3 clusters Score -5020698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -5020700.000000 Penalty: 5301.533691
	Iteration 84Q: 3 clusters Score -5020700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -5020700.000000 Penalty: 5301.533691
	Iteration 85Q: 3 clusters Score -5020700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -5020703.500000 Penalty: 5301.533691
	Iteration 86Q: 3 clusters Score -5020704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -5020707.000000 Penalty: 5301.533691
	Iteration 87Q: 3 clusters Score -5020707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -5020707.000000 Penalty: 5301.533691
	Iteration 88Q: 3 clusters Score -5020707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -5020704.000000 Penalty: 5301.533691
	Iteration 89Q: 3 clusters Score -5020704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -5020704.000000 Penalty: 5301.533691
	Iteration 90F: 3 clusters Score -5020704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -129634.414062 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -129634.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -127580.625000 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -127580.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -127939.882812 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -127939.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -128065.789062 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -128065.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -128144.515625 Penalty: 3535.734131
	Iteration 3Q: 3 clusters Score -128144.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -128205.906250 Penalty: 3535.734131
	Iteration 4Q: 3 clusters Score -128205.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -128248.484375 Penalty: 3535.734131
	Iteration 5Q: 3 clusters Score -128248.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -128307.210938 Penalty: 3535.734131
	Iteration 6Q: 3 clusters Score -128307.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -128418.203125 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -128418.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -128624.750000 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -128624.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -128946.140625 Penalty: 3535.734131
	Iteration 9F: 3 clusters Score -128946.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -129467.132812 Penalty: 3535.734131
	Iteration 10F: 3 clusters Score -129467.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -129985.187500 Penalty: 3535.734131
	Iteration 11F: 3 clusters Score -129985.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -130231.960938 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -130232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -130405.984375 Penalty: 3535.734131
	Iteration 13Q: 3 clusters Score -130406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -130443.640625 Penalty: 3535.734131
	Iteration 14Q: 3 clusters Score -130443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -130454.015625 Penalty: 3535.734131
	Iteration 15Q: 3 clusters Score -130454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -130460.414062 Penalty: 3535.734131
	Iteration 16Q: 3 clusters Score -130460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -130460.414062 Penalty: 3535.734131
	Iteration 17F: 3 clusters Score -130460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 198252 members 
Mstep: Class 3 contains 1002 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 699 members 
Mstep: Class 6 contains 1047 members 
Mstep: Class 7 contains 23643 members 
Mstep: Class 8 contains 912 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 16281 members 
Mstep: Class 15 contains 252718 members 
Mstep: Class 16 contains 17366 members 
Mstep: Class 17 contains 43669 members 
Mstep: Class 18 contains 43852 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 1139 members 
Mstep: Class 21 contains 18411 members 
Entering Unmasked Estep 
Score: -70753104.000000 Penalty: 59629.488281
Splitting cluster 19 changes total score from -70747344.000000 to -70753104.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -122749.023438 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -122749 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 565 members 
Entering Unmasked Estep 
Score: -120690.000000 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -120690 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -120957.421875 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -120957.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -121061.398438 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -121061.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -121109.195312 Penalty: 3490.801514
	Iteration 3Q: 3 clusters Score -121109.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -121152.921875 Penalty: 3490.801514
	Iteration 4Q: 3 clusters Score -121152.9 nChanged 21
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: -121175.921875 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -121175.9 nChanged 17
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: -121194.500000 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -121194.5 nChanged 10
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: -121204.929688 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -121204.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -121211.023438 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -121211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -121213.554688 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -121213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -121216.453125 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -121216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -121219.296875 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -121219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -121219.929688 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -121219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -121220.906250 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -121220.9 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: -121222.843750 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -121222.8 nChanged 4
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: -121226.734375 Penalty: 3490.801514
	Iteration 15Q: 3 clusters Score -121226.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -121227.976562 Penalty: 3490.801514
	Iteration 16Q: 3 clusters Score -121228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -121230.453125 Penalty: 3490.801514
	Iteration 17Q: 3 clusters Score -121230.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -121231.742188 Penalty: 3490.801514
	Iteration 18Q: 3 clusters Score -121231.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -121234.039062 Penalty: 3490.801514
	Iteration 19Q: 3 clusters Score -121234 nChanged 3
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: -121238.203125 Penalty: 3490.801514
	Iteration 20F: 3 clusters Score -121238.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Entering Unmasked Estep 
Score: -2129438.000000 Penalty: 2435.534424
	Iteration 0F: 2 clusters Score -2129438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2116403.750000 Penalty: 4871.068848
	Iteration 0F: 3 clusters Score -2116404 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2120558.750000 Penalty: 4871.068848
	Iteration 1F: 3 clusters Score -2120559 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2120870.500000 Penalty: 4871.068848
	Iteration 2Q: 3 clusters Score -2120870 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2121104.750000 Penalty: 4871.068848
	Iteration 3Q: 3 clusters Score -2121105 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2121261.000000 Penalty: 4871.068848
	Iteration 4Q: 3 clusters Score -2121261 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2121398.750000 Penalty: 4871.068848
	Iteration 5Q: 3 clusters Score -2121399 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2121524.500000 Penalty: 4871.068848
	Iteration 6Q: 3 clusters Score -2121524 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2121660.000000 Penalty: 4871.068848
	Iteration 7Q: 3 clusters Score -2121660 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2121807.750000 Penalty: 4871.068848
	Iteration 8Q: 3 clusters Score -2121808 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2121982.250000 Penalty: 4871.068848
	Iteration 9Q: 3 clusters Score -2121982 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2122237.750000 Penalty: 4871.068848
	Iteration 10Q: 3 clusters Score -2122238 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2122598.000000 Penalty: 4871.068848
	Iteration 11Q: 3 clusters Score -2122598 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2123156.000000 Penalty: 4871.068848
	Iteration 12Q: 3 clusters Score -2123156 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2123911.000000 Penalty: 4871.068848
	Iteration 13F: 3 clusters Score -2123911 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2124796.000000 Penalty: 4871.068848
	Iteration 14F: 3 clusters Score -2124796 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2125683.000000 Penalty: 4871.068848
	Iteration 15F: 3 clusters Score -2125683 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2126320.000000 Penalty: 4871.068848
	Iteration 16Q: 3 clusters Score -2126320 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2126720.250000 Penalty: 4871.068848
	Iteration 17Q: 3 clusters Score -2126720 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2126965.250000 Penalty: 4871.068848
	Iteration 18Q: 3 clusters Score -2126965 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2127117.750000 Penalty: 4871.068848
	Iteration 19Q: 3 clusters Score -2127118 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2127200.500000 Penalty: 4871.068848
	Iteration 20F: 3 clusters Score -2127200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2127246.750000 Penalty: 4871.068848
	Iteration 21Q: 3 clusters Score -2127247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2127276.750000 Penalty: 4871.068848
	Iteration 22Q: 3 clusters Score -2127277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2127298.500000 Penalty: 4871.068848
	Iteration 23Q: 3 clusters Score -2127298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2127323.000000 Penalty: 4871.068848
	Iteration 24Q: 3 clusters Score -2127323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2127336.000000 Penalty: 4871.068848
	Iteration 25Q: 3 clusters Score -2127336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2127352.500000 Penalty: 4871.068848
	Iteration 26Q: 3 clusters Score -2127352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2127360.500000 Penalty: 4871.068848
	Iteration 27Q: 3 clusters Score -2127360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2127370.000000 Penalty: 4871.068848
	Iteration 28Q: 3 clusters Score -2127370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2127381.250000 Penalty: 4871.068848
	Iteration 29Q: 3 clusters Score -2127381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2127386.500000 Penalty: 4871.068848
	Iteration 30Q: 3 clusters Score -2127386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2127392.250000 Penalty: 4871.068848
	Iteration 31Q: 3 clusters Score -2127392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2127394.250000 Penalty: 4871.068848
	Iteration 32Q: 3 clusters Score -2127394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2127399.250000 Penalty: 4871.068848
	Iteration 33Q: 3 clusters Score -2127399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2127399.750000 Penalty: 4871.068848
	Iteration 34Q: 3 clusters Score -2127400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2127399.250000 Penalty: 4871.068848
	Iteration 35Q: 3 clusters Score -2127399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2127403.000000 Penalty: 4871.068848
	Iteration 36Q: 3 clusters Score -2127403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2127401.750000 Penalty: 4871.068848
	Iteration 37Q: 3 clusters Score -2127402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2127403.000000 Penalty: 4871.068848
	Iteration 38Q: 3 clusters Score -2127403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2127403.000000 Penalty: 4871.068848
	Iteration 39F: 3 clusters Score -2127403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 699 members 
Mstep: Class 7 contains 23643 members 
Mstep: Class 8 contains 912 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 14 contains 16281 members 
Mstep: Class 15 contains 252718 members 
Mstep: Class 16 contains 17366 members 
Mstep: Class 17 contains 43669 members 
Mstep: Class 18 contains 43852 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 1139 members 
Mstep: Class 21 contains 18411 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 19 clusters Score -7.075499e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 195533 members 
Mstep: Class 3 contains 1047 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 695 members 
Mstep: Class 6 contains 1046 members 
Mstep: Class 7 contains 23456 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 977 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 16422 members 
Mstep: Class 15 contains 254473 members 
Mstep: Class 16 contains 17455 members 
Mstep: Class 17 contains 43765 members 
Mstep: Class 18 contains 44058 members 
Mstep: Class 19 contains 316 members 
Mstep: Class 20 contains 1146 members 
Mstep: Class 21 contains 18553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 19 clusters Score -7.075678e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 194306 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 680 members 
Mstep: Class 6 contains 1045 members 
Mstep: Class 7 contains 23080 members 
Mstep: Class 8 contains 907 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 16486 members 
Mstep: Class 15 contains 255417 members 
Mstep: Class 16 contains 17425 members 
Mstep: Class 17 contains 43524 members 
Mstep: Class 18 contains 44199 members 
Mstep: Class 19 contains 364 members 
Mstep: Class 20 contains 1169 members 
Mstep: Class 21 contains 18590 members 
Entering Unmasked Estep 
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Iteration 41Q: 19 clusters Score -7.075773e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 193253 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 1044 members 
Mstep: Class 7 contains 22762 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 16554 members 
Mstep: Class 15 contains 255978 members 
Mstep: Class 16 contains 17418 members 
Mstep: Class 17 contains 43418 members 
Mstep: Class 18 contains 44344 members 
Mstep: Class 19 contains 433 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 18637 members 
Entering Unmasked Estep 
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Iteration 42Q: 19 clusters Score -7.075822e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 192386 members 
Mstep: Class 3 contains 1221 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 22447 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 16623 members 
Mstep: Class 15 contains 256372 members 
Mstep: Class 16 contains 17417 members 
Mstep: Class 17 contains 43371 members 
Mstep: Class 18 contains 44456 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 18671 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 19 clusters Score -7.075875e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 191642 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 22141 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 2066 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 16694 members 
Mstep: Class 15 contains 256643 members 
Mstep: Class 16 contains 17451 members 
Mstep: Class 17 contains 43334 members 
Mstep: Class 18 contains 44560 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 1225 members 
Mstep: Class 21 contains 18714 members 
Entering Unmasked Estep 
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Iteration 44Q: 19 clusters Score -7.075909e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 190968 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 16730 members 
Mstep: Class 15 contains 256861 members 
Mstep: Class 16 contains 17512 members 
Mstep: Class 17 contains 43283 members 
Mstep: Class 18 contains 44633 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 1252 members 
Mstep: Class 21 contains 18774 members 
Entering Unmasked Estep 
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Iteration 45Q: 19 clusters Score -7.075966e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 190458 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 16771 members 
Mstep: Class 15 contains 256933 members 
Mstep: Class 16 contains 17554 members 
Mstep: Class 17 contains 43278 members 
Mstep: Class 18 contains 44736 members 
Mstep: Class 19 contains 536 members 
Mstep: Class 20 contains 1265 members 
Mstep: Class 21 contains 18829 members 
Entering Unmasked Estep 
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Iteration 46Q: 19 clusters Score -7.075988e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 190097 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 21337 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 16821 members 
Mstep: Class 15 contains 256901 members 
Mstep: Class 16 contains 17584 members 
Mstep: Class 17 contains 43288 members 
Mstep: Class 18 contains 44836 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 1268 members 
Mstep: Class 21 contains 18895 members 
Entering Unmasked Estep 
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Iteration 47Q: 19 clusters Score -7.076009e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 189837 members 
Mstep: Class 3 contains 1297 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 21039 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 16860 members 
Mstep: Class 15 contains 256789 members 
Mstep: Class 16 contains 17602 members 
Mstep: Class 17 contains 43317 members 
Mstep: Class 18 contains 44953 members 
Mstep: Class 19 contains 554 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 18956 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -7.07603e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 189710 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 20733 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 2998 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 16898 members 
Mstep: Class 15 contains 256592 members 
Mstep: Class 16 contains 17626 members 
Mstep: Class 17 contains 43329 members 
Mstep: Class 18 contains 45088 members 
Mstep: Class 19 contains 558 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 21 contains 19018 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -7.076042e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 189550 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 20435 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3116 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 16914 members 
Mstep: Class 15 contains 256390 members 
Mstep: Class 16 contains 17646 members 
Mstep: Class 17 contains 43358 members 
Mstep: Class 18 contains 45229 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 1334 members 
Mstep: Class 21 contains 19081 members 
Entering Unmasked Estep 
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Iteration 50Q: 19 clusters Score -7.076069e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 189369 members 
Mstep: Class 3 contains 1321 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 20146 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 16928 members 
Mstep: Class 15 contains 256190 members 
Mstep: Class 16 contains 17663 members 
Mstep: Class 17 contains 43396 members 
Mstep: Class 18 contains 45390 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 1353 members 
Mstep: Class 21 contains 19143 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -7.076098e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 189260 members 
Mstep: Class 3 contains 1332 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 19892 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3319 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 16937 members 
Mstep: Class 15 contains 255973 members 
Mstep: Class 16 contains 17671 members 
Mstep: Class 17 contains 43434 members 
Mstep: Class 18 contains 45527 members 
Mstep: Class 19 contains 566 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 19184 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -7.076108e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 189191 members 
Mstep: Class 3 contains 1343 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 19644 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3401 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 16949 members 
Mstep: Class 15 contains 255735 members 
Mstep: Class 16 contains 17674 members 
Mstep: Class 17 contains 43464 members 
Mstep: Class 18 contains 45670 members 
Mstep: Class 19 contains 574 members 
Mstep: Class 20 contains 1390 members 
Mstep: Class 21 contains 19220 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -7.076122e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 189142 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 19423 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3472 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 16977 members 
Mstep: Class 15 contains 255464 members 
Mstep: Class 16 contains 17678 members 
Mstep: Class 17 contains 43505 members 
Mstep: Class 18 contains 45818 members 
Mstep: Class 19 contains 576 members 
Mstep: Class 20 contains 1411 members 
Mstep: Class 21 contains 19250 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -7.076128e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 189133 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 19197 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 17002 members 
Mstep: Class 15 contains 255239 members 
Mstep: Class 16 contains 17659 members 
Mstep: Class 17 contains 43524 members 
Mstep: Class 18 contains 45969 members 
Mstep: Class 19 contains 577 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 19257 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -7.07613e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 189124 members 
Mstep: Class 3 contains 1354 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 18960 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3613 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 17018 members 
Mstep: Class 15 contains 255016 members 
Mstep: Class 16 contains 17645 members 
Mstep: Class 17 contains 43533 members 
Mstep: Class 18 contains 46142 members 
Mstep: Class 19 contains 580 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 19293 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -7.076146e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 189140 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 18715 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 17045 members 
Mstep: Class 15 contains 254766 members 
Mstep: Class 16 contains 17628 members 
Mstep: Class 17 contains 43554 members 
Mstep: Class 18 contains 46325 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 1467 members 
Mstep: Class 21 contains 19320 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 19 clusters Score -7.076162e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 189205 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 18499 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3720 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 17043 members 
Mstep: Class 15 contains 254545 members 
Mstep: Class 16 contains 17605 members 
Mstep: Class 17 contains 43592 members 
Mstep: Class 18 contains 46474 members 
Mstep: Class 19 contains 583 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 19342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761880.000000 Penalty: 59629.488281
Iteration 58Q: 19 clusters Score -7.076188e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 189225 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 18308 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 17049 members 
Mstep: Class 15 contains 254343 members 
Mstep: Class 16 contains 17586 members 
Mstep: Class 17 contains 43620 members 
Mstep: Class 18 contains 46601 members 
Mstep: Class 19 contains 585 members 
Mstep: Class 20 contains 1493 members 
Mstep: Class 21 contains 19368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761960.000000 Penalty: 59629.488281
Iteration 59Q: 19 clusters Score -7.076196e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 189178 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 18122 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3800 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 14 contains 17056 members 
Mstep: Class 15 contains 254192 members 
Mstep: Class 16 contains 17584 members 
Mstep: Class 17 contains 43650 members 
Mstep: Class 18 contains 46726 members 
Mstep: Class 19 contains 587 members 
Mstep: Class 20 contains 1505 members 
Mstep: Class 21 contains 19409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761896.000000 Penalty: 59629.488281
Iteration 60F: 19 clusters Score -7.07619e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 189177 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 17936 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3830 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 17071 members 
Mstep: Class 15 contains 254066 members 
Mstep: Class 16 contains 17564 members 
Mstep: Class 17 contains 43669 members 
Mstep: Class 18 contains 46840 members 
Mstep: Class 19 contains 603 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 19438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761968.000000 Penalty: 59629.488281
Iteration 61Q: 19 clusters Score -7.076197e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 189181 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 1305 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 17726 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3856 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 17085 members 
Mstep: Class 15 contains 253971 members 
Mstep: Class 16 contains 17548 members 
Mstep: Class 17 contains 43675 members 
Mstep: Class 18 contains 46964 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 1539 members 
Mstep: Class 21 contains 19467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762000.000000 Penalty: 59629.488281
Iteration 62Q: 19 clusters Score -7.0762e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 189163 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 17508 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3876 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17091 members 
Mstep: Class 15 contains 253897 members 
Mstep: Class 16 contains 17549 members 
Mstep: Class 17 contains 43698 members 
Mstep: Class 18 contains 47087 members 
Mstep: Class 19 contains 634 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 19493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761816.000000 Penalty: 59629.488281
Iteration 63Q: 19 clusters Score -7.076182e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 189157 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 17280 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3894 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17103 members 
Mstep: Class 15 contains 253845 members 
Mstep: Class 16 contains 17546 members 
Mstep: Class 17 contains 43712 members 
Mstep: Class 18 contains 47204 members 
Mstep: Class 19 contains 637 members 
Mstep: Class 20 contains 1591 members 
Mstep: Class 21 contains 19515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761952.000000 Penalty: 59629.488281
Iteration 64Q: 19 clusters Score -7.076195e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 189146 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 17061 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3915 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17105 members 
Mstep: Class 15 contains 253819 members 
Mstep: Class 16 contains 17544 members 
Mstep: Class 17 contains 43710 members 
Mstep: Class 18 contains 47302 members 
Mstep: Class 19 contains 640 members 
Mstep: Class 20 contains 1614 members 
Mstep: Class 21 contains 19548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762048.000000 Penalty: 59629.488281
Iteration 65Q: 19 clusters Score -7.076205e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 189103 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 16870 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17111 members 
Mstep: Class 15 contains 253789 members 
Mstep: Class 16 contains 17547 members 
Mstep: Class 17 contains 43706 members 
Mstep: Class 18 contains 47407 members 
Mstep: Class 19 contains 643 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 19580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762112.000000 Penalty: 59629.488281
Iteration 66Q: 19 clusters Score -7.076211e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 189102 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 16687 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3964 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17115 members 
Mstep: Class 15 contains 253725 members 
Mstep: Class 16 contains 17552 members 
Mstep: Class 17 contains 43699 members 
Mstep: Class 18 contains 47517 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 19607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762208.000000 Penalty: 59629.488281
Iteration 67Q: 19 clusters Score -7.076221e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 189100 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 16503 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3975 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17113 members 
Mstep: Class 15 contains 253674 members 
Mstep: Class 16 contains 17554 members 
Mstep: Class 17 contains 43706 members 
Mstep: Class 18 contains 47636 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 19632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762192.000000 Penalty: 59629.488281
Iteration 68Q: 19 clusters Score -7.076219e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 189068 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 16357 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3983 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17112 members 
Mstep: Class 15 contains 253596 members 
Mstep: Class 16 contains 17556 members 
Mstep: Class 17 contains 43711 members 
Mstep: Class 18 contains 47769 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 19667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762264.000000 Penalty: 59629.488281
Iteration 69Q: 19 clusters Score -7.076226e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 189037 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 16203 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3989 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17114 members 
Mstep: Class 15 contains 253546 members 
Mstep: Class 16 contains 17554 members 
Mstep: Class 17 contains 43714 members 
Mstep: Class 18 contains 47899 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 1716 members 
Mstep: Class 21 contains 19698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762360.000000 Penalty: 59629.488281
Iteration 70Q: 19 clusters Score -7.076236e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 188991 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 16045 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3992 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17112 members 
Mstep: Class 15 contains 253502 members 
Mstep: Class 16 contains 17543 members 
Mstep: Class 17 contains 43715 members 
Mstep: Class 18 contains 48045 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 1737 members 
Mstep: Class 21 contains 19742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762544.000000 Penalty: 59629.488281
Iteration 71Q: 19 clusters Score -7.076254e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 188973 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15894 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3994 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17123 members 
Mstep: Class 15 contains 253431 members 
Mstep: Class 16 contains 17544 members 
Mstep: Class 17 contains 43723 members 
Mstep: Class 18 contains 48174 members 
Mstep: Class 19 contains 668 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 19795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762512.000000 Penalty: 59629.488281
Iteration 72Q: 19 clusters Score -7.076251e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 188965 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15769 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3995 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17131 members 
Mstep: Class 15 contains 253343 members 
Mstep: Class 16 contains 17534 members 
Mstep: Class 17 contains 43721 members 
Mstep: Class 18 contains 48319 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 20 contains 1767 members 
Mstep: Class 21 contains 19828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762616.000000 Penalty: 59629.488281
Iteration 73Q: 19 clusters Score -7.076262e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 188971 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15632 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3995 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17142 members 
Mstep: Class 15 contains 253236 members 
Mstep: Class 16 contains 17531 members 
Mstep: Class 17 contains 43727 members 
Mstep: Class 18 contains 48481 members 
Mstep: Class 19 contains 688 members 
Mstep: Class 20 contains 1773 members 
Mstep: Class 21 contains 19862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762680.000000 Penalty: 59629.488281
Iteration 74Q: 19 clusters Score -7.076268e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 189005 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15510 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3995 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17146 members 
Mstep: Class 15 contains 253143 members 
Mstep: Class 16 contains 17526 members 
Mstep: Class 17 contains 43737 members 
Mstep: Class 18 contains 48621 members 
Mstep: Class 19 contains 697 members 
Mstep: Class 20 contains 1778 members 
Mstep: Class 21 contains 19869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762824.000000 Penalty: 59629.488281
Iteration 75Q: 19 clusters Score -7.076282e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 189062 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15400 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3995 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17149 members 
Mstep: Class 15 contains 253041 members 
Mstep: Class 16 contains 17521 members 
Mstep: Class 17 contains 43744 members 
Mstep: Class 18 contains 48744 members 
Mstep: Class 19 contains 700 members 
Mstep: Class 20 contains 1787 members 
Mstep: Class 21 contains 19875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762920.000000 Penalty: 59629.488281
Iteration 76Q: 19 clusters Score -7.076292e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 189106 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15312 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3995 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17145 members 
Mstep: Class 15 contains 252963 members 
Mstep: Class 16 contains 17522 members 
Mstep: Class 17 contains 43750 members 
Mstep: Class 18 contains 48831 members 
Mstep: Class 19 contains 702 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 19882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762960.000000 Penalty: 59629.488281
Iteration 77Q: 19 clusters Score -7.076296e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 189128 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15247 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3995 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17148 members 
Mstep: Class 15 contains 252873 members 
Mstep: Class 16 contains 17522 members 
Mstep: Class 17 contains 43757 members 
Mstep: Class 18 contains 48922 members 
Mstep: Class 19 contains 704 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 19890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763072.000000 Penalty: 59629.488281
Iteration 78Q: 19 clusters Score -7.076307e+07 nChanged 484
Entering ConstructFrom: 
Score: -70763072.000000 Penalty: 59629.488281
Entering ConstructFrom: 
Trying to split cluster 1 (15309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Entering Unmasked Estep 
Score: -1778392.625000 Penalty: 2389.776611
	Iteration 0F: 2 clusters Score -1778393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1767255.500000 Penalty: 4779.553223
	Iteration 0F: 3 clusters Score -1767256 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1770879.250000 Penalty: 4779.553223
	Iteration 1F: 3 clusters Score -1770879 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1771180.000000 Penalty: 4779.553223
	Iteration 2F: 3 clusters Score -1771180 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1771397.125000 Penalty: 4779.553223
	Iteration 3Q: 3 clusters Score -1771397 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1771542.500000 Penalty: 4779.553223
	Iteration 4Q: 3 clusters Score -1771542 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1771656.375000 Penalty: 4779.553223
	Iteration 5Q: 3 clusters Score -1771656 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1771741.000000 Penalty: 4779.553223
	Iteration 6Q: 3 clusters Score -1771741 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1771829.375000 Penalty: 4779.553223
	Iteration 7Q: 3 clusters Score -1771829 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1771913.625000 Penalty: 4779.553223
	Iteration 8Q: 3 clusters Score -1771914 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1772013.750000 Penalty: 4779.553223
	Iteration 9Q: 3 clusters Score -1772014 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1772128.125000 Penalty: 4779.553223
	Iteration 10Q: 3 clusters Score -1772128 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1772260.375000 Penalty: 4779.553223
	Iteration 11Q: 3 clusters Score -1772260 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1772421.500000 Penalty: 4779.553223
	Iteration 12Q: 3 clusters Score -1772422 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1772638.875000 Penalty: 4779.553223
	Iteration 13Q: 3 clusters Score -1772639 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1772934.750000 Penalty: 4779.553223
	Iteration 14Q: 3 clusters Score -1772935 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1773336.750000 Penalty: 4779.553223
	Iteration 15Q: 3 clusters Score -1773337 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1773806.250000 Penalty: 4779.553223
	Iteration 16Q: 3 clusters Score -1773806 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1774310.000000 Penalty: 4779.553223
	Iteration 17Q: 3 clusters Score -1774310 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1774758.125000 Penalty: 4779.553223
	Iteration 18Q: 3 clusters Score -1774758 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1775169.750000 Penalty: 4779.553223
	Iteration 19Q: 3 clusters Score -1775170 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1775467.125000 Penalty: 4779.553223
	Iteration 20F: 3 clusters Score -1775467 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1775684.250000 Penalty: 4779.553223
	Iteration 21Q: 3 clusters Score -1775684 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1775827.625000 Penalty: 4779.553223
	Iteration 22Q: 3 clusters Score -1775828 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1775913.875000 Penalty: 4779.553223
	Iteration 23Q: 3 clusters Score -1775914 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1775967.875000 Penalty: 4779.553223
	Iteration 24Q: 3 clusters Score -1775968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1776003.125000 Penalty: 4779.553223
	Iteration 25Q: 3 clusters Score -1776003 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1776036.875000 Penalty: 4779.553223
	Iteration 26Q: 3 clusters Score -1776037 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1776059.000000 Penalty: 4779.553223
	Iteration 27Q: 3 clusters Score -1776059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1776090.750000 Penalty: 4779.553223
	Iteration 28Q: 3 clusters Score -1776091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1776115.125000 Penalty: 4779.553223
	Iteration 29Q: 3 clusters Score -1776115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1776135.875000 Penalty: 4779.553223
	Iteration 30Q: 3 clusters Score -1776136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1776158.875000 Penalty: 4779.553223
	Iteration 31Q: 3 clusters Score -1776159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1776167.500000 Penalty: 4779.553223
	Iteration 32Q: 3 clusters Score -1776168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1776177.500000 Penalty: 4779.553223
	Iteration 33Q: 3 clusters Score -1776178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1776189.875000 Penalty: 4779.553223
	Iteration 34Q: 3 clusters Score -1776190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1776197.875000 Penalty: 4779.553223
	Iteration 35Q: 3 clusters Score -1776198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1776204.625000 Penalty: 4779.553223
	Iteration 36Q: 3 clusters Score -1776205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1776220.000000 Penalty: 4779.553223
	Iteration 37Q: 3 clusters Score -1776220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1776232.250000 Penalty: 4779.553223
	Iteration 38Q: 3 clusters Score -1776232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1776237.000000 Penalty: 4779.553223
	Iteration 39Q: 3 clusters Score -1776237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1776248.375000 Penalty: 4779.553223
	Iteration 40F: 3 clusters Score -1776248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1776255.125000 Penalty: 4779.553223
	Iteration 41Q: 3 clusters Score -1776255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1776257.000000 Penalty: 4779.553223
	Iteration 42Q: 3 clusters Score -1776257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1776261.500000 Penalty: 4779.553223
	Iteration 43Q: 3 clusters Score -1776262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1776263.375000 Penalty: 4779.553223
	Iteration 44Q: 3 clusters Score -1776263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1776267.625000 Penalty: 4779.553223
	Iteration 45Q: 3 clusters Score -1776268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1776277.125000 Penalty: 4779.553223
	Iteration 46Q: 3 clusters Score -1776277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1776281.875000 Penalty: 4779.553223
	Iteration 47Q: 3 clusters Score -1776282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1776298.125000 Penalty: 4779.553223
	Iteration 48Q: 3 clusters Score -1776298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1776308.125000 Penalty: 4779.553223
	Iteration 49Q: 3 clusters Score -1776308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1776309.000000 Penalty: 4779.553223
	Iteration 50Q: 3 clusters Score -1776309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1776312.375000 Penalty: 4779.553223
	Iteration 51Q: 3 clusters Score -1776312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1776313.375000 Penalty: 4779.553223
	Iteration 52Q: 3 clusters Score -1776313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1776314.250000 Penalty: 4779.553223
	Iteration 53Q: 3 clusters Score -1776314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1776314.375000 Penalty: 4779.553223
	Iteration 54Q: 3 clusters Score -1776314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1776315.250000 Penalty: 4779.553223
	Iteration 55Q: 3 clusters Score -1776315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1776315.250000 Penalty: 4779.553223
	Iteration 56Q: 3 clusters Score -1776315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1776315.250000 Penalty: 4779.553223
	Iteration 57F: 3 clusters Score -1776315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (189143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189143 members 
Entering Unmasked Estep 
Score: -21400584.000000 Penalty: 3013.264160
	Iteration 0F: 2 clusters Score -2.140058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 94985 members 
Entering Unmasked Estep 
Score: -21275958.000000 Penalty: 6026.528320
	Iteration 0F: 3 clusters Score -2.127596e+07 nChanged 90914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -21329776.000000 Penalty: 6026.528320
	Iteration 1F: 3 clusters Score -2.132978e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 105185 members 
Entering Unmasked Estep 
Score: -21331652.000000 Penalty: 6026.528320
	Iteration 2Q: 3 clusters Score -2.133165e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 111171 members 
Entering Unmasked Estep 
Score: -21334752.000000 Penalty: 6026.528320
	Iteration 3Q: 3 clusters Score -2.133475e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 119975 members 
Entering Unmasked Estep 
Score: -21340136.000000 Penalty: 6026.528320
	Iteration 4F: 3 clusters Score -2.134014e+07 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 131949 members 
Entering Unmasked Estep 
Score: -21348448.000000 Penalty: 6026.528320
	Iteration 5F: 3 clusters Score -2.134845e+07 nChanged 15297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 146330 members 
Entering Unmasked Estep 
Score: -21360552.000000 Penalty: 6026.528320
	Iteration 6F: 3 clusters Score -2.136055e+07 nChanged 15383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 160879 members 
Entering Unmasked Estep 
Score: -21374442.000000 Penalty: 6026.528320
	Iteration 7F: 3 clusters Score -2.137444e+07 nChanged 11564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 171961 members 
Entering Unmasked Estep 
Score: -21385208.000000 Penalty: 6026.528320
	Iteration 8F: 3 clusters Score -2.138521e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 178418 members 
Entering Unmasked Estep 
Score: -21391634.000000 Penalty: 6026.528320
	Iteration 9Q: 3 clusters Score -2.139163e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 181802 members 
Entering Unmasked Estep 
Score: -21395032.000000 Penalty: 6026.528320
	Iteration 10Q: 3 clusters Score -2.139503e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 183536 members 
Entering Unmasked Estep 
Score: -21396594.000000 Penalty: 6026.528320
	Iteration 11Q: 3 clusters Score -2.139659e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 184451 members 
Entering Unmasked Estep 
Score: -21397404.000000 Penalty: 6026.528320
	Iteration 12Q: 3 clusters Score -2.13974e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 185026 members 
Entering Unmasked Estep 
Score: -21397916.000000 Penalty: 6026.528320
	Iteration 13Q: 3 clusters Score -2.139792e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 185427 members 
Entering Unmasked Estep 
Score: -21398244.000000 Penalty: 6026.528320
	Iteration 14Q: 3 clusters Score -2.139824e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 185710 members 
Entering Unmasked Estep 
Score: -21398540.000000 Penalty: 6026.528320
	Iteration 15Q: 3 clusters Score -2.139854e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 185939 members 
Entering Unmasked Estep 
Score: -21398788.000000 Penalty: 6026.528320
	Iteration 16Q: 3 clusters Score -2.139879e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 186132 members 
Entering Unmasked Estep 
Score: -21398918.000000 Penalty: 6026.528320
	Iteration 17Q: 3 clusters Score -2.139892e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 186275 members 
Entering Unmasked Estep 
Score: -21399110.000000 Penalty: 6026.528320
	Iteration 18Q: 3 clusters Score -2.139911e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 186407 members 
Entering Unmasked Estep 
Score: -21399190.000000 Penalty: 6026.528320
	Iteration 19Q: 3 clusters Score -2.139919e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 186494 members 
Entering Unmasked Estep 
Score: -21399316.000000 Penalty: 6026.528320
	Iteration 20F: 3 clusters Score -2.139932e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 186561 members 
Entering Unmasked Estep 
Score: -21399504.000000 Penalty: 6026.528320
	Iteration 21Q: 3 clusters Score -2.13995e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 186616 members 
Entering Unmasked Estep 
Score: -21399570.000000 Penalty: 6026.528320
	Iteration 22Q: 3 clusters Score -2.139957e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 186671 members 
Entering Unmasked Estep 
Score: -21399706.000000 Penalty: 6026.528320
	Iteration 23Q: 3 clusters Score -2.139971e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 186720 members 
Entering Unmasked Estep 
Score: -21399752.000000 Penalty: 6026.528320
	Iteration 24Q: 3 clusters Score -2.139975e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 186770 members 
Entering Unmasked Estep 
Score: -21399782.000000 Penalty: 6026.528320
	Iteration 25Q: 3 clusters Score -2.139978e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 186829 members 
Entering Unmasked Estep 
Score: -21399794.000000 Penalty: 6026.528320
	Iteration 26Q: 3 clusters Score -2.139979e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 186893 members 
Entering Unmasked Estep 
Score: -21399886.000000 Penalty: 6026.528320
	Iteration 27Q: 3 clusters Score -2.139989e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 186937 members 
Entering Unmasked Estep 
Score: -21399900.000000 Penalty: 6026.528320
	Iteration 28Q: 3 clusters Score -2.13999e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 186986 members 
Entering Unmasked Estep 
Score: -21399922.000000 Penalty: 6026.528320
	Iteration 29Q: 3 clusters Score -2.139992e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 187023 members 
Entering Unmasked Estep 
Score: -21399962.000000 Penalty: 6026.528320
	Iteration 30Q: 3 clusters Score -2.139996e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 187057 members 
Entering Unmasked Estep 
Score: -21399974.000000 Penalty: 6026.528320
	Iteration 31Q: 3 clusters Score -2.139997e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 187093 members 
Entering Unmasked Estep 
Score: -21399968.000000 Penalty: 6026.528320
	Iteration 32Q: 3 clusters Score -2.139997e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 187126 members 
Entering Unmasked Estep 
Score: -21399996.000000 Penalty: 6026.528320
	Iteration 33Q: 3 clusters Score -2.14e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 187147 members 
Entering Unmasked Estep 
Score: -21399990.000000 Penalty: 6026.528320
	Iteration 34Q: 3 clusters Score -2.139999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 187165 members 
Entering Unmasked Estep 
Score: -21399994.000000 Penalty: 6026.528320
	Iteration 35Q: 3 clusters Score -2.139999e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 187176 members 
Entering Unmasked Estep 
Score: -21399982.000000 Penalty: 6026.528320
	Iteration 36Q: 3 clusters Score -2.139998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 187185 members 
Entering Unmasked Estep 
Score: -21399982.000000 Penalty: 6026.528320
	Iteration 37Q: 3 clusters Score -2.139998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 187194 members 
Entering Unmasked Estep 
Score: -21399986.000000 Penalty: 6026.528320
	Iteration 38Q: 3 clusters Score -2.139999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 187202 members 
Entering Unmasked Estep 
Score: -21399974.000000 Penalty: 6026.528320
	Iteration 39Q: 3 clusters Score -2.139997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 187212 members 
Entering Unmasked Estep 
Score: -21400062.000000 Penalty: 6026.528320
	Iteration 40F: 3 clusters Score -2.140006e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 187196 members 
Entering Unmasked Estep 
Score: -21400066.000000 Penalty: 6026.528320
	Iteration 41Q: 3 clusters Score -2.140007e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 187204 members 
Entering Unmasked Estep 
Score: -21400102.000000 Penalty: 6026.528320
	Iteration 42Q: 3 clusters Score -2.14001e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 187222 members 
Entering Unmasked Estep 
Score: -21400106.000000 Penalty: 6026.528320
	Iteration 43Q: 3 clusters Score -2.140011e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 187259 members 
Entering Unmasked Estep 
Score: -21400088.000000 Penalty: 6026.528320
	Iteration 44Q: 3 clusters Score -2.140009e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 187295 members 
Entering Unmasked Estep 
Score: -21400076.000000 Penalty: 6026.528320
	Iteration 45Q: 3 clusters Score -2.140008e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 187328 members 
Entering Unmasked Estep 
Score: -21400110.000000 Penalty: 6026.528320
	Iteration 46Q: 3 clusters Score -2.140011e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 187359 members 
Entering Unmasked Estep 
Score: -21400150.000000 Penalty: 6026.528320
	Iteration 47Q: 3 clusters Score -2.140015e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 187383 members 
Entering Unmasked Estep 
Score: -21400170.000000 Penalty: 6026.528320
	Iteration 48Q: 3 clusters Score -2.140017e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 187407 members 
Entering Unmasked Estep 
Score: -21400178.000000 Penalty: 6026.528320
	Iteration 49Q: 3 clusters Score -2.140018e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 187438 members 
Entering Unmasked Estep 
Score: -21400202.000000 Penalty: 6026.528320
	Iteration 50Q: 3 clusters Score -2.14002e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 187468 members 
Entering Unmasked Estep 
Score: -21400212.000000 Penalty: 6026.528320
	Iteration 51Q: 3 clusters Score -2.140021e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 187496 members 
Entering Unmasked Estep 
Score: -21400194.000000 Penalty: 6026.528320
	Iteration 52Q: 3 clusters Score -2.140019e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 187527 members 
Entering Unmasked Estep 
Score: -21400186.000000 Penalty: 6026.528320
	Iteration 53Q: 3 clusters Score -2.140019e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 187549 members 
Entering Unmasked Estep 
Score: -21400206.000000 Penalty: 6026.528320
	Iteration 54Q: 3 clusters Score -2.140021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 187565 members 
Entering Unmasked Estep 
Score: -21400208.000000 Penalty: 6026.528320
	Iteration 55Q: 3 clusters Score -2.140021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 187572 members 
Entering Unmasked Estep 
Score: -21400234.000000 Penalty: 6026.528320
	Iteration 56Q: 3 clusters Score -2.140023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 187577 members 
Entering Unmasked Estep 
Score: -21400230.000000 Penalty: 6026.528320
	Iteration 57Q: 3 clusters Score -2.140023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 187586 members 
Entering Unmasked Estep 
Score: -21400228.000000 Penalty: 6026.528320
	Iteration 58Q: 3 clusters Score -2.140023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 187592 members 
Entering Unmasked Estep 
Score: -21400232.000000 Penalty: 6026.528320
	Iteration 59Q: 3 clusters Score -2.140023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 187603 members 
Entering Unmasked Estep 
Score: -21400232.000000 Penalty: 6026.528320
	Iteration 60F: 3 clusters Score -2.140023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 187612 members 
Entering Unmasked Estep 
Score: -21400214.000000 Penalty: 6026.528320
	Iteration 61Q: 3 clusters Score -2.140021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 187620 members 
Entering Unmasked Estep 
Score: -21400220.000000 Penalty: 6026.528320
	Iteration 62Q: 3 clusters Score -2.140022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 187630 members 
Entering Unmasked Estep 
Score: -21400218.000000 Penalty: 6026.528320
	Iteration 63Q: 3 clusters Score -2.140022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 187643 members 
Entering Unmasked Estep 
Score: -21400214.000000 Penalty: 6026.528320
	Iteration 64Q: 3 clusters Score -2.140021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 187655 members 
Entering Unmasked Estep 
Score: -21400220.000000 Penalty: 6026.528320
	Iteration 65Q: 3 clusters Score -2.140022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 187663 members 
Entering Unmasked Estep 
Score: -21400228.000000 Penalty: 6026.528320
	Iteration 66Q: 3 clusters Score -2.140023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 187668 members 
Entering Unmasked Estep 
Score: -21400222.000000 Penalty: 6026.528320
	Iteration 67Q: 3 clusters Score -2.140022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 187672 members 
Entering Unmasked Estep 
Score: -21400218.000000 Penalty: 6026.528320
	Iteration 68Q: 3 clusters Score -2.140022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 187673 members 
Entering Unmasked Estep 
Score: -21400240.000000 Penalty: 6026.528320
	Iteration 69Q: 3 clusters Score -2.140024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 187673 members 
Entering Unmasked Estep 
Score: -21400216.000000 Penalty: 6026.528320
	Iteration 70Q: 3 clusters Score -2.140022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 187684 members 
Entering Unmasked Estep 
Score: -21400244.000000 Penalty: 6026.528320
	Iteration 71Q: 3 clusters Score -2.140024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 187691 members 
Entering Unmasked Estep 
Score: -21400238.000000 Penalty: 6026.528320
	Iteration 72Q: 3 clusters Score -2.140024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 187700 members 
Entering Unmasked Estep 
Score: -21400250.000000 Penalty: 6026.528320
	Iteration 73Q: 3 clusters Score -2.140025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 187712 members 
Entering Unmasked Estep 
Score: -21400238.000000 Penalty: 6026.528320
	Iteration 74Q: 3 clusters Score -2.140024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 187732 members 
Entering Unmasked Estep 
Score: -21400256.000000 Penalty: 6026.528320
	Iteration 75Q: 3 clusters Score -2.140026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 187751 members 
Entering Unmasked Estep 
Score: -21400258.000000 Penalty: 6026.528320
	Iteration 76Q: 3 clusters Score -2.140026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 187766 members 
Entering Unmasked Estep 
Score: -21400228.000000 Penalty: 6026.528320
	Iteration 77Q: 3 clusters Score -2.140023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 187772 members 
Entering Unmasked Estep 
Score: -21400260.000000 Penalty: 6026.528320
	Iteration 78Q: 3 clusters Score -2.140026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 187778 members 
Entering Unmasked Estep 
Score: -21400240.000000 Penalty: 6026.528320
	Iteration 79Q: 3 clusters Score -2.140024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 187781 members 
Entering Unmasked Estep 
Score: -21400236.000000 Penalty: 6026.528320
	Iteration 80F: 3 clusters Score -2.140024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 187783 members 
Entering Unmasked Estep 
Score: -21400244.000000 Penalty: 6026.528320
	Iteration 81Q: 3 clusters Score -2.140024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 187782 members 
Entering Unmasked Estep 
Score: -21400242.000000 Penalty: 6026.528320
	Iteration 82Q: 3 clusters Score -2.140024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 187783 members 
Entering Unmasked Estep 
Score: -21400258.000000 Penalty: 6026.528320
	Iteration 83Q: 3 clusters Score -2.140026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 187787 members 
Entering Unmasked Estep 
Score: -21400252.000000 Penalty: 6026.528320
	Iteration 84Q: 3 clusters Score -2.140025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 187790 members 
Entering Unmasked Estep 
Score: -21400250.000000 Penalty: 6026.528320
	Iteration 85Q: 3 clusters Score -2.140025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 187790 members 
Entering Unmasked Estep 
Score: -21400248.000000 Penalty: 6026.528320
	Iteration 86Q: 3 clusters Score -2.140025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 187789 members 
Entering Unmasked Estep 
Score: -21400244.000000 Penalty: 6026.528320
	Iteration 87Q: 3 clusters Score -2.140024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 187789 members 
Entering Unmasked Estep 
Score: -21400244.000000 Penalty: 6026.528320
	Iteration 88Q: 3 clusters Score -2.140024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 187790 members 
Entering Unmasked Estep 
Score: -21400244.000000 Penalty: 6026.528320
	Iteration 89Q: 3 clusters Score -2.140024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 187793 members 
Entering Unmasked Estep 
Score: -21400258.000000 Penalty: 6026.528320
	Iteration 90Q: 3 clusters Score -2.140026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 187792 members 
Entering Unmasked Estep 
Score: -21400254.000000 Penalty: 6026.528320
	Iteration 91Q: 3 clusters Score -2.140025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 187793 members 
Entering Unmasked Estep 
Score: -21400262.000000 Penalty: 6026.528320
	Iteration 92Q: 3 clusters Score -2.140026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 187793 members 
Entering Unmasked Estep 
Score: -21400268.000000 Penalty: 6026.528320
	Iteration 93Q: 3 clusters Score -2.140027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 187793 members 
Entering Unmasked Estep 
Score: -21400258.000000 Penalty: 6026.528320
	Iteration 94Q: 3 clusters Score -2.140026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 187796 members 
Entering Unmasked Estep 
Score: -21400254.000000 Penalty: 6026.528320
	Iteration 95Q: 3 clusters Score -2.140025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 187795 members 
Entering Unmasked Estep 
Score: -21400258.000000 Penalty: 6026.528320
	Iteration 96Q: 3 clusters Score -2.140026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 187795 members 
Entering Unmasked Estep 
Score: -21400258.000000 Penalty: 6026.528320
	Iteration 97F: 3 clusters Score -2.140026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Entering Unmasked Estep 
Score: -153285.484375 Penalty: 1793.179688
	Iteration 0F: 2 clusters Score -153285.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -151055.406250 Penalty: 3586.359375
	Iteration 0F: 3 clusters Score -151055.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -151398.609375 Penalty: 3586.359375
	Iteration 1F: 3 clusters Score -151398.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -151502.593750 Penalty: 3586.359375
	Iteration 2F: 3 clusters Score -151502.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -151549.968750 Penalty: 3586.359375
	Iteration 3Q: 3 clusters Score -151550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -151573.859375 Penalty: 3586.359375
	Iteration 4Q: 3 clusters Score -151573.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -151586.281250 Penalty: 3586.359375
	Iteration 5Q: 3 clusters Score -151586.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -151600.062500 Penalty: 3586.359375
	Iteration 6Q: 3 clusters Score -151600.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -151615.875000 Penalty: 3586.359375
	Iteration 7Q: 3 clusters Score -151615.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -151632.390625 Penalty: 3586.359375
	Iteration 8Q: 3 clusters Score -151632.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -151642.609375 Penalty: 3586.359375
	Iteration 9Q: 3 clusters Score -151642.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -151650.625000 Penalty: 3586.359375
	Iteration 10Q: 3 clusters Score -151650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -151653.640625 Penalty: 3586.359375
	Iteration 11Q: 3 clusters Score -151653.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -151657.171875 Penalty: 3586.359375
	Iteration 12Q: 3 clusters Score -151657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -151659.343750 Penalty: 3586.359375
	Iteration 13Q: 3 clusters Score -151659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -151660.734375 Penalty: 3586.359375
	Iteration 14Q: 3 clusters Score -151660.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -151663.968750 Penalty: 3586.359375
	Iteration 15Q: 3 clusters Score -151664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -151666.718750 Penalty: 3586.359375
	Iteration 16Q: 3 clusters Score -151666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -151668.093750 Penalty: 3586.359375
	Iteration 17Q: 3 clusters Score -151668.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -151668.093750 Penalty: 3586.359375
	Iteration 18F: 3 clusters Score -151668.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -122842.039062 Penalty: 1778.951538
	Iteration 0F: 2 clusters Score -122842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -120861.468750 Penalty: 3557.903076
	Iteration 0F: 3 clusters Score -120861.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -121688.898438 Penalty: 3557.903076
	Iteration 1F: 3 clusters Score -121688.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -122258.656250 Penalty: 3557.903076
	Iteration 2F: 3 clusters Score -122258.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -122642.125000 Penalty: 3557.903076
	Iteration 3F: 3 clusters Score -122642.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122937.617188 Penalty: 3557.903076
	Iteration 4F: 3 clusters Score -122937.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123137.179688 Penalty: 3557.903076
	Iteration 5Q: 3 clusters Score -123137.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -123230.039062 Penalty: 3557.903076
	Iteration 6Q: 3 clusters Score -123230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -123255.812500 Penalty: 3557.903076
	Iteration 7Q: 3 clusters Score -123255.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -123266.820312 Penalty: 3557.903076
	Iteration 8Q: 3 clusters Score -123266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -123267.921875 Penalty: 3557.903076
	Iteration 9Q: 3 clusters Score -123267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -123270.000000 Penalty: 3557.903076
	Iteration 10Q: 3 clusters Score -123270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -123273.101562 Penalty: 3557.903076
	Iteration 11F: 3 clusters Score -123273.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -123298.000000 Penalty: 3557.903076
	Iteration 12Q: 3 clusters Score -123298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -123299.945312 Penalty: 3557.903076
	Iteration 13Q: 3 clusters Score -123299.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -123301.453125 Penalty: 3557.903076
	Iteration 14Q: 3 clusters Score -123301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -123302.179688 Penalty: 3557.903076
	Iteration 15Q: 3 clusters Score -123302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -123302.179688 Penalty: 3557.903076
	Iteration 16F: 3 clusters Score -123302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 189143 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 840 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15161 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3996 members 
Mstep: Class 10 contains 464 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17152 members 
Mstep: Class 15 contains 252797 members 
Mstep: Class 16 contains 17526 members 
Mstep: Class 17 contains 43763 members 
Mstep: Class 18 contains 49003 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 1827 members 
Mstep: Class 21 contains 19909 members 
Entering Unmasked Estep 
Score: -70761856.000000 Penalty: 62942.238281
Splitting cluster 4 changes total score from -70763072.000000 to -70761856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -73278.218750 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -73278.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71614.304688 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -71614.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71797.539062 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -71797.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71844.789062 Penalty: 3222.400391
	Iteration 2Q: 3 clusters Score -71844.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71865.960938 Penalty: 3222.400391
	Iteration 3Q: 3 clusters Score -71865.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71879.812500 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -71879.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71886.796875 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -71886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71891.679688 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -71891.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71895.687500 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -71895.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71895.687500 Penalty: 3222.400391
	Iteration 8F: 3 clusters Score -71895.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -100469.718750 Penalty: 1723.326538
	Iteration 0F: 2 clusters Score -100469.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -98652.023438 Penalty: 3446.653076
	Iteration 0F: 3 clusters Score -98652.02 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -99217.781250 Penalty: 3446.653076
	Iteration 1F: 3 clusters Score -99217.78 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -99664.507812 Penalty: 3446.653076
	Iteration 2F: 3 clusters Score -99664.51 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -100008.750000 Penalty: 3446.653076
	Iteration 3F: 3 clusters Score -100008.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -100226.242188 Penalty: 3446.653076
	Iteration 4F: 3 clusters Score -100226.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -100481.085938 Penalty: 3446.653076
	Iteration 5Q: 3 clusters Score -100481.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -100722.281250 Penalty: 3446.653076
	Iteration 6Q: 3 clusters Score -100722.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -100933.640625 Penalty: 3446.653076
	Iteration 7Q: 3 clusters Score -100933.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -101003.648438 Penalty: 3446.653076
	Iteration 8Q: 3 clusters Score -101003.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -101033.132812 Penalty: 3446.653076
	Iteration 9Q: 3 clusters Score -101033.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -101081.984375 Penalty: 3446.653076
	Iteration 10Q: 3 clusters Score -101082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -101121.687500 Penalty: 3446.653076
	Iteration 11Q: 3 clusters Score -101121.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -101168.484375 Penalty: 3446.653076
	Iteration 12Q: 3 clusters Score -101168.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -101209.007812 Penalty: 3446.653076
	Iteration 13Q: 3 clusters Score -101209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -101253.757812 Penalty: 3446.653076
	Iteration 14Q: 3 clusters Score -101253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -101295.500000 Penalty: 3446.653076
	Iteration 15Q: 3 clusters Score -101295.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -101331.859375 Penalty: 3446.653076
	Iteration 16Q: 3 clusters Score -101331.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -101362.773438 Penalty: 3446.653076
	Iteration 17Q: 3 clusters Score -101362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -101393.031250 Penalty: 3446.653076
	Iteration 18Q: 3 clusters Score -101393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -101415.906250 Penalty: 3446.653076
	Iteration 19Q: 3 clusters Score -101415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -101504.507812 Penalty: 3446.653076
	Iteration 20F: 3 clusters Score -101504.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -101639.523438 Penalty: 3446.653076
	Iteration 21Q: 3 clusters Score -101639.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -101639.523438 Penalty: 3446.653076
	Iteration 22F: 3 clusters Score -101639.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 189143 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 15161 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3996 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17152 members 
Mstep: Class 15 contains 252797 members 
Mstep: Class 16 contains 17526 members 
Mstep: Class 17 contains 43763 members 
Mstep: Class 18 contains 49003 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 1827 members 
Mstep: Class 21 contains 19909 members 
Entering Unmasked Estep 
Score: -70762544.000000 Penalty: 62942.238281
Splitting cluster 6 changes total score from -70763072.000000 to -70762544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (15161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Entering Unmasked Estep 
Score: -1738268.125000 Penalty: 2387.367432
	Iteration 0F: 2 clusters Score -1738268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1727275.500000 Penalty: 4774.734863
	Iteration 0F: 3 clusters Score -1727276 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1730848.125000 Penalty: 4774.734863
	Iteration 1F: 3 clusters Score -1730848 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1731260.875000 Penalty: 4774.734863
	Iteration 2F: 3 clusters Score -1731261 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1731585.000000 Penalty: 4774.734863
	Iteration 3F: 3 clusters Score -1731585 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1731882.375000 Penalty: 4774.734863
	Iteration 4Q: 3 clusters Score -1731882 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1732205.000000 Penalty: 4774.734863
	Iteration 5Q: 3 clusters Score -1732205 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1732620.875000 Penalty: 4774.734863
	Iteration 6Q: 3 clusters Score -1732621 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1733078.000000 Penalty: 4774.734863
	Iteration 7Q: 3 clusters Score -1733078 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1733590.625000 Penalty: 4774.734863
	Iteration 8F: 3 clusters Score -1733591 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1734180.000000 Penalty: 4774.734863
	Iteration 9Q: 3 clusters Score -1734180 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1734705.250000 Penalty: 4774.734863
	Iteration 10Q: 3 clusters Score -1734705 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1735135.500000 Penalty: 4774.734863
	Iteration 11Q: 3 clusters Score -1735136 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1735448.500000 Penalty: 4774.734863
	Iteration 12Q: 3 clusters Score -1735448 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1735663.875000 Penalty: 4774.734863
	Iteration 13Q: 3 clusters Score -1735664 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1735814.875000 Penalty: 4774.734863
	Iteration 14Q: 3 clusters Score -1735815 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1735907.250000 Penalty: 4774.734863
	Iteration 15Q: 3 clusters Score -1735907 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1735979.750000 Penalty: 4774.734863
	Iteration 16Q: 3 clusters Score -1735980 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1736034.750000 Penalty: 4774.734863
	Iteration 17Q: 3 clusters Score -1736035 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1736082.500000 Penalty: 4774.734863
	Iteration 18Q: 3 clusters Score -1736082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1736117.625000 Penalty: 4774.734863
	Iteration 19Q: 3 clusters Score -1736118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1736139.500000 Penalty: 4774.734863
	Iteration 20F: 3 clusters Score -1736140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1736155.500000 Penalty: 4774.734863
	Iteration 21Q: 3 clusters Score -1736156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1736164.125000 Penalty: 4774.734863
	Iteration 22Q: 3 clusters Score -1736164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1736167.375000 Penalty: 4774.734863
	Iteration 23Q: 3 clusters Score -1736167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1736176.500000 Penalty: 4774.734863
	Iteration 24Q: 3 clusters Score -1736176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1736184.750000 Penalty: 4774.734863
	Iteration 25Q: 3 clusters Score -1736185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1736193.875000 Penalty: 4774.734863
	Iteration 26Q: 3 clusters Score -1736194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1736195.500000 Penalty: 4774.734863
	Iteration 27Q: 3 clusters Score -1736196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1736195.375000 Penalty: 4774.734863
	Iteration 28Q: 3 clusters Score -1736195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1736197.375000 Penalty: 4774.734863
	Iteration 29Q: 3 clusters Score -1736197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1736199.500000 Penalty: 4774.734863
	Iteration 30Q: 3 clusters Score -1736200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1736199.500000 Penalty: 4774.734863
	Iteration 31F: 3 clusters Score -1736200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -100438.289062 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -100438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98599.648438 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -98599.65 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98845.445312 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -98845.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -98923.382812 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -98923.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -98968.617188 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -98968.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -99002.046875 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -99002.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -99029.617188 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -99029.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -99051.625000 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -99051.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -99072.234375 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -99072.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -99083.765625 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -99083.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -99096.656250 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -99096.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99124.062500 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -99124.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99141.453125 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -99141.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99161.429688 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -99161.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99215.179688 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -99215.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -99259.820312 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -99259.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -99282.468750 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -99282.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99290.585938 Penalty: 3377.283447
	Iteration 16Q: 3 clusters Score -99290.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -99296.367188 Penalty: 3377.283447
	Iteration 17Q: 3 clusters Score -99296.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -99304.367188 Penalty: 3377.283447
	Iteration 18Q: 3 clusters Score -99304.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99315.000000 Penalty: 3377.283447
	Iteration 19Q: 3 clusters Score -99315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -99324.359375 Penalty: 3377.283447
	Iteration 20F: 3 clusters Score -99324.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -99360.921875 Penalty: 3377.283447
	Iteration 21Q: 3 clusters Score -99360.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -99408.960938 Penalty: 3377.283447
	Iteration 22Q: 3 clusters Score -99408.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99426.492188 Penalty: 3377.283447
	Iteration 23Q: 3 clusters Score -99426.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99436.289062 Penalty: 3377.283447
	Iteration 24Q: 3 clusters Score -99436.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99441.726562 Penalty: 3377.283447
	Iteration 25Q: 3 clusters Score -99441.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -99445.085938 Penalty: 3377.283447
	Iteration 26Q: 3 clusters Score -99445.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -99447.726562 Penalty: 3377.283447
	Iteration 27Q: 3 clusters Score -99447.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -99451.007812 Penalty: 3377.283447
	Iteration 28Q: 3 clusters Score -99451.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -99454.507812 Penalty: 3377.283447
	Iteration 29Q: 3 clusters Score -99454.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -99457.296875 Penalty: 3377.283447
	Iteration 30Q: 3 clusters Score -99457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99458.414062 Penalty: 3377.283447
	Iteration 31Q: 3 clusters Score -99458.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99459.125000 Penalty: 3377.283447
	Iteration 32Q: 3 clusters Score -99459.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99459.125000 Penalty: 3377.283447
	Iteration 33F: 3 clusters Score -99459.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Entering Unmasked Estep 
Score: -436054.250000 Penalty: 2056.676025
	Iteration 0F: 2 clusters Score -436054.2 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 1993 members 
Entering Unmasked Estep 
Score: -432153.531250 Penalty: 4113.352051
	Iteration 0F: 3 clusters Score -432153.5 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -433001.156250 Penalty: 4113.352051
	Iteration 1F: 3 clusters Score -433001.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -433199.562500 Penalty: 4113.352051
	Iteration 2F: 3 clusters Score -433199.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -433307.156250 Penalty: 4113.352051
	Iteration 3F: 3 clusters Score -433307.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -433375.875000 Penalty: 4113.352051
	Iteration 4Q: 3 clusters Score -433375.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -433425.375000 Penalty: 4113.352051
	Iteration 5Q: 3 clusters Score -433425.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -433462.031250 Penalty: 4113.352051
	Iteration 6Q: 3 clusters Score -433462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -433497.656250 Penalty: 4113.352051
	Iteration 7Q: 3 clusters Score -433497.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -433533.500000 Penalty: 4113.352051
	Iteration 8Q: 3 clusters Score -433533.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -433564.531250 Penalty: 4113.352051
	Iteration 9Q: 3 clusters Score -433564.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -433585.031250 Penalty: 4113.352051
	Iteration 10Q: 3 clusters Score -433585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -433612.781250 Penalty: 4113.352051
	Iteration 11Q: 3 clusters Score -433612.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -433642.406250 Penalty: 4113.352051
	Iteration 12Q: 3 clusters Score -433642.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -433687.500000 Penalty: 4113.352051
	Iteration 13Q: 3 clusters Score -433687.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -433742.468750 Penalty: 4113.352051
	Iteration 14Q: 3 clusters Score -433742.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -433781.343750 Penalty: 4113.352051
	Iteration 15Q: 3 clusters Score -433781.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -433819.187500 Penalty: 4113.352051
	Iteration 16Q: 3 clusters Score -433819.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -433849.156250 Penalty: 4113.352051
	Iteration 17Q: 3 clusters Score -433849.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -433879.625000 Penalty: 4113.352051
	Iteration 18Q: 3 clusters Score -433879.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -433910.125000 Penalty: 4113.352051
	Iteration 19Q: 3 clusters Score -433910.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -433934.656250 Penalty: 4113.352051
	Iteration 20F: 3 clusters Score -433934.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -433966.437500 Penalty: 4113.352051
	Iteration 21Q: 3 clusters Score -433966.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -433996.906250 Penalty: 4113.352051
	Iteration 22Q: 3 clusters Score -433996.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -434031.343750 Penalty: 4113.352051
	Iteration 23Q: 3 clusters Score -434031.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -434072.281250 Penalty: 4113.352051
	Iteration 24Q: 3 clusters Score -434072.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -434116.968750 Penalty: 4113.352051
	Iteration 25Q: 3 clusters Score -434117 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -434172.437500 Penalty: 4113.352051
	Iteration 26Q: 3 clusters Score -434172.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -434226.750000 Penalty: 4113.352051
	Iteration 27Q: 3 clusters Score -434226.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -434290.031250 Penalty: 4113.352051
	Iteration 28Q: 3 clusters Score -434290 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -434341.843750 Penalty: 4113.352051
	Iteration 29Q: 3 clusters Score -434341.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -434386.031250 Penalty: 4113.352051
	Iteration 30Q: 3 clusters Score -434386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -434430.375000 Penalty: 4113.352051
	Iteration 31Q: 3 clusters Score -434430.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -434474.156250 Penalty: 4113.352051
	Iteration 32Q: 3 clusters Score -434474.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -434514.375000 Penalty: 4113.352051
	Iteration 33Q: 3 clusters Score -434514.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -434553.218750 Penalty: 4113.352051
	Iteration 34Q: 3 clusters Score -434553.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -434587.968750 Penalty: 4113.352051
	Iteration 35Q: 3 clusters Score -434588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -434619.156250 Penalty: 4113.352051
	Iteration 36Q: 3 clusters Score -434619.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -434645.687500 Penalty: 4113.352051
	Iteration 37Q: 3 clusters Score -434645.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -434669.531250 Penalty: 4113.352051
	Iteration 38Q: 3 clusters Score -434669.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -434686.250000 Penalty: 4113.352051
	Iteration 39Q: 3 clusters Score -434686.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -434697.718750 Penalty: 4113.352051
	Iteration 40F: 3 clusters Score -434697.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -434704.687500 Penalty: 4113.352051
	Iteration 41Q: 3 clusters Score -434704.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -434711.468750 Penalty: 4113.352051
	Iteration 42Q: 3 clusters Score -434711.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -434714.781250 Penalty: 4113.352051
	Iteration 43Q: 3 clusters Score -434714.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -434718.437500 Penalty: 4113.352051
	Iteration 44Q: 3 clusters Score -434718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -434724.468750 Penalty: 4113.352051
	Iteration 45Q: 3 clusters Score -434724.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -434728.593750 Penalty: 4113.352051
	Iteration 46Q: 3 clusters Score -434728.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -434731.937500 Penalty: 4113.352051
	Iteration 47Q: 3 clusters Score -434731.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -434733.968750 Penalty: 4113.352051
	Iteration 48Q: 3 clusters Score -434734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -434736.656250 Penalty: 4113.352051
	Iteration 49Q: 3 clusters Score -434736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -434737.656250 Penalty: 4113.352051
	Iteration 50Q: 3 clusters Score -434737.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -434737.656250 Penalty: 4113.352051
	Iteration 51F: 3 clusters Score -434737.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -125010.914062 Penalty: 1751.635986
	Iteration 0F: 2 clusters Score -125010.9 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 570 members 
Entering Unmasked Estep 
Score: -122979.992188 Penalty: 3503.271973
	Iteration 0F: 3 clusters Score -122980 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -123370.726562 Penalty: 3503.271973
	Iteration 1F: 3 clusters Score -123370.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -123589.515625 Penalty: 3503.271973
	Iteration 2F: 3 clusters Score -123589.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -123742.093750 Penalty: 3503.271973
	Iteration 3F: 3 clusters Score -123742.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -123856.140625 Penalty: 3503.271973
	Iteration 4F: 3 clusters Score -123856.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -123969.101562 Penalty: 3503.271973
	Iteration 5Q: 3 clusters Score -123969.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -124191.992188 Penalty: 3503.271973
	Iteration 6Q: 3 clusters Score -124192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -124638.257812 Penalty: 3503.271973
	Iteration 7Q: 3 clusters Score -124638.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -124938.312500 Penalty: 3503.271973
	Iteration 8F: 3 clusters Score -124938.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -125147.578125 Penalty: 3503.271973
	Iteration 9F: 3 clusters Score -125147.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -125254.234375 Penalty: 3503.271973
	Iteration 10Q: 3 clusters Score -125254.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -125304.078125 Penalty: 3503.271973
	Iteration 11Q: 3 clusters Score -125304.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -125332.671875 Penalty: 3503.271973
	Iteration 12Q: 3 clusters Score -125332.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -125338.867188 Penalty: 3503.271973
	Iteration 13Q: 3 clusters Score -125338.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -125338.867188 Penalty: 3503.271973
	Iteration 14F: 3 clusters Score -125338.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 189143 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15161 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3996 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 13 contains 230 members 
Mstep: Class 14 contains 17152 members 
Mstep: Class 15 contains 252797 members 
Mstep: Class 16 contains 17526 members 
Mstep: Class 17 contains 43763 members 
Mstep: Class 18 contains 49003 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 1827 members 
Mstep: Class 21 contains 19909 members 
Entering Unmasked Estep 
Score: -70761744.000000 Penalty: 62942.238281
Splitting cluster 13 changes total score from -70763072.000000 to -70761744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (17152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Entering Unmasked Estep 
Score: -1985362.625000 Penalty: 2417.967773
	Iteration 0F: 2 clusters Score -1985363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1973050.375000 Penalty: 4835.935547
	Iteration 0F: 3 clusters Score -1973050 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1977382.875000 Penalty: 4835.935547
	Iteration 1F: 3 clusters Score -1977383 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1978207.750000 Penalty: 4835.935547
	Iteration 2F: 3 clusters Score -1978208 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1979119.750000 Penalty: 4835.935547
	Iteration 3F: 3 clusters Score -1979120 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1980024.000000 Penalty: 4835.935547
	Iteration 4F: 3 clusters Score -1980024 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1980941.625000 Penalty: 4835.935547
	Iteration 5F: 3 clusters Score -1980942 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1981770.000000 Penalty: 4835.935547
	Iteration 6F: 3 clusters Score -1981770 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1982454.875000 Penalty: 4835.935547
	Iteration 7F: 3 clusters Score -1982455 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1982908.875000 Penalty: 4835.935547
	Iteration 8Q: 3 clusters Score -1982909 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1983301.875000 Penalty: 4835.935547
	Iteration 9Q: 3 clusters Score -1983302 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1983558.750000 Penalty: 4835.935547
	Iteration 10Q: 3 clusters Score -1983559 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1983723.500000 Penalty: 4835.935547
	Iteration 11Q: 3 clusters Score -1983724 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1983827.250000 Penalty: 4835.935547
	Iteration 12Q: 3 clusters Score -1983827 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1983904.500000 Penalty: 4835.935547
	Iteration 13Q: 3 clusters Score -1983904 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1983965.000000 Penalty: 4835.935547
	Iteration 14Q: 3 clusters Score -1983965 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1984012.250000 Penalty: 4835.935547
	Iteration 15Q: 3 clusters Score -1984012 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1984048.125000 Penalty: 4835.935547
	Iteration 16Q: 3 clusters Score -1984048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1984087.875000 Penalty: 4835.935547
	Iteration 17Q: 3 clusters Score -1984088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1984119.250000 Penalty: 4835.935547
	Iteration 18Q: 3 clusters Score -1984119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1984142.625000 Penalty: 4835.935547
	Iteration 19Q: 3 clusters Score -1984143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1984158.750000 Penalty: 4835.935547
	Iteration 20F: 3 clusters Score -1984159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1984175.250000 Penalty: 4835.935547
	Iteration 21Q: 3 clusters Score -1984175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1984182.500000 Penalty: 4835.935547
	Iteration 22Q: 3 clusters Score -1984182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1984192.750000 Penalty: 4835.935547
	Iteration 23Q: 3 clusters Score -1984193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1984202.375000 Penalty: 4835.935547
	Iteration 24Q: 3 clusters Score -1984202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1984213.125000 Penalty: 4835.935547
	Iteration 25Q: 3 clusters Score -1984213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1984222.125000 Penalty: 4835.935547
	Iteration 26Q: 3 clusters Score -1984222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1984224.375000 Penalty: 4835.935547
	Iteration 27Q: 3 clusters Score -1984224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1984225.750000 Penalty: 4835.935547
	Iteration 28Q: 3 clusters Score -1984226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1984228.375000 Penalty: 4835.935547
	Iteration 29Q: 3 clusters Score -1984228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1984227.625000 Penalty: 4835.935547
	Iteration 30Q: 3 clusters Score -1984228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1984232.750000 Penalty: 4835.935547
	Iteration 31Q: 3 clusters Score -1984233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1984233.625000 Penalty: 4835.935547
	Iteration 32Q: 3 clusters Score -1984234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1984240.000000 Penalty: 4835.935547
	Iteration 33Q: 3 clusters Score -1984240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1984241.250000 Penalty: 4835.935547
	Iteration 34Q: 3 clusters Score -1984241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1984245.250000 Penalty: 4835.935547
	Iteration 35Q: 3 clusters Score -1984245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1984247.500000 Penalty: 4835.935547
	Iteration 36Q: 3 clusters Score -1984248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1984247.500000 Penalty: 4835.935547
	Iteration 37F: 3 clusters Score -1984248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (252797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252797 members 
Entering Unmasked Estep 
Score: -28769442.000000 Penalty: 3085.204834
	Iteration 0F: 2 clusters Score -2.876944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126138 members 
Mstep: Class 2 contains 126659 members 
Entering Unmasked Estep 
Score: -28608100.000000 Penalty: 6170.409668
	Iteration 0F: 3 clusters Score -2.86081e+07 nChanged 121847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122275 members 
Mstep: Class 2 contains 130522 members 
Entering Unmasked Estep 
Score: -28679840.000000 Penalty: 6170.409668
	Iteration 1F: 3 clusters Score -2.867984e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119546 members 
Mstep: Class 2 contains 133251 members 
Entering Unmasked Estep 
Score: -28681348.000000 Penalty: 6170.409668
	Iteration 2Q: 3 clusters Score -2.868135e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115368 members 
Mstep: Class 2 contains 137429 members 
Entering Unmasked Estep 
Score: -28683650.000000 Penalty: 6170.409668
	Iteration 3Q: 3 clusters Score -2.868365e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 143825 members 
Entering Unmasked Estep 
Score: -28687146.000000 Penalty: 6170.409668
	Iteration 4Q: 3 clusters Score -2.868715e+07 nChanged 12059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99513 members 
Mstep: Class 2 contains 153284 members 
Entering Unmasked Estep 
Score: -28692814.000000 Penalty: 6170.409668
	Iteration 5Q: 3 clusters Score -2.869281e+07 nChanged 15179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86278 members 
Mstep: Class 2 contains 166519 members 
Entering Unmasked Estep 
Score: -28701716.000000 Penalty: 6170.409668
	Iteration 6F: 3 clusters Score -2.870172e+07 nChanged 17857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69475 members 
Mstep: Class 2 contains 183322 members 
Entering Unmasked Estep 
Score: -28714092.000000 Penalty: 6170.409668
	Iteration 7F: 3 clusters Score -2.871409e+07 nChanged 18982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 201788 members 
Entering Unmasked Estep 
Score: -28728868.000000 Penalty: 6170.409668
	Iteration 8F: 3 clusters Score -2.872887e+07 nChanged 16853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 218473 members 
Entering Unmasked Estep 
Score: -28742824.000000 Penalty: 6170.409668
	Iteration 9F: 3 clusters Score -2.874282e+07 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 230934 members 
Entering Unmasked Estep 
Score: -28753158.000000 Penalty: 6170.409668
	Iteration 10Q: 3 clusters Score -2.875316e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 238832 members 
Entering Unmasked Estep 
Score: -28759636.000000 Penalty: 6170.409668
	Iteration 11Q: 3 clusters Score -2.875964e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 243305 members 
Entering Unmasked Estep 
Score: -28763228.000000 Penalty: 6170.409668
	Iteration 12Q: 3 clusters Score -2.876323e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 245903 members 
Entering Unmasked Estep 
Score: -28764954.000000 Penalty: 6170.409668
	Iteration 13Q: 3 clusters Score -2.876495e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 247533 members 
Entering Unmasked Estep 
Score: -28765730.000000 Penalty: 6170.409668
	Iteration 14Q: 3 clusters Score -2.876573e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 248630 members 
Entering Unmasked Estep 
Score: -28766192.000000 Penalty: 6170.409668
	Iteration 15Q: 3 clusters Score -2.876619e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 249403 members 
Entering Unmasked Estep 
Score: -28766510.000000 Penalty: 6170.409668
	Iteration 16Q: 3 clusters Score -2.876651e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 249980 members 
Entering Unmasked Estep 
Score: -28766688.000000 Penalty: 6170.409668
	Iteration 17Q: 3 clusters Score -2.876669e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 250391 members 
Entering Unmasked Estep 
Score: -28766752.000000 Penalty: 6170.409668
	Iteration 18Q: 3 clusters Score -2.876675e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 250679 members 
Entering Unmasked Estep 
Score: -28766844.000000 Penalty: 6170.409668
	Iteration 19Q: 3 clusters Score -2.876684e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 250895 members 
Entering Unmasked Estep 
Score: -28766922.000000 Penalty: 6170.409668
	Iteration 20F: 3 clusters Score -2.876692e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 251048 members 
Entering Unmasked Estep 
Score: -28766970.000000 Penalty: 6170.409668
	Iteration 21Q: 3 clusters Score -2.876697e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 251176 members 
Entering Unmasked Estep 
Score: -28767006.000000 Penalty: 6170.409668
	Iteration 22Q: 3 clusters Score -2.876701e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 251304 members 
Entering Unmasked Estep 
Score: -28767076.000000 Penalty: 6170.409668
	Iteration 23Q: 3 clusters Score -2.876708e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 251391 members 
Entering Unmasked Estep 
Score: -28767094.000000 Penalty: 6170.409668
	Iteration 24Q: 3 clusters Score -2.876709e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 251465 members 
Entering Unmasked Estep 
Score: -28767074.000000 Penalty: 6170.409668
	Iteration 25Q: 3 clusters Score -2.876707e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 251518 members 
Entering Unmasked Estep 
Score: -28767116.000000 Penalty: 6170.409668
	Iteration 26Q: 3 clusters Score -2.876712e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 251556 members 
Entering Unmasked Estep 
Score: -28767068.000000 Penalty: 6170.409668
	Iteration 27Q: 3 clusters Score -2.876707e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 251588 members 
Entering Unmasked Estep 
Score: -28767084.000000 Penalty: 6170.409668
	Iteration 28Q: 3 clusters Score -2.876708e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 251614 members 
Entering Unmasked Estep 
Score: -28767104.000000 Penalty: 6170.409668
	Iteration 29Q: 3 clusters Score -2.87671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 251635 members 
Entering Unmasked Estep 
Score: -28767082.000000 Penalty: 6170.409668
	Iteration 30Q: 3 clusters Score -2.876708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 251650 members 
Entering Unmasked Estep 
Score: -28767110.000000 Penalty: 6170.409668
	Iteration 31Q: 3 clusters Score -2.876711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 251667 members 
Entering Unmasked Estep 
Score: -28767112.000000 Penalty: 6170.409668
	Iteration 32Q: 3 clusters Score -2.876711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 251686 members 
Entering Unmasked Estep 
Score: -28767134.000000 Penalty: 6170.409668
	Iteration 33Q: 3 clusters Score -2.876713e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 251708 members 
Entering Unmasked Estep 
Score: -28767110.000000 Penalty: 6170.409668
	Iteration 34Q: 3 clusters Score -2.876711e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 251728 members 
Entering Unmasked Estep 
Score: -28767114.000000 Penalty: 6170.409668
	Iteration 35Q: 3 clusters Score -2.876711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 251737 members 
Entering Unmasked Estep 
Score: -28767110.000000 Penalty: 6170.409668
	Iteration 36Q: 3 clusters Score -2.876711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 251752 members 
Entering Unmasked Estep 
Score: -28767134.000000 Penalty: 6170.409668
	Iteration 37Q: 3 clusters Score -2.876713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 251764 members 
Entering Unmasked Estep 
Score: -28767146.000000 Penalty: 6170.409668
	Iteration 38Q: 3 clusters Score -2.876715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 251774 members 
Entering Unmasked Estep 
Score: -28767136.000000 Penalty: 6170.409668
	Iteration 39Q: 3 clusters Score -2.876714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 251783 members 
Entering Unmasked Estep 
Score: -28767148.000000 Penalty: 6170.409668
	Iteration 40F: 3 clusters Score -2.876715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 251790 members 
Entering Unmasked Estep 
Score: -28767160.000000 Penalty: 6170.409668
	Iteration 41Q: 3 clusters Score -2.876716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 251797 members 
Entering Unmasked Estep 
Score: -28767160.000000 Penalty: 6170.409668
	Iteration 42Q: 3 clusters Score -2.876716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 251803 members 
Entering Unmasked Estep 
Score: -28767154.000000 Penalty: 6170.409668
	Iteration 43Q: 3 clusters Score -2.876715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 251806 members 
Entering Unmasked Estep 
Score: -28767150.000000 Penalty: 6170.409668
	Iteration 44Q: 3 clusters Score -2.876715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 251812 members 
Entering Unmasked Estep 
Score: -28767124.000000 Penalty: 6170.409668
	Iteration 45Q: 3 clusters Score -2.876712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 251815 members 
Entering Unmasked Estep 
Score: -28767132.000000 Penalty: 6170.409668
	Iteration 46Q: 3 clusters Score -2.876713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 251820 members 
Entering Unmasked Estep 
Score: -28767144.000000 Penalty: 6170.409668
	Iteration 47Q: 3 clusters Score -2.876714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 251823 members 
Entering Unmasked Estep 
Score: -28767150.000000 Penalty: 6170.409668
	Iteration 48Q: 3 clusters Score -2.876715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 251823 members 
Entering Unmasked Estep 
Score: -28767150.000000 Penalty: 6170.409668
	Iteration 49Q: 3 clusters Score -2.876715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 251821 members 
Entering Unmasked Estep 
Score: -28767172.000000 Penalty: 6170.409668
	Iteration 50Q: 3 clusters Score -2.876717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 251822 members 
Entering Unmasked Estep 
Score: -28767156.000000 Penalty: 6170.409668
	Iteration 51Q: 3 clusters Score -2.876716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 251822 members 
Entering Unmasked Estep 
Score: -28767156.000000 Penalty: 6170.409668
	Iteration 52F: 3 clusters Score -2.876716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Entering Unmasked Estep 
Score: -2033780.375000 Penalty: 2423.317139
	Iteration 0F: 2 clusters Score -2033780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2021350.500000 Penalty: 4846.634277
	Iteration 0F: 3 clusters Score -2021350 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2025325.375000 Penalty: 4846.634277
	Iteration 1F: 3 clusters Score -2025325 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2025779.500000 Penalty: 4846.634277
	Iteration 2F: 3 clusters Score -2025780 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2026256.875000 Penalty: 4846.634277
	Iteration 3F: 3 clusters Score -2026257 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2026798.500000 Penalty: 4846.634277
	Iteration 4F: 3 clusters Score -2026798 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2027495.125000 Penalty: 4846.634277
	Iteration 5F: 3 clusters Score -2027495 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2028381.750000 Penalty: 4846.634277
	Iteration 6F: 3 clusters Score -2028382 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2029347.000000 Penalty: 4846.634277
	Iteration 7F: 3 clusters Score -2029347 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2030223.625000 Penalty: 4846.634277
	Iteration 8F: 3 clusters Score -2030224 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2030900.125000 Penalty: 4846.634277
	Iteration 9Q: 3 clusters Score -2030900 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2031313.000000 Penalty: 4846.634277
	Iteration 10Q: 3 clusters Score -2031313 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2031546.000000 Penalty: 4846.634277
	Iteration 11Q: 3 clusters Score -2031546 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2031694.875000 Penalty: 4846.634277
	Iteration 12Q: 3 clusters Score -2031695 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2031774.875000 Penalty: 4846.634277
	Iteration 13Q: 3 clusters Score -2031775 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2031828.000000 Penalty: 4846.634277
	Iteration 14Q: 3 clusters Score -2031828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2031899.875000 Penalty: 4846.634277
	Iteration 15Q: 3 clusters Score -2031900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2031942.625000 Penalty: 4846.634277
	Iteration 16Q: 3 clusters Score -2031943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2031986.750000 Penalty: 4846.634277
	Iteration 17Q: 3 clusters Score -2031987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2032001.500000 Penalty: 4846.634277
	Iteration 18Q: 3 clusters Score -2032002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2032012.250000 Penalty: 4846.634277
	Iteration 19Q: 3 clusters Score -2032012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2032017.500000 Penalty: 4846.634277
	Iteration 20F: 3 clusters Score -2032018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2032022.625000 Penalty: 4846.634277
	Iteration 21Q: 3 clusters Score -2032023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2032025.750000 Penalty: 4846.634277
	Iteration 22Q: 3 clusters Score -2032026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2032035.125000 Penalty: 4846.634277
	Iteration 23Q: 3 clusters Score -2032035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2032036.750000 Penalty: 4846.634277
	Iteration 24Q: 3 clusters Score -2032037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2032034.000000 Penalty: 4846.634277
	Iteration 25Q: 3 clusters Score -2032034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2032035.125000 Penalty: 4846.634277
	Iteration 26Q: 3 clusters Score -2032035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2032037.125000 Penalty: 4846.634277
	Iteration 27Q: 3 clusters Score -2032037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2032037.125000 Penalty: 4846.634277
	Iteration 28F: 3 clusters Score -2032037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Entering Unmasked Estep 
Score: -4888303.000000 Penalty: 2650.262939
	Iteration 0F: 2 clusters Score -4888303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -4858675.000000 Penalty: 5300.525879
	Iteration 0F: 3 clusters Score -4858675 nChanged 20073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -4869889.500000 Penalty: 5300.525879
	Iteration 1F: 3 clusters Score -4869890 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -4870323.500000 Penalty: 5300.525879
	Iteration 2Q: 3 clusters Score -4870324 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -4870692.500000 Penalty: 5300.525879
	Iteration 3Q: 3 clusters Score -4870692 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -4871051.500000 Penalty: 5300.525879
	Iteration 4Q: 3 clusters Score -4871052 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -4871456.500000 Penalty: 5300.525879
	Iteration 5Q: 3 clusters Score -4871456 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -4871918.000000 Penalty: 5300.525879
	Iteration 6Q: 3 clusters Score -4871918 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4872386.500000 Penalty: 5300.525879
	Iteration 7Q: 3 clusters Score -4872386 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -4872977.000000 Penalty: 5300.525879
	Iteration 8Q: 3 clusters Score -4872977 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -4873640.500000 Penalty: 5300.525879
	Iteration 9Q: 3 clusters Score -4873640 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4874438.500000 Penalty: 5300.525879
	Iteration 10Q: 3 clusters Score -4874438 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -4875417.500000 Penalty: 5300.525879
	Iteration 11Q: 3 clusters Score -4875418 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -4876465.500000 Penalty: 5300.525879
	Iteration 12Q: 3 clusters Score -4876466 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4877518.500000 Penalty: 5300.525879
	Iteration 13Q: 3 clusters Score -4877518 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -4878519.000000 Penalty: 5300.525879
	Iteration 14Q: 3 clusters Score -4878519 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -4879446.000000 Penalty: 5300.525879
	Iteration 15Q: 3 clusters Score -4879446 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -4880181.000000 Penalty: 5300.525879
	Iteration 16Q: 3 clusters Score -4880181 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -4880736.500000 Penalty: 5300.525879
	Iteration 17Q: 3 clusters Score -4880736 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -4881191.000000 Penalty: 5300.525879
	Iteration 18Q: 3 clusters Score -4881191 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -4881554.000000 Penalty: 5300.525879
	Iteration 19Q: 3 clusters Score -4881554 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -4881874.000000 Penalty: 5300.525879
	Iteration 20F: 3 clusters Score -4881874 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -4882156.500000 Penalty: 5300.525879
	Iteration 21Q: 3 clusters Score -4882156 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -4882399.500000 Penalty: 5300.525879
	Iteration 22Q: 3 clusters Score -4882400 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -4882690.000000 Penalty: 5300.525879
	Iteration 23Q: 3 clusters Score -4882690 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -4882962.000000 Penalty: 5300.525879
	Iteration 24Q: 3 clusters Score -4882962 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -4883204.000000 Penalty: 5300.525879
	Iteration 25Q: 3 clusters Score -4883204 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4883427.000000 Penalty: 5300.525879
	Iteration 26Q: 3 clusters Score -4883427 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -4883654.500000 Penalty: 5300.525879
	Iteration 27Q: 3 clusters Score -4883654 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -4883849.000000 Penalty: 5300.525879
	Iteration 28Q: 3 clusters Score -4883849 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -4884041.000000 Penalty: 5300.525879
	Iteration 29Q: 3 clusters Score -4884041 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4884251.000000 Penalty: 5300.525879
	Iteration 30Q: 3 clusters Score -4884251 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -4884434.000000 Penalty: 5300.525879
	Iteration 31Q: 3 clusters Score -4884434 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -4884608.000000 Penalty: 5300.525879
	Iteration 32Q: 3 clusters Score -4884608 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -4884763.500000 Penalty: 5300.525879
	Iteration 33Q: 3 clusters Score -4884764 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -4884934.000000 Penalty: 5300.525879
	Iteration 34Q: 3 clusters Score -4884934 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -4885063.000000 Penalty: 5300.525879
	Iteration 35Q: 3 clusters Score -4885063 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -4885200.000000 Penalty: 5300.525879
	Iteration 36Q: 3 clusters Score -4885200 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4885315.500000 Penalty: 5300.525879
	Iteration 37Q: 3 clusters Score -4885316 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -4885406.000000 Penalty: 5300.525879
	Iteration 38Q: 3 clusters Score -4885406 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -4885486.500000 Penalty: 5300.525879
	Iteration 39Q: 3 clusters Score -4885486 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -4885563.500000 Penalty: 5300.525879
	Iteration 40F: 3 clusters Score -4885564 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -4885616.500000 Penalty: 5300.525879
	Iteration 41Q: 3 clusters Score -4885616 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -4885663.500000 Penalty: 5300.525879
	Iteration 42Q: 3 clusters Score -4885664 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -4885715.000000 Penalty: 5300.525879
	Iteration 43Q: 3 clusters Score -4885715 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -4885732.500000 Penalty: 5300.525879
	Iteration 44Q: 3 clusters Score -4885732 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -4885767.500000 Penalty: 5300.525879
	Iteration 45Q: 3 clusters Score -4885768 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -4885791.000000 Penalty: 5300.525879
	Iteration 46Q: 3 clusters Score -4885791 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -4885836.500000 Penalty: 5300.525879
	Iteration 47Q: 3 clusters Score -4885836 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -4885859.000000 Penalty: 5300.525879
	Iteration 48Q: 3 clusters Score -4885859 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -4885894.500000 Penalty: 5300.525879
	Iteration 49Q: 3 clusters Score -4885894 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -4885908.500000 Penalty: 5300.525879
	Iteration 50Q: 3 clusters Score -4885908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -4885929.000000 Penalty: 5300.525879
	Iteration 51Q: 3 clusters Score -4885929 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -4885962.500000 Penalty: 5300.525879
	Iteration 52Q: 3 clusters Score -4885962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -4885977.000000 Penalty: 5300.525879
	Iteration 53Q: 3 clusters Score -4885977 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -4885998.500000 Penalty: 5300.525879
	Iteration 54Q: 3 clusters Score -4885998 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -4886015.500000 Penalty: 5300.525879
	Iteration 55Q: 3 clusters Score -4886016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4886034.500000 Penalty: 5300.525879
	Iteration 56Q: 3 clusters Score -4886034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -4886062.500000 Penalty: 5300.525879
	Iteration 57Q: 3 clusters Score -4886062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -4886080.500000 Penalty: 5300.525879
	Iteration 58Q: 3 clusters Score -4886080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -4886093.500000 Penalty: 5300.525879
	Iteration 59Q: 3 clusters Score -4886094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -4886094.000000 Penalty: 5300.525879
	Iteration 60F: 3 clusters Score -4886094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -4886096.500000 Penalty: 5300.525879
	Iteration 61Q: 3 clusters Score -4886096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -4886117.500000 Penalty: 5300.525879
	Iteration 62Q: 3 clusters Score -4886118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -4886129.500000 Penalty: 5300.525879
	Iteration 63Q: 3 clusters Score -4886130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -4886133.500000 Penalty: 5300.525879
	Iteration 64Q: 3 clusters Score -4886134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -4886157.000000 Penalty: 5300.525879
	Iteration 65Q: 3 clusters Score -4886157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -4886160.500000 Penalty: 5300.525879
	Iteration 66Q: 3 clusters Score -4886160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -4886164.000000 Penalty: 5300.525879
	Iteration 67Q: 3 clusters Score -4886164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -4886164.500000 Penalty: 5300.525879
	Iteration 68Q: 3 clusters Score -4886164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -4886169.000000 Penalty: 5300.525879
	Iteration 69Q: 3 clusters Score -4886169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -4886166.500000 Penalty: 5300.525879
	Iteration 70Q: 3 clusters Score -4886166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -4886171.500000 Penalty: 5300.525879
	Iteration 71Q: 3 clusters Score -4886172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -4886171.000000 Penalty: 5300.525879
	Iteration 72Q: 3 clusters Score -4886171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -4886166.500000 Penalty: 5300.525879
	Iteration 73Q: 3 clusters Score -4886166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -4886168.000000 Penalty: 5300.525879
	Iteration 74Q: 3 clusters Score -4886168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -4886167.500000 Penalty: 5300.525879
	Iteration 75Q: 3 clusters Score -4886168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -4886160.500000 Penalty: 5300.525879
	Iteration 76Q: 3 clusters Score -4886160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -4886160.000000 Penalty: 5300.525879
	Iteration 77Q: 3 clusters Score -4886160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -4886160.500000 Penalty: 5300.525879
	Iteration 78Q: 3 clusters Score -4886160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -4886158.000000 Penalty: 5300.525879
	Iteration 79Q: 3 clusters Score -4886158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -4886161.500000 Penalty: 5300.525879
	Iteration 80F: 3 clusters Score -4886162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -4886164.000000 Penalty: 5300.525879
	Iteration 81Q: 3 clusters Score -4886164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -4886161.000000 Penalty: 5300.525879
	Iteration 82Q: 3 clusters Score -4886161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -4886164.500000 Penalty: 5300.525879
	Iteration 83Q: 3 clusters Score -4886164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -4886170.000000 Penalty: 5300.525879
	Iteration 84Q: 3 clusters Score -4886170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -4886167.000000 Penalty: 5300.525879
	Iteration 85Q: 3 clusters Score -4886167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -4886175.000000 Penalty: 5300.525879
	Iteration 86Q: 3 clusters Score -4886175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -4886176.500000 Penalty: 5300.525879
	Iteration 87Q: 3 clusters Score -4886176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -4886177.500000 Penalty: 5300.525879
	Iteration 88Q: 3 clusters Score -4886178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -4886179.500000 Penalty: 5300.525879
	Iteration 89Q: 3 clusters Score -4886180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -4886178.000000 Penalty: 5300.525879
	Iteration 90Q: 3 clusters Score -4886178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -4886179.000000 Penalty: 5300.525879
	Iteration 91Q: 3 clusters Score -4886179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -4886176.500000 Penalty: 5300.525879
	Iteration 92Q: 3 clusters Score -4886176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -4886175.000000 Penalty: 5300.525879
	Iteration 93Q: 3 clusters Score -4886175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -4886179.500000 Penalty: 5300.525879
	Iteration 94Q: 3 clusters Score -4886180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -4886179.500000 Penalty: 5300.525879
	Iteration 95F: 3 clusters Score -4886180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Entering Unmasked Estep 
Score: -5595202.500000 Penalty: 2678.310059
	Iteration 0F: 2 clusters Score -5595202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -5562265.500000 Penalty: 5356.620117
	Iteration 0F: 3 clusters Score -5562266 nChanged 22427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -5574583.000000 Penalty: 5356.620117
	Iteration 1F: 3 clusters Score -5574583 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -5575119.500000 Penalty: 5356.620117
	Iteration 2Q: 3 clusters Score -5575120 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -5575799.000000 Penalty: 5356.620117
	Iteration 3Q: 3 clusters Score -5575799 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -5576736.000000 Penalty: 5356.620117
	Iteration 4Q: 3 clusters Score -5576736 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -5578079.500000 Penalty: 5356.620117
	Iteration 5F: 3 clusters Score -5578080 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -5580025.500000 Penalty: 5356.620117
	Iteration 6F: 3 clusters Score -5580026 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -5582666.500000 Penalty: 5356.620117
	Iteration 7F: 3 clusters Score -5582666 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -5585688.500000 Penalty: 5356.620117
	Iteration 8F: 3 clusters Score -5585688 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -5588328.500000 Penalty: 5356.620117
	Iteration 9F: 3 clusters Score -5588328 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -5590130.000000 Penalty: 5356.620117
	Iteration 10Q: 3 clusters Score -5590130 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -5591320.000000 Penalty: 5356.620117
	Iteration 11Q: 3 clusters Score -5591320 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -5592111.000000 Penalty: 5356.620117
	Iteration 12Q: 3 clusters Score -5592111 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -5592559.500000 Penalty: 5356.620117
	Iteration 13Q: 3 clusters Score -5592560 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -5592800.000000 Penalty: 5356.620117
	Iteration 14Q: 3 clusters Score -5592800 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -5592941.000000 Penalty: 5356.620117
	Iteration 15Q: 3 clusters Score -5592941 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -5593010.000000 Penalty: 5356.620117
	Iteration 16Q: 3 clusters Score -5593010 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -5593093.500000 Penalty: 5356.620117
	Iteration 17Q: 3 clusters Score -5593094 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -5593154.500000 Penalty: 5356.620117
	Iteration 18Q: 3 clusters Score -5593154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -5593197.500000 Penalty: 5356.620117
	Iteration 19Q: 3 clusters Score -5593198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -5593232.500000 Penalty: 5356.620117
	Iteration 20F: 3 clusters Score -5593232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -5593247.000000 Penalty: 5356.620117
	Iteration 21Q: 3 clusters Score -5593247 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -5593272.000000 Penalty: 5356.620117
	Iteration 22Q: 3 clusters Score -5593272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -5593294.000000 Penalty: 5356.620117
	Iteration 23Q: 3 clusters Score -5593294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -5593315.500000 Penalty: 5356.620117
	Iteration 24Q: 3 clusters Score -5593316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -5593327.000000 Penalty: 5356.620117
	Iteration 25Q: 3 clusters Score -5593327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -5593329.000000 Penalty: 5356.620117
	Iteration 26Q: 3 clusters Score -5593329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -5593338.000000 Penalty: 5356.620117
	Iteration 27Q: 3 clusters Score -5593338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -5593354.500000 Penalty: 5356.620117
	Iteration 28Q: 3 clusters Score -5593354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -5593362.000000 Penalty: 5356.620117
	Iteration 29Q: 3 clusters Score -5593362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -5593369.000000 Penalty: 5356.620117
	Iteration 30Q: 3 clusters Score -5593369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -5593380.000000 Penalty: 5356.620117
	Iteration 31Q: 3 clusters Score -5593380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -5593383.500000 Penalty: 5356.620117
	Iteration 32Q: 3 clusters Score -5593384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -5593391.500000 Penalty: 5356.620117
	Iteration 33Q: 3 clusters Score -5593392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -5593397.500000 Penalty: 5356.620117
	Iteration 34Q: 3 clusters Score -5593398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -5593392.000000 Penalty: 5356.620117
	Iteration 35Q: 3 clusters Score -5593392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -5593394.500000 Penalty: 5356.620117
	Iteration 36Q: 3 clusters Score -5593394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -5593403.500000 Penalty: 5356.620117
	Iteration 37Q: 3 clusters Score -5593404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -5593406.500000 Penalty: 5356.620117
	Iteration 38Q: 3 clusters Score -5593406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -5593407.000000 Penalty: 5356.620117
	Iteration 39Q: 3 clusters Score -5593407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -5593405.500000 Penalty: 5356.620117
	Iteration 40F: 3 clusters Score -5593406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -5593405.500000 Penalty: 5356.620117
	Iteration 41Q: 3 clusters Score -5593406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -5593409.500000 Penalty: 5356.620117
	Iteration 42Q: 3 clusters Score -5593410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -5593409.000000 Penalty: 5356.620117
	Iteration 43Q: 3 clusters Score -5593409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -5593416.500000 Penalty: 5356.620117
	Iteration 44Q: 3 clusters Score -5593416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -5593409.500000 Penalty: 5356.620117
	Iteration 45Q: 3 clusters Score -5593410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -5593406.500000 Penalty: 5356.620117
	Iteration 46Q: 3 clusters Score -5593406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -5593408.500000 Penalty: 5356.620117
	Iteration 47Q: 3 clusters Score -5593408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -5593408.500000 Penalty: 5356.620117
	Iteration 48F: 3 clusters Score -5593408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -74459.601562 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -74459.6 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 355 members 
Entering Unmasked Estep 
Score: -72788.203125 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -72788.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73078.976562 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -73078.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73183.656250 Penalty: 3253.569092
	Iteration 2F: 3 clusters Score -73183.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73223.742188 Penalty: 3253.569092
	Iteration 3Q: 3 clusters Score -73223.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73270.218750 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -73270.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73284.945312 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -73284.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73299.820312 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -73299.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73313.726562 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -73313.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73325.773438 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -73325.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73333.390625 Penalty: 3253.569092
	Iteration 9Q: 3 clusters Score -73333.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73340.039062 Penalty: 3253.569092
	Iteration 10Q: 3 clusters Score -73340.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73349.062500 Penalty: 3253.569092
	Iteration 11Q: 3 clusters Score -73349.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73355.820312 Penalty: 3253.569092
	Iteration 12Q: 3 clusters Score -73355.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73357.312500 Penalty: 3253.569092
	Iteration 13Q: 3 clusters Score -73357.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -73358.156250 Penalty: 3253.569092
	Iteration 14Q: 3 clusters Score -73358.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -73358.156250 Penalty: 3253.569092
	Iteration 15F: 3 clusters Score -73358.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Entering Unmasked Estep 
Score: -195124.093750 Penalty: 1862.586670
	Iteration 0F: 2 clusters Score -195124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -192590.453125 Penalty: 3725.173340
	Iteration 0F: 3 clusters Score -192590.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -192996.937500 Penalty: 3725.173340
	Iteration 1F: 3 clusters Score -192996.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -193127.703125 Penalty: 3725.173340
	Iteration 2F: 3 clusters Score -193127.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -193202.718750 Penalty: 3725.173340
	Iteration 3Q: 3 clusters Score -193202.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -193260.171875 Penalty: 3725.173340
	Iteration 4Q: 3 clusters Score -193260.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -193301.859375 Penalty: 3725.173340
	Iteration 5Q: 3 clusters Score -193301.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -193337.015625 Penalty: 3725.173340
	Iteration 6Q: 3 clusters Score -193337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -193371.234375 Penalty: 3725.173340
	Iteration 7Q: 3 clusters Score -193371.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -193401.453125 Penalty: 3725.173340
	Iteration 8Q: 3 clusters Score -193401.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -193424.859375 Penalty: 3725.173340
	Iteration 9Q: 3 clusters Score -193424.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -193447.640625 Penalty: 3725.173340
	Iteration 10Q: 3 clusters Score -193447.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -193465.687500 Penalty: 3725.173340
	Iteration 11Q: 3 clusters Score -193465.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -193492.750000 Penalty: 3725.173340
	Iteration 12Q: 3 clusters Score -193492.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -193532.109375 Penalty: 3725.173340
	Iteration 13Q: 3 clusters Score -193532.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -193573.125000 Penalty: 3725.173340
	Iteration 14Q: 3 clusters Score -193573.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -193616.078125 Penalty: 3725.173340
	Iteration 15Q: 3 clusters Score -193616.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -193647.234375 Penalty: 3725.173340
	Iteration 16Q: 3 clusters Score -193647.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -193671.562500 Penalty: 3725.173340
	Iteration 17Q: 3 clusters Score -193671.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -193693.968750 Penalty: 3725.173340
	Iteration 18Q: 3 clusters Score -193694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -193714.390625 Penalty: 3725.173340
	Iteration 19Q: 3 clusters Score -193714.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -193735.578125 Penalty: 3725.173340
	Iteration 20F: 3 clusters Score -193735.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -193758.531250 Penalty: 3725.173340
	Iteration 21Q: 3 clusters Score -193758.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -193780.812500 Penalty: 3725.173340
	Iteration 22Q: 3 clusters Score -193780.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -193803.281250 Penalty: 3725.173340
	Iteration 23Q: 3 clusters Score -193803.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -193827.281250 Penalty: 3725.173340
	Iteration 24Q: 3 clusters Score -193827.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -193843.968750 Penalty: 3725.173340
	Iteration 25Q: 3 clusters Score -193844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -193861.703125 Penalty: 3725.173340
	Iteration 26Q: 3 clusters Score -193861.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -193878.593750 Penalty: 3725.173340
	Iteration 27Q: 3 clusters Score -193878.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -193892.171875 Penalty: 3725.173340
	Iteration 28Q: 3 clusters Score -193892.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -193909.171875 Penalty: 3725.173340
	Iteration 29Q: 3 clusters Score -193909.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -193927.109375 Penalty: 3725.173340
	Iteration 30Q: 3 clusters Score -193927.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -193942.546875 Penalty: 3725.173340
	Iteration 31Q: 3 clusters Score -193942.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -193948.656250 Penalty: 3725.173340
	Iteration 32Q: 3 clusters Score -193948.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -193954.578125 Penalty: 3725.173340
	Iteration 33Q: 3 clusters Score -193954.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -193960.046875 Penalty: 3725.173340
	Iteration 34Q: 3 clusters Score -193960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -193965.296875 Penalty: 3725.173340
	Iteration 35Q: 3 clusters Score -193965.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -193967.343750 Penalty: 3725.173340
	Iteration 36Q: 3 clusters Score -193967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -193968.812500 Penalty: 3725.173340
	Iteration 37Q: 3 clusters Score -193968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -193970.234375 Penalty: 3725.173340
	Iteration 38Q: 3 clusters Score -193970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -193973.484375 Penalty: 3725.173340
	Iteration 39Q: 3 clusters Score -193973.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -193976.562500 Penalty: 3725.173340
	Iteration 40F: 3 clusters Score -193976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -193978.859375 Penalty: 3725.173340
	Iteration 41Q: 3 clusters Score -193978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -193982.218750 Penalty: 3725.173340
	Iteration 42Q: 3 clusters Score -193982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -193985.093750 Penalty: 3725.173340
	Iteration 43Q: 3 clusters Score -193985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -193987.078125 Penalty: 3725.173340
	Iteration 44Q: 3 clusters Score -193987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -193989.640625 Penalty: 3725.173340
	Iteration 45Q: 3 clusters Score -193989.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -193991.937500 Penalty: 3725.173340
	Iteration 46Q: 3 clusters Score -193991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -193992.921875 Penalty: 3725.173340
	Iteration 47Q: 3 clusters Score -193992.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -193992.921875 Penalty: 3725.173340
	Iteration 48F: 3 clusters Score -193992.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Entering Unmasked Estep 
Score: -2299198.000000 Penalty: 2454.933838
	Iteration 0F: 2 clusters Score -2299198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2285167.500000 Penalty: 4909.867676
	Iteration 0F: 3 clusters Score -2285168 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2289904.250000 Penalty: 4909.867676
	Iteration 1F: 3 clusters Score -2289904 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2290296.750000 Penalty: 4909.867676
	Iteration 2F: 3 clusters Score -2290297 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2290614.250000 Penalty: 4909.867676
	Iteration 3Q: 3 clusters Score -2290614 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2290866.250000 Penalty: 4909.867676
	Iteration 4Q: 3 clusters Score -2290866 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2291143.250000 Penalty: 4909.867676
	Iteration 5Q: 3 clusters Score -2291143 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2291436.000000 Penalty: 4909.867676
	Iteration 6Q: 3 clusters Score -2291436 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2291797.000000 Penalty: 4909.867676
	Iteration 7Q: 3 clusters Score -2291797 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2292289.000000 Penalty: 4909.867676
	Iteration 8Q: 3 clusters Score -2292289 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2292866.250000 Penalty: 4909.867676
	Iteration 9Q: 3 clusters Score -2292866 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2293637.250000 Penalty: 4909.867676
	Iteration 10F: 3 clusters Score -2293637 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2294489.500000 Penalty: 4909.867676
	Iteration 11F: 3 clusters Score -2294490 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2295213.750000 Penalty: 4909.867676
	Iteration 12Q: 3 clusters Score -2295214 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2295593.750000 Penalty: 4909.867676
	Iteration 13Q: 3 clusters Score -2295594 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2295796.250000 Penalty: 4909.867676
	Iteration 14Q: 3 clusters Score -2295796 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2295920.250000 Penalty: 4909.867676
	Iteration 15Q: 3 clusters Score -2295920 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2296010.000000 Penalty: 4909.867676
	Iteration 16Q: 3 clusters Score -2296010 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2296080.250000 Penalty: 4909.867676
	Iteration 17Q: 3 clusters Score -2296080 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2296147.500000 Penalty: 4909.867676
	Iteration 18Q: 3 clusters Score -2296148 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2296197.500000 Penalty: 4909.867676
	Iteration 19Q: 3 clusters Score -2296198 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2296247.250000 Penalty: 4909.867676
	Iteration 20F: 3 clusters Score -2296247 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2296296.250000 Penalty: 4909.867676
	Iteration 21Q: 3 clusters Score -2296296 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2296323.750000 Penalty: 4909.867676
	Iteration 22Q: 3 clusters Score -2296324 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2296344.250000 Penalty: 4909.867676
	Iteration 23Q: 3 clusters Score -2296344 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2296374.250000 Penalty: 4909.867676
	Iteration 24Q: 3 clusters Score -2296374 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2296407.750000 Penalty: 4909.867676
	Iteration 25Q: 3 clusters Score -2296408 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2296432.000000 Penalty: 4909.867676
	Iteration 26Q: 3 clusters Score -2296432 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2296470.000000 Penalty: 4909.867676
	Iteration 27Q: 3 clusters Score -2296470 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2296500.250000 Penalty: 4909.867676
	Iteration 28Q: 3 clusters Score -2296500 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2296521.750000 Penalty: 4909.867676
	Iteration 29Q: 3 clusters Score -2296522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2296544.000000 Penalty: 4909.867676
	Iteration 30Q: 3 clusters Score -2296544 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2296574.750000 Penalty: 4909.867676
	Iteration 31Q: 3 clusters Score -2296575 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2296595.500000 Penalty: 4909.867676
	Iteration 32Q: 3 clusters Score -2296596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2296623.500000 Penalty: 4909.867676
	Iteration 33Q: 3 clusters Score -2296624 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2296648.750000 Penalty: 4909.867676
	Iteration 34Q: 3 clusters Score -2296649 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2296676.500000 Penalty: 4909.867676
	Iteration 35Q: 3 clusters Score -2296676 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2296696.500000 Penalty: 4909.867676
	Iteration 36Q: 3 clusters Score -2296696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2296731.000000 Penalty: 4909.867676
	Iteration 37Q: 3 clusters Score -2296731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2296757.250000 Penalty: 4909.867676
	Iteration 38Q: 3 clusters Score -2296757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2296784.000000 Penalty: 4909.867676
	Iteration 39Q: 3 clusters Score -2296784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2296807.750000 Penalty: 4909.867676
	Iteration 40F: 3 clusters Score -2296808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2296820.750000 Penalty: 4909.867676
	Iteration 41Q: 3 clusters Score -2296821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2296835.000000 Penalty: 4909.867676
	Iteration 42Q: 3 clusters Score -2296835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2296846.000000 Penalty: 4909.867676
	Iteration 43Q: 3 clusters Score -2296846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2296850.000000 Penalty: 4909.867676
	Iteration 44Q: 3 clusters Score -2296850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2296863.750000 Penalty: 4909.867676
	Iteration 45Q: 3 clusters Score -2296864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2296873.000000 Penalty: 4909.867676
	Iteration 46Q: 3 clusters Score -2296873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2296878.250000 Penalty: 4909.867676
	Iteration 47Q: 3 clusters Score -2296878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2296888.250000 Penalty: 4909.867676
	Iteration 48Q: 3 clusters Score -2296888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2296892.250000 Penalty: 4909.867676
	Iteration 49Q: 3 clusters Score -2296892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2296896.500000 Penalty: 4909.867676
	Iteration 50Q: 3 clusters Score -2296896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2296904.000000 Penalty: 4909.867676
	Iteration 51Q: 3 clusters Score -2296904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2296904.000000 Penalty: 4909.867676
	Iteration 52Q: 3 clusters Score -2296904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2296907.750000 Penalty: 4909.867676
	Iteration 53Q: 3 clusters Score -2296908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2296915.000000 Penalty: 4909.867676
	Iteration 54Q: 3 clusters Score -2296915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2296913.250000 Penalty: 4909.867676
	Iteration 55Q: 3 clusters Score -2296913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2296917.000000 Penalty: 4909.867676
	Iteration 56Q: 3 clusters Score -2296917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2296918.500000 Penalty: 4909.867676
	Iteration 57Q: 3 clusters Score -2296918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2296914.750000 Penalty: 4909.867676
	Iteration 58Q: 3 clusters Score -2296915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2296915.500000 Penalty: 4909.867676
	Iteration 59Q: 3 clusters Score -2296916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2296917.750000 Penalty: 4909.867676
	Iteration 60F: 3 clusters Score -2296918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2296919.250000 Penalty: 4909.867676
	Iteration 61Q: 3 clusters Score -2296919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2296919.250000 Penalty: 4909.867676
	Iteration 62F: 3 clusters Score -2296919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 189143 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15161 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3996 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17152 members 
Mstep: Class 15 contains 252797 members 
Mstep: Class 16 contains 17526 members 
Mstep: Class 17 contains 43763 members 
Mstep: Class 18 contains 49003 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 1827 members 
Mstep: Class 21 contains 19909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762920.000000 Penalty: 59629.488281
Iteration 79Q: 19 clusters Score -7.076292e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 189179 members 
Mstep: Class 3 contains 1383 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15079 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3997 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17154 members 
Mstep: Class 15 contains 252715 members 
Mstep: Class 16 contains 17520 members 
Mstep: Class 17 contains 43770 members 
Mstep: Class 18 contains 49075 members 
Mstep: Class 19 contains 709 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 19929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762960.000000 Penalty: 59629.488281
Iteration 80F: 19 clusters Score -7.076296e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 189193 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15013 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3997 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17150 members 
Mstep: Class 15 contains 252630 members 
Mstep: Class 16 contains 17521 members 
Mstep: Class 17 contains 43776 members 
Mstep: Class 18 contains 49147 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 1872 members 
Mstep: Class 21 contains 19949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763184.000000 Penalty: 59629.488281
Iteration 81Q: 19 clusters Score -7.076318e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 189235 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14946 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17140 members 
Mstep: Class 15 contains 252540 members 
Mstep: Class 16 contains 17521 members 
Mstep: Class 17 contains 43788 members 
Mstep: Class 18 contains 49219 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 19951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763208.000000 Penalty: 59629.488281
Iteration 82Q: 19 clusters Score -7.076321e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 189265 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4001 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17132 members 
Mstep: Class 15 contains 252457 members 
Mstep: Class 16 contains 17520 members 
Mstep: Class 17 contains 43796 members 
Mstep: Class 18 contains 49288 members 
Mstep: Class 19 contains 712 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 19968 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 19 clusters Score -7.076335e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 189293 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17131 members 
Mstep: Class 15 contains 252372 members 
Mstep: Class 16 contains 17523 members 
Mstep: Class 17 contains 43798 members 
Mstep: Class 18 contains 49356 members 
Mstep: Class 19 contains 713 members 
Mstep: Class 20 contains 1935 members 
Mstep: Class 21 contains 19984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763360.000000 Penalty: 59629.488281
Iteration 84Q: 19 clusters Score -7.076336e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 189310 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14776 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17119 members 
Mstep: Class 15 contains 252292 members 
Mstep: Class 16 contains 17526 members 
Mstep: Class 17 contains 43798 members 
Mstep: Class 18 contains 49423 members 
Mstep: Class 19 contains 716 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 19997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763496.000000 Penalty: 59629.488281
Iteration 85Q: 19 clusters Score -7.07635e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 189345 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14726 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17103 members 
Mstep: Class 15 contains 252206 members 
Mstep: Class 16 contains 17528 members 
Mstep: Class 17 contains 43808 members 
Mstep: Class 18 contains 49481 members 
Mstep: Class 19 contains 722 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 19997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763624.000000 Penalty: 59629.488281
Iteration 86Q: 19 clusters Score -7.076362e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 189374 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14675 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17099 members 
Mstep: Class 15 contains 252108 members 
Mstep: Class 16 contains 17528 members 
Mstep: Class 17 contains 43820 members 
Mstep: Class 18 contains 49545 members 
Mstep: Class 19 contains 733 members 
Mstep: Class 20 contains 2038 members 
Mstep: Class 21 contains 20000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763800.000000 Penalty: 59629.488281
Iteration 87Q: 19 clusters Score -7.07638e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 189397 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14654 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17087 members 
Mstep: Class 15 contains 252029 members 
Mstep: Class 16 contains 17533 members 
Mstep: Class 17 contains 43823 members 
Mstep: Class 18 contains 49590 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2047 members 
Mstep: Class 21 contains 20013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763872.000000 Penalty: 59629.488281
Iteration 88Q: 19 clusters Score -7.076387e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 189398 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14659 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17081 members 
Mstep: Class 15 contains 251963 members 
Mstep: Class 16 contains 17533 members 
Mstep: Class 17 contains 43827 members 
Mstep: Class 18 contains 49635 members 
Mstep: Class 19 contains 746 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 21 contains 20019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763816.000000 Penalty: 59629.488281
Iteration 89Q: 19 clusters Score -7.076382e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 189432 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14648 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17073 members 
Mstep: Class 15 contains 251884 members 
Mstep: Class 16 contains 17531 members 
Mstep: Class 17 contains 43826 members 
Mstep: Class 18 contains 49679 members 
Mstep: Class 19 contains 748 members 
Mstep: Class 20 contains 2071 members 
Mstep: Class 21 contains 20018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763920.000000 Penalty: 59629.488281
Iteration 90Q: 19 clusters Score -7.076392e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 189486 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14633 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17066 members 
Mstep: Class 15 contains 251796 members 
Mstep: Class 16 contains 17535 members 
Mstep: Class 17 contains 43830 members 
Mstep: Class 18 contains 49706 members 
Mstep: Class 19 contains 749 members 
Mstep: Class 20 contains 2084 members 
Mstep: Class 21 contains 20023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764056.000000 Penalty: 59629.488281
Iteration 91Q: 19 clusters Score -7.076406e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 189529 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14639 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17067 members 
Mstep: Class 15 contains 251676 members 
Mstep: Class 16 contains 17535 members 
Mstep: Class 17 contains 43833 members 
Mstep: Class 18 contains 49739 members 
Mstep: Class 19 contains 751 members 
Mstep: Class 20 contains 2097 members 
Mstep: Class 21 contains 20031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763928.000000 Penalty: 59629.488281
Iteration 92Q: 19 clusters Score -7.076393e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 189565 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14631 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17078 members 
Mstep: Class 15 contains 251566 members 
Mstep: Class 16 contains 17528 members 
Mstep: Class 17 contains 43834 members 
Mstep: Class 18 contains 49778 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 20042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763944.000000 Penalty: 59629.488281
Iteration 93Q: 19 clusters Score -7.076394e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 189600 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14622 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17087 members 
Mstep: Class 15 contains 251466 members 
Mstep: Class 16 contains 17518 members 
Mstep: Class 17 contains 43837 members 
Mstep: Class 18 contains 49815 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 2119 members 
Mstep: Class 21 contains 20046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763960.000000 Penalty: 59629.488281
Iteration 94Q: 19 clusters Score -7.076396e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 189631 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14632 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17093 members 
Mstep: Class 15 contains 251358 members 
Mstep: Class 16 contains 17519 members 
Mstep: Class 17 contains 43846 members 
Mstep: Class 18 contains 49838 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 20056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764048.000000 Penalty: 59629.488281
Iteration 95Q: 19 clusters Score -7.076405e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 189692 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14628 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17102 members 
Mstep: Class 15 contains 251223 members 
Mstep: Class 16 contains 17522 members 
Mstep: Class 17 contains 43853 members 
Mstep: Class 18 contains 49867 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 20066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764072.000000 Penalty: 59629.488281
Iteration 96Q: 19 clusters Score -7.076407e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 189740 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14624 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17101 members 
Mstep: Class 15 contains 251116 members 
Mstep: Class 16 contains 17522 members 
Mstep: Class 17 contains 43864 members 
Mstep: Class 18 contains 49898 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 2146 members 
Mstep: Class 21 contains 20067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764024.000000 Penalty: 59629.488281
Iteration 97Q: 19 clusters Score -7.076402e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 189786 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14616 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17103 members 
Mstep: Class 15 contains 251020 members 
Mstep: Class 16 contains 17523 members 
Mstep: Class 17 contains 43871 members 
Mstep: Class 18 contains 49924 members 
Mstep: Class 19 contains 792 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 20074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764008.000000 Penalty: 59629.488281
Iteration 98Q: 19 clusters Score -7.076401e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 189836 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14615 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4003 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17102 members 
Mstep: Class 15 contains 250927 members 
Mstep: Class 16 contains 17527 members 
Mstep: Class 17 contains 43876 members 
Mstep: Class 18 contains 49948 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 20078 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 19 clusters Score -7.07641e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 189885 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14628 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4005 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17105 members 
Mstep: Class 15 contains 250810 members 
Mstep: Class 16 contains 17534 members 
Mstep: Class 17 contains 43887 members 
Mstep: Class 18 contains 49978 members 
Mstep: Class 19 contains 795 members 
Mstep: Class 20 contains 2159 members 
Mstep: Class 21 contains 20075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764032.000000 Penalty: 59629.488281
Iteration 100F: 19 clusters Score -7.076403e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 189941 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14653 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17112 members 
Mstep: Class 15 contains 250678 members 
Mstep: Class 16 contains 17538 members 
Mstep: Class 17 contains 43889 members 
Mstep: Class 18 contains 50009 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 2163 members 
Mstep: Class 21 contains 20073 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 19 clusters Score -7.076414e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 190016 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14649 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17111 members 
Mstep: Class 15 contains 250558 members 
Mstep: Class 16 contains 17538 members 
Mstep: Class 17 contains 43892 members 
Mstep: Class 18 contains 50041 members 
Mstep: Class 19 contains 803 members 
Mstep: Class 20 contains 2171 members 
Mstep: Class 21 contains 20071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764144.000000 Penalty: 59629.488281
Iteration 102Q: 19 clusters Score -7.076414e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 190070 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14652 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17116 members 
Mstep: Class 15 contains 250415 members 
Mstep: Class 16 contains 17536 members 
Mstep: Class 17 contains 43896 members 
Mstep: Class 18 contains 50092 members 
Mstep: Class 19 contains 807 members 
Mstep: Class 20 contains 2177 members 
Mstep: Class 21 contains 20082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764120.000000 Penalty: 59629.488281
Iteration 103Q: 19 clusters Score -7.076412e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 190127 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14671 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4015 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17124 members 
Mstep: Class 15 contains 250274 members 
Mstep: Class 16 contains 17534 members 
Mstep: Class 17 contains 43904 members 
Mstep: Class 18 contains 50127 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 2183 members 
Mstep: Class 21 contains 20086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764264.000000 Penalty: 59629.488281
Iteration 104Q: 19 clusters Score -7.076426e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 190187 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14693 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4015 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17129 members 
Mstep: Class 15 contains 250137 members 
Mstep: Class 16 contains 17532 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 50169 members 
Mstep: Class 19 contains 816 members 
Mstep: Class 20 contains 2192 members 
Mstep: Class 21 contains 20073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764256.000000 Penalty: 59629.488281
Iteration 105Q: 19 clusters Score -7.076426e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 190235 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14717 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4015 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17135 members 
Mstep: Class 15 contains 250002 members 
Mstep: Class 16 contains 17534 members 
Mstep: Class 17 contains 43922 members 
Mstep: Class 18 contains 50211 members 
Mstep: Class 19 contains 820 members 
Mstep: Class 20 contains 2199 members 
Mstep: Class 21 contains 20065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764224.000000 Penalty: 59629.488281
Iteration 106Q: 19 clusters Score -7.076422e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 190280 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14750 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4015 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17131 members 
Mstep: Class 15 contains 249878 members 
Mstep: Class 16 contains 17532 members 
Mstep: Class 17 contains 43929 members 
Mstep: Class 18 contains 50255 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 2206 members 
Mstep: Class 21 contains 20050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764224.000000 Penalty: 59629.488281
Iteration 107Q: 19 clusters Score -7.076422e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 190314 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14788 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4015 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17133 members 
Mstep: Class 15 contains 249775 members 
Mstep: Class 16 contains 17531 members 
Mstep: Class 17 contains 43935 members 
Mstep: Class 18 contains 50289 members 
Mstep: Class 19 contains 826 members 
Mstep: Class 20 contains 2208 members 
Mstep: Class 21 contains 20038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764288.000000 Penalty: 59629.488281
Iteration 108Q: 19 clusters Score -7.076429e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 190359 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14818 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4015 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17133 members 
Mstep: Class 15 contains 249665 members 
Mstep: Class 16 contains 17529 members 
Mstep: Class 17 contains 43946 members 
Mstep: Class 18 contains 50319 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 2212 members 
Mstep: Class 21 contains 20026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764248.000000 Penalty: 59629.488281
Iteration 109Q: 19 clusters Score -7.076425e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 190410 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14847 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4015 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17128 members 
Mstep: Class 15 contains 249554 members 
Mstep: Class 16 contains 17525 members 
Mstep: Class 17 contains 43962 members 
Mstep: Class 18 contains 50349 members 
Mstep: Class 19 contains 835 members 
Mstep: Class 20 contains 2213 members 
Mstep: Class 21 contains 20014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764328.000000 Penalty: 59629.488281
Iteration 110Q: 19 clusters Score -7.076433e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 190453 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4015 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17129 members 
Mstep: Class 15 contains 249443 members 
Mstep: Class 16 contains 17521 members 
Mstep: Class 17 contains 43965 members 
Mstep: Class 18 contains 50372 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 2215 members 
Mstep: Class 21 contains 20008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764296.000000 Penalty: 59629.488281
Iteration 111Q: 19 clusters Score -7.07643e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 190501 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14916 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4015 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17138 members 
Mstep: Class 15 contains 249320 members 
Mstep: Class 16 contains 17517 members 
Mstep: Class 17 contains 43967 members 
Mstep: Class 18 contains 50405 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 2217 members 
Mstep: Class 21 contains 20006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764376.000000 Penalty: 59629.488281
Iteration 112Q: 19 clusters Score -7.076438e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 190537 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14937 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17143 members 
Mstep: Class 15 contains 249199 members 
Mstep: Class 16 contains 17512 members 
Mstep: Class 17 contains 43975 members 
Mstep: Class 18 contains 50449 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2222 members 
Mstep: Class 21 contains 20002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764392.000000 Penalty: 59629.488281
Iteration 113Q: 19 clusters Score -7.076439e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 190562 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14961 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4021 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17148 members 
Mstep: Class 15 contains 249100 members 
Mstep: Class 16 contains 17512 members 
Mstep: Class 17 contains 43974 members 
Mstep: Class 18 contains 50492 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2224 members 
Mstep: Class 21 contains 19995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764424.000000 Penalty: 59629.488281
Iteration 114Q: 19 clusters Score -7.076442e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 190590 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 14983 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4024 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17153 members 
Mstep: Class 15 contains 248996 members 
Mstep: Class 16 contains 17512 members 
Mstep: Class 17 contains 43987 members 
Mstep: Class 18 contains 50530 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 19987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764456.000000 Penalty: 59629.488281
Iteration 115Q: 19 clusters Score -7.076446e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 190620 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15015 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4027 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17153 members 
Mstep: Class 15 contains 248885 members 
Mstep: Class 16 contains 17509 members 
Mstep: Class 17 contains 44005 members 
Mstep: Class 18 contains 50562 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2228 members 
Mstep: Class 21 contains 19978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764456.000000 Penalty: 59629.488281
Iteration 116Q: 19 clusters Score -7.076446e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 190686 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15037 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4029 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17150 members 
Mstep: Class 15 contains 248761 members 
Mstep: Class 16 contains 17509 members 
Mstep: Class 17 contains 44025 members 
Mstep: Class 18 contains 50577 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2230 members 
Mstep: Class 21 contains 19969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764496.000000 Penalty: 59629.488281
Iteration 117Q: 19 clusters Score -7.07645e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 190752 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4034 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17146 members 
Mstep: Class 15 contains 248641 members 
Mstep: Class 16 contains 17512 members 
Mstep: Class 17 contains 44040 members 
Mstep: Class 18 contains 50589 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2234 members 
Mstep: Class 21 contains 19962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764496.000000 Penalty: 59629.488281
Iteration 118Q: 19 clusters Score -7.07645e+07 nChanged 294
Entering ConstructFrom: 
Score: -70764496.000000 Penalty: 59629.488281
Entering ConstructFrom: 
Trying to split cluster 1 (15474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Entering Unmasked Estep 
Score: -1797232.000000 Penalty: 2392.435303
	Iteration 0F: 2 clusters Score -1797232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1786058.375000 Penalty: 4784.870605
	Iteration 0F: 3 clusters Score -1786058 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1789498.375000 Penalty: 4784.870605
	Iteration 1F: 3 clusters Score -1789498 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1789834.750000 Penalty: 4784.870605
	Iteration 2F: 3 clusters Score -1789835 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1790085.000000 Penalty: 4784.870605
	Iteration 3Q: 3 clusters Score -1790085 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1790274.125000 Penalty: 4784.870605
	Iteration 4Q: 3 clusters Score -1790274 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1790427.375000 Penalty: 4784.870605
	Iteration 5Q: 3 clusters Score -1790427 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1790577.750000 Penalty: 4784.870605
	Iteration 6Q: 3 clusters Score -1790578 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1790769.625000 Penalty: 4784.870605
	Iteration 7Q: 3 clusters Score -1790770 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1791000.625000 Penalty: 4784.870605
	Iteration 8Q: 3 clusters Score -1791001 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1791299.500000 Penalty: 4784.870605
	Iteration 9Q: 3 clusters Score -1791300 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1791676.500000 Penalty: 4784.870605
	Iteration 10Q: 3 clusters Score -1791676 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1792162.375000 Penalty: 4784.870605
	Iteration 11F: 3 clusters Score -1792162 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1792719.625000 Penalty: 4784.870605
	Iteration 12F: 3 clusters Score -1792720 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1793254.000000 Penalty: 4784.870605
	Iteration 13Q: 3 clusters Score -1793254 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1793741.375000 Penalty: 4784.870605
	Iteration 14Q: 3 clusters Score -1793741 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1794151.625000 Penalty: 4784.870605
	Iteration 15Q: 3 clusters Score -1794152 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1794462.625000 Penalty: 4784.870605
	Iteration 16Q: 3 clusters Score -1794463 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1794676.000000 Penalty: 4784.870605
	Iteration 17Q: 3 clusters Score -1794676 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1794829.125000 Penalty: 4784.870605
	Iteration 18Q: 3 clusters Score -1794829 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1794907.000000 Penalty: 4784.870605
	Iteration 19Q: 3 clusters Score -1794907 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1794951.625000 Penalty: 4784.870605
	Iteration 20F: 3 clusters Score -1794952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1794993.750000 Penalty: 4784.870605
	Iteration 21Q: 3 clusters Score -1794994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1795024.125000 Penalty: 4784.870605
	Iteration 22Q: 3 clusters Score -1795024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1795054.625000 Penalty: 4784.870605
	Iteration 23Q: 3 clusters Score -1795055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1795071.000000 Penalty: 4784.870605
	Iteration 24Q: 3 clusters Score -1795071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1795081.125000 Penalty: 4784.870605
	Iteration 25Q: 3 clusters Score -1795081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1795097.375000 Penalty: 4784.870605
	Iteration 26Q: 3 clusters Score -1795097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1795113.500000 Penalty: 4784.870605
	Iteration 27Q: 3 clusters Score -1795114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1795116.500000 Penalty: 4784.870605
	Iteration 28Q: 3 clusters Score -1795116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1795126.750000 Penalty: 4784.870605
	Iteration 29Q: 3 clusters Score -1795127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1795132.500000 Penalty: 4784.870605
	Iteration 30Q: 3 clusters Score -1795132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1795138.125000 Penalty: 4784.870605
	Iteration 31Q: 3 clusters Score -1795138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1795139.750000 Penalty: 4784.870605
	Iteration 32Q: 3 clusters Score -1795140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1795153.750000 Penalty: 4784.870605
	Iteration 33Q: 3 clusters Score -1795154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1795163.625000 Penalty: 4784.870605
	Iteration 34Q: 3 clusters Score -1795164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1795170.500000 Penalty: 4784.870605
	Iteration 35Q: 3 clusters Score -1795170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1795171.625000 Penalty: 4784.870605
	Iteration 36Q: 3 clusters Score -1795172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1795172.750000 Penalty: 4784.870605
	Iteration 37Q: 3 clusters Score -1795173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1795178.000000 Penalty: 4784.870605
	Iteration 38Q: 3 clusters Score -1795178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1795180.875000 Penalty: 4784.870605
	Iteration 39Q: 3 clusters Score -1795181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1795183.625000 Penalty: 4784.870605
	Iteration 40F: 3 clusters Score -1795184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1795182.750000 Penalty: 4784.870605
	Iteration 41Q: 3 clusters Score -1795183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1795182.125000 Penalty: 4784.870605
	Iteration 42Q: 3 clusters Score -1795182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1795186.250000 Penalty: 4784.870605
	Iteration 43Q: 3 clusters Score -1795186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1795189.375000 Penalty: 4784.870605
	Iteration 44Q: 3 clusters Score -1795189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1795197.625000 Penalty: 4784.870605
	Iteration 45Q: 3 clusters Score -1795198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1795203.125000 Penalty: 4784.870605
	Iteration 46Q: 3 clusters Score -1795203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1795210.250000 Penalty: 4784.870605
	Iteration 47Q: 3 clusters Score -1795210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1795211.750000 Penalty: 4784.870605
	Iteration 48Q: 3 clusters Score -1795212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1795212.500000 Penalty: 4784.870605
	Iteration 49Q: 3 clusters Score -1795212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1795212.500000 Penalty: 4784.870605
	Iteration 50F: 3 clusters Score -1795212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (190828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190828 members 
Entering Unmasked Estep 
Score: -21586276.000000 Penalty: 3015.463867
	Iteration 0F: 2 clusters Score -2.158628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95489 members 
Mstep: Class 2 contains 95339 members 
Entering Unmasked Estep 
Score: -21460748.000000 Penalty: 6030.927734
	Iteration 0F: 3 clusters Score -2.146075e+07 nChanged 91428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96469 members 
Mstep: Class 2 contains 94359 members 
Entering Unmasked Estep 
Score: -21515474.000000 Penalty: 6030.927734
	Iteration 1F: 3 clusters Score -2.151547e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97303 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -21517468.000000 Penalty: 6030.927734
	Iteration 2Q: 3 clusters Score -2.151747e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98701 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -21520134.000000 Penalty: 6030.927734
	Iteration 3Q: 3 clusters Score -2.152013e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -21523626.000000 Penalty: 6030.927734
	Iteration 4Q: 3 clusters Score -2.152363e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104811 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -21528332.000000 Penalty: 6030.927734
	Iteration 5Q: 3 clusters Score -2.152833e+07 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110101 members 
Mstep: Class 2 contains 80727 members 
Entering Unmasked Estep 
Score: -21534336.000000 Penalty: 6030.927734
	Iteration 6F: 3 clusters Score -2.153434e+07 nChanged 11359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116494 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -21541590.000000 Penalty: 6030.927734
	Iteration 7F: 3 clusters Score -2.154159e+07 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123306 members 
Mstep: Class 2 contains 67522 members 
Entering Unmasked Estep 
Score: -21549498.000000 Penalty: 6030.927734
	Iteration 8F: 3 clusters Score -2.15495e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129621 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -21556550.000000 Penalty: 6030.927734
	Iteration 9F: 3 clusters Score -2.155655e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134955 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -21561208.000000 Penalty: 6030.927734
	Iteration 10Q: 3 clusters Score -2.156121e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139645 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -21563902.000000 Penalty: 6030.927734
	Iteration 11Q: 3 clusters Score -2.15639e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144001 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -21565698.000000 Penalty: 6030.927734
	Iteration 12Q: 3 clusters Score -2.15657e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148237 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -21567564.000000 Penalty: 6030.927734
	Iteration 13Q: 3 clusters Score -2.156756e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152509 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -21569348.000000 Penalty: 6030.927734
	Iteration 14Q: 3 clusters Score -2.156935e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156580 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -21571030.000000 Penalty: 6030.927734
	Iteration 15Q: 3 clusters Score -2.157103e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160535 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -21572840.000000 Penalty: 6030.927734
	Iteration 16Q: 3 clusters Score -2.157284e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164325 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -21574748.000000 Penalty: 6030.927734
	Iteration 17Q: 3 clusters Score -2.157475e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167744 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -21576460.000000 Penalty: 6030.927734
	Iteration 18Q: 3 clusters Score -2.157646e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170805 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -21578182.000000 Penalty: 6030.927734
	Iteration 19Q: 3 clusters Score -2.157818e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173456 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -21579920.000000 Penalty: 6030.927734
	Iteration 20F: 3 clusters Score -2.157992e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175623 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -21581178.000000 Penalty: 6030.927734
	Iteration 21Q: 3 clusters Score -2.158118e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177416 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -21582202.000000 Penalty: 6030.927734
	Iteration 22Q: 3 clusters Score -2.15822e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178892 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -21582986.000000 Penalty: 6030.927734
	Iteration 23Q: 3 clusters Score -2.158299e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180095 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -21583542.000000 Penalty: 6030.927734
	Iteration 24Q: 3 clusters Score -2.158354e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181038 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -21583914.000000 Penalty: 6030.927734
	Iteration 25Q: 3 clusters Score -2.158391e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181865 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -21584322.000000 Penalty: 6030.927734
	Iteration 26Q: 3 clusters Score -2.158432e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182596 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -21584564.000000 Penalty: 6030.927734
	Iteration 27Q: 3 clusters Score -2.158456e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183154 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -21584750.000000 Penalty: 6030.927734
	Iteration 28Q: 3 clusters Score -2.158475e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183647 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -21584904.000000 Penalty: 6030.927734
	Iteration 29Q: 3 clusters Score -2.15849e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184043 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -21585072.000000 Penalty: 6030.927734
	Iteration 30Q: 3 clusters Score -2.158507e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184375 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -21585176.000000 Penalty: 6030.927734
	Iteration 31Q: 3 clusters Score -2.158518e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184660 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -21585212.000000 Penalty: 6030.927734
	Iteration 32Q: 3 clusters Score -2.158521e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184878 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -21585256.000000 Penalty: 6030.927734
	Iteration 33Q: 3 clusters Score -2.158526e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185038 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -21585262.000000 Penalty: 6030.927734
	Iteration 34Q: 3 clusters Score -2.158526e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185157 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -21585304.000000 Penalty: 6030.927734
	Iteration 35Q: 3 clusters Score -2.15853e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185264 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -21585328.000000 Penalty: 6030.927734
	Iteration 36Q: 3 clusters Score -2.158533e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185362 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -21585344.000000 Penalty: 6030.927734
	Iteration 37Q: 3 clusters Score -2.158534e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185455 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -21585414.000000 Penalty: 6030.927734
	Iteration 38Q: 3 clusters Score -2.158541e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185550 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -21585450.000000 Penalty: 6030.927734
	Iteration 39Q: 3 clusters Score -2.158545e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185629 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -21585470.000000 Penalty: 6030.927734
	Iteration 40F: 3 clusters Score -2.158547e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185696 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -21585466.000000 Penalty: 6030.927734
	Iteration 41Q: 3 clusters Score -2.158547e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185755 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -21585446.000000 Penalty: 6030.927734
	Iteration 42Q: 3 clusters Score -2.158545e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185806 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -21585472.000000 Penalty: 6030.927734
	Iteration 43Q: 3 clusters Score -2.158547e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185855 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -21585480.000000 Penalty: 6030.927734
	Iteration 44Q: 3 clusters Score -2.158548e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185894 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -21585474.000000 Penalty: 6030.927734
	Iteration 45Q: 3 clusters Score -2.158547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185920 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -21585482.000000 Penalty: 6030.927734
	Iteration 46Q: 3 clusters Score -2.158548e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185939 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -21585502.000000 Penalty: 6030.927734
	Iteration 47Q: 3 clusters Score -2.15855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185957 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -21585512.000000 Penalty: 6030.927734
	Iteration 48Q: 3 clusters Score -2.158551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185976 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -21585486.000000 Penalty: 6030.927734
	Iteration 49Q: 3 clusters Score -2.158549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185990 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -21585480.000000 Penalty: 6030.927734
	Iteration 50Q: 3 clusters Score -2.158548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186002 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -21585472.000000 Penalty: 6030.927734
	Iteration 51Q: 3 clusters Score -2.158547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186013 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -21585456.000000 Penalty: 6030.927734
	Iteration 52Q: 3 clusters Score -2.158546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186025 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -21585432.000000 Penalty: 6030.927734
	Iteration 53Q: 3 clusters Score -2.158543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186042 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -21585454.000000 Penalty: 6030.927734
	Iteration 54Q: 3 clusters Score -2.158545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186058 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -21585452.000000 Penalty: 6030.927734
	Iteration 55Q: 3 clusters Score -2.158545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186075 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -21585462.000000 Penalty: 6030.927734
	Iteration 56Q: 3 clusters Score -2.158546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186084 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -21585482.000000 Penalty: 6030.927734
	Iteration 57Q: 3 clusters Score -2.158548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186093 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -21585492.000000 Penalty: 6030.927734
	Iteration 58Q: 3 clusters Score -2.158549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186100 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -21585482.000000 Penalty: 6030.927734
	Iteration 59Q: 3 clusters Score -2.158548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186103 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -21585482.000000 Penalty: 6030.927734
	Iteration 60F: 3 clusters Score -2.158548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186106 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -21585496.000000 Penalty: 6030.927734
	Iteration 61Q: 3 clusters Score -2.15855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186108 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -21585504.000000 Penalty: 6030.927734
	Iteration 62Q: 3 clusters Score -2.15855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186110 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -21585496.000000 Penalty: 6030.927734
	Iteration 63Q: 3 clusters Score -2.15855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186113 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -21585504.000000 Penalty: 6030.927734
	Iteration 64Q: 3 clusters Score -2.15855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186117 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -21585494.000000 Penalty: 6030.927734
	Iteration 65Q: 3 clusters Score -2.158549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186120 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -21585494.000000 Penalty: 6030.927734
	Iteration 66Q: 3 clusters Score -2.158549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186123 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -21585488.000000 Penalty: 6030.927734
	Iteration 67Q: 3 clusters Score -2.158549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186126 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -21585490.000000 Penalty: 6030.927734
	Iteration 68Q: 3 clusters Score -2.158549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186131 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -21585492.000000 Penalty: 6030.927734
	Iteration 69Q: 3 clusters Score -2.158549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186136 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -21585488.000000 Penalty: 6030.927734
	Iteration 70Q: 3 clusters Score -2.158549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186138 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -21585490.000000 Penalty: 6030.927734
	Iteration 71Q: 3 clusters Score -2.158549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186141 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -21585492.000000 Penalty: 6030.927734
	Iteration 72Q: 3 clusters Score -2.158549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186146 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -21585500.000000 Penalty: 6030.927734
	Iteration 73Q: 3 clusters Score -2.15855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186148 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -21585500.000000 Penalty: 6030.927734
	Iteration 74Q: 3 clusters Score -2.15855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186151 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -21585508.000000 Penalty: 6030.927734
	Iteration 75Q: 3 clusters Score -2.158551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186152 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -21585508.000000 Penalty: 6030.927734
	Iteration 76Q: 3 clusters Score -2.158551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186153 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -21585502.000000 Penalty: 6030.927734
	Iteration 77Q: 3 clusters Score -2.15855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186153 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -21585502.000000 Penalty: 6030.927734
	Iteration 78F: 3 clusters Score -2.15855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -153047.171875 Penalty: 1792.820312
	Iteration 0F: 2 clusters Score -153047.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -150821.531250 Penalty: 3585.640625
	Iteration 0F: 3 clusters Score -150821.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -151123.437500 Penalty: 3585.640625
	Iteration 1F: 3 clusters Score -151123.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -151219.203125 Penalty: 3585.640625
	Iteration 2F: 3 clusters Score -151219.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -151274.500000 Penalty: 3585.640625
	Iteration 3Q: 3 clusters Score -151274.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -151321.406250 Penalty: 3585.640625
	Iteration 4Q: 3 clusters Score -151321.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -151353.375000 Penalty: 3585.640625
	Iteration 5Q: 3 clusters Score -151353.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -151377.234375 Penalty: 3585.640625
	Iteration 6Q: 3 clusters Score -151377.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -151399.937500 Penalty: 3585.640625
	Iteration 7Q: 3 clusters Score -151399.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -151418.312500 Penalty: 3585.640625
	Iteration 8Q: 3 clusters Score -151418.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -151432.625000 Penalty: 3585.640625
	Iteration 9Q: 3 clusters Score -151432.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -151451.609375 Penalty: 3585.640625
	Iteration 10Q: 3 clusters Score -151451.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -151462.812500 Penalty: 3585.640625
	Iteration 11Q: 3 clusters Score -151462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -151468.250000 Penalty: 3585.640625
	Iteration 12Q: 3 clusters Score -151468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -151474.250000 Penalty: 3585.640625
	Iteration 13Q: 3 clusters Score -151474.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151477.687500 Penalty: 3585.640625
	Iteration 14Q: 3 clusters Score -151477.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151484.796875 Penalty: 3585.640625
	Iteration 15Q: 3 clusters Score -151484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151487.250000 Penalty: 3585.640625
	Iteration 16Q: 3 clusters Score -151487.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -151487.781250 Penalty: 3585.640625
	Iteration 17Q: 3 clusters Score -151487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -151488.593750 Penalty: 3585.640625
	Iteration 18Q: 3 clusters Score -151488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -151488.593750 Penalty: 3585.640625
	Iteration 19F: 3 clusters Score -151488.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -122842.039062 Penalty: 1778.951538
	Iteration 0F: 2 clusters Score -122842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -120742.953125 Penalty: 3557.903076
	Iteration 0F: 3 clusters Score -120743 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -121374.984375 Penalty: 3557.903076
	Iteration 1F: 3 clusters Score -121375 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -121752.796875 Penalty: 3557.903076
	Iteration 2F: 3 clusters Score -121752.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -122114.054688 Penalty: 3557.903076
	Iteration 3F: 3 clusters Score -122114.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -122365.953125 Penalty: 3557.903076
	Iteration 4F: 3 clusters Score -122366 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122572.718750 Penalty: 3557.903076
	Iteration 5F: 3 clusters Score -122572.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -122815.796875 Penalty: 3557.903076
	Iteration 6F: 3 clusters Score -122815.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -123058.500000 Penalty: 3557.903076
	Iteration 7Q: 3 clusters Score -123058.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123214.265625 Penalty: 3557.903076
	Iteration 8Q: 3 clusters Score -123214.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -123281.523438 Penalty: 3557.903076
	Iteration 9Q: 3 clusters Score -123281.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123335.859375 Penalty: 3557.903076
	Iteration 10Q: 3 clusters Score -123335.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -123374.140625 Penalty: 3557.903076
	Iteration 11Q: 3 clusters Score -123374.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -123394.820312 Penalty: 3557.903076
	Iteration 12Q: 3 clusters Score -123394.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -123429.679688 Penalty: 3557.903076
	Iteration 13Q: 3 clusters Score -123429.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -123477.414062 Penalty: 3557.903076
	Iteration 14Q: 3 clusters Score -123477.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -123514.898438 Penalty: 3557.903076
	Iteration 15Q: 3 clusters Score -123514.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -123582.187500 Penalty: 3557.903076
	Iteration 16Q: 3 clusters Score -123582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -123610.710938 Penalty: 3557.903076
	Iteration 17Q: 3 clusters Score -123610.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -123637.687500 Penalty: 3557.903076
	Iteration 18Q: 3 clusters Score -123637.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -123644.093750 Penalty: 3557.903076
	Iteration 19Q: 3 clusters Score -123644.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -123644.093750 Penalty: 3557.903076
	Iteration 20F: 3 clusters Score -123644.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 190828 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15079 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4036 members 
Mstep: Class 10 contains 380 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17146 members 
Mstep: Class 15 contains 248520 members 
Mstep: Class 16 contains 17513 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 50596 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2235 members 
Mstep: Class 21 contains 19954 members 
Entering Unmasked Estep 
Score: -70763696.000000 Penalty: 62942.238281
Splitting cluster 4 changes total score from -70764496.000000 to -70763696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -73717.382812 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -73717.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72021.875000 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -72021.88 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72197.500000 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -72197.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72254.398438 Penalty: 3225.383789
	Iteration 2Q: 3 clusters Score -72254.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72269.085938 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -72269.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72280.390625 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -72280.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72288.125000 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -72288.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72291.335938 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -72291.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72294.562500 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -72294.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72294.562500 Penalty: 3225.383789
	Iteration 8F: 3 clusters Score -72294.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -100469.718750 Penalty: 1723.326538
	Iteration 0F: 2 clusters Score -100469.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -98610.242188 Penalty: 3446.653076
	Iteration 0F: 3 clusters Score -98610.24 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99115.234375 Penalty: 3446.653076
	Iteration 1F: 3 clusters Score -99115.23 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99453.625000 Penalty: 3446.653076
	Iteration 2F: 3 clusters Score -99453.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -99643.320312 Penalty: 3446.653076
	Iteration 3F: 3 clusters Score -99643.32 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99800.000000 Penalty: 3446.653076
	Iteration 4F: 3 clusters Score -99800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -99893.421875 Penalty: 3446.653076
	Iteration 5Q: 3 clusters Score -99893.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -99942.773438 Penalty: 3446.653076
	Iteration 6Q: 3 clusters Score -99942.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100003.164062 Penalty: 3446.653076
	Iteration 7Q: 3 clusters Score -100003.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100065.304688 Penalty: 3446.653076
	Iteration 8Q: 3 clusters Score -100065.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -100143.257812 Penalty: 3446.653076
	Iteration 9Q: 3 clusters Score -100143.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100224.054688 Penalty: 3446.653076
	Iteration 10Q: 3 clusters Score -100224.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100381.992188 Penalty: 3446.653076
	Iteration 11Q: 3 clusters Score -100382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -100479.835938 Penalty: 3446.653076
	Iteration 12Q: 3 clusters Score -100479.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -100639.093750 Penalty: 3446.653076
	Iteration 13Q: 3 clusters Score -100639.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -100804.492188 Penalty: 3446.653076
	Iteration 14Q: 3 clusters Score -100804.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -100844.945312 Penalty: 3446.653076
	Iteration 15Q: 3 clusters Score -100844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -100870.695312 Penalty: 3446.653076
	Iteration 16Q: 3 clusters Score -100870.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -100898.101562 Penalty: 3446.653076
	Iteration 17Q: 3 clusters Score -100898.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -100945.234375 Penalty: 3446.653076
	Iteration 18Q: 3 clusters Score -100945.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -100983.750000 Penalty: 3446.653076
	Iteration 19Q: 3 clusters Score -100983.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -101014.523438 Penalty: 3446.653076
	Iteration 20F: 3 clusters Score -101014.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -101023.351562 Penalty: 3446.653076
	Iteration 21Q: 3 clusters Score -101023.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -101042.867188 Penalty: 3446.653076
	Iteration 22Q: 3 clusters Score -101042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -101100.585938 Penalty: 3446.653076
	Iteration 23Q: 3 clusters Score -101100.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -101163.078125 Penalty: 3446.653076
	Iteration 24Q: 3 clusters Score -101163.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -101183.835938 Penalty: 3446.653076
	Iteration 25Q: 3 clusters Score -101183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -101190.937500 Penalty: 3446.653076
	Iteration 26Q: 3 clusters Score -101190.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -101190.937500 Penalty: 3446.653076
	Iteration 27F: 3 clusters Score -101190.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 190828 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 842 members 
Mstep: Class 7 contains 15079 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4036 members 
Mstep: Class 10 contains 200 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 17146 members 
Mstep: Class 15 contains 248520 members 
Mstep: Class 16 contains 17513 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 50596 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2235 members 
Mstep: Class 21 contains 19954 members 
Entering Unmasked Estep 
Score: -70763640.000000 Penalty: 62942.238281
Splitting cluster 6 changes total score from -70764496.000000 to -70763640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (15079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Entering Unmasked Estep 
Score: -1737893.875000 Penalty: 2386.022461
	Iteration 0F: 2 clusters Score -1737894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1727001.750000 Penalty: 4772.044922
	Iteration 0F: 3 clusters Score -1727002 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1730358.875000 Penalty: 4772.044922
	Iteration 1F: 3 clusters Score -1730359 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1730714.125000 Penalty: 4772.044922
	Iteration 2F: 3 clusters Score -1730714 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1730947.000000 Penalty: 4772.044922
	Iteration 3Q: 3 clusters Score -1730947 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1731113.375000 Penalty: 4772.044922
	Iteration 4Q: 3 clusters Score -1731113 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1731266.500000 Penalty: 4772.044922
	Iteration 5Q: 3 clusters Score -1731266 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1731453.625000 Penalty: 4772.044922
	Iteration 6Q: 3 clusters Score -1731454 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1731682.125000 Penalty: 4772.044922
	Iteration 7Q: 3 clusters Score -1731682 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1731990.250000 Penalty: 4772.044922
	Iteration 8Q: 3 clusters Score -1731990 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1732449.500000 Penalty: 4772.044922
	Iteration 9F: 3 clusters Score -1732450 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1733045.500000 Penalty: 4772.044922
	Iteration 10F: 3 clusters Score -1733046 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1733732.625000 Penalty: 4772.044922
	Iteration 11F: 3 clusters Score -1733733 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1734387.625000 Penalty: 4772.044922
	Iteration 12F: 3 clusters Score -1734388 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1734874.375000 Penalty: 4772.044922
	Iteration 13Q: 3 clusters Score -1734874 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1735205.125000 Penalty: 4772.044922
	Iteration 14Q: 3 clusters Score -1735205 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1735446.875000 Penalty: 4772.044922
	Iteration 15Q: 3 clusters Score -1735447 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1735581.000000 Penalty: 4772.044922
	Iteration 16Q: 3 clusters Score -1735581 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1735673.250000 Penalty: 4772.044922
	Iteration 17Q: 3 clusters Score -1735673 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1735719.625000 Penalty: 4772.044922
	Iteration 18Q: 3 clusters Score -1735720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1735756.375000 Penalty: 4772.044922
	Iteration 19Q: 3 clusters Score -1735756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1735780.250000 Penalty: 4772.044922
	Iteration 20F: 3 clusters Score -1735780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1735809.500000 Penalty: 4772.044922
	Iteration 21Q: 3 clusters Score -1735810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1735825.750000 Penalty: 4772.044922
	Iteration 22Q: 3 clusters Score -1735826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1735844.000000 Penalty: 4772.044922
	Iteration 23Q: 3 clusters Score -1735844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1735851.750000 Penalty: 4772.044922
	Iteration 24Q: 3 clusters Score -1735852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1735861.375000 Penalty: 4772.044922
	Iteration 25Q: 3 clusters Score -1735861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1735869.250000 Penalty: 4772.044922
	Iteration 26Q: 3 clusters Score -1735869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1735872.875000 Penalty: 4772.044922
	Iteration 27Q: 3 clusters Score -1735873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1735875.750000 Penalty: 4772.044922
	Iteration 28Q: 3 clusters Score -1735876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1735879.000000 Penalty: 4772.044922
	Iteration 29Q: 3 clusters Score -1735879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1735878.625000 Penalty: 4772.044922
	Iteration 30Q: 3 clusters Score -1735879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1735878.625000 Penalty: 4772.044922
	Iteration 31F: 3 clusters Score -1735879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -100438.289062 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -100438.3 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 469 members 
Entering Unmasked Estep 
Score: -98559.617188 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -98559.62 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98845.812500 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -98845.81 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -99023.000000 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -99023 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99139.226562 Penalty: 3377.283447
	Iteration 3F: 3 clusters Score -99139.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -99196.906250 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -99196.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -99244.242188 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -99244.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -99283.742188 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -99283.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99322.937500 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -99322.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -99363.484375 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -99363.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -99386.320312 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -99386.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -99411.914062 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -99411.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -99423.500000 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -99423.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -99430.007812 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -99430.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -99433.742188 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -99433.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -99435.335938 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -99435.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -99436.320312 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -99436.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -99437.148438 Penalty: 3377.283447
	Iteration 16Q: 3 clusters Score -99437.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -99438.867188 Penalty: 3377.283447
	Iteration 17Q: 3 clusters Score -99438.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -99438.867188 Penalty: 3377.283447
	Iteration 18F: 3 clusters Score -99438.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Entering Unmasked Estep 
Score: -440467.312500 Penalty: 2059.146240
	Iteration 0F: 2 clusters Score -440467.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -436533.750000 Penalty: 4118.292480
	Iteration 0F: 3 clusters Score -436533.8 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -437462.187500 Penalty: 4118.292480
	Iteration 1F: 3 clusters Score -437462.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -437723.781250 Penalty: 4118.292480
	Iteration 2F: 3 clusters Score -437723.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -437880.093750 Penalty: 4118.292480
	Iteration 3F: 3 clusters Score -437880.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -437988.468750 Penalty: 4118.292480
	Iteration 4Q: 3 clusters Score -437988.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -438086.312500 Penalty: 4118.292480
	Iteration 5Q: 3 clusters Score -438086.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -438185.437500 Penalty: 4118.292480
	Iteration 6Q: 3 clusters Score -438185.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -438284.468750 Penalty: 4118.292480
	Iteration 7Q: 3 clusters Score -438284.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -438381.062500 Penalty: 4118.292480
	Iteration 8Q: 3 clusters Score -438381.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -438497.500000 Penalty: 4118.292480
	Iteration 9Q: 3 clusters Score -438497.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -438626.375000 Penalty: 4118.292480
	Iteration 10Q: 3 clusters Score -438626.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -438737.000000 Penalty: 4118.292480
	Iteration 11Q: 3 clusters Score -438737 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -438812.343750 Penalty: 4118.292480
	Iteration 12Q: 3 clusters Score -438812.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -438890.250000 Penalty: 4118.292480
	Iteration 13Q: 3 clusters Score -438890.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -438941.281250 Penalty: 4118.292480
	Iteration 14Q: 3 clusters Score -438941.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -438970.625000 Penalty: 4118.292480
	Iteration 15Q: 3 clusters Score -438970.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -438993.281250 Penalty: 4118.292480
	Iteration 16Q: 3 clusters Score -438993.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -439015.312500 Penalty: 4118.292480
	Iteration 17Q: 3 clusters Score -439015.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -439033.812500 Penalty: 4118.292480
	Iteration 18Q: 3 clusters Score -439033.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -439048.031250 Penalty: 4118.292480
	Iteration 19Q: 3 clusters Score -439048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -439059.375000 Penalty: 4118.292480
	Iteration 20F: 3 clusters Score -439059.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -439066.031250 Penalty: 4118.292480
	Iteration 21Q: 3 clusters Score -439066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -439073.312500 Penalty: 4118.292480
	Iteration 22Q: 3 clusters Score -439073.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -439075.406250 Penalty: 4118.292480
	Iteration 23Q: 3 clusters Score -439075.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -439081.281250 Penalty: 4118.292480
	Iteration 24Q: 3 clusters Score -439081.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -439081.000000 Penalty: 4118.292480
	Iteration 25Q: 3 clusters Score -439081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -439083.562500 Penalty: 4118.292480
	Iteration 26Q: 3 clusters Score -439083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -439084.812500 Penalty: 4118.292480
	Iteration 27Q: 3 clusters Score -439084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -439087.468750 Penalty: 4118.292480
	Iteration 28Q: 3 clusters Score -439087.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -439089.593750 Penalty: 4118.292480
	Iteration 29Q: 3 clusters Score -439089.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -439090.718750 Penalty: 4118.292480
	Iteration 30Q: 3 clusters Score -439090.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -439090.968750 Penalty: 4118.292480
	Iteration 31Q: 3 clusters Score -439091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -439092.250000 Penalty: 4118.292480
	Iteration 32Q: 3 clusters Score -439092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -439093.250000 Penalty: 4118.292480
	Iteration 33Q: 3 clusters Score -439093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -439093.250000 Penalty: 4118.292480
	Iteration 34F: 3 clusters Score -439093.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -125010.914062 Penalty: 1751.635986
	Iteration 0F: 2 clusters Score -125010.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -122963.500000 Penalty: 3503.271973
	Iteration 0F: 3 clusters Score -122963.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -123538.765625 Penalty: 3503.271973
	Iteration 1F: 3 clusters Score -123538.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -123980.929688 Penalty: 3503.271973
	Iteration 2F: 3 clusters Score -123980.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -124752.000000 Penalty: 3503.271973
	Iteration 3F: 3 clusters Score -124752 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -125295.648438 Penalty: 3503.271973
	Iteration 4F: 3 clusters Score -125295.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -125541.781250 Penalty: 3503.271973
	Iteration 5F: 3 clusters Score -125541.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -125769.109375 Penalty: 3503.271973
	Iteration 6Q: 3 clusters Score -125769.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -126078.289062 Penalty: 3503.271973
	Iteration 7Q: 3 clusters Score -126078.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -126796.710938 Penalty: 3503.271973
	Iteration 8Q: 3 clusters Score -126796.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -126972.093750 Penalty: 3503.271973
	Iteration 9Q: 3 clusters Score -126972.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -126972.093750 Penalty: 3503.271973
	Iteration 10F: 3 clusters Score -126972.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 190828 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15079 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4036 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 354 members 
Mstep: Class 14 contains 17146 members 
Mstep: Class 15 contains 248520 members 
Mstep: Class 16 contains 17513 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 50596 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2235 members 
Mstep: Class 21 contains 19954 members 
Entering Unmasked Estep 
Score: -70764856.000000 Penalty: 62942.238281
Splitting cluster 13 changes total score from -70764496.000000 to -70764856.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 14 (17146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Entering Unmasked Estep 
Score: -1987571.875000 Penalty: 2417.881104
	Iteration 0F: 2 clusters Score -1987572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1975280.375000 Penalty: 4835.762207
	Iteration 0F: 3 clusters Score -1975280 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1979298.875000 Penalty: 4835.762207
	Iteration 1F: 3 clusters Score -1979299 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1979692.250000 Penalty: 4835.762207
	Iteration 2F: 3 clusters Score -1979692 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1980079.375000 Penalty: 4835.762207
	Iteration 3Q: 3 clusters Score -1980079 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1980480.875000 Penalty: 4835.762207
	Iteration 4Q: 3 clusters Score -1980481 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1980839.250000 Penalty: 4835.762207
	Iteration 5Q: 3 clusters Score -1980839 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1981191.875000 Penalty: 4835.762207
	Iteration 6Q: 3 clusters Score -1981192 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1981579.125000 Penalty: 4835.762207
	Iteration 7Q: 3 clusters Score -1981579 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1982029.625000 Penalty: 4835.762207
	Iteration 8Q: 3 clusters Score -1982030 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1982470.000000 Penalty: 4835.762207
	Iteration 9Q: 3 clusters Score -1982470 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1982958.625000 Penalty: 4835.762207
	Iteration 10Q: 3 clusters Score -1982959 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1983422.875000 Penalty: 4835.762207
	Iteration 11Q: 3 clusters Score -1983423 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1983861.875000 Penalty: 4835.762207
	Iteration 12Q: 3 clusters Score -1983862 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1984200.000000 Penalty: 4835.762207
	Iteration 13Q: 3 clusters Score -1984200 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1984469.375000 Penalty: 4835.762207
	Iteration 14Q: 3 clusters Score -1984469 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1984677.375000 Penalty: 4835.762207
	Iteration 15Q: 3 clusters Score -1984677 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1984842.000000 Penalty: 4835.762207
	Iteration 16Q: 3 clusters Score -1984842 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1984996.750000 Penalty: 4835.762207
	Iteration 17Q: 3 clusters Score -1984997 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1985117.375000 Penalty: 4835.762207
	Iteration 18Q: 3 clusters Score -1985117 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1985221.000000 Penalty: 4835.762207
	Iteration 19Q: 3 clusters Score -1985221 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1985288.000000 Penalty: 4835.762207
	Iteration 20F: 3 clusters Score -1985288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1985343.000000 Penalty: 4835.762207
	Iteration 21Q: 3 clusters Score -1985343 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1985392.250000 Penalty: 4835.762207
	Iteration 22Q: 3 clusters Score -1985392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1985420.125000 Penalty: 4835.762207
	Iteration 23Q: 3 clusters Score -1985420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1985448.750000 Penalty: 4835.762207
	Iteration 24Q: 3 clusters Score -1985449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1985461.500000 Penalty: 4835.762207
	Iteration 25Q: 3 clusters Score -1985462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1985474.000000 Penalty: 4835.762207
	Iteration 26Q: 3 clusters Score -1985474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1985485.125000 Penalty: 4835.762207
	Iteration 27Q: 3 clusters Score -1985485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1985489.000000 Penalty: 4835.762207
	Iteration 28Q: 3 clusters Score -1985489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1985499.750000 Penalty: 4835.762207
	Iteration 29Q: 3 clusters Score -1985500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1985502.750000 Penalty: 4835.762207
	Iteration 30Q: 3 clusters Score -1985503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1985513.000000 Penalty: 4835.762207
	Iteration 31Q: 3 clusters Score -1985513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1985523.000000 Penalty: 4835.762207
	Iteration 32Q: 3 clusters Score -1985523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1985530.750000 Penalty: 4835.762207
	Iteration 33Q: 3 clusters Score -1985531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1985532.750000 Penalty: 4835.762207
	Iteration 34Q: 3 clusters Score -1985533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1985538.125000 Penalty: 4835.762207
	Iteration 35Q: 3 clusters Score -1985538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1985538.875000 Penalty: 4835.762207
	Iteration 36Q: 3 clusters Score -1985539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1985538.875000 Penalty: 4835.762207
	Iteration 37F: 3 clusters Score -1985539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (248520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248520 members 
Entering Unmasked Estep 
Score: -28291484.000000 Penalty: 3080.973145
	Iteration 0F: 2 clusters Score -2.829148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124063 members 
Mstep: Class 2 contains 124457 members 
Entering Unmasked Estep 
Score: -28131584.000000 Penalty: 6161.946289
	Iteration 0F: 3 clusters Score -2.813158e+07 nChanged 119856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120233 members 
Mstep: Class 2 contains 128287 members 
Entering Unmasked Estep 
Score: -28202148.000000 Penalty: 6161.946289
	Iteration 1F: 3 clusters Score -2.820215e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118269 members 
Mstep: Class 2 contains 130251 members 
Entering Unmasked Estep 
Score: -28202944.000000 Penalty: 6161.946289
	Iteration 2Q: 3 clusters Score -2.820294e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115242 members 
Mstep: Class 2 contains 133278 members 
Entering Unmasked Estep 
Score: -28204092.000000 Penalty: 6161.946289
	Iteration 3Q: 3 clusters Score -2.820409e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110561 members 
Mstep: Class 2 contains 137959 members 
Entering Unmasked Estep 
Score: -28205698.000000 Penalty: 6161.946289
	Iteration 4Q: 3 clusters Score -2.82057e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103381 members 
Mstep: Class 2 contains 145139 members 
Entering Unmasked Estep 
Score: -28208622.000000 Penalty: 6161.946289
	Iteration 5Q: 3 clusters Score -2.820862e+07 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92349 members 
Mstep: Class 2 contains 156171 members 
Entering Unmasked Estep 
Score: -28214448.000000 Penalty: 6161.946289
	Iteration 6Q: 3 clusters Score -2.821445e+07 nChanged 16729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 172364 members 
Entering Unmasked Estep 
Score: -28224976.000000 Penalty: 6161.946289
	Iteration 7F: 3 clusters Score -2.822498e+07 nChanged 21229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 193341 members 
Entering Unmasked Estep 
Score: -28242412.000000 Penalty: 6161.946289
	Iteration 8F: 3 clusters Score -2.824241e+07 nChanged 21749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 215004 members 
Entering Unmasked Estep 
Score: -28261908.000000 Penalty: 6161.946289
	Iteration 9F: 3 clusters Score -2.826191e+07 nChanged 15872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 230838 members 
Entering Unmasked Estep 
Score: -28276436.000000 Penalty: 6161.946289
	Iteration 10F: 3 clusters Score -2.827644e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 239239 members 
Entering Unmasked Estep 
Score: -28284302.000000 Penalty: 6161.946289
	Iteration 11Q: 3 clusters Score -2.82843e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 242730 members 
Entering Unmasked Estep 
Score: -28287690.000000 Penalty: 6161.946289
	Iteration 12Q: 3 clusters Score -2.828769e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 244132 members 
Entering Unmasked Estep 
Score: -28289452.000000 Penalty: 6161.946289
	Iteration 13Q: 3 clusters Score -2.828945e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 244700 members 
Entering Unmasked Estep 
Score: -28290358.000000 Penalty: 6161.946289
	Iteration 14Q: 3 clusters Score -2.829036e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 244941 members 
Entering Unmasked Estep 
Score: -28290854.000000 Penalty: 6161.946289
	Iteration 15Q: 3 clusters Score -2.829085e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 245061 members 
Entering Unmasked Estep 
Score: -28290992.000000 Penalty: 6161.946289
	Iteration 16Q: 3 clusters Score -2.829099e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 245133 members 
Entering Unmasked Estep 
Score: -28291068.000000 Penalty: 6161.946289
	Iteration 17Q: 3 clusters Score -2.829107e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 245175 members 
Entering Unmasked Estep 
Score: -28291122.000000 Penalty: 6161.946289
	Iteration 18Q: 3 clusters Score -2.829112e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 245208 members 
Entering Unmasked Estep 
Score: -28291132.000000 Penalty: 6161.946289
	Iteration 19Q: 3 clusters Score -2.829113e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 245219 members 
Entering Unmasked Estep 
Score: -28291152.000000 Penalty: 6161.946289
	Iteration 20F: 3 clusters Score -2.829115e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 245236 members 
Entering Unmasked Estep 
Score: -28291116.000000 Penalty: 6161.946289
	Iteration 21Q: 3 clusters Score -2.829112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 245250 members 
Entering Unmasked Estep 
Score: -28291154.000000 Penalty: 6161.946289
	Iteration 22Q: 3 clusters Score -2.829115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 245269 members 
Entering Unmasked Estep 
Score: -28291176.000000 Penalty: 6161.946289
	Iteration 23Q: 3 clusters Score -2.829118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 245281 members 
Entering Unmasked Estep 
Score: -28291174.000000 Penalty: 6161.946289
	Iteration 24Q: 3 clusters Score -2.829117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 245295 members 
Entering Unmasked Estep 
Score: -28291204.000000 Penalty: 6161.946289
	Iteration 25Q: 3 clusters Score -2.82912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 245303 members 
Entering Unmasked Estep 
Score: -28291186.000000 Penalty: 6161.946289
	Iteration 26Q: 3 clusters Score -2.829119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 245310 members 
Entering Unmasked Estep 
Score: -28291210.000000 Penalty: 6161.946289
	Iteration 27Q: 3 clusters Score -2.829121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 245316 members 
Entering Unmasked Estep 
Score: -28291192.000000 Penalty: 6161.946289
	Iteration 28Q: 3 clusters Score -2.829119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 245318 members 
Entering Unmasked Estep 
Score: -28291194.000000 Penalty: 6161.946289
	Iteration 29Q: 3 clusters Score -2.829119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 245317 members 
Entering Unmasked Estep 
Score: -28291216.000000 Penalty: 6161.946289
	Iteration 30Q: 3 clusters Score -2.829122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 245317 members 
Entering Unmasked Estep 
Score: -28291196.000000 Penalty: 6161.946289
	Iteration 31Q: 3 clusters Score -2.82912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 245316 members 
Entering Unmasked Estep 
Score: -28291208.000000 Penalty: 6161.946289
	Iteration 32Q: 3 clusters Score -2.829121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 245317 members 
Entering Unmasked Estep 
Score: -28291212.000000 Penalty: 6161.946289
	Iteration 33Q: 3 clusters Score -2.829121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 245317 members 
Entering Unmasked Estep 
Score: -28291212.000000 Penalty: 6161.946289
	Iteration 34F: 3 clusters Score -2.829121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Entering Unmasked Estep 
Score: -2032701.250000 Penalty: 2423.133301
	Iteration 0F: 2 clusters Score -2032701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2020195.000000 Penalty: 4846.266602
	Iteration 0F: 3 clusters Score -2020195 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2024175.875000 Penalty: 4846.266602
	Iteration 1F: 3 clusters Score -2024176 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2024632.500000 Penalty: 4846.266602
	Iteration 2F: 3 clusters Score -2024632 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2025012.125000 Penalty: 4846.266602
	Iteration 3F: 3 clusters Score -2025012 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2025416.250000 Penalty: 4846.266602
	Iteration 4Q: 3 clusters Score -2025416 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2025866.500000 Penalty: 4846.266602
	Iteration 5Q: 3 clusters Score -2025866 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2026468.625000 Penalty: 4846.266602
	Iteration 6F: 3 clusters Score -2026469 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2027121.375000 Penalty: 4846.266602
	Iteration 7F: 3 clusters Score -2027121 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2027859.000000 Penalty: 4846.266602
	Iteration 8F: 3 clusters Score -2027859 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2028640.750000 Penalty: 4846.266602
	Iteration 9F: 3 clusters Score -2028641 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2029313.000000 Penalty: 4846.266602
	Iteration 10Q: 3 clusters Score -2029313 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2029807.125000 Penalty: 4846.266602
	Iteration 11Q: 3 clusters Score -2029807 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2030183.000000 Penalty: 4846.266602
	Iteration 12Q: 3 clusters Score -2030183 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2030400.625000 Penalty: 4846.266602
	Iteration 13Q: 3 clusters Score -2030401 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2030550.125000 Penalty: 4846.266602
	Iteration 14Q: 3 clusters Score -2030550 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2030631.625000 Penalty: 4846.266602
	Iteration 15Q: 3 clusters Score -2030632 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2030691.000000 Penalty: 4846.266602
	Iteration 16Q: 3 clusters Score -2030691 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2030749.250000 Penalty: 4846.266602
	Iteration 17Q: 3 clusters Score -2030749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2030779.125000 Penalty: 4846.266602
	Iteration 18Q: 3 clusters Score -2030779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2030808.375000 Penalty: 4846.266602
	Iteration 19Q: 3 clusters Score -2030808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2030824.625000 Penalty: 4846.266602
	Iteration 20F: 3 clusters Score -2030825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2030836.875000 Penalty: 4846.266602
	Iteration 21Q: 3 clusters Score -2030837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2030845.625000 Penalty: 4846.266602
	Iteration 22Q: 3 clusters Score -2030846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2030849.625000 Penalty: 4846.266602
	Iteration 23Q: 3 clusters Score -2030850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2030856.125000 Penalty: 4846.266602
	Iteration 24Q: 3 clusters Score -2030856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2030859.000000 Penalty: 4846.266602
	Iteration 25Q: 3 clusters Score -2030859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2030859.000000 Penalty: 4846.266602
	Iteration 26F: 3 clusters Score -2030859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Entering Unmasked Estep 
Score: -4922234.000000 Penalty: 2651.962891
	Iteration 0F: 2 clusters Score -4922234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -4892397.000000 Penalty: 5303.925781
	Iteration 0F: 3 clusters Score -4892397 nChanged 20353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -4903579.000000 Penalty: 5303.925781
	Iteration 1F: 3 clusters Score -4903579 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -4904324.500000 Penalty: 5303.925781
	Iteration 2Q: 3 clusters Score -4904324 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -4905238.500000 Penalty: 5303.925781
	Iteration 3Q: 3 clusters Score -4905238 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -4906437.500000 Penalty: 5303.925781
	Iteration 4F: 3 clusters Score -4906438 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -4907917.000000 Penalty: 5303.925781
	Iteration 5F: 3 clusters Score -4907917 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -4909637.000000 Penalty: 5303.925781
	Iteration 6F: 3 clusters Score -4909637 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4911370.500000 Penalty: 5303.925781
	Iteration 7F: 3 clusters Score -4911370 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -4912729.000000 Penalty: 5303.925781
	Iteration 8F: 3 clusters Score -4912729 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -4913618.500000 Penalty: 5303.925781
	Iteration 9Q: 3 clusters Score -4913618 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -4914091.000000 Penalty: 5303.925781
	Iteration 10Q: 3 clusters Score -4914091 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -4914332.000000 Penalty: 5303.925781
	Iteration 11Q: 3 clusters Score -4914332 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -4914428.500000 Penalty: 5303.925781
	Iteration 12Q: 3 clusters Score -4914428 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -4914504.500000 Penalty: 5303.925781
	Iteration 13Q: 3 clusters Score -4914504 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -4914535.500000 Penalty: 5303.925781
	Iteration 14Q: 3 clusters Score -4914536 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4914560.000000 Penalty: 5303.925781
	Iteration 15Q: 3 clusters Score -4914560 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4914567.500000 Penalty: 5303.925781
	Iteration 16Q: 3 clusters Score -4914568 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -4914588.500000 Penalty: 5303.925781
	Iteration 17Q: 3 clusters Score -4914588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -4914591.500000 Penalty: 5303.925781
	Iteration 18Q: 3 clusters Score -4914592 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -4914593.000000 Penalty: 5303.925781
	Iteration 19Q: 3 clusters Score -4914593 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -4914610.500000 Penalty: 5303.925781
	Iteration 20F: 3 clusters Score -4914610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4914621.000000 Penalty: 5303.925781
	Iteration 21Q: 3 clusters Score -4914621 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -4914627.500000 Penalty: 5303.925781
	Iteration 22Q: 3 clusters Score -4914628 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -4914623.500000 Penalty: 5303.925781
	Iteration 23Q: 3 clusters Score -4914624 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -4914648.500000 Penalty: 5303.925781
	Iteration 24Q: 3 clusters Score -4914648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4914660.500000 Penalty: 5303.925781
	Iteration 25Q: 3 clusters Score -4914660 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4914668.000000 Penalty: 5303.925781
	Iteration 26Q: 3 clusters Score -4914668 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -4914666.500000 Penalty: 5303.925781
	Iteration 27Q: 3 clusters Score -4914666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -4914662.000000 Penalty: 5303.925781
	Iteration 28Q: 3 clusters Score -4914662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -4914667.000000 Penalty: 5303.925781
	Iteration 29Q: 3 clusters Score -4914667 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -4914656.000000 Penalty: 5303.925781
	Iteration 30Q: 3 clusters Score -4914656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -4914658.500000 Penalty: 5303.925781
	Iteration 31Q: 3 clusters Score -4914658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -4914660.000000 Penalty: 5303.925781
	Iteration 32Q: 3 clusters Score -4914660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4914662.000000 Penalty: 5303.925781
	Iteration 33Q: 3 clusters Score -4914662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4914658.500000 Penalty: 5303.925781
	Iteration 34Q: 3 clusters Score -4914658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -4914671.000000 Penalty: 5303.925781
	Iteration 35Q: 3 clusters Score -4914671 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4914679.000000 Penalty: 5303.925781
	Iteration 36Q: 3 clusters Score -4914679 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -4914670.500000 Penalty: 5303.925781
	Iteration 37Q: 3 clusters Score -4914670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -4914670.000000 Penalty: 5303.925781
	Iteration 38Q: 3 clusters Score -4914670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4914680.500000 Penalty: 5303.925781
	Iteration 39Q: 3 clusters Score -4914680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -4914698.500000 Penalty: 5303.925781
	Iteration 40F: 3 clusters Score -4914698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -4914703.500000 Penalty: 5303.925781
	Iteration 41Q: 3 clusters Score -4914704 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -4914700.500000 Penalty: 5303.925781
	Iteration 42Q: 3 clusters Score -4914700 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -4914722.000000 Penalty: 5303.925781
	Iteration 43Q: 3 clusters Score -4914722 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -4914720.000000 Penalty: 5303.925781
	Iteration 44Q: 3 clusters Score -4914720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -4914728.000000 Penalty: 5303.925781
	Iteration 45Q: 3 clusters Score -4914728 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -4914734.000000 Penalty: 5303.925781
	Iteration 46Q: 3 clusters Score -4914734 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -4914730.000000 Penalty: 5303.925781
	Iteration 47Q: 3 clusters Score -4914730 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4914741.000000 Penalty: 5303.925781
	Iteration 48Q: 3 clusters Score -4914741 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -4914766.000000 Penalty: 5303.925781
	Iteration 49Q: 3 clusters Score -4914766 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -4914780.000000 Penalty: 5303.925781
	Iteration 50Q: 3 clusters Score -4914780 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4914789.500000 Penalty: 5303.925781
	Iteration 51Q: 3 clusters Score -4914790 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -4914807.000000 Penalty: 5303.925781
	Iteration 52Q: 3 clusters Score -4914807 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4914817.500000 Penalty: 5303.925781
	Iteration 53Q: 3 clusters Score -4914818 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4914844.000000 Penalty: 5303.925781
	Iteration 54Q: 3 clusters Score -4914844 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -4914874.500000 Penalty: 5303.925781
	Iteration 55Q: 3 clusters Score -4914874 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -4914882.500000 Penalty: 5303.925781
	Iteration 56Q: 3 clusters Score -4914882 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4914904.000000 Penalty: 5303.925781
	Iteration 57Q: 3 clusters Score -4914904 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4914933.000000 Penalty: 5303.925781
	Iteration 58Q: 3 clusters Score -4914933 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -4914997.000000 Penalty: 5303.925781
	Iteration 59Q: 3 clusters Score -4914997 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -4915082.000000 Penalty: 5303.925781
	Iteration 60F: 3 clusters Score -4915082 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -4915142.500000 Penalty: 5303.925781
	Iteration 61Q: 3 clusters Score -4915142 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -4915195.000000 Penalty: 5303.925781
	Iteration 62Q: 3 clusters Score -4915195 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4915279.000000 Penalty: 5303.925781
	Iteration 63Q: 3 clusters Score -4915279 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -4915353.000000 Penalty: 5303.925781
	Iteration 64Q: 3 clusters Score -4915353 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -4915424.500000 Penalty: 5303.925781
	Iteration 65Q: 3 clusters Score -4915424 nChanged 486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20241 members 
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Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 24316 members 
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Mstep: Class 1 contains 19240 members 
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Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 25383 members 
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Mstep: Class 2 contains 26008 members 
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Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 26648 members 
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Mstep: Class 2 contains 27352 members 
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Mstep: Class 2 contains 28771 members 
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Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 29518 members 
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Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 30244 members 
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Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 31001 members 
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Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 31758 members 
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Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 32459 members 
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Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4917863 nChanged 659
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Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 33816 members 
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Mstep: Class 1 contains 9640 members 
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	Iteration 82Q: 3 clusters Score -4918195 nChanged 580
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Mstep: Class 1 contains 9064 members 
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Mstep: Class 1 contains 8516 members 
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Mstep: Class 1 contains 8020 members 
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Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 36513 members 
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Mstep: Class 1 contains 7099 members 
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Mstep: Class 1 contains 6705 members 
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Mstep: Class 1 contains 6322 members 
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Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 38075 members 
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Mstep: Class 1 contains 5700 members 
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Mstep: Class 1 contains 5427 members 
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Mstep: Class 1 contains 5182 members 
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Mstep: Class 1 contains 4548 members 
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Mstep: Class 1 contains 4171 members 
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Mstep: Class 1 contains 3991 members 
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Mstep: Class 1 contains 3840 members 
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	Iteration 100F: 3 clusters Score -4919690 nChanged 148
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Mstep: Class 1 contains 3583 members 
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Mstep: Class 1 contains 3371 members 
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	Iteration 114Q: 3 clusters Score -4920040 nChanged 73
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	Iteration 115Q: 3 clusters Score -4920066 nChanged 63
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	Iteration 116Q: 3 clusters Score -4920086 nChanged 67
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4920121 nChanged 31
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	Iteration 120F: 3 clusters Score -4920126 nChanged 33
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	Iteration 123Q: 3 clusters Score -4920149 nChanged 27
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	Iteration 126Q: 3 clusters Score -4920164 nChanged 15
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	Iteration 129Q: 3 clusters Score -4920178 nChanged 6
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	Iteration 130Q: 3 clusters Score -4920178 nChanged 8
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	Iteration 131Q: 3 clusters Score -4920178 nChanged 7
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	Iteration 132Q: 3 clusters Score -4920178 nChanged 4
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	Iteration 133Q: 3 clusters Score -4920176 nChanged 12
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	Iteration 134Q: 3 clusters Score -4920168 nChanged 9
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	Iteration 135Q: 3 clusters Score -4920176 nChanged 4
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	Iteration 136Q: 3 clusters Score -4920174 nChanged 6
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	Iteration 137Q: 3 clusters Score -4920176 nChanged 8
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	Iteration 138Q: 3 clusters Score -4920178 nChanged 8
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	Iteration 139Q: 3 clusters Score -4920180 nChanged 8
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	Iteration 140F: 3 clusters Score -4920178 nChanged 9
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	Iteration 142Q: 3 clusters Score -4920182 nChanged 12
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	Iteration 143Q: 3 clusters Score -4920191 nChanged 8
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	Iteration 144Q: 3 clusters Score -4920192 nChanged 6
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	Iteration 147Q: 3 clusters Score -4920192 nChanged 3
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	Iteration 148Q: 3 clusters Score -4920196 nChanged 4
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	Iteration 152Q: 3 clusters Score -4920181 nChanged 3
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	Iteration 155Q: 3 clusters Score -4920184 nChanged 1
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Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -4920189.000000 Penalty: 5303.925781
	Iteration 160F: 3 clusters Score -4920189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Entering Unmasked Estep 
Score: -5774123.500000 Penalty: 2686.243652
	Iteration 0F: 2 clusters Score -5774124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -5739856.000000 Penalty: 5372.487305
	Iteration 0F: 3 clusters Score -5739856 nChanged 23552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -5753033.000000 Penalty: 5372.487305
	Iteration 1F: 3 clusters Score -5753033 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -5753708.000000 Penalty: 5372.487305
	Iteration 2Q: 3 clusters Score -5753708 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -5754545.000000 Penalty: 5372.487305
	Iteration 3Q: 3 clusters Score -5754545 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -5755815.500000 Penalty: 5372.487305
	Iteration 4Q: 3 clusters Score -5755816 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -5757948.500000 Penalty: 5372.487305
	Iteration 5F: 3 clusters Score -5757948 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -5761173.000000 Penalty: 5372.487305
	Iteration 6F: 3 clusters Score -5761173 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -5765267.500000 Penalty: 5372.487305
	Iteration 7F: 3 clusters Score -5765268 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5768891.000000 Penalty: 5372.487305
	Iteration 8F: 3 clusters Score -5768891 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5770720.500000 Penalty: 5372.487305
	Iteration 9Q: 3 clusters Score -5770720 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5771363.500000 Penalty: 5372.487305
	Iteration 10Q: 3 clusters Score -5771364 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5771547.000000 Penalty: 5372.487305
	Iteration 11Q: 3 clusters Score -5771547 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5771648.000000 Penalty: 5372.487305
	Iteration 12Q: 3 clusters Score -5771648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5771700.500000 Penalty: 5372.487305
	Iteration 13Q: 3 clusters Score -5771700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5771754.000000 Penalty: 5372.487305
	Iteration 14Q: 3 clusters Score -5771754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5771768.500000 Penalty: 5372.487305
	Iteration 15Q: 3 clusters Score -5771768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5771783.500000 Penalty: 5372.487305
	Iteration 16Q: 3 clusters Score -5771784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5771786.000000 Penalty: 5372.487305
	Iteration 17Q: 3 clusters Score -5771786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5771794.000000 Penalty: 5372.487305
	Iteration 18Q: 3 clusters Score -5771794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5771802.000000 Penalty: 5372.487305
	Iteration 19Q: 3 clusters Score -5771802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5771804.000000 Penalty: 5372.487305
	Iteration 20F: 3 clusters Score -5771804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5771810.500000 Penalty: 5372.487305
	Iteration 21Q: 3 clusters Score -5771810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5771815.000000 Penalty: 5372.487305
	Iteration 22Q: 3 clusters Score -5771815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5771815.000000 Penalty: 5372.487305
	Iteration 23F: 3 clusters Score -5771815 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: -89084.890625 Penalty: 1671.355469
	Iteration 0F: 2 clusters Score -89084.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -87245.796875 Penalty: 3342.710938
	Iteration 0F: 3 clusters Score -87245.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -87548.867188 Penalty: 3342.710938
	Iteration 1F: 3 clusters Score -87548.87 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -87692.000000 Penalty: 3342.710938
	Iteration 2F: 3 clusters Score -87692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -87786.382812 Penalty: 3342.710938
	Iteration 3Q: 3 clusters Score -87786.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87863.851562 Penalty: 3342.710938
	Iteration 4Q: 3 clusters Score -87863.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -87902.195312 Penalty: 3342.710938
	Iteration 5Q: 3 clusters Score -87902.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87938.609375 Penalty: 3342.710938
	Iteration 6Q: 3 clusters Score -87938.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87971.640625 Penalty: 3342.710938
	Iteration 7Q: 3 clusters Score -87971.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87987.835938 Penalty: 3342.710938
	Iteration 8Q: 3 clusters Score -87987.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88004.898438 Penalty: 3342.710938
	Iteration 9Q: 3 clusters Score -88004.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -88022.750000 Penalty: 3342.710938
	Iteration 10Q: 3 clusters Score -88022.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88030.617188 Penalty: 3342.710938
	Iteration 11Q: 3 clusters Score -88030.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88035.335938 Penalty: 3342.710938
	Iteration 12Q: 3 clusters Score -88035.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88036.039062 Penalty: 3342.710938
	Iteration 13Q: 3 clusters Score -88036.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88036.039062 Penalty: 3342.710938
	Iteration 14F: 3 clusters Score -88036.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Entering Unmasked Estep 
Score: -238239.812500 Penalty: 1912.575195
	Iteration 0F: 2 clusters Score -238239.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -235451.234375 Penalty: 3825.150391
	Iteration 0F: 3 clusters Score -235451.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -235981.000000 Penalty: 3825.150391
	Iteration 1F: 3 clusters Score -235981 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -236166.500000 Penalty: 3825.150391
	Iteration 2F: 3 clusters Score -236166.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -236288.140625 Penalty: 3825.150391
	Iteration 3F: 3 clusters Score -236288.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -236387.437500 Penalty: 3825.150391
	Iteration 4Q: 3 clusters Score -236387.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -236461.546875 Penalty: 3825.150391
	Iteration 5Q: 3 clusters Score -236461.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -236520.765625 Penalty: 3825.150391
	Iteration 6Q: 3 clusters Score -236520.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -236561.796875 Penalty: 3825.150391
	Iteration 7Q: 3 clusters Score -236561.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -236605.328125 Penalty: 3825.150391
	Iteration 8Q: 3 clusters Score -236605.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -236669.109375 Penalty: 3825.150391
	Iteration 9Q: 3 clusters Score -236669.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -236755.578125 Penalty: 3825.150391
	Iteration 10Q: 3 clusters Score -236755.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -236850.578125 Penalty: 3825.150391
	Iteration 11Q: 3 clusters Score -236850.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -236952.031250 Penalty: 3825.150391
	Iteration 12Q: 3 clusters Score -236952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -237058.078125 Penalty: 3825.150391
	Iteration 13Q: 3 clusters Score -237058.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -237129.953125 Penalty: 3825.150391
	Iteration 14Q: 3 clusters Score -237130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -237176.562500 Penalty: 3825.150391
	Iteration 15Q: 3 clusters Score -237176.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -237210.250000 Penalty: 3825.150391
	Iteration 16Q: 3 clusters Score -237210.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -237245.875000 Penalty: 3825.150391
	Iteration 17Q: 3 clusters Score -237245.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -237278.781250 Penalty: 3825.150391
	Iteration 18Q: 3 clusters Score -237278.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -237306.062500 Penalty: 3825.150391
	Iteration 19Q: 3 clusters Score -237306.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -237318.546875 Penalty: 3825.150391
	Iteration 20F: 3 clusters Score -237318.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -237330.234375 Penalty: 3825.150391
	Iteration 21Q: 3 clusters Score -237330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -237333.625000 Penalty: 3825.150391
	Iteration 22Q: 3 clusters Score -237333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -237334.109375 Penalty: 3825.150391
	Iteration 23Q: 3 clusters Score -237334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -237336.000000 Penalty: 3825.150391
	Iteration 24Q: 3 clusters Score -237336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -237336.234375 Penalty: 3825.150391
	Iteration 25Q: 3 clusters Score -237336.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -237336.234375 Penalty: 3825.150391
	Iteration 26F: 3 clusters Score -237336.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Entering Unmasked Estep 
Score: -2304677.750000 Penalty: 2455.493896
	Iteration 0F: 2 clusters Score -2304678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2290759.250000 Penalty: 4910.987793
	Iteration 0F: 3 clusters Score -2290759 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2295350.750000 Penalty: 4910.987793
	Iteration 1F: 3 clusters Score -2295351 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2295768.250000 Penalty: 4910.987793
	Iteration 2F: 3 clusters Score -2295768 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2296089.000000 Penalty: 4910.987793
	Iteration 3Q: 3 clusters Score -2296089 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2296375.500000 Penalty: 4910.987793
	Iteration 4Q: 3 clusters Score -2296376 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2296682.250000 Penalty: 4910.987793
	Iteration 5Q: 3 clusters Score -2296682 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2297076.750000 Penalty: 4910.987793
	Iteration 6Q: 3 clusters Score -2297077 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2297602.250000 Penalty: 4910.987793
	Iteration 7Q: 3 clusters Score -2297602 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2298261.750000 Penalty: 4910.987793
	Iteration 8F: 3 clusters Score -2298262 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2299058.000000 Penalty: 4910.987793
	Iteration 9F: 3 clusters Score -2299058 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2299956.500000 Penalty: 4910.987793
	Iteration 10F: 3 clusters Score -2299956 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2300822.250000 Penalty: 4910.987793
	Iteration 11F: 3 clusters Score -2300822 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2301527.500000 Penalty: 4910.987793
	Iteration 12Q: 3 clusters Score -2301528 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2301934.750000 Penalty: 4910.987793
	Iteration 13Q: 3 clusters Score -2301935 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2302144.000000 Penalty: 4910.987793
	Iteration 14Q: 3 clusters Score -2302144 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2302260.500000 Penalty: 4910.987793
	Iteration 15Q: 3 clusters Score -2302260 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2302327.750000 Penalty: 4910.987793
	Iteration 16Q: 3 clusters Score -2302328 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2302382.250000 Penalty: 4910.987793
	Iteration 17Q: 3 clusters Score -2302382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2302411.500000 Penalty: 4910.987793
	Iteration 18Q: 3 clusters Score -2302412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2302438.500000 Penalty: 4910.987793
	Iteration 19Q: 3 clusters Score -2302438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2302462.750000 Penalty: 4910.987793
	Iteration 20F: 3 clusters Score -2302463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2302475.250000 Penalty: 4910.987793
	Iteration 21Q: 3 clusters Score -2302475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2302480.000000 Penalty: 4910.987793
	Iteration 22Q: 3 clusters Score -2302480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2302482.500000 Penalty: 4910.987793
	Iteration 23Q: 3 clusters Score -2302482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2302483.250000 Penalty: 4910.987793
	Iteration 24Q: 3 clusters Score -2302483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2302485.750000 Penalty: 4910.987793
	Iteration 25Q: 3 clusters Score -2302486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2302487.000000 Penalty: 4910.987793
	Iteration 26Q: 3 clusters Score -2302487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2302485.250000 Penalty: 4910.987793
	Iteration 27Q: 3 clusters Score -2302485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2302485.250000 Penalty: 4910.987793
	Iteration 28F: 3 clusters Score -2302485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 190828 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 15079 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4036 members 
Mstep: Class 13 contains 354 members 
Mstep: Class 14 contains 17146 members 
Mstep: Class 15 contains 248520 members 
Mstep: Class 16 contains 17513 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 50596 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2235 members 
Mstep: Class 21 contains 19954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764880.000000 Penalty: 62942.238281
Iteration 119Q: 20 clusters Score -7.076488e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 190879 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 15099 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4038 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 17149 members 
Mstep: Class 15 contains 248417 members 
Mstep: Class 16 contains 17514 members 
Mstep: Class 17 contains 44087 members 
Mstep: Class 18 contains 50603 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2237 members 
Mstep: Class 21 contains 19948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765040.000000 Penalty: 62942.238281
Iteration 120F: 20 clusters Score -7.076504e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 190891 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 15131 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4040 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 362 members 
Mstep: Class 14 contains 17148 members 
Mstep: Class 15 contains 248341 members 
Mstep: Class 16 contains 17517 members 
Mstep: Class 17 contains 44100 members 
Mstep: Class 18 contains 50628 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2234 members 
Mstep: Class 21 contains 19938 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 20 clusters Score -7.07652e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 190908 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 15159 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4041 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 364 members 
Mstep: Class 14 contains 17156 members 
Mstep: Class 15 contains 248246 members 
Mstep: Class 16 contains 17524 members 
Mstep: Class 17 contains 44110 members 
Mstep: Class 18 contains 50662 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2231 members 
Mstep: Class 21 contains 19926 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 20 clusters Score -7.076538e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 190919 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15203 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4042 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 366 members 
Mstep: Class 14 contains 17161 members 
Mstep: Class 15 contains 248160 members 
Mstep: Class 16 contains 17529 members 
Mstep: Class 17 contains 44113 members 
Mstep: Class 18 contains 50685 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2233 members 
Mstep: Class 21 contains 19916 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 20 clusters Score -7.076558e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 190916 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15262 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4045 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17165 members 
Mstep: Class 15 contains 248071 members 
Mstep: Class 16 contains 17533 members 
Mstep: Class 17 contains 44120 members 
Mstep: Class 18 contains 50709 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2238 members 
Mstep: Class 21 contains 19904 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 20 clusters Score -7.07657e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 190895 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15316 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17171 members 
Mstep: Class 15 contains 247998 members 
Mstep: Class 16 contains 17534 members 
Mstep: Class 17 contains 44127 members 
Mstep: Class 18 contains 50740 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2243 members 
Mstep: Class 21 contains 19889 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 20 clusters Score -7.076564e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 190886 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15372 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4053 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17174 members 
Mstep: Class 15 contains 247931 members 
Mstep: Class 16 contains 17535 members 
Mstep: Class 17 contains 44127 members 
Mstep: Class 18 contains 50766 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 19875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765624.000000 Penalty: 62942.238281
Iteration 126Q: 20 clusters Score -7.076562e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 190884 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15417 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4056 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17175 members 
Mstep: Class 15 contains 247870 members 
Mstep: Class 16 contains 17536 members 
Mstep: Class 17 contains 44127 members 
Mstep: Class 18 contains 50788 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2242 members 
Mstep: Class 21 contains 19869 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 20 clusters Score -7.076571e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 190879 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15459 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4058 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17176 members 
Mstep: Class 15 contains 247819 members 
Mstep: Class 16 contains 17540 members 
Mstep: Class 17 contains 44127 members 
Mstep: Class 18 contains 50801 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2240 members 
Mstep: Class 21 contains 19862 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 20 clusters Score -7.07657e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 190852 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15503 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17178 members 
Mstep: Class 15 contains 247784 members 
Mstep: Class 16 contains 17539 members 
Mstep: Class 17 contains 44124 members 
Mstep: Class 18 contains 50827 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2239 members 
Mstep: Class 21 contains 19851 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 20 clusters Score -7.076576e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 190807 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15546 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17185 members 
Mstep: Class 15 contains 247751 members 
Mstep: Class 16 contains 17541 members 
Mstep: Class 17 contains 44122 members 
Mstep: Class 18 contains 50853 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2240 members 
Mstep: Class 21 contains 19842 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 20 clusters Score -7.076585e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 190793 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15582 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4070 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17185 members 
Mstep: Class 15 contains 247719 members 
Mstep: Class 16 contains 17542 members 
Mstep: Class 17 contains 44125 members 
Mstep: Class 18 contains 50868 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2241 members 
Mstep: Class 21 contains 19833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765816.000000 Penalty: 62942.238281
Iteration 131Q: 20 clusters Score -7.076582e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 190762 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15624 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17186 members 
Mstep: Class 15 contains 247704 members 
Mstep: Class 16 contains 17540 members 
Mstep: Class 17 contains 44122 members 
Mstep: Class 18 contains 50880 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2242 members 
Mstep: Class 21 contains 19830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765784.000000 Penalty: 62942.238281
Iteration 132Q: 20 clusters Score -7.076578e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 190719 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15675 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4074 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17189 members 
Mstep: Class 15 contains 247670 members 
Mstep: Class 16 contains 17540 members 
Mstep: Class 17 contains 44121 members 
Mstep: Class 18 contains 50902 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2242 members 
Mstep: Class 21 contains 19828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765792.000000 Penalty: 62942.238281
Iteration 133Q: 20 clusters Score -7.076579e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 190685 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15718 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4075 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17192 members 
Mstep: Class 15 contains 247639 members 
Mstep: Class 16 contains 17540 members 
Mstep: Class 17 contains 44121 members 
Mstep: Class 18 contains 50923 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 19827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765648.000000 Penalty: 62942.238281
Iteration 134Q: 20 clusters Score -7.076565e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 190649 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15760 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17195 members 
Mstep: Class 15 contains 247618 members 
Mstep: Class 16 contains 17539 members 
Mstep: Class 17 contains 44117 members 
Mstep: Class 18 contains 50950 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 19823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765632.000000 Penalty: 62942.238281
Iteration 135Q: 20 clusters Score -7.076563e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 190615 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4077 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17200 members 
Mstep: Class 15 contains 247578 members 
Mstep: Class 16 contains 17542 members 
Mstep: Class 17 contains 44116 members 
Mstep: Class 18 contains 50976 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 19820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765664.000000 Penalty: 62942.238281
Iteration 136Q: 20 clusters Score -7.076566e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 190582 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15856 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4078 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17204 members 
Mstep: Class 15 contains 247551 members 
Mstep: Class 16 contains 17543 members 
Mstep: Class 17 contains 44116 members 
Mstep: Class 18 contains 50990 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2243 members 
Mstep: Class 21 contains 19814 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 20 clusters Score -7.076569e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 190550 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15901 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4079 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17208 members 
Mstep: Class 15 contains 247518 members 
Mstep: Class 16 contains 17543 members 
Mstep: Class 17 contains 44118 members 
Mstep: Class 18 contains 51011 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 19811 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 20 clusters Score -7.076568e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 190519 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15941 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4081 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17211 members 
Mstep: Class 15 contains 247500 members 
Mstep: Class 16 contains 17542 members 
Mstep: Class 17 contains 44116 members 
Mstep: Class 18 contains 51025 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2245 members 
Mstep: Class 21 contains 19805 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 20 clusters Score -7.076568e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 190484 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 15976 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4085 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17215 members 
Mstep: Class 15 contains 247472 members 
Mstep: Class 16 contains 17543 members 
Mstep: Class 17 contains 44112 members 
Mstep: Class 18 contains 51051 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2245 members 
Mstep: Class 21 contains 19802 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 20 clusters Score -7.076578e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 190465 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16015 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4086 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17215 members 
Mstep: Class 15 contains 247424 members 
Mstep: Class 16 contains 17548 members 
Mstep: Class 17 contains 44115 members 
Mstep: Class 18 contains 51076 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 19798 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 20 clusters Score -7.076575e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 190454 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16051 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4086 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17215 members 
Mstep: Class 15 contains 247384 members 
Mstep: Class 16 contains 17548 members 
Mstep: Class 17 contains 44117 members 
Mstep: Class 18 contains 51099 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 2243 members 
Mstep: Class 21 contains 19789 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 20 clusters Score -7.076582e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 190465 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16075 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4086 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17217 members 
Mstep: Class 15 contains 247328 members 
Mstep: Class 16 contains 17547 members 
Mstep: Class 17 contains 44121 members 
Mstep: Class 18 contains 51117 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 19783 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 20 clusters Score -7.076583e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 190479 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16104 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4086 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17221 members 
Mstep: Class 15 contains 247262 members 
Mstep: Class 16 contains 17546 members 
Mstep: Class 17 contains 44124 members 
Mstep: Class 18 contains 51140 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 19775 members 
Entering Unmasked Estep 
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Iteration 144Q: 20 clusters Score -7.076575e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 190521 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16128 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4086 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17223 members 
Mstep: Class 15 contains 247178 members 
Mstep: Class 16 contains 17548 members 
Mstep: Class 17 contains 44136 members 
Mstep: Class 18 contains 51160 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 19759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765816.000000 Penalty: 62942.238281
Iteration 145Q: 20 clusters Score -7.076582e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 190596 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16148 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4087 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17227 members 
Mstep: Class 15 contains 247065 members 
Mstep: Class 16 contains 17549 members 
Mstep: Class 17 contains 44145 members 
Mstep: Class 18 contains 51180 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 19743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765800.000000 Penalty: 62942.238281
Iteration 146Q: 20 clusters Score -7.07658e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 190687 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16167 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4088 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17230 members 
Mstep: Class 15 contains 246936 members 
Mstep: Class 16 contains 17552 members 
Mstep: Class 17 contains 44154 members 
Mstep: Class 18 contains 51188 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2245 members 
Mstep: Class 21 contains 19735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765744.000000 Penalty: 62942.238281
Iteration 147Q: 20 clusters Score -7.076574e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 190762 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16189 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4090 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17238 members 
Mstep: Class 15 contains 246806 members 
Mstep: Class 16 contains 17556 members 
Mstep: Class 17 contains 44162 members 
Mstep: Class 18 contains 51202 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2246 members 
Mstep: Class 21 contains 19730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765800.000000 Penalty: 62942.238281
Iteration 148Q: 20 clusters Score -7.07658e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 190831 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16218 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4094 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17240 members 
Mstep: Class 15 contains 246683 members 
Mstep: Class 16 contains 17560 members 
Mstep: Class 17 contains 44169 members 
Mstep: Class 18 contains 51215 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2247 members 
Mstep: Class 21 contains 19727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765736.000000 Penalty: 62942.238281
Iteration 149Q: 20 clusters Score -7.076574e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 190883 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16244 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4098 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17241 members 
Mstep: Class 15 contains 246577 members 
Mstep: Class 16 contains 17563 members 
Mstep: Class 17 contains 44177 members 
Mstep: Class 18 contains 51226 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2247 members 
Mstep: Class 21 contains 19727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765808.000000 Penalty: 62942.238281
Iteration 150Q: 20 clusters Score -7.076581e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 190940 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16270 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4101 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17245 members 
Mstep: Class 15 contains 246468 members 
Mstep: Class 16 contains 17568 members 
Mstep: Class 17 contains 44186 members 
Mstep: Class 18 contains 51234 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2248 members 
Mstep: Class 21 contains 19719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765800.000000 Penalty: 62942.238281
Iteration 151Q: 20 clusters Score -7.07658e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 190994 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16298 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4104 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17249 members 
Mstep: Class 15 contains 246352 members 
Mstep: Class 16 contains 17571 members 
Mstep: Class 17 contains 44196 members 
Mstep: Class 18 contains 51248 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2248 members 
Mstep: Class 21 contains 19717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765760.000000 Penalty: 62942.238281
Iteration 152Q: 20 clusters Score -7.076576e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 191053 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16323 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17255 members 
Mstep: Class 15 contains 246220 members 
Mstep: Class 16 contains 17575 members 
Mstep: Class 17 contains 44209 members 
Mstep: Class 18 contains 51261 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2250 members 
Mstep: Class 21 contains 19720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765808.000000 Penalty: 62942.238281
Iteration 153Q: 20 clusters Score -7.076581e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 191099 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16361 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4112 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17262 members 
Mstep: Class 15 contains 246086 members 
Mstep: Class 16 contains 17580 members 
Mstep: Class 17 contains 44219 members 
Mstep: Class 18 contains 51283 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 19719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765816.000000 Penalty: 62942.238281
Iteration 154Q: 20 clusters Score -7.076582e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 191169 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16394 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4117 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17267 members 
Mstep: Class 15 contains 245952 members 
Mstep: Class 16 contains 17585 members 
Mstep: Class 17 contains 44226 members 
Mstep: Class 18 contains 51296 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 19714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765800.000000 Penalty: 62942.238281
Iteration 155Q: 20 clusters Score -7.07658e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 191237 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16437 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4121 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17268 members 
Mstep: Class 15 contains 245824 members 
Mstep: Class 16 contains 17586 members 
Mstep: Class 17 contains 44234 members 
Mstep: Class 18 contains 51305 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2248 members 
Mstep: Class 21 contains 19712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765840.000000 Penalty: 62942.238281
Iteration 156Q: 20 clusters Score -7.076584e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 191277 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16486 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4122 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17271 members 
Mstep: Class 15 contains 245722 members 
Mstep: Class 16 contains 17584 members 
Mstep: Class 17 contains 44241 members 
Mstep: Class 18 contains 51314 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2247 members 
Mstep: Class 21 contains 19708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765848.000000 Penalty: 62942.238281
Iteration 157Q: 20 clusters Score -7.076585e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 191307 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16536 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4124 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17274 members 
Mstep: Class 15 contains 245615 members 
Mstep: Class 16 contains 17584 members 
Mstep: Class 17 contains 44249 members 
Mstep: Class 18 contains 51328 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2248 members 
Mstep: Class 21 contains 19703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765896.000000 Penalty: 62942.238281
Iteration 158Q: 20 clusters Score -7.07659e+07 nChanged 322
Entering ConstructFrom: 
Score: -70765896.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (15479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Entering Unmasked Estep 
Score: -1798029.250000 Penalty: 2392.515381
	Iteration 0F: 2 clusters Score -1798029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1786833.000000 Penalty: 4785.030762
	Iteration 0F: 3 clusters Score -1786833 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1790421.625000 Penalty: 4785.030762
	Iteration 1F: 3 clusters Score -1790422 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1790827.375000 Penalty: 4785.030762
	Iteration 2F: 3 clusters Score -1790827 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1791185.875000 Penalty: 4785.030762
	Iteration 3F: 3 clusters Score -1791186 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1791567.875000 Penalty: 4785.030762
	Iteration 4Q: 3 clusters Score -1791568 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1792023.125000 Penalty: 4785.030762
	Iteration 5F: 3 clusters Score -1792023 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1792521.750000 Penalty: 4785.030762
	Iteration 6F: 3 clusters Score -1792522 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1793164.625000 Penalty: 4785.030762
	Iteration 7F: 3 clusters Score -1793165 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1793864.125000 Penalty: 4785.030762
	Iteration 8F: 3 clusters Score -1793864 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1794556.125000 Penalty: 4785.030762
	Iteration 9F: 3 clusters Score -1794556 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1795071.000000 Penalty: 4785.030762
	Iteration 10Q: 3 clusters Score -1795071 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1795407.375000 Penalty: 4785.030762
	Iteration 11Q: 3 clusters Score -1795407 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1795596.875000 Penalty: 4785.030762
	Iteration 12Q: 3 clusters Score -1795597 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1795713.125000 Penalty: 4785.030762
	Iteration 13Q: 3 clusters Score -1795713 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1795789.625000 Penalty: 4785.030762
	Iteration 14Q: 3 clusters Score -1795790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1795827.750000 Penalty: 4785.030762
	Iteration 15Q: 3 clusters Score -1795828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1795854.625000 Penalty: 4785.030762
	Iteration 16Q: 3 clusters Score -1795855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1795875.500000 Penalty: 4785.030762
	Iteration 17Q: 3 clusters Score -1795876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1795879.000000 Penalty: 4785.030762
	Iteration 18Q: 3 clusters Score -1795879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1795883.250000 Penalty: 4785.030762
	Iteration 19Q: 3 clusters Score -1795883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1795888.375000 Penalty: 4785.030762
	Iteration 20F: 3 clusters Score -1795888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1795889.250000 Penalty: 4785.030762
	Iteration 21Q: 3 clusters Score -1795889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1795892.000000 Penalty: 4785.030762
	Iteration 22Q: 3 clusters Score -1795892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1795891.875000 Penalty: 4785.030762
	Iteration 23Q: 3 clusters Score -1795892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1795891.875000 Penalty: 4785.030762
	Iteration 24F: 3 clusters Score -1795892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (191328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191328 members 
Entering Unmasked Estep 
Score: -21639862.000000 Penalty: 3016.112549
	Iteration 0F: 2 clusters Score -2.163986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 96041 members 
Entering Unmasked Estep 
Score: -21513442.000000 Penalty: 6032.225098
	Iteration 0F: 3 clusters Score -2.151344e+07 nChanged 91931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90196 members 
Mstep: Class 2 contains 101132 members 
Entering Unmasked Estep 
Score: -21567586.000000 Penalty: 6032.225098
	Iteration 1F: 3 clusters Score -2.156759e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 104467 members 
Entering Unmasked Estep 
Score: -21569572.000000 Penalty: 6032.225098
	Iteration 2Q: 3 clusters Score -2.156957e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 109507 members 
Entering Unmasked Estep 
Score: -21572488.000000 Penalty: 6032.225098
	Iteration 3Q: 3 clusters Score -2.157249e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74435 members 
Mstep: Class 2 contains 116893 members 
Entering Unmasked Estep 
Score: -21576924.000000 Penalty: 6032.225098
	Iteration 4F: 3 clusters Score -2.157692e+07 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 127107 members 
Entering Unmasked Estep 
Score: -21584506.000000 Penalty: 6032.225098
	Iteration 5F: 3 clusters Score -2.158451e+07 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 139266 members 
Entering Unmasked Estep 
Score: -21594888.000000 Penalty: 6032.225098
	Iteration 6F: 3 clusters Score -2.159489e+07 nChanged 13497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 151531 members 
Entering Unmasked Estep 
Score: -21605964.000000 Penalty: 6032.225098
	Iteration 7F: 3 clusters Score -2.160596e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 161888 members 
Entering Unmasked Estep 
Score: -21615072.000000 Penalty: 6032.225098
	Iteration 8F: 3 clusters Score -2.161507e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 169753 members 
Entering Unmasked Estep 
Score: -21621832.000000 Penalty: 6032.225098
	Iteration 9Q: 3 clusters Score -2.162183e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 175491 members 
Entering Unmasked Estep 
Score: -21626458.000000 Penalty: 6032.225098
	Iteration 10Q: 3 clusters Score -2.162646e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 179636 members 
Entering Unmasked Estep 
Score: -21629806.000000 Penalty: 6032.225098
	Iteration 11Q: 3 clusters Score -2.162981e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 182694 members 
Entering Unmasked Estep 
Score: -21632186.000000 Penalty: 6032.225098
	Iteration 12Q: 3 clusters Score -2.163219e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 184899 members 
Entering Unmasked Estep 
Score: -21634040.000000 Penalty: 6032.225098
	Iteration 13Q: 3 clusters Score -2.163404e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 186434 members 
Entering Unmasked Estep 
Score: -21635330.000000 Penalty: 6032.225098
	Iteration 14Q: 3 clusters Score -2.163533e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 187510 members 
Entering Unmasked Estep 
Score: -21636186.000000 Penalty: 6032.225098
	Iteration 15Q: 3 clusters Score -2.163619e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 188192 members 
Entering Unmasked Estep 
Score: -21636780.000000 Penalty: 6032.225098
	Iteration 16Q: 3 clusters Score -2.163678e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 188659 members 
Entering Unmasked Estep 
Score: -21637190.000000 Penalty: 6032.225098
	Iteration 17Q: 3 clusters Score -2.163719e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 188944 members 
Entering Unmasked Estep 
Score: -21637478.000000 Penalty: 6032.225098
	Iteration 18Q: 3 clusters Score -2.163748e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 189142 members 
Entering Unmasked Estep 
Score: -21637698.000000 Penalty: 6032.225098
	Iteration 19Q: 3 clusters Score -2.16377e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 189276 members 
Entering Unmasked Estep 
Score: -21637826.000000 Penalty: 6032.225098
	Iteration 20F: 3 clusters Score -2.163783e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 189362 members 
Entering Unmasked Estep 
Score: -21637908.000000 Penalty: 6032.225098
	Iteration 21Q: 3 clusters Score -2.163791e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 189401 members 
Entering Unmasked Estep 
Score: -21637998.000000 Penalty: 6032.225098
	Iteration 22Q: 3 clusters Score -2.1638e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 189426 members 
Entering Unmasked Estep 
Score: -21638000.000000 Penalty: 6032.225098
	Iteration 23Q: 3 clusters Score -2.1638e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 189444 members 
Entering Unmasked Estep 
Score: -21637990.000000 Penalty: 6032.225098
	Iteration 24Q: 3 clusters Score -2.163799e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 189454 members 
Entering Unmasked Estep 
Score: -21638050.000000 Penalty: 6032.225098
	Iteration 25Q: 3 clusters Score -2.163805e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 189471 members 
Entering Unmasked Estep 
Score: -21638070.000000 Penalty: 6032.225098
	Iteration 26Q: 3 clusters Score -2.163807e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 189478 members 
Entering Unmasked Estep 
Score: -21638064.000000 Penalty: 6032.225098
	Iteration 27Q: 3 clusters Score -2.163806e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 189476 members 
Entering Unmasked Estep 
Score: -21638064.000000 Penalty: 6032.225098
	Iteration 28Q: 3 clusters Score -2.163806e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 189473 members 
Entering Unmasked Estep 
Score: -21638090.000000 Penalty: 6032.225098
	Iteration 29Q: 3 clusters Score -2.163809e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 189475 members 
Entering Unmasked Estep 
Score: -21638116.000000 Penalty: 6032.225098
	Iteration 30Q: 3 clusters Score -2.163812e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 189478 members 
Entering Unmasked Estep 
Score: -21638140.000000 Penalty: 6032.225098
	Iteration 31Q: 3 clusters Score -2.163814e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 189489 members 
Entering Unmasked Estep 
Score: -21638148.000000 Penalty: 6032.225098
	Iteration 32Q: 3 clusters Score -2.163815e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 189510 members 
Entering Unmasked Estep 
Score: -21638144.000000 Penalty: 6032.225098
	Iteration 33Q: 3 clusters Score -2.163814e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 189522 members 
Entering Unmasked Estep 
Score: -21638166.000000 Penalty: 6032.225098
	Iteration 34Q: 3 clusters Score -2.163817e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 189523 members 
Entering Unmasked Estep 
Score: -21638148.000000 Penalty: 6032.225098
	Iteration 35Q: 3 clusters Score -2.163815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 189516 members 
Entering Unmasked Estep 
Score: -21638124.000000 Penalty: 6032.225098
	Iteration 36Q: 3 clusters Score -2.163812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 189520 members 
Entering Unmasked Estep 
Score: -21638154.000000 Penalty: 6032.225098
	Iteration 37Q: 3 clusters Score -2.163815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 189522 members 
Entering Unmasked Estep 
Score: -21638172.000000 Penalty: 6032.225098
	Iteration 38Q: 3 clusters Score -2.163817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 189525 members 
Entering Unmasked Estep 
Score: -21638178.000000 Penalty: 6032.225098
	Iteration 39Q: 3 clusters Score -2.163818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 189535 members 
Entering Unmasked Estep 
Score: -21638206.000000 Penalty: 6032.225098
	Iteration 40F: 3 clusters Score -2.163821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 189542 members 
Entering Unmasked Estep 
Score: -21638242.000000 Penalty: 6032.225098
	Iteration 41Q: 3 clusters Score -2.163824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 189535 members 
Entering Unmasked Estep 
Score: -21638262.000000 Penalty: 6032.225098
	Iteration 42Q: 3 clusters Score -2.163826e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 189530 members 
Entering Unmasked Estep 
Score: -21638250.000000 Penalty: 6032.225098
	Iteration 43Q: 3 clusters Score -2.163825e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 189520 members 
Entering Unmasked Estep 
Score: -21638272.000000 Penalty: 6032.225098
	Iteration 44Q: 3 clusters Score -2.163827e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 189516 members 
Entering Unmasked Estep 
Score: -21638288.000000 Penalty: 6032.225098
	Iteration 45Q: 3 clusters Score -2.163829e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 189500 members 
Entering Unmasked Estep 
Score: -21638326.000000 Penalty: 6032.225098
	Iteration 46Q: 3 clusters Score -2.163833e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 189485 members 
Entering Unmasked Estep 
Score: -21638414.000000 Penalty: 6032.225098
	Iteration 47Q: 3 clusters Score -2.163841e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 189480 members 
Entering Unmasked Estep 
Score: -21638408.000000 Penalty: 6032.225098
	Iteration 48Q: 3 clusters Score -2.163841e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 189482 members 
Entering Unmasked Estep 
Score: -21638430.000000 Penalty: 6032.225098
	Iteration 49Q: 3 clusters Score -2.163843e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 189484 members 
Entering Unmasked Estep 
Score: -21638430.000000 Penalty: 6032.225098
	Iteration 50Q: 3 clusters Score -2.163843e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 189486 members 
Entering Unmasked Estep 
Score: -21638452.000000 Penalty: 6032.225098
	Iteration 51Q: 3 clusters Score -2.163845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 189491 members 
Entering Unmasked Estep 
Score: -21638482.000000 Penalty: 6032.225098
	Iteration 52Q: 3 clusters Score -2.163848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 189491 members 
Entering Unmasked Estep 
Score: -21638478.000000 Penalty: 6032.225098
	Iteration 53Q: 3 clusters Score -2.163848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 189494 members 
Entering Unmasked Estep 
Score: -21638480.000000 Penalty: 6032.225098
	Iteration 54Q: 3 clusters Score -2.163848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 189495 members 
Entering Unmasked Estep 
Score: -21638482.000000 Penalty: 6032.225098
	Iteration 55Q: 3 clusters Score -2.163848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 189494 members 
Entering Unmasked Estep 
Score: -21638488.000000 Penalty: 6032.225098
	Iteration 56Q: 3 clusters Score -2.163849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 189495 members 
Entering Unmasked Estep 
Score: -21638488.000000 Penalty: 6032.225098
	Iteration 57Q: 3 clusters Score -2.163849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 189495 members 
Entering Unmasked Estep 
Score: -21638528.000000 Penalty: 6032.225098
	Iteration 58F: 3 clusters Score -2.163853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 189477 members 
Entering Unmasked Estep 
Score: -21638564.000000 Penalty: 6032.225098
	Iteration 59Q: 3 clusters Score -2.163856e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 189441 members 
Entering Unmasked Estep 
Score: -21638664.000000 Penalty: 6032.225098
	Iteration 60F: 3 clusters Score -2.163866e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 189402 members 
Entering Unmasked Estep 
Score: -21638802.000000 Penalty: 6032.225098
	Iteration 61Q: 3 clusters Score -2.16388e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 189378 members 
Entering Unmasked Estep 
Score: -21638936.000000 Penalty: 6032.225098
	Iteration 62Q: 3 clusters Score -2.163894e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 189341 members 
Entering Unmasked Estep 
Score: -21639050.000000 Penalty: 6032.225098
	Iteration 63Q: 3 clusters Score -2.163905e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 189334 members 
Entering Unmasked Estep 
Score: -21639086.000000 Penalty: 6032.225098
	Iteration 64Q: 3 clusters Score -2.163909e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 189340 members 
Entering Unmasked Estep 
Score: -21639128.000000 Penalty: 6032.225098
	Iteration 65Q: 3 clusters Score -2.163913e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 189369 members 
Entering Unmasked Estep 
Score: -21639134.000000 Penalty: 6032.225098
	Iteration 66Q: 3 clusters Score -2.163913e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 189401 members 
Entering Unmasked Estep 
Score: -21639172.000000 Penalty: 6032.225098
	Iteration 67Q: 3 clusters Score -2.163917e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 189427 members 
Entering Unmasked Estep 
Score: -21639166.000000 Penalty: 6032.225098
	Iteration 68Q: 3 clusters Score -2.163917e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 189460 members 
Entering Unmasked Estep 
Score: -21639206.000000 Penalty: 6032.225098
	Iteration 69Q: 3 clusters Score -2.163921e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 189480 members 
Entering Unmasked Estep 
Score: -21639238.000000 Penalty: 6032.225098
	Iteration 70Q: 3 clusters Score -2.163924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 189508 members 
Entering Unmasked Estep 
Score: -21639276.000000 Penalty: 6032.225098
	Iteration 71Q: 3 clusters Score -2.163928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 189532 members 
Entering Unmasked Estep 
Score: -21639282.000000 Penalty: 6032.225098
	Iteration 72Q: 3 clusters Score -2.163928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 189546 members 
Entering Unmasked Estep 
Score: -21639286.000000 Penalty: 6032.225098
	Iteration 73Q: 3 clusters Score -2.163929e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 189557 members 
Entering Unmasked Estep 
Score: -21639270.000000 Penalty: 6032.225098
	Iteration 74Q: 3 clusters Score -2.163927e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 189567 members 
Entering Unmasked Estep 
Score: -21639276.000000 Penalty: 6032.225098
	Iteration 75Q: 3 clusters Score -2.163928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 189573 members 
Entering Unmasked Estep 
Score: -21639274.000000 Penalty: 6032.225098
	Iteration 76Q: 3 clusters Score -2.163927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 189579 members 
Entering Unmasked Estep 
Score: -21639294.000000 Penalty: 6032.225098
	Iteration 77Q: 3 clusters Score -2.163929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 189579 members 
Entering Unmasked Estep 
Score: -21639304.000000 Penalty: 6032.225098
	Iteration 78Q: 3 clusters Score -2.16393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 189578 members 
Entering Unmasked Estep 
Score: -21639314.000000 Penalty: 6032.225098
	Iteration 79Q: 3 clusters Score -2.163931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 189578 members 
Entering Unmasked Estep 
Score: -21639434.000000 Penalty: 6032.225098
	Iteration 80F: 3 clusters Score -2.163943e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 189546 members 
Entering Unmasked Estep 
Score: -21639480.000000 Penalty: 6032.225098
	Iteration 81Q: 3 clusters Score -2.163948e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 189535 members 
Entering Unmasked Estep 
Score: -21639526.000000 Penalty: 6032.225098
	Iteration 82Q: 3 clusters Score -2.163953e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 189541 members 
Entering Unmasked Estep 
Score: -21639544.000000 Penalty: 6032.225098
	Iteration 83Q: 3 clusters Score -2.163954e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 189559 members 
Entering Unmasked Estep 
Score: -21639578.000000 Penalty: 6032.225098
	Iteration 84Q: 3 clusters Score -2.163958e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 189582 members 
Entering Unmasked Estep 
Score: -21639574.000000 Penalty: 6032.225098
	Iteration 85Q: 3 clusters Score -2.163957e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 189619 members 
Entering Unmasked Estep 
Score: -21639562.000000 Penalty: 6032.225098
	Iteration 86Q: 3 clusters Score -2.163956e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 189640 members 
Entering Unmasked Estep 
Score: -21639590.000000 Penalty: 6032.225098
	Iteration 87Q: 3 clusters Score -2.163959e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 189667 members 
Entering Unmasked Estep 
Score: -21639600.000000 Penalty: 6032.225098
	Iteration 88Q: 3 clusters Score -2.16396e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 189693 members 
Entering Unmasked Estep 
Score: -21639578.000000 Penalty: 6032.225098
	Iteration 89Q: 3 clusters Score -2.163958e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 189724 members 
Entering Unmasked Estep 
Score: -21639570.000000 Penalty: 6032.225098
	Iteration 90Q: 3 clusters Score -2.163957e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 189760 members 
Entering Unmasked Estep 
Score: -21639552.000000 Penalty: 6032.225098
	Iteration 91Q: 3 clusters Score -2.163955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 189782 members 
Entering Unmasked Estep 
Score: -21639554.000000 Penalty: 6032.225098
	Iteration 92Q: 3 clusters Score -2.163955e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 189794 members 
Entering Unmasked Estep 
Score: -21639568.000000 Penalty: 6032.225098
	Iteration 93Q: 3 clusters Score -2.163957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 189808 members 
Entering Unmasked Estep 
Score: -21639540.000000 Penalty: 6032.225098
	Iteration 94Q: 3 clusters Score -2.163954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 189822 members 
Entering Unmasked Estep 
Score: -21639554.000000 Penalty: 6032.225098
	Iteration 95Q: 3 clusters Score -2.163955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 189827 members 
Entering Unmasked Estep 
Score: -21639574.000000 Penalty: 6032.225098
	Iteration 96Q: 3 clusters Score -2.163957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 189837 members 
Entering Unmasked Estep 
Score: -21639578.000000 Penalty: 6032.225098
	Iteration 97Q: 3 clusters Score -2.163958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 189846 members 
Entering Unmasked Estep 
Score: -21639584.000000 Penalty: 6032.225098
	Iteration 98Q: 3 clusters Score -2.163958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 189848 members 
Entering Unmasked Estep 
Score: -21639582.000000 Penalty: 6032.225098
	Iteration 99Q: 3 clusters Score -2.163958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 189848 members 
Entering Unmasked Estep 
Score: -21639576.000000 Penalty: 6032.225098
	Iteration 100F: 3 clusters Score -2.163958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 189846 members 
Entering Unmasked Estep 
Score: -21639580.000000 Penalty: 6032.225098
	Iteration 101Q: 3 clusters Score -2.163958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 189850 members 
Entering Unmasked Estep 
Score: -21639604.000000 Penalty: 6032.225098
	Iteration 102Q: 3 clusters Score -2.16396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 189854 members 
Entering Unmasked Estep 
Score: -21639598.000000 Penalty: 6032.225098
	Iteration 103Q: 3 clusters Score -2.16396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 189854 members 
Entering Unmasked Estep 
Score: -21639586.000000 Penalty: 6032.225098
	Iteration 104Q: 3 clusters Score -2.163959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 189855 members 
Entering Unmasked Estep 
Score: -21639598.000000 Penalty: 6032.225098
	Iteration 105Q: 3 clusters Score -2.16396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 189855 members 
Entering Unmasked Estep 
Score: -21639598.000000 Penalty: 6032.225098
	Iteration 106F: 3 clusters Score -2.16396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -152822.484375 Penalty: 1792.460327
	Iteration 0F: 2 clusters Score -152822.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -150625.000000 Penalty: 3584.920654
	Iteration 0F: 3 clusters Score -150625 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -150983.609375 Penalty: 3584.920654
	Iteration 1F: 3 clusters Score -150983.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -151067.281250 Penalty: 3584.920654
	Iteration 2F: 3 clusters Score -151067.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -151132.562500 Penalty: 3584.920654
	Iteration 3Q: 3 clusters Score -151132.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -151189.968750 Penalty: 3584.920654
	Iteration 4Q: 3 clusters Score -151190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -151232.453125 Penalty: 3584.920654
	Iteration 5Q: 3 clusters Score -151232.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -151274.218750 Penalty: 3584.920654
	Iteration 6Q: 3 clusters Score -151274.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -151311.593750 Penalty: 3584.920654
	Iteration 7Q: 3 clusters Score -151311.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -151333.906250 Penalty: 3584.920654
	Iteration 8Q: 3 clusters Score -151333.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -151345.515625 Penalty: 3584.920654
	Iteration 9Q: 3 clusters Score -151345.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -151357.640625 Penalty: 3584.920654
	Iteration 10Q: 3 clusters Score -151357.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -151367.703125 Penalty: 3584.920654
	Iteration 11Q: 3 clusters Score -151367.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -151376.562500 Penalty: 3584.920654
	Iteration 12Q: 3 clusters Score -151376.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -151384.703125 Penalty: 3584.920654
	Iteration 13Q: 3 clusters Score -151384.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -151395.484375 Penalty: 3584.920654
	Iteration 14Q: 3 clusters Score -151395.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -151407.718750 Penalty: 3584.920654
	Iteration 15Q: 3 clusters Score -151407.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -151419.968750 Penalty: 3584.920654
	Iteration 16Q: 3 clusters Score -151420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -151427.562500 Penalty: 3584.920654
	Iteration 17Q: 3 clusters Score -151427.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -151434.046875 Penalty: 3584.920654
	Iteration 18Q: 3 clusters Score -151434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -151436.718750 Penalty: 3584.920654
	Iteration 19Q: 3 clusters Score -151436.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -151442.734375 Penalty: 3584.920654
	Iteration 20F: 3 clusters Score -151442.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -151448.625000 Penalty: 3584.920654
	Iteration 21Q: 3 clusters Score -151448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -151450.421875 Penalty: 3584.920654
	Iteration 22Q: 3 clusters Score -151450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -151451.953125 Penalty: 3584.920654
	Iteration 23Q: 3 clusters Score -151452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -151451.953125 Penalty: 3584.920654
	Iteration 24F: 3 clusters Score -151452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -122842.039062 Penalty: 1778.951538
	Iteration 0F: 2 clusters Score -122842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -120785.601562 Penalty: 3557.903076
	Iteration 0F: 3 clusters Score -120785.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -121550.125000 Penalty: 3557.903076
	Iteration 1F: 3 clusters Score -121550.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -122169.382812 Penalty: 3557.903076
	Iteration 2F: 3 clusters Score -122169.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -122599.703125 Penalty: 3557.903076
	Iteration 3F: 3 clusters Score -122599.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -122844.765625 Penalty: 3557.903076
	Iteration 4F: 3 clusters Score -122844.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -122959.750000 Penalty: 3557.903076
	Iteration 5Q: 3 clusters Score -122959.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123044.210938 Penalty: 3557.903076
	Iteration 6Q: 3 clusters Score -123044.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -123080.953125 Penalty: 3557.903076
	Iteration 7Q: 3 clusters Score -123081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -123132.601562 Penalty: 3557.903076
	Iteration 8Q: 3 clusters Score -123132.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -123153.953125 Penalty: 3557.903076
	Iteration 9Q: 3 clusters Score -123154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -123172.953125 Penalty: 3557.903076
	Iteration 10Q: 3 clusters Score -123173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -123184.296875 Penalty: 3557.903076
	Iteration 11Q: 3 clusters Score -123184.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -123201.804688 Penalty: 3557.903076
	Iteration 12Q: 3 clusters Score -123201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -123205.351562 Penalty: 3557.903076
	Iteration 13Q: 3 clusters Score -123205.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -123212.937500 Penalty: 3557.903076
	Iteration 14Q: 3 clusters Score -123212.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -123230.437500 Penalty: 3557.903076
	Iteration 15Q: 3 clusters Score -123230.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -123264.234375 Penalty: 3557.903076
	Iteration 16Q: 3 clusters Score -123264.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -123307.851562 Penalty: 3557.903076
	Iteration 17Q: 3 clusters Score -123307.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -123428.953125 Penalty: 3557.903076
	Iteration 18Q: 3 clusters Score -123429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -123526.375000 Penalty: 3557.903076
	Iteration 19Q: 3 clusters Score -123526.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -123544.351562 Penalty: 3557.903076
	Iteration 20F: 3 clusters Score -123544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -123545.742188 Penalty: 3557.903076
	Iteration 21Q: 3 clusters Score -123545.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -123545.742188 Penalty: 3557.903076
	Iteration 22F: 3 clusters Score -123545.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 191328 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 584 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16583 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4124 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 720 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17268 members 
Mstep: Class 15 contains 245535 members 
Mstep: Class 16 contains 17584 members 
Mstep: Class 17 contains 44254 members 
Mstep: Class 18 contains 51345 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2250 members 
Mstep: Class 21 contains 19698 members 
Entering Unmasked Estep 
Score: -70765096.000000 Penalty: 66254.992188
Splitting cluster 4 changes total score from -70765896.000000 to -70765096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -73577.632812 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -73577.63 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 329 members 
Entering Unmasked Estep 
Score: -71902.820312 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -71902.82 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72060.703125 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -72060.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72115.601562 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -72115.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72153.695312 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -72153.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72174.500000 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -72174.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72184.851562 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -72184.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72192.117188 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -72192.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72195.367188 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -72195.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72198.890625 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -72198.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72199.820312 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -72199.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72202.414062 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -72202.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72207.937500 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -72207.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72210.554688 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -72210.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72213.742188 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -72213.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72217.609375 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -72217.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72219.335938 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -72219.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72219.335938 Penalty: 3224.639648
	Iteration 16F: 3 clusters Score -72219.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -100254.070312 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -100254.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -98334.593750 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -98334.59 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -98724.242188 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -98724.24 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -98934.093750 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -98934.09 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -99105.031250 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -99105.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99297.109375 Penalty: 3440.907715
	Iteration 4F: 3 clusters Score -99297.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -99488.109375 Penalty: 3440.907715
	Iteration 5F: 3 clusters Score -99488.11 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -99692.664062 Penalty: 3440.907715
	Iteration 6F: 3 clusters Score -99692.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -99862.382812 Penalty: 3440.907715
	Iteration 7F: 3 clusters Score -99862.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100106.265625 Penalty: 3440.907715
	Iteration 8F: 3 clusters Score -100106.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100230.968750 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -100231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100290.578125 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -100290.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100338.265625 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -100338.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -100359.539062 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -100359.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -100371.515625 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -100371.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -100373.546875 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -100373.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100375.953125 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -100376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100378.351562 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -100378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -100379.921875 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -100379.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -100379.921875 Penalty: 3440.907715
	Iteration 18F: 3 clusters Score -100379.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 191328 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 16583 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4124 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17268 members 
Mstep: Class 15 contains 245535 members 
Mstep: Class 16 contains 17584 members 
Mstep: Class 17 contains 44254 members 
Mstep: Class 18 contains 51345 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2250 members 
Mstep: Class 21 contains 19698 members 
Entering Unmasked Estep 
Score: -70764472.000000 Penalty: 66254.992188
Splitting cluster 6 changes total score from -70765896.000000 to -70764472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (16583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Entering Unmasked Estep 
Score: -1912758.750000 Penalty: 2409.601074
	Iteration 0F: 2 clusters Score -1912759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1900796.125000 Penalty: 4819.202148
	Iteration 0F: 3 clusters Score -1900796 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1904731.000000 Penalty: 4819.202148
	Iteration 1F: 3 clusters Score -1904731 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1905146.875000 Penalty: 4819.202148
	Iteration 2F: 3 clusters Score -1905147 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1905455.625000 Penalty: 4819.202148
	Iteration 3Q: 3 clusters Score -1905456 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1905744.375000 Penalty: 4819.202148
	Iteration 4Q: 3 clusters Score -1905744 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1906021.500000 Penalty: 4819.202148
	Iteration 5Q: 3 clusters Score -1906022 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1906328.875000 Penalty: 4819.202148
	Iteration 6Q: 3 clusters Score -1906329 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1906686.000000 Penalty: 4819.202148
	Iteration 7Q: 3 clusters Score -1906686 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1907101.875000 Penalty: 4819.202148
	Iteration 8Q: 3 clusters Score -1907102 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1907568.000000 Penalty: 4819.202148
	Iteration 9Q: 3 clusters Score -1907568 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1908064.125000 Penalty: 4819.202148
	Iteration 10Q: 3 clusters Score -1908064 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1908637.000000 Penalty: 4819.202148
	Iteration 11Q: 3 clusters Score -1908637 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1909091.750000 Penalty: 4819.202148
	Iteration 12Q: 3 clusters Score -1909092 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1909394.125000 Penalty: 4819.202148
	Iteration 13Q: 3 clusters Score -1909394 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1909703.875000 Penalty: 4819.202148
	Iteration 14Q: 3 clusters Score -1909704 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1909936.750000 Penalty: 4819.202148
	Iteration 15Q: 3 clusters Score -1909937 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1910131.500000 Penalty: 4819.202148
	Iteration 16Q: 3 clusters Score -1910132 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1910272.875000 Penalty: 4819.202148
	Iteration 17Q: 3 clusters Score -1910273 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1910367.250000 Penalty: 4819.202148
	Iteration 18Q: 3 clusters Score -1910367 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1910442.500000 Penalty: 4819.202148
	Iteration 19Q: 3 clusters Score -1910442 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1910502.000000 Penalty: 4819.202148
	Iteration 20F: 3 clusters Score -1910502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1910537.500000 Penalty: 4819.202148
	Iteration 21Q: 3 clusters Score -1910538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1910579.125000 Penalty: 4819.202148
	Iteration 22Q: 3 clusters Score -1910579 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1910590.625000 Penalty: 4819.202148
	Iteration 23Q: 3 clusters Score -1910591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1910617.250000 Penalty: 4819.202148
	Iteration 24Q: 3 clusters Score -1910617 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1910633.875000 Penalty: 4819.202148
	Iteration 25Q: 3 clusters Score -1910634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1910647.625000 Penalty: 4819.202148
	Iteration 26Q: 3 clusters Score -1910648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1910649.125000 Penalty: 4819.202148
	Iteration 27Q: 3 clusters Score -1910649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1910653.500000 Penalty: 4819.202148
	Iteration 28Q: 3 clusters Score -1910654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1910659.875000 Penalty: 4819.202148
	Iteration 29Q: 3 clusters Score -1910660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1910663.875000 Penalty: 4819.202148
	Iteration 30Q: 3 clusters Score -1910664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1910671.250000 Penalty: 4819.202148
	Iteration 31Q: 3 clusters Score -1910671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1910676.625000 Penalty: 4819.202148
	Iteration 32Q: 3 clusters Score -1910677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1910677.125000 Penalty: 4819.202148
	Iteration 33Q: 3 clusters Score -1910677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1910677.500000 Penalty: 4819.202148
	Iteration 34Q: 3 clusters Score -1910678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1910680.875000 Penalty: 4819.202148
	Iteration 35Q: 3 clusters Score -1910681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1910686.000000 Penalty: 4819.202148
	Iteration 36Q: 3 clusters Score -1910686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1910689.875000 Penalty: 4819.202148
	Iteration 37Q: 3 clusters Score -1910690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1910698.500000 Penalty: 4819.202148
	Iteration 38Q: 3 clusters Score -1910698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1910700.500000 Penalty: 4819.202148
	Iteration 39Q: 3 clusters Score -1910700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1910706.625000 Penalty: 4819.202148
	Iteration 40F: 3 clusters Score -1910707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1910706.375000 Penalty: 4819.202148
	Iteration 41Q: 3 clusters Score -1910706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1910713.000000 Penalty: 4819.202148
	Iteration 42Q: 3 clusters Score -1910713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1910716.375000 Penalty: 4819.202148
	Iteration 43Q: 3 clusters Score -1910716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1910720.000000 Penalty: 4819.202148
	Iteration 44Q: 3 clusters Score -1910720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1910720.000000 Penalty: 4819.202148
	Iteration 45Q: 3 clusters Score -1910720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1910721.250000 Penalty: 4819.202148
	Iteration 46Q: 3 clusters Score -1910721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1910721.750000 Penalty: 4819.202148
	Iteration 47Q: 3 clusters Score -1910722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1910720.625000 Penalty: 4819.202148
	Iteration 48Q: 3 clusters Score -1910721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1910722.500000 Penalty: 4819.202148
	Iteration 49Q: 3 clusters Score -1910722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1910723.875000 Penalty: 4819.202148
	Iteration 50Q: 3 clusters Score -1910724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1910723.750000 Penalty: 4819.202148
	Iteration 51Q: 3 clusters Score -1910724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1910727.375000 Penalty: 4819.202148
	Iteration 52Q: 3 clusters Score -1910727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1910725.750000 Penalty: 4819.202148
	Iteration 53Q: 3 clusters Score -1910726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1910725.750000 Penalty: 4819.202148
	Iteration 54F: 3 clusters Score -1910726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -100438.289062 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -100438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98596.718750 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -98596.72 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -98885.468750 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -98885.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99018.031250 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -99018.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99074.679688 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -99074.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -99100.375000 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -99100.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99130.375000 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -99130.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -99151.445312 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -99151.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -99165.351562 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -99165.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -99175.640625 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -99175.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99180.781250 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -99180.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -99185.281250 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -99185.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -99188.890625 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -99188.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -99195.140625 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -99195.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -99198.476562 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -99198.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -99198.789062 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -99198.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -99198.789062 Penalty: 3377.283447
	Iteration 15F: 3 clusters Score -99198.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Entering Unmasked Estep 
Score: -450203.937500 Penalty: 2064.495605
	Iteration 0F: 2 clusters Score -450203.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -446274.312500 Penalty: 4128.991211
	Iteration 0F: 3 clusters Score -446274.3 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -447281.031250 Penalty: 4128.991211
	Iteration 1F: 3 clusters Score -447281 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -447553.000000 Penalty: 4128.991211
	Iteration 2F: 3 clusters Score -447553 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -447744.937500 Penalty: 4128.991211
	Iteration 3F: 3 clusters Score -447744.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -447872.281250 Penalty: 4128.991211
	Iteration 4Q: 3 clusters Score -447872.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -447997.343750 Penalty: 4128.991211
	Iteration 5Q: 3 clusters Score -447997.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -448109.781250 Penalty: 4128.991211
	Iteration 6Q: 3 clusters Score -448109.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -448221.625000 Penalty: 4128.991211
	Iteration 7Q: 3 clusters Score -448221.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -448326.937500 Penalty: 4128.991211
	Iteration 8Q: 3 clusters Score -448326.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -448411.937500 Penalty: 4128.991211
	Iteration 9Q: 3 clusters Score -448411.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -448475.968750 Penalty: 4128.991211
	Iteration 10Q: 3 clusters Score -448476 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -448530.593750 Penalty: 4128.991211
	Iteration 11Q: 3 clusters Score -448530.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -448571.750000 Penalty: 4128.991211
	Iteration 12Q: 3 clusters Score -448571.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -448623.468750 Penalty: 4128.991211
	Iteration 13Q: 3 clusters Score -448623.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -448663.468750 Penalty: 4128.991211
	Iteration 14Q: 3 clusters Score -448663.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -448694.437500 Penalty: 4128.991211
	Iteration 15Q: 3 clusters Score -448694.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -448717.812500 Penalty: 4128.991211
	Iteration 16Q: 3 clusters Score -448717.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -448731.875000 Penalty: 4128.991211
	Iteration 17Q: 3 clusters Score -448731.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -448743.312500 Penalty: 4128.991211
	Iteration 18Q: 3 clusters Score -448743.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -448757.406250 Penalty: 4128.991211
	Iteration 19Q: 3 clusters Score -448757.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -448779.875000 Penalty: 4128.991211
	Iteration 20F: 3 clusters Score -448779.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -448794.812500 Penalty: 4128.991211
	Iteration 21Q: 3 clusters Score -448794.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -448805.250000 Penalty: 4128.991211
	Iteration 22Q: 3 clusters Score -448805.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -448815.312500 Penalty: 4128.991211
	Iteration 23Q: 3 clusters Score -448815.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -448822.906250 Penalty: 4128.991211
	Iteration 24Q: 3 clusters Score -448822.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -448829.562500 Penalty: 4128.991211
	Iteration 25Q: 3 clusters Score -448829.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -448834.250000 Penalty: 4128.991211
	Iteration 26Q: 3 clusters Score -448834.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -448837.906250 Penalty: 4128.991211
	Iteration 27Q: 3 clusters Score -448837.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -448843.593750 Penalty: 4128.991211
	Iteration 28Q: 3 clusters Score -448843.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -448843.468750 Penalty: 4128.991211
	Iteration 29Q: 3 clusters Score -448843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -448845.187500 Penalty: 4128.991211
	Iteration 30Q: 3 clusters Score -448845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -448845.156250 Penalty: 4128.991211
	Iteration 31Q: 3 clusters Score -448845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -448847.656250 Penalty: 4128.991211
	Iteration 32Q: 3 clusters Score -448847.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -448850.062500 Penalty: 4128.991211
	Iteration 33Q: 3 clusters Score -448850.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -448851.968750 Penalty: 4128.991211
	Iteration 34Q: 3 clusters Score -448852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -448855.156250 Penalty: 4128.991211
	Iteration 35Q: 3 clusters Score -448855.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -448857.500000 Penalty: 4128.991211
	Iteration 36Q: 3 clusters Score -448857.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -448861.937500 Penalty: 4128.991211
	Iteration 37Q: 3 clusters Score -448861.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -448862.968750 Penalty: 4128.991211
	Iteration 38Q: 3 clusters Score -448863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -448864.625000 Penalty: 4128.991211
	Iteration 39Q: 3 clusters Score -448864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -448865.843750 Penalty: 4128.991211
	Iteration 40F: 3 clusters Score -448865.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -448866.718750 Penalty: 4128.991211
	Iteration 41Q: 3 clusters Score -448866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -448866.718750 Penalty: 4128.991211
	Iteration 42F: 3 clusters Score -448866.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -91927.914062 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -91927.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90131.226562 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -90131.23 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90382.500000 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -90382.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -90478.468750 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -90478.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -90528.851562 Penalty: 3324.172363
	Iteration 3Q: 3 clusters Score -90528.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90561.804688 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -90561.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90576.429688 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -90576.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90582.117188 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -90582.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -90588.679688 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -90588.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -90592.562500 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -90592.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -90595.937500 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -90595.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -90598.054688 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -90598.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -90599.054688 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -90599.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -90599.054688 Penalty: 3324.172363
	Iteration 12F: 3 clusters Score -90599.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -37123.312500 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -37123.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35785.140625 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -35785.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36029.351562 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -36029.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36141.824219 Penalty: 2929.059326
	Iteration 2F: 3 clusters Score -36141.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36191.773438 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -36191.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36287.183594 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -36287.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36317.632812 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -36317.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36331.031250 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -36331.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36333.144531 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -36333.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36339.394531 Penalty: 2929.059326
	Iteration 8Q: 3 clusters Score -36339.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36345.777344 Penalty: 2929.059326
	Iteration 9Q: 3 clusters Score -36345.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36345.777344 Penalty: 2929.059326
	Iteration 10F: 3 clusters Score -36345.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Entering Unmasked Estep 
Score: -2001822.875000 Penalty: 2419.639160
	Iteration 0F: 2 clusters Score -2001823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1989603.875000 Penalty: 4839.278320
	Iteration 0F: 3 clusters Score -1989604 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1993403.125000 Penalty: 4839.278320
	Iteration 1F: 3 clusters Score -1993403 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1993750.625000 Penalty: 4839.278320
	Iteration 2F: 3 clusters Score -1993751 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1994046.625000 Penalty: 4839.278320
	Iteration 3Q: 3 clusters Score -1994047 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1994397.000000 Penalty: 4839.278320
	Iteration 4Q: 3 clusters Score -1994397 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1994750.875000 Penalty: 4839.278320
	Iteration 5Q: 3 clusters Score -1994751 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1995114.375000 Penalty: 4839.278320
	Iteration 6Q: 3 clusters Score -1995114 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1995495.625000 Penalty: 4839.278320
	Iteration 7Q: 3 clusters Score -1995496 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1995893.000000 Penalty: 4839.278320
	Iteration 8Q: 3 clusters Score -1995893 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1996320.500000 Penalty: 4839.278320
	Iteration 9Q: 3 clusters Score -1996320 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1996773.125000 Penalty: 4839.278320
	Iteration 10Q: 3 clusters Score -1996773 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1997213.125000 Penalty: 4839.278320
	Iteration 11Q: 3 clusters Score -1997213 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1997645.500000 Penalty: 4839.278320
	Iteration 12Q: 3 clusters Score -1997646 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1998008.500000 Penalty: 4839.278320
	Iteration 13Q: 3 clusters Score -1998008 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1998263.125000 Penalty: 4839.278320
	Iteration 14Q: 3 clusters Score -1998263 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1998432.875000 Penalty: 4839.278320
	Iteration 15Q: 3 clusters Score -1998433 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1998544.000000 Penalty: 4839.278320
	Iteration 16Q: 3 clusters Score -1998544 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1998628.000000 Penalty: 4839.278320
	Iteration 17Q: 3 clusters Score -1998628 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1998681.250000 Penalty: 4839.278320
	Iteration 18Q: 3 clusters Score -1998681 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1998712.750000 Penalty: 4839.278320
	Iteration 19Q: 3 clusters Score -1998713 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1998750.875000 Penalty: 4839.278320
	Iteration 20F: 3 clusters Score -1998751 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1998784.750000 Penalty: 4839.278320
	Iteration 21Q: 3 clusters Score -1998785 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1998821.750000 Penalty: 4839.278320
	Iteration 22Q: 3 clusters Score -1998822 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1998847.375000 Penalty: 4839.278320
	Iteration 23Q: 3 clusters Score -1998847 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1998873.875000 Penalty: 4839.278320
	Iteration 24Q: 3 clusters Score -1998874 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1998907.125000 Penalty: 4839.278320
	Iteration 25Q: 3 clusters Score -1998907 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1998930.375000 Penalty: 4839.278320
	Iteration 26Q: 3 clusters Score -1998930 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1998957.500000 Penalty: 4839.278320
	Iteration 27Q: 3 clusters Score -1998958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1998984.625000 Penalty: 4839.278320
	Iteration 28Q: 3 clusters Score -1998985 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1999014.875000 Penalty: 4839.278320
	Iteration 29Q: 3 clusters Score -1999015 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1999039.125000 Penalty: 4839.278320
	Iteration 30Q: 3 clusters Score -1999039 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1999061.125000 Penalty: 4839.278320
	Iteration 31Q: 3 clusters Score -1999061 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1999084.500000 Penalty: 4839.278320
	Iteration 32Q: 3 clusters Score -1999084 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1999119.125000 Penalty: 4839.278320
	Iteration 33Q: 3 clusters Score -1999119 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1999152.750000 Penalty: 4839.278320
	Iteration 34Q: 3 clusters Score -1999153 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1999186.750000 Penalty: 4839.278320
	Iteration 35Q: 3 clusters Score -1999187 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1999229.625000 Penalty: 4839.278320
	Iteration 36Q: 3 clusters Score -1999230 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1999272.000000 Penalty: 4839.278320
	Iteration 37Q: 3 clusters Score -1999272 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1999313.375000 Penalty: 4839.278320
	Iteration 38Q: 3 clusters Score -1999313 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1999370.375000 Penalty: 4839.278320
	Iteration 39Q: 3 clusters Score -1999370 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1999420.125000 Penalty: 4839.278320
	Iteration 40F: 3 clusters Score -1999420 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1999458.875000 Penalty: 4839.278320
	Iteration 41Q: 3 clusters Score -1999459 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1999510.125000 Penalty: 4839.278320
	Iteration 42Q: 3 clusters Score -1999510 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1999547.500000 Penalty: 4839.278320
	Iteration 43Q: 3 clusters Score -1999548 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1999586.375000 Penalty: 4839.278320
	Iteration 44Q: 3 clusters Score -1999586 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1999625.500000 Penalty: 4839.278320
	Iteration 45Q: 3 clusters Score -1999626 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1999659.375000 Penalty: 4839.278320
	Iteration 46Q: 3 clusters Score -1999659 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1999689.625000 Penalty: 4839.278320
	Iteration 47Q: 3 clusters Score -1999690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1999718.250000 Penalty: 4839.278320
	Iteration 48Q: 3 clusters Score -1999718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1999736.750000 Penalty: 4839.278320
	Iteration 49Q: 3 clusters Score -1999737 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1999753.750000 Penalty: 4839.278320
	Iteration 50Q: 3 clusters Score -1999754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1999771.000000 Penalty: 4839.278320
	Iteration 51Q: 3 clusters Score -1999771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1999780.625000 Penalty: 4839.278320
	Iteration 52Q: 3 clusters Score -1999781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1999796.125000 Penalty: 4839.278320
	Iteration 53Q: 3 clusters Score -1999796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1999810.000000 Penalty: 4839.278320
	Iteration 54Q: 3 clusters Score -1999810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1999812.375000 Penalty: 4839.278320
	Iteration 55Q: 3 clusters Score -1999812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1999828.750000 Penalty: 4839.278320
	Iteration 56Q: 3 clusters Score -1999829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1999842.625000 Penalty: 4839.278320
	Iteration 57Q: 3 clusters Score -1999843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1999849.375000 Penalty: 4839.278320
	Iteration 58Q: 3 clusters Score -1999849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1999855.250000 Penalty: 4839.278320
	Iteration 59Q: 3 clusters Score -1999855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1999862.000000 Penalty: 4839.278320
	Iteration 60F: 3 clusters Score -1999862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1999870.625000 Penalty: 4839.278320
	Iteration 61Q: 3 clusters Score -1999871 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1999888.875000 Penalty: 4839.278320
	Iteration 62Q: 3 clusters Score -1999889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1999902.375000 Penalty: 4839.278320
	Iteration 63Q: 3 clusters Score -1999902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1999907.000000 Penalty: 4839.278320
	Iteration 64Q: 3 clusters Score -1999907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1999916.500000 Penalty: 4839.278320
	Iteration 65Q: 3 clusters Score -1999916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1999923.750000 Penalty: 4839.278320
	Iteration 66Q: 3 clusters Score -1999924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1999929.625000 Penalty: 4839.278320
	Iteration 67Q: 3 clusters Score -1999930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1999941.750000 Penalty: 4839.278320
	Iteration 68Q: 3 clusters Score -1999942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1999955.625000 Penalty: 4839.278320
	Iteration 69Q: 3 clusters Score -1999956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1999966.000000 Penalty: 4839.278320
	Iteration 70Q: 3 clusters Score -1999966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1999973.375000 Penalty: 4839.278320
	Iteration 71Q: 3 clusters Score -1999973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1999981.875000 Penalty: 4839.278320
	Iteration 72Q: 3 clusters Score -1999982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1999993.875000 Penalty: 4839.278320
	Iteration 73Q: 3 clusters Score -1999994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2000003.000000 Penalty: 4839.278320
	Iteration 74Q: 3 clusters Score -2000003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2000003.000000 Penalty: 4839.278320
	Iteration 75Q: 3 clusters Score -2000003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2000008.500000 Penalty: 4839.278320
	Iteration 76Q: 3 clusters Score -2000008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2000009.625000 Penalty: 4839.278320
	Iteration 77Q: 3 clusters Score -2000010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2000006.500000 Penalty: 4839.278320
	Iteration 78Q: 3 clusters Score -2000006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2000013.125000 Penalty: 4839.278320
	Iteration 79Q: 3 clusters Score -2000013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2000014.625000 Penalty: 4839.278320
	Iteration 80F: 3 clusters Score -2000015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2000018.125000 Penalty: 4839.278320
	Iteration 81Q: 3 clusters Score -2000018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2000019.750000 Penalty: 4839.278320
	Iteration 82Q: 3 clusters Score -2000020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2000025.125000 Penalty: 4839.278320
	Iteration 83Q: 3 clusters Score -2000025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2000029.250000 Penalty: 4839.278320
	Iteration 84Q: 3 clusters Score -2000029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2000029.250000 Penalty: 4839.278320
	Iteration 85Q: 3 clusters Score -2000029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2000036.125000 Penalty: 4839.278320
	Iteration 86Q: 3 clusters Score -2000036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2000036.625000 Penalty: 4839.278320
	Iteration 87Q: 3 clusters Score -2000037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2000037.375000 Penalty: 4839.278320
	Iteration 88Q: 3 clusters Score -2000037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2000038.375000 Penalty: 4839.278320
	Iteration 89Q: 3 clusters Score -2000038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2000040.375000 Penalty: 4839.278320
	Iteration 90Q: 3 clusters Score -2000040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2000043.125000 Penalty: 4839.278320
	Iteration 91Q: 3 clusters Score -2000043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2000043.375000 Penalty: 4839.278320
	Iteration 92Q: 3 clusters Score -2000043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2000042.500000 Penalty: 4839.278320
	Iteration 93Q: 3 clusters Score -2000042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2000042.750000 Penalty: 4839.278320
	Iteration 94Q: 3 clusters Score -2000043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2000044.875000 Penalty: 4839.278320
	Iteration 95Q: 3 clusters Score -2000045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2000044.125000 Penalty: 4839.278320
	Iteration 96Q: 3 clusters Score -2000044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2000045.125000 Penalty: 4839.278320
	Iteration 97Q: 3 clusters Score -2000045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2000045.625000 Penalty: 4839.278320
	Iteration 98Q: 3 clusters Score -2000046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2000044.500000 Penalty: 4839.278320
	Iteration 99Q: 3 clusters Score -2000044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2000045.250000 Penalty: 4839.278320
	Iteration 100F: 3 clusters Score -2000045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (245535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245535 members 
Entering Unmasked Estep 
Score: -27958548.000000 Penalty: 3077.976318
	Iteration 0F: 2 clusters Score -2.795855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122816 members 
Mstep: Class 2 contains 122719 members 
Entering Unmasked Estep 
Score: -27800376.000000 Penalty: 6155.952637
	Iteration 0F: 3 clusters Score -2.780038e+07 nChanged 118834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122416 members 
Mstep: Class 2 contains 123119 members 
Entering Unmasked Estep 
Score: -27870680.000000 Penalty: 6155.952637
	Iteration 1F: 3 clusters Score -2.787068e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121638 members 
Mstep: Class 2 contains 123897 members 
Entering Unmasked Estep 
Score: -27872098.000000 Penalty: 6155.952637
	Iteration 2Q: 3 clusters Score -2.78721e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120417 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -27873850.000000 Penalty: 6155.952637
	Iteration 3Q: 3 clusters Score -2.787385e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118528 members 
Mstep: Class 2 contains 127007 members 
Entering Unmasked Estep 
Score: -27876820.000000 Penalty: 6155.952637
	Iteration 4Q: 3 clusters Score -2.787682e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115677 members 
Mstep: Class 2 contains 129858 members 
Entering Unmasked Estep 
Score: -27880808.000000 Penalty: 6155.952637
	Iteration 5Q: 3 clusters Score -2.788081e+07 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111727 members 
Mstep: Class 2 contains 133808 members 
Entering Unmasked Estep 
Score: -27887058.000000 Penalty: 6155.952637
	Iteration 6Q: 3 clusters Score -2.788706e+07 nChanged 14549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106518 members 
Mstep: Class 2 contains 139017 members 
Entering Unmasked Estep 
Score: -27896664.000000 Penalty: 6155.952637
	Iteration 7F: 3 clusters Score -2.789666e+07 nChanged 16574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100564 members 
Mstep: Class 2 contains 144971 members 
Entering Unmasked Estep 
Score: -27909718.000000 Penalty: 6155.952637
	Iteration 8F: 3 clusters Score -2.790972e+07 nChanged 16586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95116 members 
Mstep: Class 2 contains 150419 members 
Entering Unmasked Estep 
Score: -27922910.000000 Penalty: 6155.952637
	Iteration 9F: 3 clusters Score -2.792291e+07 nChanged 13429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90925 members 
Mstep: Class 2 contains 154610 members 
Entering Unmasked Estep 
Score: -27930352.000000 Penalty: 6155.952637
	Iteration 10F: 3 clusters Score -2.793035e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87444 members 
Mstep: Class 2 contains 158091 members 
Entering Unmasked Estep 
Score: -27933808.000000 Penalty: 6155.952637
	Iteration 11Q: 3 clusters Score -2.793381e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 161516 members 
Entering Unmasked Estep 
Score: -27935798.000000 Penalty: 6155.952637
	Iteration 12Q: 3 clusters Score -2.79358e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80505 members 
Mstep: Class 2 contains 165030 members 
Entering Unmasked Estep 
Score: -27937828.000000 Penalty: 6155.952637
	Iteration 13Q: 3 clusters Score -2.793783e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76875 members 
Mstep: Class 2 contains 168660 members 
Entering Unmasked Estep 
Score: -27939586.000000 Penalty: 6155.952637
	Iteration 14Q: 3 clusters Score -2.793959e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 172317 members 
Entering Unmasked Estep 
Score: -27941310.000000 Penalty: 6155.952637
	Iteration 15Q: 3 clusters Score -2.794131e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69734 members 
Mstep: Class 2 contains 175801 members 
Entering Unmasked Estep 
Score: -27943036.000000 Penalty: 6155.952637
	Iteration 16Q: 3 clusters Score -2.794304e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 179207 members 
Entering Unmasked Estep 
Score: -27944616.000000 Penalty: 6155.952637
	Iteration 17Q: 3 clusters Score -2.794462e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 182404 members 
Entering Unmasked Estep 
Score: -27945908.000000 Penalty: 6155.952637
	Iteration 18Q: 3 clusters Score -2.794591e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 185388 members 
Entering Unmasked Estep 
Score: -27946892.000000 Penalty: 6155.952637
	Iteration 19Q: 3 clusters Score -2.794689e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 188293 members 
Entering Unmasked Estep 
Score: -27947872.000000 Penalty: 6155.952637
	Iteration 20F: 3 clusters Score -2.794787e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 191076 members 
Entering Unmasked Estep 
Score: -27948644.000000 Penalty: 6155.952637
	Iteration 21Q: 3 clusters Score -2.794864e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 193759 members 
Entering Unmasked Estep 
Score: -27949292.000000 Penalty: 6155.952637
	Iteration 22Q: 3 clusters Score -2.794929e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 196343 members 
Entering Unmasked Estep 
Score: -27950218.000000 Penalty: 6155.952637
	Iteration 23Q: 3 clusters Score -2.795022e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 198857 members 
Entering Unmasked Estep 
Score: -27950814.000000 Penalty: 6155.952637
	Iteration 24Q: 3 clusters Score -2.795081e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 201319 members 
Entering Unmasked Estep 
Score: -27951174.000000 Penalty: 6155.952637
	Iteration 25Q: 3 clusters Score -2.795117e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 203581 members 
Entering Unmasked Estep 
Score: -27951632.000000 Penalty: 6155.952637
	Iteration 26Q: 3 clusters Score -2.795163e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 205737 members 
Entering Unmasked Estep 
Score: -27952114.000000 Penalty: 6155.952637
	Iteration 27Q: 3 clusters Score -2.795211e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 207837 members 
Entering Unmasked Estep 
Score: -27952526.000000 Penalty: 6155.952637
	Iteration 28Q: 3 clusters Score -2.795253e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 209888 members 
Entering Unmasked Estep 
Score: -27953072.000000 Penalty: 6155.952637
	Iteration 29Q: 3 clusters Score -2.795307e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 211908 members 
Entering Unmasked Estep 
Score: -27953646.000000 Penalty: 6155.952637
	Iteration 30Q: 3 clusters Score -2.795365e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 213823 members 
Entering Unmasked Estep 
Score: -27954076.000000 Penalty: 6155.952637
	Iteration 31Q: 3 clusters Score -2.795408e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 215655 members 
Entering Unmasked Estep 
Score: -27954496.000000 Penalty: 6155.952637
	Iteration 32Q: 3 clusters Score -2.79545e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 217382 members 
Entering Unmasked Estep 
Score: -27954718.000000 Penalty: 6155.952637
	Iteration 33Q: 3 clusters Score -2.795472e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 219019 members 
Entering Unmasked Estep 
Score: -27954938.000000 Penalty: 6155.952637
	Iteration 34Q: 3 clusters Score -2.795494e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 220529 members 
Entering Unmasked Estep 
Score: -27955202.000000 Penalty: 6155.952637
	Iteration 35Q: 3 clusters Score -2.79552e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 221850 members 
Entering Unmasked Estep 
Score: -27955394.000000 Penalty: 6155.952637
	Iteration 36Q: 3 clusters Score -2.795539e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 223158 members 
Entering Unmasked Estep 
Score: -27955492.000000 Penalty: 6155.952637
	Iteration 37Q: 3 clusters Score -2.795549e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 224388 members 
Entering Unmasked Estep 
Score: -27955618.000000 Penalty: 6155.952637
	Iteration 38Q: 3 clusters Score -2.795562e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 225500 members 
Entering Unmasked Estep 
Score: -27955788.000000 Penalty: 6155.952637
	Iteration 39Q: 3 clusters Score -2.795579e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 226508 members 
Entering Unmasked Estep 
Score: -27955910.000000 Penalty: 6155.952637
	Iteration 40F: 3 clusters Score -2.795591e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 227456 members 
Entering Unmasked Estep 
Score: -27956050.000000 Penalty: 6155.952637
	Iteration 41Q: 3 clusters Score -2.795605e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 228400 members 
Entering Unmasked Estep 
Score: -27956200.000000 Penalty: 6155.952637
	Iteration 42Q: 3 clusters Score -2.79562e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 229271 members 
Entering Unmasked Estep 
Score: -27956350.000000 Penalty: 6155.952637
	Iteration 43Q: 3 clusters Score -2.795635e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 230002 members 
Entering Unmasked Estep 
Score: -27956444.000000 Penalty: 6155.952637
	Iteration 44Q: 3 clusters Score -2.795644e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 230723 members 
Entering Unmasked Estep 
Score: -27956510.000000 Penalty: 6155.952637
	Iteration 45Q: 3 clusters Score -2.795651e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 231391 members 
Entering Unmasked Estep 
Score: -27956522.000000 Penalty: 6155.952637
	Iteration 46Q: 3 clusters Score -2.795652e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 232024 members 
Entering Unmasked Estep 
Score: -27956608.000000 Penalty: 6155.952637
	Iteration 47Q: 3 clusters Score -2.795661e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 232637 members 
Entering Unmasked Estep 
Score: -27956560.000000 Penalty: 6155.952637
	Iteration 48Q: 3 clusters Score -2.795656e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 233202 members 
Entering Unmasked Estep 
Score: -27956668.000000 Penalty: 6155.952637
	Iteration 49Q: 3 clusters Score -2.795667e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 233727 members 
Entering Unmasked Estep 
Score: -27956634.000000 Penalty: 6155.952637
	Iteration 50Q: 3 clusters Score -2.795663e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 234239 members 
Entering Unmasked Estep 
Score: -27956724.000000 Penalty: 6155.952637
	Iteration 51Q: 3 clusters Score -2.795672e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 234706 members 
Entering Unmasked Estep 
Score: -27956748.000000 Penalty: 6155.952637
	Iteration 52Q: 3 clusters Score -2.795675e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 235137 members 
Entering Unmasked Estep 
Score: -27956736.000000 Penalty: 6155.952637
	Iteration 53Q: 3 clusters Score -2.795674e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 235515 members 
Entering Unmasked Estep 
Score: -27956696.000000 Penalty: 6155.952637
	Iteration 54Q: 3 clusters Score -2.79567e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 235885 members 
Entering Unmasked Estep 
Score: -27956780.000000 Penalty: 6155.952637
	Iteration 55Q: 3 clusters Score -2.795678e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 236235 members 
Entering Unmasked Estep 
Score: -27956684.000000 Penalty: 6155.952637
	Iteration 56Q: 3 clusters Score -2.795668e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 236540 members 
Entering Unmasked Estep 
Score: -27956708.000000 Penalty: 6155.952637
	Iteration 57Q: 3 clusters Score -2.795671e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 236847 members 
Entering Unmasked Estep 
Score: -27956784.000000 Penalty: 6155.952637
	Iteration 58Q: 3 clusters Score -2.795678e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 237133 members 
Entering Unmasked Estep 
Score: -27956742.000000 Penalty: 6155.952637
	Iteration 59Q: 3 clusters Score -2.795674e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 237433 members 
Entering Unmasked Estep 
Score: -27956768.000000 Penalty: 6155.952637
	Iteration 60F: 3 clusters Score -2.795677e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 237734 members 
Entering Unmasked Estep 
Score: -27956744.000000 Penalty: 6155.952637
	Iteration 61Q: 3 clusters Score -2.795674e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 238020 members 
Entering Unmasked Estep 
Score: -27956708.000000 Penalty: 6155.952637
	Iteration 62Q: 3 clusters Score -2.795671e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 238283 members 
Entering Unmasked Estep 
Score: -27956740.000000 Penalty: 6155.952637
	Iteration 63Q: 3 clusters Score -2.795674e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 238540 members 
Entering Unmasked Estep 
Score: -27956676.000000 Penalty: 6155.952637
	Iteration 64Q: 3 clusters Score -2.795668e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 238770 members 
Entering Unmasked Estep 
Score: -27956734.000000 Penalty: 6155.952637
	Iteration 65Q: 3 clusters Score -2.795673e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 238985 members 
Entering Unmasked Estep 
Score: -27956672.000000 Penalty: 6155.952637
	Iteration 66Q: 3 clusters Score -2.795667e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 239194 members 
Entering Unmasked Estep 
Score: -27956660.000000 Penalty: 6155.952637
	Iteration 67Q: 3 clusters Score -2.795666e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 239400 members 
Entering Unmasked Estep 
Score: -27956630.000000 Penalty: 6155.952637
	Iteration 68Q: 3 clusters Score -2.795663e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 239610 members 
Entering Unmasked Estep 
Score: -27956654.000000 Penalty: 6155.952637
	Iteration 69Q: 3 clusters Score -2.795665e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 239828 members 
Entering Unmasked Estep 
Score: -27956626.000000 Penalty: 6155.952637
	Iteration 70Q: 3 clusters Score -2.795663e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 240034 members 
Entering Unmasked Estep 
Score: -27956628.000000 Penalty: 6155.952637
	Iteration 71Q: 3 clusters Score -2.795663e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 240243 members 
Entering Unmasked Estep 
Score: -27956682.000000 Penalty: 6155.952637
	Iteration 72Q: 3 clusters Score -2.795668e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 240422 members 
Entering Unmasked Estep 
Score: -27956636.000000 Penalty: 6155.952637
	Iteration 73Q: 3 clusters Score -2.795664e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 240586 members 
Entering Unmasked Estep 
Score: -27956612.000000 Penalty: 6155.952637
	Iteration 74Q: 3 clusters Score -2.795661e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 240743 members 
Entering Unmasked Estep 
Score: -27956574.000000 Penalty: 6155.952637
	Iteration 75Q: 3 clusters Score -2.795657e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 240896 members 
Entering Unmasked Estep 
Score: -27956608.000000 Penalty: 6155.952637
	Iteration 76Q: 3 clusters Score -2.795661e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 241017 members 
Entering Unmasked Estep 
Score: -27956552.000000 Penalty: 6155.952637
	Iteration 77Q: 3 clusters Score -2.795655e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 241129 members 
Entering Unmasked Estep 
Score: -27956548.000000 Penalty: 6155.952637
	Iteration 78Q: 3 clusters Score -2.795655e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 241234 members 
Entering Unmasked Estep 
Score: -27956552.000000 Penalty: 6155.952637
	Iteration 79Q: 3 clusters Score -2.795655e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 241331 members 
Entering Unmasked Estep 
Score: -27956604.000000 Penalty: 6155.952637
	Iteration 80F: 3 clusters Score -2.79566e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 241431 members 
Entering Unmasked Estep 
Score: -27956574.000000 Penalty: 6155.952637
	Iteration 81Q: 3 clusters Score -2.795657e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 241523 members 
Entering Unmasked Estep 
Score: -27956596.000000 Penalty: 6155.952637
	Iteration 82Q: 3 clusters Score -2.79566e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 241606 members 
Entering Unmasked Estep 
Score: -27956596.000000 Penalty: 6155.952637
	Iteration 83Q: 3 clusters Score -2.79566e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 241675 members 
Entering Unmasked Estep 
Score: -27956554.000000 Penalty: 6155.952637
	Iteration 84Q: 3 clusters Score -2.795655e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 241753 members 
Entering Unmasked Estep 
Score: -27956580.000000 Penalty: 6155.952637
	Iteration 85Q: 3 clusters Score -2.795658e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 241829 members 
Entering Unmasked Estep 
Score: -27956598.000000 Penalty: 6155.952637
	Iteration 86Q: 3 clusters Score -2.79566e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 241900 members 
Entering Unmasked Estep 
Score: -27956604.000000 Penalty: 6155.952637
	Iteration 87Q: 3 clusters Score -2.79566e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 241970 members 
Entering Unmasked Estep 
Score: -27956580.000000 Penalty: 6155.952637
	Iteration 88Q: 3 clusters Score -2.795658e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 242034 members 
Entering Unmasked Estep 
Score: -27956584.000000 Penalty: 6155.952637
	Iteration 89Q: 3 clusters Score -2.795658e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 242095 members 
Entering Unmasked Estep 
Score: -27956578.000000 Penalty: 6155.952637
	Iteration 90Q: 3 clusters Score -2.795658e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 242154 members 
Entering Unmasked Estep 
Score: -27956562.000000 Penalty: 6155.952637
	Iteration 91Q: 3 clusters Score -2.795656e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 242211 members 
Entering Unmasked Estep 
Score: -27956530.000000 Penalty: 6155.952637
	Iteration 92Q: 3 clusters Score -2.795653e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 242273 members 
Entering Unmasked Estep 
Score: -27956528.000000 Penalty: 6155.952637
	Iteration 93Q: 3 clusters Score -2.795653e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 242335 members 
Entering Unmasked Estep 
Score: -27956490.000000 Penalty: 6155.952637
	Iteration 94Q: 3 clusters Score -2.795649e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 242389 members 
Entering Unmasked Estep 
Score: -27956482.000000 Penalty: 6155.952637
	Iteration 95Q: 3 clusters Score -2.795648e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 242446 members 
Entering Unmasked Estep 
Score: -27956474.000000 Penalty: 6155.952637
	Iteration 96Q: 3 clusters Score -2.795647e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 242480 members 
Entering Unmasked Estep 
Score: -27956452.000000 Penalty: 6155.952637
	Iteration 97Q: 3 clusters Score -2.795645e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 242518 members 
Entering Unmasked Estep 
Score: -27956454.000000 Penalty: 6155.952637
	Iteration 98Q: 3 clusters Score -2.795645e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 242556 members 
Entering Unmasked Estep 
Score: -27956462.000000 Penalty: 6155.952637
	Iteration 99Q: 3 clusters Score -2.795646e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 242589 members 
Entering Unmasked Estep 
Score: -27956430.000000 Penalty: 6155.952637
	Iteration 100F: 3 clusters Score -2.795643e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 242620 members 
Entering Unmasked Estep 
Score: -27956428.000000 Penalty: 6155.952637
	Iteration 101Q: 3 clusters Score -2.795643e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 242649 members 
Entering Unmasked Estep 
Score: -27956420.000000 Penalty: 6155.952637
	Iteration 102Q: 3 clusters Score -2.795642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 242670 members 
Entering Unmasked Estep 
Score: -27956428.000000 Penalty: 6155.952637
	Iteration 103Q: 3 clusters Score -2.795643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 242691 members 
Entering Unmasked Estep 
Score: -27956408.000000 Penalty: 6155.952637
	Iteration 104Q: 3 clusters Score -2.795641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 242707 members 
Entering Unmasked Estep 
Score: -27956426.000000 Penalty: 6155.952637
	Iteration 105Q: 3 clusters Score -2.795643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 242723 members 
Entering Unmasked Estep 
Score: -27956404.000000 Penalty: 6155.952637
	Iteration 106Q: 3 clusters Score -2.79564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 242742 members 
Entering Unmasked Estep 
Score: -27956402.000000 Penalty: 6155.952637
	Iteration 107Q: 3 clusters Score -2.79564e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 242757 members 
Entering Unmasked Estep 
Score: -27956412.000000 Penalty: 6155.952637
	Iteration 108Q: 3 clusters Score -2.795641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 242771 members 
Entering Unmasked Estep 
Score: -27956428.000000 Penalty: 6155.952637
	Iteration 109Q: 3 clusters Score -2.795643e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 242795 members 
Entering Unmasked Estep 
Score: -27956430.000000 Penalty: 6155.952637
	Iteration 110Q: 3 clusters Score -2.795643e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 242815 members 
Entering Unmasked Estep 
Score: -27956392.000000 Penalty: 6155.952637
	Iteration 111Q: 3 clusters Score -2.795639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 242831 members 
Entering Unmasked Estep 
Score: -27956372.000000 Penalty: 6155.952637
	Iteration 112Q: 3 clusters Score -2.795637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 242846 members 
Entering Unmasked Estep 
Score: -27956378.000000 Penalty: 6155.952637
	Iteration 113Q: 3 clusters Score -2.795638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 242866 members 
Entering Unmasked Estep 
Score: -27956408.000000 Penalty: 6155.952637
	Iteration 114Q: 3 clusters Score -2.795641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 242889 members 
Entering Unmasked Estep 
Score: -27956414.000000 Penalty: 6155.952637
	Iteration 115Q: 3 clusters Score -2.795641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 242903 members 
Entering Unmasked Estep 
Score: -27956412.000000 Penalty: 6155.952637
	Iteration 116Q: 3 clusters Score -2.795641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 242919 members 
Entering Unmasked Estep 
Score: -27956410.000000 Penalty: 6155.952637
	Iteration 117Q: 3 clusters Score -2.795641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 242930 members 
Entering Unmasked Estep 
Score: -27956430.000000 Penalty: 6155.952637
	Iteration 118Q: 3 clusters Score -2.795643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 242949 members 
Entering Unmasked Estep 
Score: -27956428.000000 Penalty: 6155.952637
	Iteration 119Q: 3 clusters Score -2.795643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 242960 members 
Entering Unmasked Estep 
Score: -27956422.000000 Penalty: 6155.952637
	Iteration 120F: 3 clusters Score -2.795642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 242974 members 
Entering Unmasked Estep 
Score: -27956420.000000 Penalty: 6155.952637
	Iteration 121Q: 3 clusters Score -2.795642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 242987 members 
Entering Unmasked Estep 
Score: -27956386.000000 Penalty: 6155.952637
	Iteration 122Q: 3 clusters Score -2.795639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 243000 members 
Entering Unmasked Estep 
Score: -27956380.000000 Penalty: 6155.952637
	Iteration 123Q: 3 clusters Score -2.795638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 243018 members 
Entering Unmasked Estep 
Score: -27956398.000000 Penalty: 6155.952637
	Iteration 124Q: 3 clusters Score -2.79564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 243039 members 
Entering Unmasked Estep 
Score: -27956388.000000 Penalty: 6155.952637
	Iteration 125Q: 3 clusters Score -2.795639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 243056 members 
Entering Unmasked Estep 
Score: -27956378.000000 Penalty: 6155.952637
	Iteration 126Q: 3 clusters Score -2.795638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 243073 members 
Entering Unmasked Estep 
Score: -27956362.000000 Penalty: 6155.952637
	Iteration 127Q: 3 clusters Score -2.795636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 243087 members 
Entering Unmasked Estep 
Score: -27956376.000000 Penalty: 6155.952637
	Iteration 128Q: 3 clusters Score -2.795638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 243101 members 
Entering Unmasked Estep 
Score: -27956362.000000 Penalty: 6155.952637
	Iteration 129Q: 3 clusters Score -2.795636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 243113 members 
Entering Unmasked Estep 
Score: -27956332.000000 Penalty: 6155.952637
	Iteration 130Q: 3 clusters Score -2.795633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 243124 members 
Entering Unmasked Estep 
Score: -27956338.000000 Penalty: 6155.952637
	Iteration 131Q: 3 clusters Score -2.795634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 243132 members 
Entering Unmasked Estep 
Score: -27956332.000000 Penalty: 6155.952637
	Iteration 132Q: 3 clusters Score -2.795633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 243140 members 
Entering Unmasked Estep 
Score: -27956316.000000 Penalty: 6155.952637
	Iteration 133Q: 3 clusters Score -2.795632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 243145 members 
Entering Unmasked Estep 
Score: -27956350.000000 Penalty: 6155.952637
	Iteration 134Q: 3 clusters Score -2.795635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 243149 members 
Entering Unmasked Estep 
Score: -27956330.000000 Penalty: 6155.952637
	Iteration 135Q: 3 clusters Score -2.795633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 243153 members 
Entering Unmasked Estep 
Score: -27956346.000000 Penalty: 6155.952637
	Iteration 136Q: 3 clusters Score -2.795635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 243155 members 
Entering Unmasked Estep 
Score: -27956334.000000 Penalty: 6155.952637
	Iteration 137Q: 3 clusters Score -2.795633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 243158 members 
Entering Unmasked Estep 
Score: -27956336.000000 Penalty: 6155.952637
	Iteration 138Q: 3 clusters Score -2.795634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 243165 members 
Entering Unmasked Estep 
Score: -27956320.000000 Penalty: 6155.952637
	Iteration 139Q: 3 clusters Score -2.795632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 243173 members 
Entering Unmasked Estep 
Score: -27956340.000000 Penalty: 6155.952637
	Iteration 140F: 3 clusters Score -2.795634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 243187 members 
Entering Unmasked Estep 
Score: -27956340.000000 Penalty: 6155.952637
	Iteration 141Q: 3 clusters Score -2.795634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 243195 members 
Entering Unmasked Estep 
Score: -27956326.000000 Penalty: 6155.952637
	Iteration 142Q: 3 clusters Score -2.795633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 243204 members 
Entering Unmasked Estep 
Score: -27956338.000000 Penalty: 6155.952637
	Iteration 143Q: 3 clusters Score -2.795634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 243214 members 
Entering Unmasked Estep 
Score: -27956338.000000 Penalty: 6155.952637
	Iteration 144Q: 3 clusters Score -2.795634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 243224 members 
Entering Unmasked Estep 
Score: -27956318.000000 Penalty: 6155.952637
	Iteration 145Q: 3 clusters Score -2.795632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 243233 members 
Entering Unmasked Estep 
Score: -27956316.000000 Penalty: 6155.952637
	Iteration 146Q: 3 clusters Score -2.795632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 243245 members 
Entering Unmasked Estep 
Score: -27956324.000000 Penalty: 6155.952637
	Iteration 147Q: 3 clusters Score -2.795632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 243257 members 
Entering Unmasked Estep 
Score: -27956316.000000 Penalty: 6155.952637
	Iteration 148Q: 3 clusters Score -2.795632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 243277 members 
Entering Unmasked Estep 
Score: -27956330.000000 Penalty: 6155.952637
	Iteration 149Q: 3 clusters Score -2.795633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 243304 members 
Entering Unmasked Estep 
Score: -27956322.000000 Penalty: 6155.952637
	Iteration 150Q: 3 clusters Score -2.795632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 243319 members 
Entering Unmasked Estep 
Score: -27956340.000000 Penalty: 6155.952637
	Iteration 151Q: 3 clusters Score -2.795634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 243328 members 
Entering Unmasked Estep 
Score: -27956350.000000 Penalty: 6155.952637
	Iteration 152Q: 3 clusters Score -2.795635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 243339 members 
Entering Unmasked Estep 
Score: -27956354.000000 Penalty: 6155.952637
	Iteration 153Q: 3 clusters Score -2.795635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 243357 members 
Entering Unmasked Estep 
Score: -27956346.000000 Penalty: 6155.952637
	Iteration 154Q: 3 clusters Score -2.795635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 243373 members 
Entering Unmasked Estep 
Score: -27956362.000000 Penalty: 6155.952637
	Iteration 155Q: 3 clusters Score -2.795636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 243381 members 
Entering Unmasked Estep 
Score: -27956372.000000 Penalty: 6155.952637
	Iteration 156Q: 3 clusters Score -2.795637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 243388 members 
Entering Unmasked Estep 
Score: -27956350.000000 Penalty: 6155.952637
	Iteration 157Q: 3 clusters Score -2.795635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 243394 members 
Entering Unmasked Estep 
Score: -27956356.000000 Penalty: 6155.952637
	Iteration 158Q: 3 clusters Score -2.795636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 243397 members 
Entering Unmasked Estep 
Score: -27956366.000000 Penalty: 6155.952637
	Iteration 159Q: 3 clusters Score -2.795637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 243401 members 
Entering Unmasked Estep 
Score: -27956352.000000 Penalty: 6155.952637
	Iteration 160F: 3 clusters Score -2.795635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 243403 members 
Entering Unmasked Estep 
Score: -27956342.000000 Penalty: 6155.952637
	Iteration 161Q: 3 clusters Score -2.795634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 243407 members 
Entering Unmasked Estep 
Score: -27956368.000000 Penalty: 6155.952637
	Iteration 162Q: 3 clusters Score -2.795637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 243410 members 
Entering Unmasked Estep 
Score: -27956370.000000 Penalty: 6155.952637
	Iteration 163Q: 3 clusters Score -2.795637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 243414 members 
Entering Unmasked Estep 
Score: -27956382.000000 Penalty: 6155.952637
	Iteration 164Q: 3 clusters Score -2.795638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 243421 members 
Entering Unmasked Estep 
Score: -27956388.000000 Penalty: 6155.952637
	Iteration 165Q: 3 clusters Score -2.795639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 243434 members 
Entering Unmasked Estep 
Score: -27956390.000000 Penalty: 6155.952637
	Iteration 166Q: 3 clusters Score -2.795639e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 243449 members 
Entering Unmasked Estep 
Score: -27956380.000000 Penalty: 6155.952637
	Iteration 167Q: 3 clusters Score -2.795638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 243460 members 
Entering Unmasked Estep 
Score: -27956354.000000 Penalty: 6155.952637
	Iteration 168Q: 3 clusters Score -2.795635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 243471 members 
Entering Unmasked Estep 
Score: -27956350.000000 Penalty: 6155.952637
	Iteration 169Q: 3 clusters Score -2.795635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 243491 members 
Entering Unmasked Estep 
Score: -27956336.000000 Penalty: 6155.952637
	Iteration 170Q: 3 clusters Score -2.795634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 243507 members 
Entering Unmasked Estep 
Score: -27956316.000000 Penalty: 6155.952637
	Iteration 171Q: 3 clusters Score -2.795632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 243530 members 
Entering Unmasked Estep 
Score: -27956322.000000 Penalty: 6155.952637
	Iteration 172Q: 3 clusters Score -2.795632e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 243557 members 
Entering Unmasked Estep 
Score: -27956332.000000 Penalty: 6155.952637
	Iteration 173Q: 3 clusters Score -2.795633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 243584 members 
Entering Unmasked Estep 
Score: -27956374.000000 Penalty: 6155.952637
	Iteration 174Q: 3 clusters Score -2.795637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 243599 members 
Entering Unmasked Estep 
Score: -27956396.000000 Penalty: 6155.952637
	Iteration 175Q: 3 clusters Score -2.79564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 243616 members 
Entering Unmasked Estep 
Score: -27956392.000000 Penalty: 6155.952637
	Iteration 176Q: 3 clusters Score -2.795639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 243626 members 
Entering Unmasked Estep 
Score: -27956368.000000 Penalty: 6155.952637
	Iteration 177Q: 3 clusters Score -2.795637e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 243647 members 
Entering Unmasked Estep 
Score: -27956358.000000 Penalty: 6155.952637
	Iteration 178Q: 3 clusters Score -2.795636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 243661 members 
Entering Unmasked Estep 
Score: -27956328.000000 Penalty: 6155.952637
	Iteration 179Q: 3 clusters Score -2.795633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 243677 members 
Entering Unmasked Estep 
Score: -27956348.000000 Penalty: 6155.952637
	Iteration 180F: 3 clusters Score -2.795635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 243693 members 
Entering Unmasked Estep 
Score: -27956354.000000 Penalty: 6155.952637
	Iteration 181Q: 3 clusters Score -2.795635e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 243712 members 
Entering Unmasked Estep 
Score: -27956368.000000 Penalty: 6155.952637
	Iteration 182Q: 3 clusters Score -2.795637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 243723 members 
Entering Unmasked Estep 
Score: -27956376.000000 Penalty: 6155.952637
	Iteration 183Q: 3 clusters Score -2.795638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 243738 members 
Entering Unmasked Estep 
Score: -27956348.000000 Penalty: 6155.952637
	Iteration 184Q: 3 clusters Score -2.795635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 243750 members 
Entering Unmasked Estep 
Score: -27956378.000000 Penalty: 6155.952637
	Iteration 185Q: 3 clusters Score -2.795638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 243758 members 
Entering Unmasked Estep 
Score: -27956368.000000 Penalty: 6155.952637
	Iteration 186Q: 3 clusters Score -2.795637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 243767 members 
Entering Unmasked Estep 
Score: -27956356.000000 Penalty: 6155.952637
	Iteration 187Q: 3 clusters Score -2.795636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 243769 members 
Entering Unmasked Estep 
Score: -27956350.000000 Penalty: 6155.952637
	Iteration 188Q: 3 clusters Score -2.795635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 243775 members 
Entering Unmasked Estep 
Score: -27956354.000000 Penalty: 6155.952637
	Iteration 189Q: 3 clusters Score -2.795635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 243775 members 
Entering Unmasked Estep 
Score: -27956374.000000 Penalty: 6155.952637
	Iteration 190Q: 3 clusters Score -2.795637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 243780 members 
Entering Unmasked Estep 
Score: -27956376.000000 Penalty: 6155.952637
	Iteration 191Q: 3 clusters Score -2.795638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 243781 members 
Entering Unmasked Estep 
Score: -27956374.000000 Penalty: 6155.952637
	Iteration 192Q: 3 clusters Score -2.795637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 243782 members 
Entering Unmasked Estep 
Score: -27956382.000000 Penalty: 6155.952637
	Iteration 193Q: 3 clusters Score -2.795638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 243785 members 
Entering Unmasked Estep 
Score: -27956380.000000 Penalty: 6155.952637
	Iteration 194Q: 3 clusters Score -2.795638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 243785 members 
Entering Unmasked Estep 
Score: -27956380.000000 Penalty: 6155.952637
	Iteration 195F: 3 clusters Score -2.795638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Entering Unmasked Estep 
Score: -2040979.625000 Penalty: 2424.136719
	Iteration 0F: 2 clusters Score -2040980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2028367.500000 Penalty: 4848.273438
	Iteration 0F: 3 clusters Score -2028368 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2032562.250000 Penalty: 4848.273438
	Iteration 1F: 3 clusters Score -2032562 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2033013.625000 Penalty: 4848.273438
	Iteration 2F: 3 clusters Score -2033014 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2033466.875000 Penalty: 4848.273438
	Iteration 3F: 3 clusters Score -2033467 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2033854.125000 Penalty: 4848.273438
	Iteration 4Q: 3 clusters Score -2033854 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2034269.750000 Penalty: 4848.273438
	Iteration 5Q: 3 clusters Score -2034270 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2034752.625000 Penalty: 4848.273438
	Iteration 6F: 3 clusters Score -2034753 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2035355.125000 Penalty: 4848.273438
	Iteration 7F: 3 clusters Score -2035355 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2036054.500000 Penalty: 4848.273438
	Iteration 8F: 3 clusters Score -2036054 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2036819.125000 Penalty: 4848.273438
	Iteration 9F: 3 clusters Score -2036819 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2037509.750000 Penalty: 4848.273438
	Iteration 10Q: 3 clusters Score -2037510 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2038008.000000 Penalty: 4848.273438
	Iteration 11Q: 3 clusters Score -2038008 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2038315.875000 Penalty: 4848.273438
	Iteration 12Q: 3 clusters Score -2038316 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2038455.750000 Penalty: 4848.273438
	Iteration 13Q: 3 clusters Score -2038456 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2038547.250000 Penalty: 4848.273438
	Iteration 14Q: 3 clusters Score -2038547 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2038618.375000 Penalty: 4848.273438
	Iteration 15Q: 3 clusters Score -2038618 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2038678.500000 Penalty: 4848.273438
	Iteration 16Q: 3 clusters Score -2038678 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2038732.000000 Penalty: 4848.273438
	Iteration 17Q: 3 clusters Score -2038732 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2038775.000000 Penalty: 4848.273438
	Iteration 18Q: 3 clusters Score -2038775 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2038814.750000 Penalty: 4848.273438
	Iteration 19Q: 3 clusters Score -2038815 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2038850.750000 Penalty: 4848.273438
	Iteration 20F: 3 clusters Score -2038851 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2038876.500000 Penalty: 4848.273438
	Iteration 21Q: 3 clusters Score -2038876 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2038904.750000 Penalty: 4848.273438
	Iteration 22Q: 3 clusters Score -2038905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2038921.500000 Penalty: 4848.273438
	Iteration 23Q: 3 clusters Score -2038922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2038938.375000 Penalty: 4848.273438
	Iteration 24Q: 3 clusters Score -2038938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2038959.000000 Penalty: 4848.273438
	Iteration 25Q: 3 clusters Score -2038959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2038974.250000 Penalty: 4848.273438
	Iteration 26Q: 3 clusters Score -2038974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2038987.625000 Penalty: 4848.273438
	Iteration 27Q: 3 clusters Score -2038988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2038999.250000 Penalty: 4848.273438
	Iteration 28Q: 3 clusters Score -2038999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2039008.375000 Penalty: 4848.273438
	Iteration 29Q: 3 clusters Score -2039008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2039014.875000 Penalty: 4848.273438
	Iteration 30Q: 3 clusters Score -2039015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2039021.250000 Penalty: 4848.273438
	Iteration 31Q: 3 clusters Score -2039021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2039030.375000 Penalty: 4848.273438
	Iteration 32Q: 3 clusters Score -2039030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2039034.250000 Penalty: 4848.273438
	Iteration 33Q: 3 clusters Score -2039034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2039040.250000 Penalty: 4848.273438
	Iteration 34Q: 3 clusters Score -2039040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2039043.000000 Penalty: 4848.273438
	Iteration 35Q: 3 clusters Score -2039043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2039050.500000 Penalty: 4848.273438
	Iteration 36Q: 3 clusters Score -2039050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2039060.125000 Penalty: 4848.273438
	Iteration 37Q: 3 clusters Score -2039060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2039067.500000 Penalty: 4848.273438
	Iteration 38Q: 3 clusters Score -2039068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2039069.000000 Penalty: 4848.273438
	Iteration 39Q: 3 clusters Score -2039069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2039069.500000 Penalty: 4848.273438
	Iteration 40F: 3 clusters Score -2039070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2039076.250000 Penalty: 4848.273438
	Iteration 41Q: 3 clusters Score -2039076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2039078.375000 Penalty: 4848.273438
	Iteration 42Q: 3 clusters Score -2039078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2039079.375000 Penalty: 4848.273438
	Iteration 43Q: 3 clusters Score -2039079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2039079.250000 Penalty: 4848.273438
	Iteration 44Q: 3 clusters Score -2039079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2039080.125000 Penalty: 4848.273438
	Iteration 45Q: 3 clusters Score -2039080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2039080.625000 Penalty: 4848.273438
	Iteration 46Q: 3 clusters Score -2039081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2039080.625000 Penalty: 4848.273438
	Iteration 47F: 3 clusters Score -2039081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Entering Unmasked Estep 
Score: -4944120.500000 Penalty: 2653.030029
	Iteration 0F: 2 clusters Score -4944120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -4914109.500000 Penalty: 5306.060059
	Iteration 0F: 3 clusters Score -4914110 nChanged 20436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -4925307.500000 Penalty: 5306.060059
	Iteration 1F: 3 clusters Score -4925308 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -4925751.000000 Penalty: 5306.060059
	Iteration 2Q: 3 clusters Score -4925751 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -4926096.000000 Penalty: 5306.060059
	Iteration 3Q: 3 clusters Score -4926096 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -4926430.000000 Penalty: 5306.060059
	Iteration 4Q: 3 clusters Score -4926430 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4926777.000000 Penalty: 5306.060059
	Iteration 5Q: 3 clusters Score -4926777 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -4927154.500000 Penalty: 5306.060059
	Iteration 6Q: 3 clusters Score -4927154 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -4927557.500000 Penalty: 5306.060059
	Iteration 7Q: 3 clusters Score -4927558 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4928045.000000 Penalty: 5306.060059
	Iteration 8Q: 3 clusters Score -4928045 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -4928653.500000 Penalty: 5306.060059
	Iteration 9Q: 3 clusters Score -4928654 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -4929466.000000 Penalty: 5306.060059
	Iteration 10Q: 3 clusters Score -4929466 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -4930486.000000 Penalty: 5306.060059
	Iteration 11Q: 3 clusters Score -4930486 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -4931966.000000 Penalty: 5306.060059
	Iteration 12F: 3 clusters Score -4931966 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4933844.500000 Penalty: 5306.060059
	Iteration 13F: 3 clusters Score -4933844 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -4935680.000000 Penalty: 5306.060059
	Iteration 14F: 3 clusters Score -4935680 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -4937258.000000 Penalty: 5306.060059
	Iteration 15Q: 3 clusters Score -4937258 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -4938444.500000 Penalty: 5306.060059
	Iteration 16Q: 3 clusters Score -4938444 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -4939333.000000 Penalty: 5306.060059
	Iteration 17Q: 3 clusters Score -4939333 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4939997.000000 Penalty: 5306.060059
	Iteration 18Q: 3 clusters Score -4939997 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4940530.500000 Penalty: 5306.060059
	Iteration 19Q: 3 clusters Score -4940530 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4940979.000000 Penalty: 5306.060059
	Iteration 20F: 3 clusters Score -4940979 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4941293.000000 Penalty: 5306.060059
	Iteration 21Q: 3 clusters Score -4941293 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4941505.000000 Penalty: 5306.060059
	Iteration 22Q: 3 clusters Score -4941505 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4941679.000000 Penalty: 5306.060059
	Iteration 23Q: 3 clusters Score -4941679 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4941845.500000 Penalty: 5306.060059
	Iteration 24Q: 3 clusters Score -4941846 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4941949.000000 Penalty: 5306.060059
	Iteration 25Q: 3 clusters Score -4941949 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4942011.500000 Penalty: 5306.060059
	Iteration 26Q: 3 clusters Score -4942012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4942073.500000 Penalty: 5306.060059
	Iteration 27Q: 3 clusters Score -4942074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4942121.500000 Penalty: 5306.060059
	Iteration 28Q: 3 clusters Score -4942122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4942141.500000 Penalty: 5306.060059
	Iteration 29Q: 3 clusters Score -4942142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4942167.000000 Penalty: 5306.060059
	Iteration 30Q: 3 clusters Score -4942167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4942180.500000 Penalty: 5306.060059
	Iteration 31Q: 3 clusters Score -4942180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4942204.500000 Penalty: 5306.060059
	Iteration 32Q: 3 clusters Score -4942204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4942206.500000 Penalty: 5306.060059
	Iteration 33Q: 3 clusters Score -4942206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4942206.000000 Penalty: 5306.060059
	Iteration 34Q: 3 clusters Score -4942206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4942211.500000 Penalty: 5306.060059
	Iteration 35Q: 3 clusters Score -4942212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4942214.500000 Penalty: 5306.060059
	Iteration 36Q: 3 clusters Score -4942214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4942211.500000 Penalty: 5306.060059
	Iteration 37Q: 3 clusters Score -4942212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4942218.000000 Penalty: 5306.060059
	Iteration 38Q: 3 clusters Score -4942218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4942218.500000 Penalty: 5306.060059
	Iteration 39Q: 3 clusters Score -4942218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4942217.500000 Penalty: 5306.060059
	Iteration 40F: 3 clusters Score -4942218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4942219.000000 Penalty: 5306.060059
	Iteration 41Q: 3 clusters Score -4942219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4942232.500000 Penalty: 5306.060059
	Iteration 42Q: 3 clusters Score -4942232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4942228.500000 Penalty: 5306.060059
	Iteration 43Q: 3 clusters Score -4942228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4942229.500000 Penalty: 5306.060059
	Iteration 44Q: 3 clusters Score -4942230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4942230.500000 Penalty: 5306.060059
	Iteration 45Q: 3 clusters Score -4942230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4942232.000000 Penalty: 5306.060059
	Iteration 46Q: 3 clusters Score -4942232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4942232.000000 Penalty: 5306.060059
	Iteration 47F: 3 clusters Score -4942232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Entering Unmasked Estep 
Score: -5858143.500000 Penalty: 2689.888184
	Iteration 0F: 2 clusters Score -5858144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -5823539.500000 Penalty: 5379.776367
	Iteration 0F: 3 clusters Score -5823540 nChanged 23832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -5836893.500000 Penalty: 5379.776367
	Iteration 1F: 3 clusters Score -5836894 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -5837554.000000 Penalty: 5379.776367
	Iteration 2Q: 3 clusters Score -5837554 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -5838316.000000 Penalty: 5379.776367
	Iteration 3Q: 3 clusters Score -5838316 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -5839258.500000 Penalty: 5379.776367
	Iteration 4Q: 3 clusters Score -5839258 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -5840663.500000 Penalty: 5379.776367
	Iteration 5F: 3 clusters Score -5840664 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -5842684.000000 Penalty: 5379.776367
	Iteration 6F: 3 clusters Score -5842684 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -5845475.000000 Penalty: 5379.776367
	Iteration 7F: 3 clusters Score -5845475 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -5848728.000000 Penalty: 5379.776367
	Iteration 8F: 3 clusters Score -5848728 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -5851541.000000 Penalty: 5379.776367
	Iteration 9F: 3 clusters Score -5851541 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -5853381.500000 Penalty: 5379.776367
	Iteration 10Q: 3 clusters Score -5853382 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -5854378.000000 Penalty: 5379.776367
	Iteration 11Q: 3 clusters Score -5854378 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -5854923.000000 Penalty: 5379.776367
	Iteration 12Q: 3 clusters Score -5854923 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -5855208.500000 Penalty: 5379.776367
	Iteration 13Q: 3 clusters Score -5855208 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -5855408.500000 Penalty: 5379.776367
	Iteration 14Q: 3 clusters Score -5855408 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -5855535.000000 Penalty: 5379.776367
	Iteration 15Q: 3 clusters Score -5855535 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -5855635.000000 Penalty: 5379.776367
	Iteration 16Q: 3 clusters Score -5855635 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -5855719.500000 Penalty: 5379.776367
	Iteration 17Q: 3 clusters Score -5855720 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -5855761.000000 Penalty: 5379.776367
	Iteration 18Q: 3 clusters Score -5855761 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -5855792.500000 Penalty: 5379.776367
	Iteration 19Q: 3 clusters Score -5855792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -5855831.000000 Penalty: 5379.776367
	Iteration 20F: 3 clusters Score -5855831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -5855853.000000 Penalty: 5379.776367
	Iteration 21Q: 3 clusters Score -5855853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -5855861.000000 Penalty: 5379.776367
	Iteration 22Q: 3 clusters Score -5855861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -5855868.500000 Penalty: 5379.776367
	Iteration 23Q: 3 clusters Score -5855868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -5855879.500000 Penalty: 5379.776367
	Iteration 24Q: 3 clusters Score -5855880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -5855897.500000 Penalty: 5379.776367
	Iteration 25Q: 3 clusters Score -5855898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -5855893.500000 Penalty: 5379.776367
	Iteration 26Q: 3 clusters Score -5855894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -5855901.000000 Penalty: 5379.776367
	Iteration 27Q: 3 clusters Score -5855901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -5855898.500000 Penalty: 5379.776367
	Iteration 28Q: 3 clusters Score -5855898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -5855905.000000 Penalty: 5379.776367
	Iteration 29Q: 3 clusters Score -5855905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -5855909.500000 Penalty: 5379.776367
	Iteration 30Q: 3 clusters Score -5855910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -5855914.000000 Penalty: 5379.776367
	Iteration 31Q: 3 clusters Score -5855914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -5855922.500000 Penalty: 5379.776367
	Iteration 32Q: 3 clusters Score -5855922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -5855930.000000 Penalty: 5379.776367
	Iteration 33Q: 3 clusters Score -5855930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -5855932.000000 Penalty: 5379.776367
	Iteration 34Q: 3 clusters Score -5855932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -5855933.500000 Penalty: 5379.776367
	Iteration 35Q: 3 clusters Score -5855934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -5855939.500000 Penalty: 5379.776367
	Iteration 36Q: 3 clusters Score -5855940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -5855937.500000 Penalty: 5379.776367
	Iteration 37Q: 3 clusters Score -5855938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -5855941.000000 Penalty: 5379.776367
	Iteration 38Q: 3 clusters Score -5855941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -5855943.000000 Penalty: 5379.776367
	Iteration 39Q: 3 clusters Score -5855943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -5855943.000000 Penalty: 5379.776367
	Iteration 40F: 3 clusters Score -5855943 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: -88982.390625 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -88982.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87221.820312 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -87221.82 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87485.890625 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -87485.89 nChanged 51
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: -87582.523438 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -87582.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87653.820312 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -87653.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -87720.031250 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -87720.03 nChanged 30
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: -87806.742188 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -87806.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87883.562500 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -87883.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87928.312500 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -87928.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87985.539062 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -87985.54 nChanged 17
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: -88022.843750 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -88022.84 nChanged 13
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: -88054.898438 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -88054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88062.140625 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -88062.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88067.140625 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -88067.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88067.140625 Penalty: 3342.123535
	Iteration 13F: 3 clusters Score -88067.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Entering Unmasked Estep 
Score: -239825.343750 Penalty: 1914.234009
	Iteration 0F: 2 clusters Score -239825.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -237003.265625 Penalty: 3828.468018
	Iteration 0F: 3 clusters Score -237003.3 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -237526.906250 Penalty: 3828.468018
	Iteration 1F: 3 clusters Score -237526.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -237686.718750 Penalty: 3828.468018
	Iteration 2F: 3 clusters Score -237686.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237781.718750 Penalty: 3828.468018
	Iteration 3Q: 3 clusters Score -237781.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -237840.437500 Penalty: 3828.468018
	Iteration 4Q: 3 clusters Score -237840.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -237885.109375 Penalty: 3828.468018
	Iteration 5Q: 3 clusters Score -237885.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -237920.421875 Penalty: 3828.468018
	Iteration 6Q: 3 clusters Score -237920.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -237948.453125 Penalty: 3828.468018
	Iteration 7Q: 3 clusters Score -237948.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -237982.812500 Penalty: 3828.468018
	Iteration 8Q: 3 clusters Score -237982.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -238031.281250 Penalty: 3828.468018
	Iteration 9Q: 3 clusters Score -238031.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -238104.046875 Penalty: 3828.468018
	Iteration 10Q: 3 clusters Score -238104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -238170.156250 Penalty: 3828.468018
	Iteration 11Q: 3 clusters Score -238170.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -238243.687500 Penalty: 3828.468018
	Iteration 12Q: 3 clusters Score -238243.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -238310.937500 Penalty: 3828.468018
	Iteration 13Q: 3 clusters Score -238310.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -238389.218750 Penalty: 3828.468018
	Iteration 14Q: 3 clusters Score -238389.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -238471.484375 Penalty: 3828.468018
	Iteration 15Q: 3 clusters Score -238471.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -238542.437500 Penalty: 3828.468018
	Iteration 16Q: 3 clusters Score -238542.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -238612.281250 Penalty: 3828.468018
	Iteration 17Q: 3 clusters Score -238612.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -238695.765625 Penalty: 3828.468018
	Iteration 18Q: 3 clusters Score -238695.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -238768.546875 Penalty: 3828.468018
	Iteration 19Q: 3 clusters Score -238768.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -238817.000000 Penalty: 3828.468018
	Iteration 20F: 3 clusters Score -238817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -238857.843750 Penalty: 3828.468018
	Iteration 21Q: 3 clusters Score -238857.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -238891.000000 Penalty: 3828.468018
	Iteration 22Q: 3 clusters Score -238891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -238918.234375 Penalty: 3828.468018
	Iteration 23Q: 3 clusters Score -238918.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -238939.453125 Penalty: 3828.468018
	Iteration 24Q: 3 clusters Score -238939.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -238951.890625 Penalty: 3828.468018
	Iteration 25Q: 3 clusters Score -238951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -238958.359375 Penalty: 3828.468018
	Iteration 26Q: 3 clusters Score -238958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -238962.156250 Penalty: 3828.468018
	Iteration 27Q: 3 clusters Score -238962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -238963.140625 Penalty: 3828.468018
	Iteration 28Q: 3 clusters Score -238963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -238965.296875 Penalty: 3828.468018
	Iteration 29Q: 3 clusters Score -238965.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -238965.796875 Penalty: 3828.468018
	Iteration 30Q: 3 clusters Score -238965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -238967.109375 Penalty: 3828.468018
	Iteration 31Q: 3 clusters Score -238967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -238968.656250 Penalty: 3828.468018
	Iteration 32Q: 3 clusters Score -238968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -238969.781250 Penalty: 3828.468018
	Iteration 33Q: 3 clusters Score -238969.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -238969.781250 Penalty: 3828.468018
	Iteration 34F: 3 clusters Score -238969.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Entering Unmasked Estep 
Score: -2275658.750000 Penalty: 2452.291504
	Iteration 0F: 2 clusters Score -2275659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2261892.250000 Penalty: 4904.583008
	Iteration 0F: 3 clusters Score -2261892 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2266513.250000 Penalty: 4904.583008
	Iteration 1F: 3 clusters Score -2266513 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2266856.500000 Penalty: 4904.583008
	Iteration 2Q: 3 clusters Score -2266856 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2267145.750000 Penalty: 4904.583008
	Iteration 3Q: 3 clusters Score -2267146 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2267422.250000 Penalty: 4904.583008
	Iteration 4Q: 3 clusters Score -2267422 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2267714.750000 Penalty: 4904.583008
	Iteration 5Q: 3 clusters Score -2267715 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2268023.250000 Penalty: 4904.583008
	Iteration 6Q: 3 clusters Score -2268023 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2268362.500000 Penalty: 4904.583008
	Iteration 7Q: 3 clusters Score -2268362 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2268741.000000 Penalty: 4904.583008
	Iteration 8Q: 3 clusters Score -2268741 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2269171.000000 Penalty: 4904.583008
	Iteration 9Q: 3 clusters Score -2269171 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2269631.250000 Penalty: 4904.583008
	Iteration 10Q: 3 clusters Score -2269631 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2270148.750000 Penalty: 4904.583008
	Iteration 11Q: 3 clusters Score -2270149 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2270636.000000 Penalty: 4904.583008
	Iteration 12Q: 3 clusters Score -2270636 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2271069.500000 Penalty: 4904.583008
	Iteration 13Q: 3 clusters Score -2271070 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2271474.500000 Penalty: 4904.583008
	Iteration 14Q: 3 clusters Score -2271474 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2271854.250000 Penalty: 4904.583008
	Iteration 15Q: 3 clusters Score -2271854 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2272215.000000 Penalty: 4904.583008
	Iteration 16Q: 3 clusters Score -2272215 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2272497.750000 Penalty: 4904.583008
	Iteration 17Q: 3 clusters Score -2272498 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2272717.000000 Penalty: 4904.583008
	Iteration 18Q: 3 clusters Score -2272717 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2272920.500000 Penalty: 4904.583008
	Iteration 19Q: 3 clusters Score -2272920 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2273084.250000 Penalty: 4904.583008
	Iteration 20F: 3 clusters Score -2273084 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2273204.000000 Penalty: 4904.583008
	Iteration 21Q: 3 clusters Score -2273204 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2273284.250000 Penalty: 4904.583008
	Iteration 22Q: 3 clusters Score -2273284 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2273347.750000 Penalty: 4904.583008
	Iteration 23Q: 3 clusters Score -2273348 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2273402.750000 Penalty: 4904.583008
	Iteration 24Q: 3 clusters Score -2273403 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2273439.500000 Penalty: 4904.583008
	Iteration 25Q: 3 clusters Score -2273440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2273479.500000 Penalty: 4904.583008
	Iteration 26Q: 3 clusters Score -2273480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2273502.500000 Penalty: 4904.583008
	Iteration 27Q: 3 clusters Score -2273502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2273527.250000 Penalty: 4904.583008
	Iteration 28Q: 3 clusters Score -2273527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2273537.750000 Penalty: 4904.583008
	Iteration 29Q: 3 clusters Score -2273538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2273549.000000 Penalty: 4904.583008
	Iteration 30Q: 3 clusters Score -2273549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2273555.000000 Penalty: 4904.583008
	Iteration 31Q: 3 clusters Score -2273555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2273562.750000 Penalty: 4904.583008
	Iteration 32Q: 3 clusters Score -2273563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2273569.000000 Penalty: 4904.583008
	Iteration 33Q: 3 clusters Score -2273569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2273574.250000 Penalty: 4904.583008
	Iteration 34Q: 3 clusters Score -2273574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2273581.000000 Penalty: 4904.583008
	Iteration 35Q: 3 clusters Score -2273581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2273588.000000 Penalty: 4904.583008
	Iteration 36Q: 3 clusters Score -2273588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2273585.000000 Penalty: 4904.583008
	Iteration 37Q: 3 clusters Score -2273585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2273589.250000 Penalty: 4904.583008
	Iteration 38Q: 3 clusters Score -2273589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2273590.250000 Penalty: 4904.583008
	Iteration 39Q: 3 clusters Score -2273590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2273588.750000 Penalty: 4904.583008
	Iteration 40F: 3 clusters Score -2273589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2273591.500000 Penalty: 4904.583008
	Iteration 41Q: 3 clusters Score -2273592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2273591.500000 Penalty: 4904.583008
	Iteration 42F: 3 clusters Score -2273592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 191328 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16583 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4124 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17268 members 
Mstep: Class 15 contains 245535 members 
Mstep: Class 16 contains 17584 members 
Mstep: Class 17 contains 44254 members 
Mstep: Class 18 contains 51345 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2250 members 
Mstep: Class 21 contains 19698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765952.000000 Penalty: 62942.238281
Iteration 159Q: 20 clusters Score -7.076595e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 191353 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16631 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4124 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17271 members 
Mstep: Class 15 contains 245446 members 
Mstep: Class 16 contains 17580 members 
Mstep: Class 17 contains 44266 members 
Mstep: Class 18 contains 51359 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2249 members 
Mstep: Class 21 contains 19695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70765944.000000 Penalty: 62942.238281
Iteration 160F: 20 clusters Score -7.076594e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 191374 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16673 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4125 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17269 members 
Mstep: Class 15 contains 245372 members 
Mstep: Class 16 contains 17576 members 
Mstep: Class 17 contains 44280 members 
Mstep: Class 18 contains 51364 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2247 members 
Mstep: Class 21 contains 19694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766008.000000 Penalty: 62942.238281
Iteration 161Q: 20 clusters Score -7.076601e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 191391 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16721 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4127 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17268 members 
Mstep: Class 15 contains 245287 members 
Mstep: Class 16 contains 17572 members 
Mstep: Class 17 contains 44296 members 
Mstep: Class 18 contains 51361 members 
Mstep: Class 19 contains 846 members 
Mstep: Class 20 contains 2249 members 
Mstep: Class 21 contains 19696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766072.000000 Penalty: 62942.238281
Iteration 162Q: 20 clusters Score -7.076607e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 191387 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16781 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4130 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17274 members 
Mstep: Class 15 contains 245200 members 
Mstep: Class 16 contains 17570 members 
Mstep: Class 17 contains 44305 members 
Mstep: Class 18 contains 51363 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2249 members 
Mstep: Class 21 contains 19702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766008.000000 Penalty: 62942.238281
Iteration 163Q: 20 clusters Score -7.076601e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 191392 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16844 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4134 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17279 members 
Mstep: Class 15 contains 245112 members 
Mstep: Class 16 contains 17566 members 
Mstep: Class 17 contains 44310 members 
Mstep: Class 18 contains 51366 members 
Mstep: Class 19 contains 848 members 
Mstep: Class 20 contains 2250 members 
Mstep: Class 21 contains 19708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766080.000000 Penalty: 62942.238281
Iteration 164Q: 20 clusters Score -7.076608e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 191364 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16916 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4136 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17283 members 
Mstep: Class 15 contains 245044 members 
Mstep: Class 16 contains 17565 members 
Mstep: Class 17 contains 44321 members 
Mstep: Class 18 contains 51374 members 
Mstep: Class 19 contains 848 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 19703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766144.000000 Penalty: 62942.238281
Iteration 165Q: 20 clusters Score -7.076614e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 191376 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 16970 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4137 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17281 members 
Mstep: Class 15 contains 244949 members 
Mstep: Class 16 contains 17569 members 
Mstep: Class 17 contains 44331 members 
Mstep: Class 18 contains 51386 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 19703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766192.000000 Penalty: 62942.238281
Iteration 166Q: 20 clusters Score -7.076619e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 191397 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 17026 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17276 members 
Mstep: Class 15 contains 244853 members 
Mstep: Class 16 contains 17568 members 
Mstep: Class 17 contains 44340 members 
Mstep: Class 18 contains 51398 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2252 members 
Mstep: Class 21 contains 19702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766264.000000 Penalty: 62942.238281
Iteration 167Q: 20 clusters Score -7.076626e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 191443 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 17075 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4141 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17271 members 
Mstep: Class 15 contains 244731 members 
Mstep: Class 16 contains 17568 members 
Mstep: Class 17 contains 44349 members 
Mstep: Class 18 contains 51413 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 21 contains 19706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766176.000000 Penalty: 62942.238281
Iteration 168Q: 20 clusters Score -7.076618e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 191477 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 17128 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4143 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17275 members 
Mstep: Class 15 contains 244600 members 
Mstep: Class 16 contains 17561 members 
Mstep: Class 17 contains 44361 members 
Mstep: Class 18 contains 51430 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 21 contains 19717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766248.000000 Penalty: 62942.238281
Iteration 169Q: 20 clusters Score -7.076625e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 191485 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 17188 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4146 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17278 members 
Mstep: Class 15 contains 244478 members 
Mstep: Class 16 contains 17566 members 
Mstep: Class 17 contains 44378 members 
Mstep: Class 18 contains 51455 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2254 members 
Mstep: Class 21 contains 19717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766264.000000 Penalty: 62942.238281
Iteration 170Q: 20 clusters Score -7.076626e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 191489 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 17252 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4151 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17284 members 
Mstep: Class 15 contains 244384 members 
Mstep: Class 16 contains 17566 members 
Mstep: Class 17 contains 44388 members 
Mstep: Class 18 contains 51462 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 21 contains 19712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766336.000000 Penalty: 62942.238281
Iteration 171Q: 20 clusters Score -7.076634e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 191482 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 17324 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4155 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17283 members 
Mstep: Class 15 contains 244288 members 
Mstep: Class 16 contains 17561 members 
Mstep: Class 17 contains 44402 members 
Mstep: Class 18 contains 51468 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 21 contains 19719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766288.000000 Penalty: 62942.238281
Iteration 172Q: 20 clusters Score -7.076629e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 191487 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 17400 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4160 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17289 members 
Mstep: Class 15 contains 244167 members 
Mstep: Class 16 contains 17555 members 
Mstep: Class 17 contains 44420 members 
Mstep: Class 18 contains 51476 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 21 contains 19722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766320.000000 Penalty: 62942.238281
Iteration 173Q: 20 clusters Score -7.076632e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 191514 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 17480 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4168 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17295 members 
Mstep: Class 15 contains 244034 members 
Mstep: Class 16 contains 17548 members 
Mstep: Class 17 contains 44440 members 
Mstep: Class 18 contains 51482 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 19713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766336.000000 Penalty: 62942.238281
Iteration 174Q: 20 clusters Score -7.076634e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 191513 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 17550 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4174 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17302 members 
Mstep: Class 15 contains 243923 members 
Mstep: Class 16 contains 17544 members 
Mstep: Class 17 contains 44453 members 
Mstep: Class 18 contains 51493 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2252 members 
Mstep: Class 21 contains 19723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766424.000000 Penalty: 62942.238281
Iteration 175Q: 20 clusters Score -7.076642e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 191529 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4175 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17304 members 
Mstep: Class 15 contains 243795 members 
Mstep: Class 16 contains 17541 members 
Mstep: Class 17 contains 44475 members 
Mstep: Class 18 contains 51493 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2252 members 
Mstep: Class 21 contains 19725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766416.000000 Penalty: 62942.238281
Iteration 176Q: 20 clusters Score -7.076642e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 191510 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 17707 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4178 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17314 members 
Mstep: Class 15 contains 243684 members 
Mstep: Class 16 contains 17543 members 
Mstep: Class 17 contains 44489 members 
Mstep: Class 18 contains 51509 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 21 contains 19731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766608.000000 Penalty: 62942.238281
Iteration 177Q: 20 clusters Score -7.076661e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 191473 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 17788 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4186 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17324 members 
Mstep: Class 15 contains 243587 members 
Mstep: Class 16 contains 17537 members 
Mstep: Class 17 contains 44505 members 
Mstep: Class 18 contains 51528 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2252 members 
Mstep: Class 21 contains 19732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766576.000000 Penalty: 62942.238281
Iteration 178Q: 20 clusters Score -7.076658e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 191416 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 17870 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4195 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17333 members 
Mstep: Class 15 contains 243494 members 
Mstep: Class 16 contains 17539 members 
Mstep: Class 17 contains 44525 members 
Mstep: Class 18 contains 51552 members 
Mstep: Class 19 contains 846 members 
Mstep: Class 20 contains 2252 members 
Mstep: Class 21 contains 19735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766528.000000 Penalty: 62942.238281
Iteration 179Q: 20 clusters Score -7.076653e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 191324 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 17955 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4205 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17336 members 
Mstep: Class 15 contains 243434 members 
Mstep: Class 16 contains 17538 members 
Mstep: Class 17 contains 44530 members 
Mstep: Class 18 contains 51589 members 
Mstep: Class 19 contains 846 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 21 contains 19747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766424.000000 Penalty: 62942.238281
Iteration 180F: 20 clusters Score -7.076642e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 191197 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 18061 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17336 members 
Mstep: Class 15 contains 243380 members 
Mstep: Class 16 contains 17538 members 
Mstep: Class 17 contains 44551 members 
Mstep: Class 18 contains 51614 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2256 members 
Mstep: Class 21 contains 19759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766384.000000 Penalty: 62942.238281
Iteration 181Q: 20 clusters Score -7.076638e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 191067 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 18161 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17339 members 
Mstep: Class 15 contains 243349 members 
Mstep: Class 16 contains 17543 members 
Mstep: Class 17 contains 44563 members 
Mstep: Class 18 contains 51631 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2254 members 
Mstep: Class 21 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766336.000000 Penalty: 62942.238281
Iteration 182Q: 20 clusters Score -7.076634e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 190903 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 18275 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4231 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17348 members 
Mstep: Class 15 contains 243325 members 
Mstep: Class 16 contains 17551 members 
Mstep: Class 17 contains 44583 members 
Mstep: Class 18 contains 51652 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2254 members 
Mstep: Class 21 contains 19778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766376.000000 Penalty: 62942.238281
Iteration 183Q: 20 clusters Score -7.076638e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 190787 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 18368 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4235 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17355 members 
Mstep: Class 15 contains 243302 members 
Mstep: Class 16 contains 17550 members 
Mstep: Class 17 contains 44594 members 
Mstep: Class 18 contains 51665 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2256 members 
Mstep: Class 21 contains 19783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766352.000000 Penalty: 62942.238281
Iteration 184Q: 20 clusters Score -7.076635e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 190641 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 18487 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4240 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17354 members 
Mstep: Class 15 contains 243303 members 
Mstep: Class 16 contains 17550 members 
Mstep: Class 17 contains 44595 members 
Mstep: Class 18 contains 51677 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 2258 members 
Mstep: Class 21 contains 19781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766448.000000 Penalty: 62942.238281
Iteration 185Q: 20 clusters Score -7.076645e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 190469 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 18612 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4242 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17351 members 
Mstep: Class 15 contains 243317 members 
Mstep: Class 16 contains 17554 members 
Mstep: Class 17 contains 44614 members 
Mstep: Class 18 contains 51691 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 21 contains 19776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766552.000000 Penalty: 62942.238281
Iteration 186Q: 20 clusters Score -7.076655e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 190260 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 18721 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17346 members 
Mstep: Class 15 contains 243374 members 
Mstep: Class 16 contains 17563 members 
Mstep: Class 17 contains 44624 members 
Mstep: Class 18 contains 51717 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 19772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766656.000000 Penalty: 62942.238281
Iteration 187Q: 20 clusters Score -7.076666e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 190046 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 18847 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4245 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17337 members 
Mstep: Class 15 contains 243419 members 
Mstep: Class 16 contains 17566 members 
Mstep: Class 17 contains 44640 members 
Mstep: Class 18 contains 51740 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2250 members 
Mstep: Class 21 contains 19775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766768.000000 Penalty: 62942.238281
Iteration 188Q: 20 clusters Score -7.076677e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 189829 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 18999 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4246 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17341 members 
Mstep: Class 15 contains 243427 members 
Mstep: Class 16 contains 17566 members 
Mstep: Class 17 contains 44663 members 
Mstep: Class 18 contains 51757 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2250 members 
Mstep: Class 21 contains 19780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70766920.000000 Penalty: 62942.238281
Iteration 189Q: 20 clusters Score -7.076692e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 189603 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 19163 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4247 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17354 members 
Mstep: Class 15 contains 243421 members 
Mstep: Class 16 contains 17572 members 
Mstep: Class 17 contains 44694 members 
Mstep: Class 18 contains 51763 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2250 members 
Mstep: Class 21 contains 19787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70767072.000000 Penalty: 62942.238281
Iteration 190Q: 20 clusters Score -7.076707e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 189335 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 19324 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4249 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17365 members 
Mstep: Class 15 contains 243452 members 
Mstep: Class 16 contains 17572 members 
Mstep: Class 17 contains 44718 members 
Mstep: Class 18 contains 51790 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 19789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70767160.000000 Penalty: 62942.238281
Iteration 191Q: 20 clusters Score -7.076716e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 189040 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 19505 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4251 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17374 members 
Mstep: Class 15 contains 243497 members 
Mstep: Class 16 contains 17577 members 
Mstep: Class 17 contains 44740 members 
Mstep: Class 18 contains 51820 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 19786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70767256.000000 Penalty: 62942.238281
Iteration 192Q: 20 clusters Score -7.076726e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 188716 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 19705 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4257 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17385 members 
Mstep: Class 15 contains 243574 members 
Mstep: Class 16 contains 17582 members 
Mstep: Class 17 contains 44749 members 
Mstep: Class 18 contains 51839 members 
Mstep: Class 19 contains 846 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 21 contains 19777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70767104.000000 Penalty: 62942.238281
Iteration 193Q: 20 clusters Score -7.07671e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 188396 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 19900 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17391 members 
Mstep: Class 15 contains 243640 members 
Mstep: Class 16 contains 17584 members 
Mstep: Class 17 contains 44753 members 
Mstep: Class 18 contains 51866 members 
Mstep: Class 19 contains 849 members 
Mstep: Class 20 contains 2260 members 
Mstep: Class 21 contains 19770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70767176.000000 Penalty: 62942.238281
Iteration 194Q: 20 clusters Score -7.076718e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 188094 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 20120 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4272 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17399 members 
Mstep: Class 15 contains 243655 members 
Mstep: Class 16 contains 17594 members 
Mstep: Class 17 contains 44765 members 
Mstep: Class 18 contains 51885 members 
Mstep: Class 19 contains 852 members 
Mstep: Class 20 contains 2261 members 
Mstep: Class 21 contains 19772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70767272.000000 Penalty: 62942.238281
Iteration 195Q: 20 clusters Score -7.076727e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 187797 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 20355 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4281 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17407 members 
Mstep: Class 15 contains 243676 members 
Mstep: Class 16 contains 17592 members 
Mstep: Class 17 contains 44778 members 
Mstep: Class 18 contains 51888 members 
Mstep: Class 19 contains 855 members 
Mstep: Class 20 contains 2259 members 
Mstep: Class 21 contains 19771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70767224.000000 Penalty: 62942.238281
Iteration 196Q: 20 clusters Score -7.076722e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 187451 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 20612 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4290 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17406 members 
Mstep: Class 15 contains 243711 members 
Mstep: Class 16 contains 17596 members 
Mstep: Class 17 contains 44795 members 
Mstep: Class 18 contains 51893 members 
Mstep: Class 19 contains 855 members 
Mstep: Class 20 contains 2256 members 
Mstep: Class 21 contains 19790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70767408.000000 Penalty: 62942.238281
Iteration 197Q: 20 clusters Score -7.076741e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 187093 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 20896 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4298 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17407 members 
Mstep: Class 15 contains 243722 members 
Mstep: Class 16 contains 17600 members 
Mstep: Class 17 contains 44809 members 
Mstep: Class 18 contains 51910 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 2256 members 
Mstep: Class 21 contains 19801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70767736.000000 Penalty: 62942.238281
Iteration 198Q: 20 clusters Score -7.076774e+07 nChanged 1220
Entering ConstructFrom: 
Score: -70767736.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (15659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Entering Unmasked Estep 
Score: -1818642.000000 Penalty: 2395.382568
	Iteration 0F: 2 clusters Score -1818642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1807327.000000 Penalty: 4790.765137
	Iteration 0F: 3 clusters Score -1807327 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1810838.875000 Penalty: 4790.765137
	Iteration 1F: 3 clusters Score -1810839 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1811156.000000 Penalty: 4790.765137
	Iteration 2F: 3 clusters Score -1811156 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1811364.000000 Penalty: 4790.765137
	Iteration 3Q: 3 clusters Score -1811364 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1811513.625000 Penalty: 4790.765137
	Iteration 4Q: 3 clusters Score -1811514 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1811640.250000 Penalty: 4790.765137
	Iteration 5Q: 3 clusters Score -1811640 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1811744.625000 Penalty: 4790.765137
	Iteration 6Q: 3 clusters Score -1811745 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1811829.750000 Penalty: 4790.765137
	Iteration 7Q: 3 clusters Score -1811830 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1811894.875000 Penalty: 4790.765137
	Iteration 8Q: 3 clusters Score -1811895 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1811960.000000 Penalty: 4790.765137
	Iteration 9Q: 3 clusters Score -1811960 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1812023.250000 Penalty: 4790.765137
	Iteration 10Q: 3 clusters Score -1812023 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1812103.500000 Penalty: 4790.765137
	Iteration 11Q: 3 clusters Score -1812104 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1812181.500000 Penalty: 4790.765137
	Iteration 12Q: 3 clusters Score -1812182 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1812265.750000 Penalty: 4790.765137
	Iteration 13Q: 3 clusters Score -1812266 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1812360.875000 Penalty: 4790.765137
	Iteration 14Q: 3 clusters Score -1812361 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1812477.875000 Penalty: 4790.765137
	Iteration 15Q: 3 clusters Score -1812478 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1812651.500000 Penalty: 4790.765137
	Iteration 16Q: 3 clusters Score -1812652 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1812861.750000 Penalty: 4790.765137
	Iteration 17Q: 3 clusters Score -1812862 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1813156.125000 Penalty: 4790.765137
	Iteration 18Q: 3 clusters Score -1813156 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1813578.625000 Penalty: 4790.765137
	Iteration 19Q: 3 clusters Score -1813579 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1814096.500000 Penalty: 4790.765137
	Iteration 20F: 3 clusters Score -1814096 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1814715.000000 Penalty: 4790.765137
	Iteration 21Q: 3 clusters Score -1814715 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1815306.250000 Penalty: 4790.765137
	Iteration 22Q: 3 clusters Score -1815306 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1815753.375000 Penalty: 4790.765137
	Iteration 23Q: 3 clusters Score -1815753 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1816053.000000 Penalty: 4790.765137
	Iteration 24Q: 3 clusters Score -1816053 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1816240.250000 Penalty: 4790.765137
	Iteration 25Q: 3 clusters Score -1816240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1816353.375000 Penalty: 4790.765137
	Iteration 26Q: 3 clusters Score -1816353 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1816426.375000 Penalty: 4790.765137
	Iteration 27Q: 3 clusters Score -1816426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1816490.000000 Penalty: 4790.765137
	Iteration 28Q: 3 clusters Score -1816490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1816514.625000 Penalty: 4790.765137
	Iteration 29Q: 3 clusters Score -1816515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1816533.500000 Penalty: 4790.765137
	Iteration 30Q: 3 clusters Score -1816534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1816544.000000 Penalty: 4790.765137
	Iteration 31Q: 3 clusters Score -1816544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1816555.625000 Penalty: 4790.765137
	Iteration 32Q: 3 clusters Score -1816556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1816563.625000 Penalty: 4790.765137
	Iteration 33Q: 3 clusters Score -1816564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1816573.625000 Penalty: 4790.765137
	Iteration 34Q: 3 clusters Score -1816574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1816582.500000 Penalty: 4790.765137
	Iteration 35Q: 3 clusters Score -1816582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1816592.625000 Penalty: 4790.765137
	Iteration 36Q: 3 clusters Score -1816593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1816599.125000 Penalty: 4790.765137
	Iteration 37Q: 3 clusters Score -1816599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1816603.125000 Penalty: 4790.765137
	Iteration 38Q: 3 clusters Score -1816603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1816600.750000 Penalty: 4790.765137
	Iteration 39Q: 3 clusters Score -1816601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1816600.750000 Penalty: 4790.765137
	Iteration 40F: 3 clusters Score -1816601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (186679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186679 members 
Entering Unmasked Estep 
Score: -21108014.000000 Penalty: 3010.012207
	Iteration 0F: 2 clusters Score -2.110801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 93244 members 
Entering Unmasked Estep 
Score: -20983972.000000 Penalty: 6020.024414
	Iteration 0F: 3 clusters Score -2.098397e+07 nChanged 89720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 92424 members 
Entering Unmasked Estep 
Score: -21038122.000000 Penalty: 6020.024414
	Iteration 1F: 3 clusters Score -2.103812e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94977 members 
Mstep: Class 2 contains 91702 members 
Entering Unmasked Estep 
Score: -21040530.000000 Penalty: 6020.024414
	Iteration 2Q: 3 clusters Score -2.104053e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95861 members 
Mstep: Class 2 contains 90818 members 
Entering Unmasked Estep 
Score: -21044122.000000 Penalty: 6020.024414
	Iteration 3Q: 3 clusters Score -2.104412e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96912 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -21049472.000000 Penalty: 6020.024414
	Iteration 4F: 3 clusters Score -2.104947e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97760 members 
Mstep: Class 2 contains 88919 members 
Entering Unmasked Estep 
Score: -21056806.000000 Penalty: 6020.024414
	Iteration 5F: 3 clusters Score -2.105681e+07 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98124 members 
Mstep: Class 2 contains 88555 members 
Entering Unmasked Estep 
Score: -21065874.000000 Penalty: 6020.024414
	Iteration 6F: 3 clusters Score -2.106587e+07 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98062 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -21074282.000000 Penalty: 6020.024414
	Iteration 7F: 3 clusters Score -2.107428e+07 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97726 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -21080166.000000 Penalty: 6020.024414
	Iteration 8F: 3 clusters Score -2.108017e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97440 members 
Mstep: Class 2 contains 89239 members 
Entering Unmasked Estep 
Score: -21082690.000000 Penalty: 6020.024414
	Iteration 9Q: 3 clusters Score -2.108269e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -21083614.000000 Penalty: 6020.024414
	Iteration 10Q: 3 clusters Score -2.108361e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97077 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -21083972.000000 Penalty: 6020.024414
	Iteration 11Q: 3 clusters Score -2.108397e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96925 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -21084280.000000 Penalty: 6020.024414
	Iteration 12Q: 3 clusters Score -2.108428e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -21084486.000000 Penalty: 6020.024414
	Iteration 13Q: 3 clusters Score -2.108449e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 90038 members 
Entering Unmasked Estep 
Score: -21084734.000000 Penalty: 6020.024414
	Iteration 14Q: 3 clusters Score -2.108473e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 90236 members 
Entering Unmasked Estep 
Score: -21084910.000000 Penalty: 6020.024414
	Iteration 15Q: 3 clusters Score -2.108491e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96298 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -21085014.000000 Penalty: 6020.024414
	Iteration 16Q: 3 clusters Score -2.108501e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96189 members 
Mstep: Class 2 contains 90490 members 
Entering Unmasked Estep 
Score: -21085130.000000 Penalty: 6020.024414
	Iteration 17Q: 3 clusters Score -2.108513e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96105 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -21085272.000000 Penalty: 6020.024414
	Iteration 18Q: 3 clusters Score -2.108527e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95950 members 
Mstep: Class 2 contains 90729 members 
Entering Unmasked Estep 
Score: -21085364.000000 Penalty: 6020.024414
	Iteration 19Q: 3 clusters Score -2.108536e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95842 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -21085462.000000 Penalty: 6020.024414
	Iteration 20F: 3 clusters Score -2.108546e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 90967 members 
Entering Unmasked Estep 
Score: -21085514.000000 Penalty: 6020.024414
	Iteration 21Q: 3 clusters Score -2.108551e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95519 members 
Mstep: Class 2 contains 91160 members 
Entering Unmasked Estep 
Score: -21085578.000000 Penalty: 6020.024414
	Iteration 22Q: 3 clusters Score -2.108558e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -21085774.000000 Penalty: 6020.024414
	Iteration 23Q: 3 clusters Score -2.108577e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 91664 members 
Entering Unmasked Estep 
Score: -21085850.000000 Penalty: 6020.024414
	Iteration 24Q: 3 clusters Score -2.108585e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94716 members 
Mstep: Class 2 contains 91963 members 
Entering Unmasked Estep 
Score: -21085960.000000 Penalty: 6020.024414
	Iteration 25Q: 3 clusters Score -2.108596e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 92298 members 
Entering Unmasked Estep 
Score: -21086050.000000 Penalty: 6020.024414
	Iteration 26Q: 3 clusters Score -2.108605e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 92667 members 
Entering Unmasked Estep 
Score: -21086116.000000 Penalty: 6020.024414
	Iteration 27Q: 3 clusters Score -2.108612e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -21086206.000000 Penalty: 6020.024414
	Iteration 28Q: 3 clusters Score -2.108621e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -21086242.000000 Penalty: 6020.024414
	Iteration 29Q: 3 clusters Score -2.108624e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92817 members 
Mstep: Class 2 contains 93862 members 
Entering Unmasked Estep 
Score: -21086272.000000 Penalty: 6020.024414
	Iteration 30Q: 3 clusters Score -2.108627e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 94291 members 
Entering Unmasked Estep 
Score: -21086332.000000 Penalty: 6020.024414
	Iteration 31Q: 3 clusters Score -2.108633e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -21086426.000000 Penalty: 6020.024414
	Iteration 32Q: 3 clusters Score -2.108643e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -21086528.000000 Penalty: 6020.024414
	Iteration 33Q: 3 clusters Score -2.108653e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90907 members 
Mstep: Class 2 contains 95772 members 
Entering Unmasked Estep 
Score: -21086570.000000 Penalty: 6020.024414
	Iteration 34Q: 3 clusters Score -2.108657e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 96389 members 
Entering Unmasked Estep 
Score: -21086688.000000 Penalty: 6020.024414
	Iteration 35Q: 3 clusters Score -2.108669e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 97025 members 
Entering Unmasked Estep 
Score: -21086738.000000 Penalty: 6020.024414
	Iteration 36Q: 3 clusters Score -2.108674e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 97669 members 
Entering Unmasked Estep 
Score: -21086832.000000 Penalty: 6020.024414
	Iteration 37Q: 3 clusters Score -2.108683e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 98372 members 
Entering Unmasked Estep 
Score: -21086958.000000 Penalty: 6020.024414
	Iteration 38Q: 3 clusters Score -2.108696e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87540 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -21086944.000000 Penalty: 6020.024414
	Iteration 39Q: 3 clusters Score -2.108694e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 99954 members 
Entering Unmasked Estep 
Score: -21087016.000000 Penalty: 6020.024414
	Iteration 40F: 3 clusters Score -2.108702e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85841 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -21087062.000000 Penalty: 6020.024414
	Iteration 41Q: 3 clusters Score -2.108706e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 101792 members 
Entering Unmasked Estep 
Score: -21087106.000000 Penalty: 6020.024414
	Iteration 42Q: 3 clusters Score -2.108711e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83871 members 
Mstep: Class 2 contains 102808 members 
Entering Unmasked Estep 
Score: -21087354.000000 Penalty: 6020.024414
	Iteration 43Q: 3 clusters Score -2.108735e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82759 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -21087510.000000 Penalty: 6020.024414
	Iteration 44Q: 3 clusters Score -2.108751e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81498 members 
Mstep: Class 2 contains 105181 members 
Entering Unmasked Estep 
Score: -21087738.000000 Penalty: 6020.024414
	Iteration 45Q: 3 clusters Score -2.108774e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80155 members 
Mstep: Class 2 contains 106524 members 
Entering Unmasked Estep 
Score: -21088096.000000 Penalty: 6020.024414
	Iteration 46Q: 3 clusters Score -2.10881e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 108014 members 
Entering Unmasked Estep 
Score: -21088588.000000 Penalty: 6020.024414
	Iteration 47Q: 3 clusters Score -2.108859e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -21089092.000000 Penalty: 6020.024414
	Iteration 48Q: 3 clusters Score -2.108909e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75365 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
Score: -21089566.000000 Penalty: 6020.024414
	Iteration 49Q: 3 clusters Score -2.108957e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 113051 members 
Entering Unmasked Estep 
Score: -21090158.000000 Penalty: 6020.024414
	Iteration 50Q: 3 clusters Score -2.109016e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71813 members 
Mstep: Class 2 contains 114866 members 
Entering Unmasked Estep 
Score: -21090758.000000 Penalty: 6020.024414
	Iteration 51Q: 3 clusters Score -2.109076e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 116705 members 
Entering Unmasked Estep 
Score: -21091272.000000 Penalty: 6020.024414
	Iteration 52Q: 3 clusters Score -2.109127e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 118567 members 
Entering Unmasked Estep 
Score: -21091816.000000 Penalty: 6020.024414
	Iteration 53Q: 3 clusters Score -2.109182e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 120375 members 
Entering Unmasked Estep 
Score: -21092348.000000 Penalty: 6020.024414
	Iteration 54Q: 3 clusters Score -2.109235e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 122184 members 
Entering Unmasked Estep 
Score: -21092842.000000 Penalty: 6020.024414
	Iteration 55Q: 3 clusters Score -2.109284e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 123982 members 
Entering Unmasked Estep 
Score: -21093248.000000 Penalty: 6020.024414
	Iteration 56Q: 3 clusters Score -2.109325e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 125704 members 
Entering Unmasked Estep 
Score: -21093668.000000 Penalty: 6020.024414
	Iteration 57Q: 3 clusters Score -2.109367e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 127372 members 
Entering Unmasked Estep 
Score: -21093986.000000 Penalty: 6020.024414
	Iteration 58Q: 3 clusters Score -2.109399e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 129037 members 
Entering Unmasked Estep 
Score: -21094242.000000 Penalty: 6020.024414
	Iteration 59Q: 3 clusters Score -2.109424e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 130766 members 
Entering Unmasked Estep 
Score: -21094594.000000 Penalty: 6020.024414
	Iteration 60F: 3 clusters Score -2.109459e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 132471 members 
Entering Unmasked Estep 
Score: -21094904.000000 Penalty: 6020.024414
	Iteration 61Q: 3 clusters Score -2.10949e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 134214 members 
Entering Unmasked Estep 
Score: -21095128.000000 Penalty: 6020.024414
	Iteration 62Q: 3 clusters Score -2.109513e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 135875 members 
Entering Unmasked Estep 
Score: -21095474.000000 Penalty: 6020.024414
	Iteration 63Q: 3 clusters Score -2.109547e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 137563 members 
Entering Unmasked Estep 
Score: -21095794.000000 Penalty: 6020.024414
	Iteration 64Q: 3 clusters Score -2.109579e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 139282 members 
Entering Unmasked Estep 
Score: -21096044.000000 Penalty: 6020.024414
	Iteration 65Q: 3 clusters Score -2.109604e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 140986 members 
Entering Unmasked Estep 
Score: -21096276.000000 Penalty: 6020.024414
	Iteration 66Q: 3 clusters Score -2.109628e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 142715 members 
Entering Unmasked Estep 
Score: -21096806.000000 Penalty: 6020.024414
	Iteration 67Q: 3 clusters Score -2.109681e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 144508 members 
Entering Unmasked Estep 
Score: -21097198.000000 Penalty: 6020.024414
	Iteration 68Q: 3 clusters Score -2.10972e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 146270 members 
Entering Unmasked Estep 
Score: -21097528.000000 Penalty: 6020.024414
	Iteration 69Q: 3 clusters Score -2.109753e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 147948 members 
Entering Unmasked Estep 
Score: -21097880.000000 Penalty: 6020.024414
	Iteration 70Q: 3 clusters Score -2.109788e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 149645 members 
Entering Unmasked Estep 
Score: -21098354.000000 Penalty: 6020.024414
	Iteration 71Q: 3 clusters Score -2.109835e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 151284 members 
Entering Unmasked Estep 
Score: -21098870.000000 Penalty: 6020.024414
	Iteration 72Q: 3 clusters Score -2.109887e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 152840 members 
Entering Unmasked Estep 
Score: -21099198.000000 Penalty: 6020.024414
	Iteration 73Q: 3 clusters Score -2.10992e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 154444 members 
Entering Unmasked Estep 
Score: -21099468.000000 Penalty: 6020.024414
	Iteration 74Q: 3 clusters Score -2.109947e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 156045 members 
Entering Unmasked Estep 
Score: -21099864.000000 Penalty: 6020.024414
	Iteration 75Q: 3 clusters Score -2.109986e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 157586 members 
Entering Unmasked Estep 
Score: -21100184.000000 Penalty: 6020.024414
	Iteration 76Q: 3 clusters Score -2.110018e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 159145 members 
Entering Unmasked Estep 
Score: -21100602.000000 Penalty: 6020.024414
	Iteration 77Q: 3 clusters Score -2.11006e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 160656 members 
Entering Unmasked Estep 
Score: -21101058.000000 Penalty: 6020.024414
	Iteration 78Q: 3 clusters Score -2.110106e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 162105 members 
Entering Unmasked Estep 
Score: -21101438.000000 Penalty: 6020.024414
	Iteration 79Q: 3 clusters Score -2.110144e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 163525 members 
Entering Unmasked Estep 
Score: -21101806.000000 Penalty: 6020.024414
	Iteration 80F: 3 clusters Score -2.110181e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 164876 members 
Entering Unmasked Estep 
Score: -21102168.000000 Penalty: 6020.024414
	Iteration 81Q: 3 clusters Score -2.110217e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 166184 members 
Entering Unmasked Estep 
Score: -21102494.000000 Penalty: 6020.024414
	Iteration 82Q: 3 clusters Score -2.110249e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 167445 members 
Entering Unmasked Estep 
Score: -21102728.000000 Penalty: 6020.024414
	Iteration 83Q: 3 clusters Score -2.110273e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 168602 members 
Entering Unmasked Estep 
Score: -21103058.000000 Penalty: 6020.024414
	Iteration 84Q: 3 clusters Score -2.110306e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 169742 members 
Entering Unmasked Estep 
Score: -21103358.000000 Penalty: 6020.024414
	Iteration 85Q: 3 clusters Score -2.110336e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 170794 members 
Entering Unmasked Estep 
Score: -21103750.000000 Penalty: 6020.024414
	Iteration 86Q: 3 clusters Score -2.110375e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 171789 members 
Entering Unmasked Estep 
Score: -21104004.000000 Penalty: 6020.024414
	Iteration 87Q: 3 clusters Score -2.1104e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 172731 members 
Entering Unmasked Estep 
Score: -21104172.000000 Penalty: 6020.024414
	Iteration 88Q: 3 clusters Score -2.110417e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 173597 members 
Entering Unmasked Estep 
Score: -21104500.000000 Penalty: 6020.024414
	Iteration 89Q: 3 clusters Score -2.11045e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 174406 members 
Entering Unmasked Estep 
Score: -21104738.000000 Penalty: 6020.024414
	Iteration 90Q: 3 clusters Score -2.110474e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 175186 members 
Entering Unmasked Estep 
Score: -21104958.000000 Penalty: 6020.024414
	Iteration 91Q: 3 clusters Score -2.110496e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 175930 members 
Entering Unmasked Estep 
Score: -21105240.000000 Penalty: 6020.024414
	Iteration 92Q: 3 clusters Score -2.110524e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 176587 members 
Entering Unmasked Estep 
Score: -21105348.000000 Penalty: 6020.024414
	Iteration 93Q: 3 clusters Score -2.110535e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 177203 members 
Entering Unmasked Estep 
Score: -21105536.000000 Penalty: 6020.024414
	Iteration 94Q: 3 clusters Score -2.110554e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 177746 members 
Entering Unmasked Estep 
Score: -21105704.000000 Penalty: 6020.024414
	Iteration 95Q: 3 clusters Score -2.11057e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 178252 members 
Entering Unmasked Estep 
Score: -21105874.000000 Penalty: 6020.024414
	Iteration 96Q: 3 clusters Score -2.110587e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 178693 members 
Entering Unmasked Estep 
Score: -21106010.000000 Penalty: 6020.024414
	Iteration 97Q: 3 clusters Score -2.110601e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 179101 members 
Entering Unmasked Estep 
Score: -21106090.000000 Penalty: 6020.024414
	Iteration 98Q: 3 clusters Score -2.110609e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 179518 members 
Entering Unmasked Estep 
Score: -21106180.000000 Penalty: 6020.024414
	Iteration 99Q: 3 clusters Score -2.110618e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 179898 members 
Entering Unmasked Estep 
Score: -21106256.000000 Penalty: 6020.024414
	Iteration 100F: 3 clusters Score -2.110626e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 180260 members 
Entering Unmasked Estep 
Score: -21106384.000000 Penalty: 6020.024414
	Iteration 101Q: 3 clusters Score -2.110638e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 180609 members 
Entering Unmasked Estep 
Score: -21106484.000000 Penalty: 6020.024414
	Iteration 102Q: 3 clusters Score -2.110648e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 180944 members 
Entering Unmasked Estep 
Score: -21106610.000000 Penalty: 6020.024414
	Iteration 103Q: 3 clusters Score -2.110661e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 181279 members 
Entering Unmasked Estep 
Score: -21106718.000000 Penalty: 6020.024414
	Iteration 104Q: 3 clusters Score -2.110672e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 181576 members 
Entering Unmasked Estep 
Score: -21106810.000000 Penalty: 6020.024414
	Iteration 105Q: 3 clusters Score -2.110681e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 181842 members 
Entering Unmasked Estep 
Score: -21106932.000000 Penalty: 6020.024414
	Iteration 106Q: 3 clusters Score -2.110693e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 182086 members 
Entering Unmasked Estep 
Score: -21107060.000000 Penalty: 6020.024414
	Iteration 107Q: 3 clusters Score -2.110706e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 182329 members 
Entering Unmasked Estep 
Score: -21107142.000000 Penalty: 6020.024414
	Iteration 108Q: 3 clusters Score -2.110714e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 182548 members 
Entering Unmasked Estep 
Score: -21107214.000000 Penalty: 6020.024414
	Iteration 109Q: 3 clusters Score -2.110721e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 182733 members 
Entering Unmasked Estep 
Score: -21107298.000000 Penalty: 6020.024414
	Iteration 110Q: 3 clusters Score -2.11073e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 182888 members 
Entering Unmasked Estep 
Score: -21107380.000000 Penalty: 6020.024414
	Iteration 111Q: 3 clusters Score -2.110738e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 183022 members 
Entering Unmasked Estep 
Score: -21107380.000000 Penalty: 6020.024414
	Iteration 112Q: 3 clusters Score -2.110738e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 183149 members 
Entering Unmasked Estep 
Score: -21107466.000000 Penalty: 6020.024414
	Iteration 113Q: 3 clusters Score -2.110747e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 183262 members 
Entering Unmasked Estep 
Score: -21107506.000000 Penalty: 6020.024414
	Iteration 114Q: 3 clusters Score -2.110751e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 183361 members 
Entering Unmasked Estep 
Score: -21107532.000000 Penalty: 6020.024414
	Iteration 115Q: 3 clusters Score -2.110753e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 183450 members 
Entering Unmasked Estep 
Score: -21107530.000000 Penalty: 6020.024414
	Iteration 116Q: 3 clusters Score -2.110753e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 183535 members 
Entering Unmasked Estep 
Score: -21107518.000000 Penalty: 6020.024414
	Iteration 117Q: 3 clusters Score -2.110752e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 183615 members 
Entering Unmasked Estep 
Score: -21107534.000000 Penalty: 6020.024414
	Iteration 118Q: 3 clusters Score -2.110753e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 183675 members 
Entering Unmasked Estep 
Score: -21107520.000000 Penalty: 6020.024414
	Iteration 119Q: 3 clusters Score -2.110752e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 183727 members 
Entering Unmasked Estep 
Score: -21107522.000000 Penalty: 6020.024414
	Iteration 120F: 3 clusters Score -2.110752e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 183764 members 
Entering Unmasked Estep 
Score: -21107522.000000 Penalty: 6020.024414
	Iteration 121Q: 3 clusters Score -2.110752e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 183798 members 
Entering Unmasked Estep 
Score: -21107494.000000 Penalty: 6020.024414
	Iteration 122Q: 3 clusters Score -2.110749e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 183836 members 
Entering Unmasked Estep 
Score: -21107500.000000 Penalty: 6020.024414
	Iteration 123Q: 3 clusters Score -2.11075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 183864 members 
Entering Unmasked Estep 
Score: -21107502.000000 Penalty: 6020.024414
	Iteration 124Q: 3 clusters Score -2.11075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 183890 members 
Entering Unmasked Estep 
Score: -21107526.000000 Penalty: 6020.024414
	Iteration 125Q: 3 clusters Score -2.110753e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 183911 members 
Entering Unmasked Estep 
Score: -21107518.000000 Penalty: 6020.024414
	Iteration 126Q: 3 clusters Score -2.110752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 183935 members 
Entering Unmasked Estep 
Score: -21107522.000000 Penalty: 6020.024414
	Iteration 127Q: 3 clusters Score -2.110752e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 183964 members 
Entering Unmasked Estep 
Score: -21107504.000000 Penalty: 6020.024414
	Iteration 128Q: 3 clusters Score -2.11075e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 183984 members 
Entering Unmasked Estep 
Score: -21107512.000000 Penalty: 6020.024414
	Iteration 129Q: 3 clusters Score -2.110751e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 184002 members 
Entering Unmasked Estep 
Score: -21107528.000000 Penalty: 6020.024414
	Iteration 130Q: 3 clusters Score -2.110753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 184024 members 
Entering Unmasked Estep 
Score: -21107520.000000 Penalty: 6020.024414
	Iteration 131Q: 3 clusters Score -2.110752e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 184049 members 
Entering Unmasked Estep 
Score: -21107544.000000 Penalty: 6020.024414
	Iteration 132Q: 3 clusters Score -2.110754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 184067 members 
Entering Unmasked Estep 
Score: -21107566.000000 Penalty: 6020.024414
	Iteration 133Q: 3 clusters Score -2.110757e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 184090 members 
Entering Unmasked Estep 
Score: -21107552.000000 Penalty: 6020.024414
	Iteration 134Q: 3 clusters Score -2.110755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 184111 members 
Entering Unmasked Estep 
Score: -21107564.000000 Penalty: 6020.024414
	Iteration 135Q: 3 clusters Score -2.110756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 184132 members 
Entering Unmasked Estep 
Score: -21107558.000000 Penalty: 6020.024414
	Iteration 136Q: 3 clusters Score -2.110756e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 184155 members 
Entering Unmasked Estep 
Score: -21107556.000000 Penalty: 6020.024414
	Iteration 137Q: 3 clusters Score -2.110756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 184171 members 
Entering Unmasked Estep 
Score: -21107566.000000 Penalty: 6020.024414
	Iteration 138Q: 3 clusters Score -2.110757e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 184191 members 
Entering Unmasked Estep 
Score: -21107544.000000 Penalty: 6020.024414
	Iteration 139Q: 3 clusters Score -2.110754e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 184213 members 
Entering Unmasked Estep 
Score: -21107552.000000 Penalty: 6020.024414
	Iteration 140F: 3 clusters Score -2.110755e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 184238 members 
Entering Unmasked Estep 
Score: -21107566.000000 Penalty: 6020.024414
	Iteration 141Q: 3 clusters Score -2.110757e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 184261 members 
Entering Unmasked Estep 
Score: -21107590.000000 Penalty: 6020.024414
	Iteration 142Q: 3 clusters Score -2.110759e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 184279 members 
Entering Unmasked Estep 
Score: -21107586.000000 Penalty: 6020.024414
	Iteration 143Q: 3 clusters Score -2.110759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 184291 members 
Entering Unmasked Estep 
Score: -21107580.000000 Penalty: 6020.024414
	Iteration 144Q: 3 clusters Score -2.110758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 184305 members 
Entering Unmasked Estep 
Score: -21107570.000000 Penalty: 6020.024414
	Iteration 145Q: 3 clusters Score -2.110757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 184313 members 
Entering Unmasked Estep 
Score: -21107602.000000 Penalty: 6020.024414
	Iteration 146Q: 3 clusters Score -2.11076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 184322 members 
Entering Unmasked Estep 
Score: -21107606.000000 Penalty: 6020.024414
	Iteration 147Q: 3 clusters Score -2.110761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 184333 members 
Entering Unmasked Estep 
Score: -21107598.000000 Penalty: 6020.024414
	Iteration 148Q: 3 clusters Score -2.11076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 184340 members 
Entering Unmasked Estep 
Score: -21107598.000000 Penalty: 6020.024414
	Iteration 149Q: 3 clusters Score -2.11076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 184348 members 
Entering Unmasked Estep 
Score: -21107604.000000 Penalty: 6020.024414
	Iteration 150Q: 3 clusters Score -2.11076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 184356 members 
Entering Unmasked Estep 
Score: -21107582.000000 Penalty: 6020.024414
	Iteration 151Q: 3 clusters Score -2.110758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 184361 members 
Entering Unmasked Estep 
Score: -21107580.000000 Penalty: 6020.024414
	Iteration 152Q: 3 clusters Score -2.110758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 184364 members 
Entering Unmasked Estep 
Score: -21107594.000000 Penalty: 6020.024414
	Iteration 153Q: 3 clusters Score -2.110759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 184367 members 
Entering Unmasked Estep 
Score: -21107590.000000 Penalty: 6020.024414
	Iteration 154Q: 3 clusters Score -2.110759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 184375 members 
Entering Unmasked Estep 
Score: -21107598.000000 Penalty: 6020.024414
	Iteration 155Q: 3 clusters Score -2.11076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 184382 members 
Entering Unmasked Estep 
Score: -21107602.000000 Penalty: 6020.024414
	Iteration 156Q: 3 clusters Score -2.11076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 184390 members 
Entering Unmasked Estep 
Score: -21107590.000000 Penalty: 6020.024414
	Iteration 157Q: 3 clusters Score -2.110759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 184398 members 
Entering Unmasked Estep 
Score: -21107606.000000 Penalty: 6020.024414
	Iteration 158Q: 3 clusters Score -2.110761e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 184416 members 
Entering Unmasked Estep 
Score: -21107606.000000 Penalty: 6020.024414
	Iteration 159Q: 3 clusters Score -2.110761e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 184438 members 
Entering Unmasked Estep 
Score: -21107636.000000 Penalty: 6020.024414
	Iteration 160F: 3 clusters Score -2.110764e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 184461 members 
Entering Unmasked Estep 
Score: -21107622.000000 Penalty: 6020.024414
	Iteration 161Q: 3 clusters Score -2.110762e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 184483 members 
Entering Unmasked Estep 
Score: -21107620.000000 Penalty: 6020.024414
	Iteration 162Q: 3 clusters Score -2.110762e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 184502 members 
Entering Unmasked Estep 
Score: -21107618.000000 Penalty: 6020.024414
	Iteration 163Q: 3 clusters Score -2.110762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 184511 members 
Entering Unmasked Estep 
Score: -21107612.000000 Penalty: 6020.024414
	Iteration 164Q: 3 clusters Score -2.110761e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 184527 members 
Entering Unmasked Estep 
Score: -21107620.000000 Penalty: 6020.024414
	Iteration 165Q: 3 clusters Score -2.110762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 184541 members 
Entering Unmasked Estep 
Score: -21107618.000000 Penalty: 6020.024414
	Iteration 166Q: 3 clusters Score -2.110762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 184555 members 
Entering Unmasked Estep 
Score: -21107620.000000 Penalty: 6020.024414
	Iteration 167Q: 3 clusters Score -2.110762e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 184567 members 
Entering Unmasked Estep 
Score: -21107664.000000 Penalty: 6020.024414
	Iteration 168Q: 3 clusters Score -2.110766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 184579 members 
Entering Unmasked Estep 
Score: -21107660.000000 Penalty: 6020.024414
	Iteration 169Q: 3 clusters Score -2.110766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 184592 members 
Entering Unmasked Estep 
Score: -21107652.000000 Penalty: 6020.024414
	Iteration 170Q: 3 clusters Score -2.110765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 184603 members 
Entering Unmasked Estep 
Score: -21107658.000000 Penalty: 6020.024414
	Iteration 171Q: 3 clusters Score -2.110766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 184611 members 
Entering Unmasked Estep 
Score: -21107656.000000 Penalty: 6020.024414
	Iteration 172Q: 3 clusters Score -2.110766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 184618 members 
Entering Unmasked Estep 
Score: -21107652.000000 Penalty: 6020.024414
	Iteration 173Q: 3 clusters Score -2.110765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 184626 members 
Entering Unmasked Estep 
Score: -21107650.000000 Penalty: 6020.024414
	Iteration 174Q: 3 clusters Score -2.110765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 184634 members 
Entering Unmasked Estep 
Score: -21107626.000000 Penalty: 6020.024414
	Iteration 175Q: 3 clusters Score -2.110763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 184642 members 
Entering Unmasked Estep 
Score: -21107636.000000 Penalty: 6020.024414
	Iteration 176Q: 3 clusters Score -2.110764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 184650 members 
Entering Unmasked Estep 
Score: -21107620.000000 Penalty: 6020.024414
	Iteration 177Q: 3 clusters Score -2.110762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 184660 members 
Entering Unmasked Estep 
Score: -21107638.000000 Penalty: 6020.024414
	Iteration 178Q: 3 clusters Score -2.110764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 184664 members 
Entering Unmasked Estep 
Score: -21107634.000000 Penalty: 6020.024414
	Iteration 179Q: 3 clusters Score -2.110763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 184665 members 
Entering Unmasked Estep 
Score: -21107638.000000 Penalty: 6020.024414
	Iteration 180F: 3 clusters Score -2.110764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 184668 members 
Entering Unmasked Estep 
Score: -21107624.000000 Penalty: 6020.024414
	Iteration 181Q: 3 clusters Score -2.110762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 184670 members 
Entering Unmasked Estep 
Score: -21107632.000000 Penalty: 6020.024414
	Iteration 182Q: 3 clusters Score -2.110763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 184672 members 
Entering Unmasked Estep 
Score: -21107628.000000 Penalty: 6020.024414
	Iteration 183Q: 3 clusters Score -2.110763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 184672 members 
Entering Unmasked Estep 
Score: -21107628.000000 Penalty: 6020.024414
	Iteration 184F: 3 clusters Score -2.110763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -152731.921875 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -152731.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -150530.015625 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -150530 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -150884.375000 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -150884.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -151017.968750 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -151018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -151085.828125 Penalty: 3584.560303
	Iteration 3Q: 3 clusters Score -151085.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -151132.234375 Penalty: 3584.560303
	Iteration 4Q: 3 clusters Score -151132.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -151161.437500 Penalty: 3584.560303
	Iteration 5Q: 3 clusters Score -151161.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -151218.359375 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -151218.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -151278.343750 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -151278.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -151315.296875 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -151315.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -151331.703125 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -151331.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -151346.718750 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -151346.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -151351.015625 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -151351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -151357.156250 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -151357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -151362.234375 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -151362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -151363.421875 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -151363.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -151364.203125 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -151364.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -151364.203125 Penalty: 3584.560303
	Iteration 16F: 3 clusters Score -151364.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -122842.039062 Penalty: 1778.951538
	Iteration 0F: 2 clusters Score -122842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -120773.664062 Penalty: 3557.903076
	Iteration 0F: 3 clusters Score -120773.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -121419.054688 Penalty: 3557.903076
	Iteration 1F: 3 clusters Score -121419.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -121823.242188 Penalty: 3557.903076
	Iteration 2F: 3 clusters Score -121823.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122268.031250 Penalty: 3557.903076
	Iteration 3F: 3 clusters Score -122268 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122586.039062 Penalty: 3557.903076
	Iteration 4F: 3 clusters Score -122586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -122852.804688 Penalty: 3557.903076
	Iteration 5F: 3 clusters Score -122852.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -123035.242188 Penalty: 3557.903076
	Iteration 6Q: 3 clusters Score -123035.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -123116.125000 Penalty: 3557.903076
	Iteration 7Q: 3 clusters Score -123116.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -123166.648438 Penalty: 3557.903076
	Iteration 8Q: 3 clusters Score -123166.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -123190.539062 Penalty: 3557.903076
	Iteration 9Q: 3 clusters Score -123190.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -123210.062500 Penalty: 3557.903076
	Iteration 10Q: 3 clusters Score -123210.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -123227.781250 Penalty: 3557.903076
	Iteration 11Q: 3 clusters Score -123227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -123239.367188 Penalty: 3557.903076
	Iteration 12Q: 3 clusters Score -123239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -123240.789062 Penalty: 3557.903076
	Iteration 13Q: 3 clusters Score -123240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -123240.789062 Penalty: 3557.903076
	Iteration 14F: 3 clusters Score -123240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 186679 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 746 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4303 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17410 members 
Mstep: Class 15 contains 243746 members 
Mstep: Class 16 contains 17601 members 
Mstep: Class 17 contains 44827 members 
Mstep: Class 18 contains 51941 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 2259 members 
Mstep: Class 21 contains 19819 members 
Entering Unmasked Estep 
Score: -70766616.000000 Penalty: 66254.992188
Splitting cluster 4 changes total score from -70767736.000000 to -70766616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -74033.156250 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -74033.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72330.304688 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -72330.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72518.226562 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -72518.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72572.492188 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -72572.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72586.750000 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -72586.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72593.968750 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -72593.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72596.945312 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -72596.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72600.148438 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -72600.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72604.843750 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -72604.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72609.328125 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -72609.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72612.460938 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -72612.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72612.460938 Penalty: 3227.609619
	Iteration 10F: 3 clusters Score -72612.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -100254.070312 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -100254.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -98284.195312 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -98284.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -98730.210938 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -98730.21 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -98932.546875 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -98932.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -99049.484375 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -99049.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -99197.765625 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -99197.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -99372.867188 Penalty: 3440.907715
	Iteration 5F: 3 clusters Score -99372.87 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -99613.859375 Penalty: 3440.907715
	Iteration 6F: 3 clusters Score -99613.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -99847.273438 Penalty: 3440.907715
	Iteration 7F: 3 clusters Score -99847.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -100000.398438 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -100000.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100082.804688 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -100082.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -100118.523438 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -100118.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -100151.679688 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -100151.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -100162.437500 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -100162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -100168.281250 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -100168.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -100172.632812 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -100172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -100176.046875 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -100176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -100182.695312 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -100182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -100186.390625 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -100186.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -100186.390625 Penalty: 3440.907715
	Iteration 18F: 3 clusters Score -100186.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Entering Unmasked Estep 
Score: -2444676.750000 Penalty: 2470.410400
	Iteration 0F: 2 clusters Score -2444677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2429742.000000 Penalty: 4940.820801
	Iteration 0F: 3 clusters Score -2429742 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2434831.000000 Penalty: 4940.820801
	Iteration 1F: 3 clusters Score -2434831 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2435203.500000 Penalty: 4940.820801
	Iteration 2F: 3 clusters Score -2435204 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2435452.250000 Penalty: 4940.820801
	Iteration 3Q: 3 clusters Score -2435452 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2435669.750000 Penalty: 4940.820801
	Iteration 4Q: 3 clusters Score -2435670 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2435903.250000 Penalty: 4940.820801
	Iteration 5Q: 3 clusters Score -2435903 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2436136.250000 Penalty: 4940.820801
	Iteration 6Q: 3 clusters Score -2436136 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2436440.500000 Penalty: 4940.820801
	Iteration 7Q: 3 clusters Score -2436440 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2436832.250000 Penalty: 4940.820801
	Iteration 8Q: 3 clusters Score -2436832 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2437381.250000 Penalty: 4940.820801
	Iteration 9Q: 3 clusters Score -2437381 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2438074.000000 Penalty: 4940.820801
	Iteration 10F: 3 clusters Score -2438074 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2438942.000000 Penalty: 4940.820801
	Iteration 11F: 3 clusters Score -2438942 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2439934.750000 Penalty: 4940.820801
	Iteration 12F: 3 clusters Score -2439935 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2440941.750000 Penalty: 4940.820801
	Iteration 13F: 3 clusters Score -2440942 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2441612.750000 Penalty: 4940.820801
	Iteration 14Q: 3 clusters Score -2441613 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2442002.500000 Penalty: 4940.820801
	Iteration 15Q: 3 clusters Score -2442002 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2442258.500000 Penalty: 4940.820801
	Iteration 16Q: 3 clusters Score -2442258 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2442386.750000 Penalty: 4940.820801
	Iteration 17Q: 3 clusters Score -2442387 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2442477.750000 Penalty: 4940.820801
	Iteration 18Q: 3 clusters Score -2442478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2442529.000000 Penalty: 4940.820801
	Iteration 19Q: 3 clusters Score -2442529 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2442570.500000 Penalty: 4940.820801
	Iteration 20F: 3 clusters Score -2442570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2442597.750000 Penalty: 4940.820801
	Iteration 21Q: 3 clusters Score -2442598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2442621.500000 Penalty: 4940.820801
	Iteration 22Q: 3 clusters Score -2442622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2442630.500000 Penalty: 4940.820801
	Iteration 23Q: 3 clusters Score -2442630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2442631.000000 Penalty: 4940.820801
	Iteration 24Q: 3 clusters Score -2442631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2442634.250000 Penalty: 4940.820801
	Iteration 25Q: 3 clusters Score -2442634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2442631.750000 Penalty: 4940.820801
	Iteration 26Q: 3 clusters Score -2442632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2442634.000000 Penalty: 4940.820801
	Iteration 27Q: 3 clusters Score -2442634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2442632.750000 Penalty: 4940.820801
	Iteration 28Q: 3 clusters Score -2442633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2442635.250000 Penalty: 4940.820801
	Iteration 29Q: 3 clusters Score -2442635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2442641.250000 Penalty: 4940.820801
	Iteration 30Q: 3 clusters Score -2442641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2442645.500000 Penalty: 4940.820801
	Iteration 31Q: 3 clusters Score -2442646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2442645.750000 Penalty: 4940.820801
	Iteration 32Q: 3 clusters Score -2442646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2442644.250000 Penalty: 4940.820801
	Iteration 33Q: 3 clusters Score -2442644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2442644.250000 Penalty: 4940.820801
	Iteration 34F: 3 clusters Score -2442644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -100438.289062 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -100438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98556.664062 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -98556.66 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -98857.406250 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -98857.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -99022.898438 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -99022.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -99130.351562 Penalty: 3377.283447
	Iteration 3F: 3 clusters Score -99130.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -99181.507812 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -99181.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99216.523438 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -99216.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -99238.367188 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -99238.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -99252.171875 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -99252.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -99268.156250 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -99268.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -99282.078125 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -99282.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -99312.421875 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -99312.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -99340.875000 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -99340.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -99360.093750 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -99360.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -99369.359375 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -99369.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -99377.156250 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -99377.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -99377.710938 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -99377.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -99381.093750 Penalty: 3377.283447
	Iteration 16Q: 3 clusters Score -99381.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99383.742188 Penalty: 3377.283447
	Iteration 17Q: 3 clusters Score -99383.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -99384.687500 Penalty: 3377.283447
	Iteration 18Q: 3 clusters Score -99384.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -99384.687500 Penalty: 3377.283447
	Iteration 19F: 3 clusters Score -99384.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Entering Unmasked Estep 
Score: -469915.562500 Penalty: 2075.032715
	Iteration 0F: 2 clusters Score -469915.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -465800.187500 Penalty: 4150.065430
	Iteration 0F: 3 clusters Score -465800.2 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -466909.718750 Penalty: 4150.065430
	Iteration 1F: 3 clusters Score -466909.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -467319.250000 Penalty: 4150.065430
	Iteration 2F: 3 clusters Score -467319.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -467628.218750 Penalty: 4150.065430
	Iteration 3F: 3 clusters Score -467628.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -467805.875000 Penalty: 4150.065430
	Iteration 4F: 3 clusters Score -467805.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -467909.250000 Penalty: 4150.065430
	Iteration 5Q: 3 clusters Score -467909.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -468017.656250 Penalty: 4150.065430
	Iteration 6Q: 3 clusters Score -468017.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -468114.281250 Penalty: 4150.065430
	Iteration 7Q: 3 clusters Score -468114.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -468185.312500 Penalty: 4150.065430
	Iteration 8Q: 3 clusters Score -468185.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -468244.000000 Penalty: 4150.065430
	Iteration 9Q: 3 clusters Score -468244 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -468307.937500 Penalty: 4150.065430
	Iteration 10Q: 3 clusters Score -468307.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -468366.468750 Penalty: 4150.065430
	Iteration 11Q: 3 clusters Score -468366.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -468406.343750 Penalty: 4150.065430
	Iteration 12Q: 3 clusters Score -468406.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -468444.875000 Penalty: 4150.065430
	Iteration 13Q: 3 clusters Score -468444.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -468470.906250 Penalty: 4150.065430
	Iteration 14Q: 3 clusters Score -468470.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -468491.468750 Penalty: 4150.065430
	Iteration 15Q: 3 clusters Score -468491.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -468510.937500 Penalty: 4150.065430
	Iteration 16Q: 3 clusters Score -468510.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -468529.937500 Penalty: 4150.065430
	Iteration 17Q: 3 clusters Score -468529.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -468542.250000 Penalty: 4150.065430
	Iteration 18Q: 3 clusters Score -468542.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -468548.000000 Penalty: 4150.065430
	Iteration 19Q: 3 clusters Score -468548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -468553.781250 Penalty: 4150.065430
	Iteration 20F: 3 clusters Score -468553.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -468557.031250 Penalty: 4150.065430
	Iteration 21Q: 3 clusters Score -468557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -468557.843750 Penalty: 4150.065430
	Iteration 22Q: 3 clusters Score -468557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -468559.656250 Penalty: 4150.065430
	Iteration 23Q: 3 clusters Score -468559.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -468559.875000 Penalty: 4150.065430
	Iteration 24Q: 3 clusters Score -468559.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -468561.437500 Penalty: 4150.065430
	Iteration 25Q: 3 clusters Score -468561.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -468563.343750 Penalty: 4150.065430
	Iteration 26Q: 3 clusters Score -468563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -468564.156250 Penalty: 4150.065430
	Iteration 27Q: 3 clusters Score -468564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -468564.156250 Penalty: 4150.065430
	Iteration 28F: 3 clusters Score -468564.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -91927.914062 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -91927.91 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 398 members 
Entering Unmasked Estep 
Score: -90170.156250 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -90170.16 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90433.734375 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -90433.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -90523.148438 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -90523.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -90588.070312 Penalty: 3324.172363
	Iteration 3Q: 3 clusters Score -90588.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90635.648438 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -90635.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90654.632812 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -90654.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90671.937500 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -90671.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90678.164062 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -90678.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -90681.445312 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -90681.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -90682.531250 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -90682.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -90683.265625 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -90683.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -90685.343750 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -90685.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -90687.023438 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -90687.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -90689.820312 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -90689.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -90691.250000 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -90691.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -90693.984375 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -90693.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -90698.437500 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -90698.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -90701.812500 Penalty: 3324.172363
	Iteration 17Q: 3 clusters Score -90701.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -90705.828125 Penalty: 3324.172363
	Iteration 18Q: 3 clusters Score -90705.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -90708.242188 Penalty: 3324.172363
	Iteration 19Q: 3 clusters Score -90708.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -90708.242188 Penalty: 3324.172363
	Iteration 20F: 3 clusters Score -90708.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -37123.312500 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -37123.31 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 167 members 
Entering Unmasked Estep 
Score: -35801.218750 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -35801.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35963.359375 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -35963.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36007.984375 Penalty: 2929.059326
	Iteration 2Q: 3 clusters Score -36007.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36018.417969 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -36018.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36040.929688 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -36040.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36052.167969 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -36052.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36066.128906 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -36066.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36074.132812 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -36074.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36074.132812 Penalty: 2929.059326
	Iteration 8F: 3 clusters Score -36074.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Entering Unmasked Estep 
Score: -2018037.750000 Penalty: 2421.670410
	Iteration 0F: 2 clusters Score -2018038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2005553.375000 Penalty: 4843.340820
	Iteration 0F: 3 clusters Score -2005553 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2009488.250000 Penalty: 4843.340820
	Iteration 1F: 3 clusters Score -2009488 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2009807.875000 Penalty: 4843.340820
	Iteration 2F: 3 clusters Score -2009808 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2010100.500000 Penalty: 4843.340820
	Iteration 3Q: 3 clusters Score -2010100 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2010362.250000 Penalty: 4843.340820
	Iteration 4Q: 3 clusters Score -2010362 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2010708.125000 Penalty: 4843.340820
	Iteration 5Q: 3 clusters Score -2010708 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2011146.625000 Penalty: 4843.340820
	Iteration 6Q: 3 clusters Score -2011147 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2011668.000000 Penalty: 4843.340820
	Iteration 7Q: 3 clusters Score -2011668 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2012273.250000 Penalty: 4843.340820
	Iteration 8F: 3 clusters Score -2012273 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2012951.125000 Penalty: 4843.340820
	Iteration 9F: 3 clusters Score -2012951 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2013726.125000 Penalty: 4843.340820
	Iteration 10F: 3 clusters Score -2013726 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2014393.250000 Penalty: 4843.340820
	Iteration 11Q: 3 clusters Score -2014393 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2014895.375000 Penalty: 4843.340820
	Iteration 12Q: 3 clusters Score -2014895 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2015235.625000 Penalty: 4843.340820
	Iteration 13Q: 3 clusters Score -2015236 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2015474.625000 Penalty: 4843.340820
	Iteration 14Q: 3 clusters Score -2015475 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2015625.375000 Penalty: 4843.340820
	Iteration 15Q: 3 clusters Score -2015625 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2015730.125000 Penalty: 4843.340820
	Iteration 16Q: 3 clusters Score -2015730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2015807.250000 Penalty: 4843.340820
	Iteration 17Q: 3 clusters Score -2015807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2015849.375000 Penalty: 4843.340820
	Iteration 18Q: 3 clusters Score -2015849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2015883.125000 Penalty: 4843.340820
	Iteration 19Q: 3 clusters Score -2015883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2015907.250000 Penalty: 4843.340820
	Iteration 20F: 3 clusters Score -2015907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2015917.250000 Penalty: 4843.340820
	Iteration 21Q: 3 clusters Score -2015917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2015927.125000 Penalty: 4843.340820
	Iteration 22Q: 3 clusters Score -2015927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2015938.875000 Penalty: 4843.340820
	Iteration 23Q: 3 clusters Score -2015939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2015944.125000 Penalty: 4843.340820
	Iteration 24Q: 3 clusters Score -2015944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2015946.625000 Penalty: 4843.340820
	Iteration 25Q: 3 clusters Score -2015947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2015954.000000 Penalty: 4843.340820
	Iteration 26Q: 3 clusters Score -2015954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2015954.125000 Penalty: 4843.340820
	Iteration 27Q: 3 clusters Score -2015954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2015957.750000 Penalty: 4843.340820
	Iteration 28Q: 3 clusters Score -2015958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2015962.250000 Penalty: 4843.340820
	Iteration 29Q: 3 clusters Score -2015962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2015961.500000 Penalty: 4843.340820
	Iteration 30Q: 3 clusters Score -2015962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2015962.000000 Penalty: 4843.340820
	Iteration 31Q: 3 clusters Score -2015962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2015967.500000 Penalty: 4843.340820
	Iteration 32Q: 3 clusters Score -2015968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2015967.375000 Penalty: 4843.340820
	Iteration 33Q: 3 clusters Score -2015967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2015969.000000 Penalty: 4843.340820
	Iteration 34Q: 3 clusters Score -2015969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2015969.000000 Penalty: 4843.340820
	Iteration 35F: 3 clusters Score -2015969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (243746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243746 members 
Entering Unmasked Estep 
Score: -27767524.000000 Penalty: 3076.162842
	Iteration 0F: 2 clusters Score -2.776752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121881 members 
Mstep: Class 2 contains 121865 members 
Entering Unmasked Estep 
Score: -27610240.000000 Penalty: 6152.325684
	Iteration 0F: 3 clusters Score -2.761024e+07 nChanged 117596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121233 members 
Mstep: Class 2 contains 122513 members 
Entering Unmasked Estep 
Score: -27679318.000000 Penalty: 6152.325684
	Iteration 1F: 3 clusters Score -2.767932e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120512 members 
Mstep: Class 2 contains 123234 members 
Entering Unmasked Estep 
Score: -27680270.000000 Penalty: 6152.325684
	Iteration 2Q: 3 clusters Score -2.768027e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119625 members 
Mstep: Class 2 contains 124121 members 
Entering Unmasked Estep 
Score: -27681584.000000 Penalty: 6152.325684
	Iteration 3Q: 3 clusters Score -2.768158e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118284 members 
Mstep: Class 2 contains 125462 members 
Entering Unmasked Estep 
Score: -27682910.000000 Penalty: 6152.325684
	Iteration 4Q: 3 clusters Score -2.768291e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116455 members 
Mstep: Class 2 contains 127291 members 
Entering Unmasked Estep 
Score: -27685310.000000 Penalty: 6152.325684
	Iteration 5Q: 3 clusters Score -2.768531e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113787 members 
Mstep: Class 2 contains 129959 members 
Entering Unmasked Estep 
Score: -27688460.000000 Penalty: 6152.325684
	Iteration 6Q: 3 clusters Score -2.768846e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 133740 members 
Entering Unmasked Estep 
Score: -27693174.000000 Penalty: 6152.325684
	Iteration 7Q: 3 clusters Score -2.769317e+07 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 138570 members 
Entering Unmasked Estep 
Score: -27700962.000000 Penalty: 6152.325684
	Iteration 8F: 3 clusters Score -2.770096e+07 nChanged 14619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 143803 members 
Entering Unmasked Estep 
Score: -27711776.000000 Penalty: 6152.325684
	Iteration 9F: 3 clusters Score -2.771178e+07 nChanged 15760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95385 members 
Mstep: Class 2 contains 148361 members 
Entering Unmasked Estep 
Score: -27723272.000000 Penalty: 6152.325684
	Iteration 10F: 3 clusters Score -2.772327e+07 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91911 members 
Mstep: Class 2 contains 151835 members 
Entering Unmasked Estep 
Score: -27731382.000000 Penalty: 6152.325684
	Iteration 11F: 3 clusters Score -2.773138e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89196 members 
Mstep: Class 2 contains 154550 members 
Entering Unmasked Estep 
Score: -27734976.000000 Penalty: 6152.325684
	Iteration 12Q: 3 clusters Score -2.773498e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -27736386.000000 Penalty: 6152.325684
	Iteration 13Q: 3 clusters Score -2.773639e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 159409 members 
Entering Unmasked Estep 
Score: -27737070.000000 Penalty: 6152.325684
	Iteration 14Q: 3 clusters Score -2.773707e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 161689 members 
Entering Unmasked Estep 
Score: -27737776.000000 Penalty: 6152.325684
	Iteration 15Q: 3 clusters Score -2.773778e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 164074 members 
Entering Unmasked Estep 
Score: -27738410.000000 Penalty: 6152.325684
	Iteration 16Q: 3 clusters Score -2.773841e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 166587 members 
Entering Unmasked Estep 
Score: -27738938.000000 Penalty: 6152.325684
	Iteration 17Q: 3 clusters Score -2.773894e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 169246 members 
Entering Unmasked Estep 
Score: -27739358.000000 Penalty: 6152.325684
	Iteration 18Q: 3 clusters Score -2.773936e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 171904 members 
Entering Unmasked Estep 
Score: -27740074.000000 Penalty: 6152.325684
	Iteration 19Q: 3 clusters Score -2.774007e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -27740630.000000 Penalty: 6152.325684
	Iteration 20F: 3 clusters Score -2.774063e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 177585 members 
Entering Unmasked Estep 
Score: -27741358.000000 Penalty: 6152.325684
	Iteration 21Q: 3 clusters Score -2.774136e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 180675 members 
Entering Unmasked Estep 
Score: -27742156.000000 Penalty: 6152.325684
	Iteration 22Q: 3 clusters Score -2.774216e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 184027 members 
Entering Unmasked Estep 
Score: -27743028.000000 Penalty: 6152.325684
	Iteration 23Q: 3 clusters Score -2.774303e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 187572 members 
Entering Unmasked Estep 
Score: -27744044.000000 Penalty: 6152.325684
	Iteration 24Q: 3 clusters Score -2.774404e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 191282 members 
Entering Unmasked Estep 
Score: -27745190.000000 Penalty: 6152.325684
	Iteration 25Q: 3 clusters Score -2.774519e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 195130 members 
Entering Unmasked Estep 
Score: -27746284.000000 Penalty: 6152.325684
	Iteration 26Q: 3 clusters Score -2.774628e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 199115 members 
Entering Unmasked Estep 
Score: -27747544.000000 Penalty: 6152.325684
	Iteration 27Q: 3 clusters Score -2.774754e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 203229 members 
Entering Unmasked Estep 
Score: -27748904.000000 Penalty: 6152.325684
	Iteration 28Q: 3 clusters Score -2.77489e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 207367 members 
Entering Unmasked Estep 
Score: -27750422.000000 Penalty: 6152.325684
	Iteration 29Q: 3 clusters Score -2.775042e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 211484 members 
Entering Unmasked Estep 
Score: -27751776.000000 Penalty: 6152.325684
	Iteration 30Q: 3 clusters Score -2.775178e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 215537 members 
Entering Unmasked Estep 
Score: -27753222.000000 Penalty: 6152.325684
	Iteration 31Q: 3 clusters Score -2.775322e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 219339 members 
Entering Unmasked Estep 
Score: -27754704.000000 Penalty: 6152.325684
	Iteration 32Q: 3 clusters Score -2.77547e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 222879 members 
Entering Unmasked Estep 
Score: -27756204.000000 Penalty: 6152.325684
	Iteration 33Q: 3 clusters Score -2.77562e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 226226 members 
Entering Unmasked Estep 
Score: -27757748.000000 Penalty: 6152.325684
	Iteration 34Q: 3 clusters Score -2.775775e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 229132 members 
Entering Unmasked Estep 
Score: -27758958.000000 Penalty: 6152.325684
	Iteration 35Q: 3 clusters Score -2.775896e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 231583 members 
Entering Unmasked Estep 
Score: -27760020.000000 Penalty: 6152.325684
	Iteration 36Q: 3 clusters Score -2.776002e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 233664 members 
Entering Unmasked Estep 
Score: -27761096.000000 Penalty: 6152.325684
	Iteration 37Q: 3 clusters Score -2.77611e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 235488 members 
Entering Unmasked Estep 
Score: -27761854.000000 Penalty: 6152.325684
	Iteration 38Q: 3 clusters Score -2.776185e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 236987 members 
Entering Unmasked Estep 
Score: -27762672.000000 Penalty: 6152.325684
	Iteration 39Q: 3 clusters Score -2.776267e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 238219 members 
Entering Unmasked Estep 
Score: -27763314.000000 Penalty: 6152.325684
	Iteration 40F: 3 clusters Score -2.776331e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 239229 members 
Entering Unmasked Estep 
Score: -27763700.000000 Penalty: 6152.325684
	Iteration 41Q: 3 clusters Score -2.77637e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 239965 members 
Entering Unmasked Estep 
Score: -27763916.000000 Penalty: 6152.325684
	Iteration 42Q: 3 clusters Score -2.776392e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 240563 members 
Entering Unmasked Estep 
Score: -27764206.000000 Penalty: 6152.325684
	Iteration 43Q: 3 clusters Score -2.776421e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 241025 members 
Entering Unmasked Estep 
Score: -27764424.000000 Penalty: 6152.325684
	Iteration 44Q: 3 clusters Score -2.776442e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 241371 members 
Entering Unmasked Estep 
Score: -27764598.000000 Penalty: 6152.325684
	Iteration 45Q: 3 clusters Score -2.77646e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 241631 members 
Entering Unmasked Estep 
Score: -27764694.000000 Penalty: 6152.325684
	Iteration 46Q: 3 clusters Score -2.776469e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 241829 members 
Entering Unmasked Estep 
Score: -27764806.000000 Penalty: 6152.325684
	Iteration 47Q: 3 clusters Score -2.776481e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 241960 members 
Entering Unmasked Estep 
Score: -27764902.000000 Penalty: 6152.325684
	Iteration 48Q: 3 clusters Score -2.77649e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 242069 members 
Entering Unmasked Estep 
Score: -27764992.000000 Penalty: 6152.325684
	Iteration 49Q: 3 clusters Score -2.776499e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 242151 members 
Entering Unmasked Estep 
Score: -27765032.000000 Penalty: 6152.325684
	Iteration 50Q: 3 clusters Score -2.776503e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 242228 members 
Entering Unmasked Estep 
Score: -27765090.000000 Penalty: 6152.325684
	Iteration 51Q: 3 clusters Score -2.776509e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 242294 members 
Entering Unmasked Estep 
Score: -27765112.000000 Penalty: 6152.325684
	Iteration 52Q: 3 clusters Score -2.776511e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 242331 members 
Entering Unmasked Estep 
Score: -27765166.000000 Penalty: 6152.325684
	Iteration 53Q: 3 clusters Score -2.776517e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 242360 members 
Entering Unmasked Estep 
Score: -27765240.000000 Penalty: 6152.325684
	Iteration 54Q: 3 clusters Score -2.776524e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 242388 members 
Entering Unmasked Estep 
Score: -27765286.000000 Penalty: 6152.325684
	Iteration 55Q: 3 clusters Score -2.776529e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 242416 members 
Entering Unmasked Estep 
Score: -27765328.000000 Penalty: 6152.325684
	Iteration 56Q: 3 clusters Score -2.776533e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 242447 members 
Entering Unmasked Estep 
Score: -27765382.000000 Penalty: 6152.325684
	Iteration 57Q: 3 clusters Score -2.776538e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 242462 members 
Entering Unmasked Estep 
Score: -27765434.000000 Penalty: 6152.325684
	Iteration 58Q: 3 clusters Score -2.776543e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 242474 members 
Entering Unmasked Estep 
Score: -27765454.000000 Penalty: 6152.325684
	Iteration 59Q: 3 clusters Score -2.776545e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 242475 members 
Entering Unmasked Estep 
Score: -27765500.000000 Penalty: 6152.325684
	Iteration 60F: 3 clusters Score -2.77655e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 242481 members 
Entering Unmasked Estep 
Score: -27765544.000000 Penalty: 6152.325684
	Iteration 61Q: 3 clusters Score -2.776554e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 242468 members 
Entering Unmasked Estep 
Score: -27765578.000000 Penalty: 6152.325684
	Iteration 62Q: 3 clusters Score -2.776558e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 242459 members 
Entering Unmasked Estep 
Score: -27765610.000000 Penalty: 6152.325684
	Iteration 63Q: 3 clusters Score -2.776561e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 242441 members 
Entering Unmasked Estep 
Score: -27765652.000000 Penalty: 6152.325684
	Iteration 64Q: 3 clusters Score -2.776565e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 242418 members 
Entering Unmasked Estep 
Score: -27765698.000000 Penalty: 6152.325684
	Iteration 65Q: 3 clusters Score -2.77657e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 242398 members 
Entering Unmasked Estep 
Score: -27765716.000000 Penalty: 6152.325684
	Iteration 66Q: 3 clusters Score -2.776572e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 242386 members 
Entering Unmasked Estep 
Score: -27765730.000000 Penalty: 6152.325684
	Iteration 67Q: 3 clusters Score -2.776573e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 242382 members 
Entering Unmasked Estep 
Score: -27765728.000000 Penalty: 6152.325684
	Iteration 68Q: 3 clusters Score -2.776573e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 242383 members 
Entering Unmasked Estep 
Score: -27765762.000000 Penalty: 6152.325684
	Iteration 69Q: 3 clusters Score -2.776576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 242379 members 
Entering Unmasked Estep 
Score: -27765766.000000 Penalty: 6152.325684
	Iteration 70Q: 3 clusters Score -2.776577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 242376 members 
Entering Unmasked Estep 
Score: -27765774.000000 Penalty: 6152.325684
	Iteration 71Q: 3 clusters Score -2.776577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 242373 members 
Entering Unmasked Estep 
Score: -27765786.000000 Penalty: 6152.325684
	Iteration 72Q: 3 clusters Score -2.776579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 242371 members 
Entering Unmasked Estep 
Score: -27765786.000000 Penalty: 6152.325684
	Iteration 73Q: 3 clusters Score -2.776579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 242366 members 
Entering Unmasked Estep 
Score: -27765792.000000 Penalty: 6152.325684
	Iteration 74Q: 3 clusters Score -2.776579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 242366 members 
Entering Unmasked Estep 
Score: -27765792.000000 Penalty: 6152.325684
	Iteration 75F: 3 clusters Score -2.776579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 242365 members 
Entering Unmasked Estep 
Score: -27765794.000000 Penalty: 6152.325684
	Iteration 76Q: 3 clusters Score -2.776579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 242366 members 
Entering Unmasked Estep 
Score: -27765792.000000 Penalty: 6152.325684
	Iteration 77Q: 3 clusters Score -2.776579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 242365 members 
Entering Unmasked Estep 
Score: -27765794.000000 Penalty: 6152.325684
	Iteration 78Q: 3 clusters Score -2.776579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 242365 members 
Entering Unmasked Estep 
Score: -27765794.000000 Penalty: 6152.325684
	Iteration 79F: 3 clusters Score -2.776579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Entering Unmasked Estep 
Score: -2043171.875000 Penalty: 2424.376465
	Iteration 0F: 2 clusters Score -2043172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2030696.000000 Penalty: 4848.752930
	Iteration 0F: 3 clusters Score -2030696 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2034583.000000 Penalty: 4848.752930
	Iteration 1F: 3 clusters Score -2034583 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2034924.125000 Penalty: 4848.752930
	Iteration 2F: 3 clusters Score -2034924 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2035185.250000 Penalty: 4848.752930
	Iteration 3Q: 3 clusters Score -2035185 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2035377.500000 Penalty: 4848.752930
	Iteration 4Q: 3 clusters Score -2035378 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2035545.375000 Penalty: 4848.752930
	Iteration 5Q: 3 clusters Score -2035545 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2035692.250000 Penalty: 4848.752930
	Iteration 6Q: 3 clusters Score -2035692 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2035844.750000 Penalty: 4848.752930
	Iteration 7Q: 3 clusters Score -2035845 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2036028.000000 Penalty: 4848.752930
	Iteration 8Q: 3 clusters Score -2036028 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2036270.875000 Penalty: 4848.752930
	Iteration 9Q: 3 clusters Score -2036271 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2036524.625000 Penalty: 4848.752930
	Iteration 10Q: 3 clusters Score -2036525 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2036778.125000 Penalty: 4848.752930
	Iteration 11Q: 3 clusters Score -2036778 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2037099.250000 Penalty: 4848.752930
	Iteration 12Q: 3 clusters Score -2037099 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2037465.250000 Penalty: 4848.752930
	Iteration 13Q: 3 clusters Score -2037465 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2037822.750000 Penalty: 4848.752930
	Iteration 14Q: 3 clusters Score -2037823 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2038152.875000 Penalty: 4848.752930
	Iteration 15Q: 3 clusters Score -2038153 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2038471.000000 Penalty: 4848.752930
	Iteration 16Q: 3 clusters Score -2038471 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2038718.000000 Penalty: 4848.752930
	Iteration 17Q: 3 clusters Score -2038718 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2038859.500000 Penalty: 4848.752930
	Iteration 18Q: 3 clusters Score -2038860 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2038951.500000 Penalty: 4848.752930
	Iteration 19Q: 3 clusters Score -2038952 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2039008.000000 Penalty: 4848.752930
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2039035 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2039071 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2039101 nChanged 141
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Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2039146 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2039169 nChanged 110
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Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2039206 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2039228 nChanged 71
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Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2039243 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2039252 nChanged 72
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Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2039307 nChanged 78
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Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2039319 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2039328 nChanged 79
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Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2039346 nChanged 77
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Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2039356 nChanged 71
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Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2039370 nChanged 78
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Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2039391 nChanged 72
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Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2039394 nChanged 73
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Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2039417 nChanged 79
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Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2039448 nChanged 80
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Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 12088 members 
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Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 12372 members 
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Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 12429 members 
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Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 12509 members 
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Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 12590 members 
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Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 12664 members 
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Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 12750 members 
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Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 12917 members 
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	Iteration 58Q: 3 clusters Score -2039664 nChanged 83
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Mstep: Class 1 contains 4601 members 
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	Iteration 59Q: 3 clusters Score -2039678 nChanged 80
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Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2039700 nChanged 87
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Mstep: Class 1 contains 4440 members 
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Mstep: Class 1 contains 4350 members 
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	Iteration 62Q: 3 clusters Score -2039742 nChanged 96
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Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 13343 members 
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Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 13413 members 
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Mstep: Class 1 contains 4102 members 
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	Iteration 65Q: 3 clusters Score -2039802 nChanged 89
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Mstep: Class 1 contains 4023 members 
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	Iteration 66Q: 3 clusters Score -2039821 nChanged 88
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Mstep: Class 1 contains 3937 members 
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	Iteration 67Q: 3 clusters Score -2039842 nChanged 88
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Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 13748 members 
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	Iteration 68Q: 3 clusters Score -2039865 nChanged 84
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Mstep: Class 1 contains 3771 members 
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	Iteration 69Q: 3 clusters Score -2039887 nChanged 74
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Mstep: Class 1 contains 3699 members 
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	Iteration 70Q: 3 clusters Score -2039906 nChanged 82
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Mstep: Class 1 contains 3617 members 
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Mstep: Class 1 contains 3548 members 
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	Iteration 72Q: 3 clusters Score -2039930 nChanged 80
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Mstep: Class 1 contains 3470 members 
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	Iteration 73Q: 3 clusters Score -2039955 nChanged 79
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Mstep: Class 1 contains 3395 members 
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	Iteration 74Q: 3 clusters Score -2039977 nChanged 81
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Mstep: Class 1 contains 3316 members 
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Mstep: Class 1 contains 3235 members 
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	Iteration 76Q: 3 clusters Score -2040011 nChanged 85
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Mstep: Class 1 contains 3152 members 
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Mstep: Class 1 contains 3079 members 
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Mstep: Class 1 contains 3003 members 
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Mstep: Class 1 contains 2902 members 
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	Iteration 80F: 3 clusters Score -2040109 nChanged 102
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Mstep: Class 1 contains 2804 members 
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Mstep: Class 1 contains 2707 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2612 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2040215 nChanged 110
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Mstep: Class 1 contains 2506 members 
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	Iteration 84Q: 3 clusters Score -2040250 nChanged 91
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Mstep: Class 1 contains 2419 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2040273 nChanged 97
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Mstep: Class 1 contains 2330 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2040309 nChanged 98
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Mstep: Class 1 contains 2234 members 
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	Iteration 87Q: 3 clusters Score -2040351 nChanged 99
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Mstep: Class 1 contains 2139 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2040 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2040432 nChanged 110
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Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2040472 nChanged 102
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Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2040522 nChanged 97
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Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2040559 nChanged 102
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Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15954 members 
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	Iteration 93Q: 3 clusters Score -2040599 nChanged 83
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Mstep: Class 1 contains 1566 members 
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	Iteration 94Q: 3 clusters Score -2040635 nChanged 75
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Mstep: Class 1 contains 1495 members 
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Mstep: Class 1 contains 1360 members 
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Mstep: Class 1 contains 1304 members 
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Mstep: Class 1 contains 1237 members 
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	Iteration 99Q: 3 clusters Score -2040800 nChanged 80
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Mstep: Class 1 contains 1163 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2040843 nChanged 64
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Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2040877 nChanged 57
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Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16547 members 
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Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2040930 nChanged 39
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Mstep: Class 1 contains 967 members 
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	Iteration 104Q: 3 clusters Score -2040945 nChanged 30
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Mstep: Class 1 contains 937 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2040963 nChanged 22
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Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16686 members 
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	Iteration 106Q: 3 clusters Score -2040975 nChanged 22
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Mstep: Class 1 contains 897 members 
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	Iteration 107Q: 3 clusters Score -2040988 nChanged 25
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Mstep: Class 1 contains 878 members 
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	Iteration 108Q: 3 clusters Score -2040993 nChanged 31
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Mstep: Class 1 contains 847 members 
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	Iteration 109Q: 3 clusters Score -2041010 nChanged 23
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Mstep: Class 1 contains 828 members 
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	Iteration 110Q: 3 clusters Score -2041022 nChanged 16
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Mstep: Class 1 contains 812 members 
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	Iteration 111Q: 3 clusters Score -2041029 nChanged 11
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2041030 nChanged 14
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Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2041037.375000 Penalty: 4848.752930
	Iteration 113Q: 3 clusters Score -2041037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2041041.500000 Penalty: 4848.752930
	Iteration 114Q: 3 clusters Score -2041042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2041049.250000 Penalty: 4848.752930
	Iteration 115Q: 3 clusters Score -2041049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2041054.625000 Penalty: 4848.752930
	Iteration 116Q: 3 clusters Score -2041055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2041055.000000 Penalty: 4848.752930
	Iteration 117Q: 3 clusters Score -2041055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2041056.125000 Penalty: 4848.752930
	Iteration 118Q: 3 clusters Score -2041056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2041056.125000 Penalty: 4848.752930
	Iteration 119Q: 3 clusters Score -2041056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2041057.750000 Penalty: 4848.752930
	Iteration 120F: 3 clusters Score -2041058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2041061.125000 Penalty: 4848.752930
	Iteration 121Q: 3 clusters Score -2041061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2041060.250000 Penalty: 4848.752930
	Iteration 122Q: 3 clusters Score -2041060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2041065.000000 Penalty: 4848.752930
	Iteration 123Q: 3 clusters Score -2041065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2041068.500000 Penalty: 4848.752930
	Iteration 124Q: 3 clusters Score -2041068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2041068.875000 Penalty: 4848.752930
	Iteration 125Q: 3 clusters Score -2041069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2041068.000000 Penalty: 4848.752930
	Iteration 126Q: 3 clusters Score -2041068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2041070.125000 Penalty: 4848.752930
	Iteration 127Q: 3 clusters Score -2041070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2041074.250000 Penalty: 4848.752930
	Iteration 128Q: 3 clusters Score -2041074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2041075.125000 Penalty: 4848.752930
	Iteration 129Q: 3 clusters Score -2041075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2041075.625000 Penalty: 4848.752930
	Iteration 130Q: 3 clusters Score -2041076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2041076.500000 Penalty: 4848.752930
	Iteration 131Q: 3 clusters Score -2041076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2041075.875000 Penalty: 4848.752930
	Iteration 132Q: 3 clusters Score -2041076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2041075.875000 Penalty: 4848.752930
	Iteration 133Q: 3 clusters Score -2041076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2041076.625000 Penalty: 4848.752930
	Iteration 134Q: 3 clusters Score -2041077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2041076.625000 Penalty: 4848.752930
	Iteration 135F: 3 clusters Score -2041077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Entering Unmasked Estep 
Score: -5009413.500000 Penalty: 2656.220215
	Iteration 0F: 2 clusters Score -5009414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -4979137.500000 Penalty: 5312.440430
	Iteration 0F: 3 clusters Score -4979138 nChanged 20642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -4990240.000000 Penalty: 5312.440430
	Iteration 1F: 3 clusters Score -4990240 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -4990655.500000 Penalty: 5312.440430
	Iteration 2Q: 3 clusters Score -4990656 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -4991092.500000 Penalty: 5312.440430
	Iteration 3Q: 3 clusters Score -4991092 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -4991487.500000 Penalty: 5312.440430
	Iteration 4Q: 3 clusters Score -4991488 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -4992007.500000 Penalty: 5312.440430
	Iteration 5Q: 3 clusters Score -4992008 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -4992656.500000 Penalty: 5312.440430
	Iteration 6Q: 3 clusters Score -4992656 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -4993700.000000 Penalty: 5312.440430
	Iteration 7Q: 3 clusters Score -4993700 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -4995254.500000 Penalty: 5312.440430
	Iteration 8F: 3 clusters Score -4995254 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -4997361.000000 Penalty: 5312.440430
	Iteration 9F: 3 clusters Score -4997361 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -4999756.000000 Penalty: 5312.440430
	Iteration 10F: 3 clusters Score -4999756 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -5001924.500000 Penalty: 5312.440430
	Iteration 11F: 3 clusters Score -5001924 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -5003483.500000 Penalty: 5312.440430
	Iteration 12Q: 3 clusters Score -5003484 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -5004661.500000 Penalty: 5312.440430
	Iteration 13Q: 3 clusters Score -5004662 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -5005678.000000 Penalty: 5312.440430
	Iteration 14Q: 3 clusters Score -5005678 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -5006482.500000 Penalty: 5312.440430
	Iteration 15Q: 3 clusters Score -5006482 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -5006888.000000 Penalty: 5312.440430
	Iteration 16Q: 3 clusters Score -5006888 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -5007122.500000 Penalty: 5312.440430
	Iteration 17Q: 3 clusters Score -5007122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -5007292.000000 Penalty: 5312.440430
	Iteration 18Q: 3 clusters Score -5007292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -5007431.000000 Penalty: 5312.440430
	Iteration 19Q: 3 clusters Score -5007431 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -5007507.000000 Penalty: 5312.440430
	Iteration 20F: 3 clusters Score -5007507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -5007549.500000 Penalty: 5312.440430
	Iteration 21Q: 3 clusters Score -5007550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -5007572.500000 Penalty: 5312.440430
	Iteration 22Q: 3 clusters Score -5007572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -5007596.000000 Penalty: 5312.440430
	Iteration 23Q: 3 clusters Score -5007596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -5007598.500000 Penalty: 5312.440430
	Iteration 24Q: 3 clusters Score -5007598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -5007603.500000 Penalty: 5312.440430
	Iteration 25Q: 3 clusters Score -5007604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -5007606.000000 Penalty: 5312.440430
	Iteration 26Q: 3 clusters Score -5007606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -5007611.000000 Penalty: 5312.440430
	Iteration 27Q: 3 clusters Score -5007611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -5007611.000000 Penalty: 5312.440430
	Iteration 28F: 3 clusters Score -5007611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Entering Unmasked Estep 
Score: -5924940.500000 Penalty: 2692.750244
	Iteration 0F: 2 clusters Score -5924940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -5889768.500000 Penalty: 5385.500488
	Iteration 0F: 3 clusters Score -5889768 nChanged 23917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -5903245.500000 Penalty: 5385.500488
	Iteration 1F: 3 clusters Score -5903246 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -5903852.500000 Penalty: 5385.500488
	Iteration 2Q: 3 clusters Score -5903852 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -5904381.000000 Penalty: 5385.500488
	Iteration 3Q: 3 clusters Score -5904381 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -5904938.500000 Penalty: 5385.500488
	Iteration 4Q: 3 clusters Score -5904938 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -5905442.500000 Penalty: 5385.500488
	Iteration 5Q: 3 clusters Score -5905442 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -5906095.000000 Penalty: 5385.500488
	Iteration 6Q: 3 clusters Score -5906095 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -5906815.000000 Penalty: 5385.500488
	Iteration 7Q: 3 clusters Score -5906815 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -5907699.000000 Penalty: 5385.500488
	Iteration 8Q: 3 clusters Score -5907699 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -5908871.000000 Penalty: 5385.500488
	Iteration 9Q: 3 clusters Score -5908871 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -5910332.500000 Penalty: 5385.500488
	Iteration 10F: 3 clusters Score -5910332 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -5912172.500000 Penalty: 5385.500488
	Iteration 11F: 3 clusters Score -5912172 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -5914260.500000 Penalty: 5385.500488
	Iteration 12F: 3 clusters Score -5914260 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5916202.000000 Penalty: 5385.500488
	Iteration 13Q: 3 clusters Score -5916202 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -5917801.500000 Penalty: 5385.500488
	Iteration 14Q: 3 clusters Score -5917802 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -5918827.500000 Penalty: 5385.500488
	Iteration 15Q: 3 clusters Score -5918828 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -5919472.500000 Penalty: 5385.500488
	Iteration 16Q: 3 clusters Score -5919472 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -5919914.500000 Penalty: 5385.500488
	Iteration 17Q: 3 clusters Score -5919914 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -5920289.500000 Penalty: 5385.500488
	Iteration 18Q: 3 clusters Score -5920290 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -5920595.500000 Penalty: 5385.500488
	Iteration 19Q: 3 clusters Score -5920596 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -5920850.000000 Penalty: 5385.500488
	Iteration 20F: 3 clusters Score -5920850 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -5921129.500000 Penalty: 5385.500488
	Iteration 21Q: 3 clusters Score -5921130 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -5921369.000000 Penalty: 5385.500488
	Iteration 22Q: 3 clusters Score -5921369 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -5921532.500000 Penalty: 5385.500488
	Iteration 23Q: 3 clusters Score -5921532 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -5921707.000000 Penalty: 5385.500488
	Iteration 24Q: 3 clusters Score -5921707 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -5921874.500000 Penalty: 5385.500488
	Iteration 25Q: 3 clusters Score -5921874 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -5921986.500000 Penalty: 5385.500488
	Iteration 26Q: 3 clusters Score -5921986 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -5922074.500000 Penalty: 5385.500488
	Iteration 27Q: 3 clusters Score -5922074 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -5922150.000000 Penalty: 5385.500488
	Iteration 28Q: 3 clusters Score -5922150 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -5922198.000000 Penalty: 5385.500488
	Iteration 29Q: 3 clusters Score -5922198 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -5922289.500000 Penalty: 5385.500488
	Iteration 30Q: 3 clusters Score -5922290 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -5922329.500000 Penalty: 5385.500488
	Iteration 31Q: 3 clusters Score -5922330 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -5922370.000000 Penalty: 5385.500488
	Iteration 32Q: 3 clusters Score -5922370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -5922412.500000 Penalty: 5385.500488
	Iteration 33Q: 3 clusters Score -5922412 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -5922435.500000 Penalty: 5385.500488
	Iteration 34Q: 3 clusters Score -5922436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -5922461.000000 Penalty: 5385.500488
	Iteration 35Q: 3 clusters Score -5922461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -5922485.000000 Penalty: 5385.500488
	Iteration 36Q: 3 clusters Score -5922485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -5922499.000000 Penalty: 5385.500488
	Iteration 37Q: 3 clusters Score -5922499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -5922509.500000 Penalty: 5385.500488
	Iteration 38Q: 3 clusters Score -5922510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -5922523.500000 Penalty: 5385.500488
	Iteration 39Q: 3 clusters Score -5922524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -5922538.500000 Penalty: 5385.500488
	Iteration 40F: 3 clusters Score -5922538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -5922545.000000 Penalty: 5385.500488
	Iteration 41Q: 3 clusters Score -5922545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -5922547.000000 Penalty: 5385.500488
	Iteration 42Q: 3 clusters Score -5922547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -5922568.500000 Penalty: 5385.500488
	Iteration 43Q: 3 clusters Score -5922568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -5922573.500000 Penalty: 5385.500488
	Iteration 44Q: 3 clusters Score -5922574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -5922587.000000 Penalty: 5385.500488
	Iteration 45Q: 3 clusters Score -5922587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -5922588.000000 Penalty: 5385.500488
	Iteration 46Q: 3 clusters Score -5922588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -5922596.500000 Penalty: 5385.500488
	Iteration 47Q: 3 clusters Score -5922596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -5922610.000000 Penalty: 5385.500488
	Iteration 48Q: 3 clusters Score -5922610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -5922620.500000 Penalty: 5385.500488
	Iteration 49Q: 3 clusters Score -5922620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -5922615.500000 Penalty: 5385.500488
	Iteration 50Q: 3 clusters Score -5922616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -5922632.500000 Penalty: 5385.500488
	Iteration 51Q: 3 clusters Score -5922632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -5922643.500000 Penalty: 5385.500488
	Iteration 52Q: 3 clusters Score -5922644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -5922646.000000 Penalty: 5385.500488
	Iteration 53Q: 3 clusters Score -5922646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -5922649.000000 Penalty: 5385.500488
	Iteration 54Q: 3 clusters Score -5922649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -5922650.500000 Penalty: 5385.500488
	Iteration 55Q: 3 clusters Score -5922650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -5922652.500000 Penalty: 5385.500488
	Iteration 56Q: 3 clusters Score -5922652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -5922651.500000 Penalty: 5385.500488
	Iteration 57Q: 3 clusters Score -5922652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -5922647.500000 Penalty: 5385.500488
	Iteration 58Q: 3 clusters Score -5922648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -5922656.000000 Penalty: 5385.500488
	Iteration 59Q: 3 clusters Score -5922656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -5922653.000000 Penalty: 5385.500488
	Iteration 60F: 3 clusters Score -5922653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -5922655.500000 Penalty: 5385.500488
	Iteration 61Q: 3 clusters Score -5922656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -5922650.500000 Penalty: 5385.500488
	Iteration 62Q: 3 clusters Score -5922650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -5922649.500000 Penalty: 5385.500488
	Iteration 63Q: 3 clusters Score -5922650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -5922656.500000 Penalty: 5385.500488
	Iteration 64Q: 3 clusters Score -5922656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -5922656.000000 Penalty: 5385.500488
	Iteration 65Q: 3 clusters Score -5922656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -5922651.500000 Penalty: 5385.500488
	Iteration 66Q: 3 clusters Score -5922652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -5922654.500000 Penalty: 5385.500488
	Iteration 67Q: 3 clusters Score -5922654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -5922651.500000 Penalty: 5385.500488
	Iteration 68Q: 3 clusters Score -5922652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -5922659.500000 Penalty: 5385.500488
	Iteration 69Q: 3 clusters Score -5922660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -5922658.500000 Penalty: 5385.500488
	Iteration 70Q: 3 clusters Score -5922658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -5922657.500000 Penalty: 5385.500488
	Iteration 71Q: 3 clusters Score -5922658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -5922656.500000 Penalty: 5385.500488
	Iteration 72Q: 3 clusters Score -5922656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -5922656.500000 Penalty: 5385.500488
	Iteration 73Q: 3 clusters Score -5922656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -5922659.000000 Penalty: 5385.500488
	Iteration 74Q: 3 clusters Score -5922659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -5922659.000000 Penalty: 5385.500488
	Iteration 75F: 3 clusters Score -5922659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -90011.421875 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -90011.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88189.984375 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -88189.98 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88391.125000 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -88391.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88465.343750 Penalty: 3347.965820
	Iteration 2Q: 3 clusters Score -88465.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88510.078125 Penalty: 3347.965820
	Iteration 3Q: 3 clusters Score -88510.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88528.632812 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -88528.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88538.351562 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -88538.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -88542.812500 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -88542.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88549.070312 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -88549.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88551.578125 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -88551.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88554.304688 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -88554.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88554.843750 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -88554.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88554.843750 Penalty: 3347.965820
	Iteration 11F: 3 clusters Score -88554.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Entering Unmasked Estep 
Score: -240917.984375 Penalty: 1915.224121
	Iteration 0F: 2 clusters Score -240918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -238165.437500 Penalty: 3830.448242
	Iteration 0F: 3 clusters Score -238165.4 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -238738.703125 Penalty: 3830.448242
	Iteration 1F: 3 clusters Score -238738.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -238910.343750 Penalty: 3830.448242
	Iteration 2F: 3 clusters Score -238910.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -239056.125000 Penalty: 3830.448242
	Iteration 3Q: 3 clusters Score -239056.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -239241.468750 Penalty: 3830.448242
	Iteration 4Q: 3 clusters Score -239241.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -239423.796875 Penalty: 3830.448242
	Iteration 5Q: 3 clusters Score -239423.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -239530.312500 Penalty: 3830.448242
	Iteration 6Q: 3 clusters Score -239530.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -239632.796875 Penalty: 3830.448242
	Iteration 7Q: 3 clusters Score -239632.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -239677.359375 Penalty: 3830.448242
	Iteration 8Q: 3 clusters Score -239677.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -239712.171875 Penalty: 3830.448242
	Iteration 9Q: 3 clusters Score -239712.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -239738.546875 Penalty: 3830.448242
	Iteration 10Q: 3 clusters Score -239738.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -239760.140625 Penalty: 3830.448242
	Iteration 11Q: 3 clusters Score -239760.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -239781.031250 Penalty: 3830.448242
	Iteration 12Q: 3 clusters Score -239781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -239799.468750 Penalty: 3830.448242
	Iteration 13Q: 3 clusters Score -239799.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -239816.468750 Penalty: 3830.448242
	Iteration 14Q: 3 clusters Score -239816.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -239836.375000 Penalty: 3830.448242
	Iteration 15Q: 3 clusters Score -239836.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -239855.234375 Penalty: 3830.448242
	Iteration 16Q: 3 clusters Score -239855.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -239873.421875 Penalty: 3830.448242
	Iteration 17Q: 3 clusters Score -239873.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -239890.734375 Penalty: 3830.448242
	Iteration 18Q: 3 clusters Score -239890.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -239909.250000 Penalty: 3830.448242
	Iteration 19Q: 3 clusters Score -239909.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -239928.171875 Penalty: 3830.448242
	Iteration 20F: 3 clusters Score -239928.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -239950.156250 Penalty: 3830.448242
	Iteration 21Q: 3 clusters Score -239950.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -239967.843750 Penalty: 3830.448242
	Iteration 22Q: 3 clusters Score -239967.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -239983.265625 Penalty: 3830.448242
	Iteration 23Q: 3 clusters Score -239983.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -239996.718750 Penalty: 3830.448242
	Iteration 24Q: 3 clusters Score -239996.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -240007.843750 Penalty: 3830.448242
	Iteration 25Q: 3 clusters Score -240007.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -240019.187500 Penalty: 3830.448242
	Iteration 26Q: 3 clusters Score -240019.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -240031.140625 Penalty: 3830.448242
	Iteration 27Q: 3 clusters Score -240031.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -240040.937500 Penalty: 3830.448242
	Iteration 28Q: 3 clusters Score -240040.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -240046.078125 Penalty: 3830.448242
	Iteration 29Q: 3 clusters Score -240046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -240052.359375 Penalty: 3830.448242
	Iteration 30Q: 3 clusters Score -240052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -240057.515625 Penalty: 3830.448242
	Iteration 31Q: 3 clusters Score -240057.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -240061.484375 Penalty: 3830.448242
	Iteration 32Q: 3 clusters Score -240061.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -240063.765625 Penalty: 3830.448242
	Iteration 33Q: 3 clusters Score -240063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -240064.765625 Penalty: 3830.448242
	Iteration 34Q: 3 clusters Score -240064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -240064.765625 Penalty: 3830.448242
	Iteration 35F: 3 clusters Score -240064.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Entering Unmasked Estep 
Score: -2289632.000000 Penalty: 2453.810303
	Iteration 0F: 2 clusters Score -2289632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2275569.750000 Penalty: 4907.620605
	Iteration 0F: 3 clusters Score -2275570 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2280347.000000 Penalty: 4907.620605
	Iteration 1F: 3 clusters Score -2280347 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2280750.750000 Penalty: 4907.620605
	Iteration 2F: 3 clusters Score -2280751 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2281122.750000 Penalty: 4907.620605
	Iteration 3Q: 3 clusters Score -2281123 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2281495.250000 Penalty: 4907.620605
	Iteration 4Q: 3 clusters Score -2281495 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2281893.750000 Penalty: 4907.620605
	Iteration 5Q: 3 clusters Score -2281894 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2282420.250000 Penalty: 4907.620605
	Iteration 6F: 3 clusters Score -2282420 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2283067.000000 Penalty: 4907.620605
	Iteration 7F: 3 clusters Score -2283067 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2283878.000000 Penalty: 4907.620605
	Iteration 8F: 3 clusters Score -2283878 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2284847.000000 Penalty: 4907.620605
	Iteration 9F: 3 clusters Score -2284847 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2285754.000000 Penalty: 4907.620605
	Iteration 10Q: 3 clusters Score -2285754 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2286333.000000 Penalty: 4907.620605
	Iteration 11Q: 3 clusters Score -2286333 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2286581.250000 Penalty: 4907.620605
	Iteration 12Q: 3 clusters Score -2286581 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2286687.750000 Penalty: 4907.620605
	Iteration 13Q: 3 clusters Score -2286688 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2286767.500000 Penalty: 4907.620605
	Iteration 14Q: 3 clusters Score -2286768 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2286806.750000 Penalty: 4907.620605
	Iteration 15Q: 3 clusters Score -2286807 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2286841.750000 Penalty: 4907.620605
	Iteration 16Q: 3 clusters Score -2286842 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2286877.750000 Penalty: 4907.620605
	Iteration 17Q: 3 clusters Score -2286878 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2286906.500000 Penalty: 4907.620605
	Iteration 18Q: 3 clusters Score -2286906 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2286937.250000 Penalty: 4907.620605
	Iteration 19Q: 3 clusters Score -2286937 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2286971.000000 Penalty: 4907.620605
	Iteration 20F: 3 clusters Score -2286971 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2286995.750000 Penalty: 4907.620605
	Iteration 21Q: 3 clusters Score -2286996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2287015.250000 Penalty: 4907.620605
	Iteration 22Q: 3 clusters Score -2287015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2287035.250000 Penalty: 4907.620605
	Iteration 23Q: 3 clusters Score -2287035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2287049.750000 Penalty: 4907.620605
	Iteration 24Q: 3 clusters Score -2287050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2287071.500000 Penalty: 4907.620605
	Iteration 25Q: 3 clusters Score -2287072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2287085.000000 Penalty: 4907.620605
	Iteration 26Q: 3 clusters Score -2287085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2287098.250000 Penalty: 4907.620605
	Iteration 27Q: 3 clusters Score -2287098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2287116.250000 Penalty: 4907.620605
	Iteration 28Q: 3 clusters Score -2287116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2287131.750000 Penalty: 4907.620605
	Iteration 29Q: 3 clusters Score -2287132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2287137.250000 Penalty: 4907.620605
	Iteration 30Q: 3 clusters Score -2287137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2287142.000000 Penalty: 4907.620605
	Iteration 31Q: 3 clusters Score -2287142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2287151.500000 Penalty: 4907.620605
	Iteration 32Q: 3 clusters Score -2287152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2287158.000000 Penalty: 4907.620605
	Iteration 33Q: 3 clusters Score -2287158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2287165.250000 Penalty: 4907.620605
	Iteration 34Q: 3 clusters Score -2287165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2287171.250000 Penalty: 4907.620605
	Iteration 35Q: 3 clusters Score -2287171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2287173.750000 Penalty: 4907.620605
	Iteration 36Q: 3 clusters Score -2287174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2287186.750000 Penalty: 4907.620605
	Iteration 37Q: 3 clusters Score -2287187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2287191.000000 Penalty: 4907.620605
	Iteration 38Q: 3 clusters Score -2287191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2287202.000000 Penalty: 4907.620605
	Iteration 39Q: 3 clusters Score -2287202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2287212.250000 Penalty: 4907.620605
	Iteration 40F: 3 clusters Score -2287212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2287220.500000 Penalty: 4907.620605
	Iteration 41Q: 3 clusters Score -2287220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2287231.250000 Penalty: 4907.620605
	Iteration 42Q: 3 clusters Score -2287231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2287235.250000 Penalty: 4907.620605
	Iteration 43Q: 3 clusters Score -2287235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2287238.500000 Penalty: 4907.620605
	Iteration 44Q: 3 clusters Score -2287238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2287240.750000 Penalty: 4907.620605
	Iteration 45Q: 3 clusters Score -2287241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2287253.000000 Penalty: 4907.620605
	Iteration 46Q: 3 clusters Score -2287253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2287259.500000 Penalty: 4907.620605
	Iteration 47Q: 3 clusters Score -2287260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2287270.250000 Penalty: 4907.620605
	Iteration 48Q: 3 clusters Score -2287270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2287282.000000 Penalty: 4907.620605
	Iteration 49Q: 3 clusters Score -2287282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2287285.000000 Penalty: 4907.620605
	Iteration 50Q: 3 clusters Score -2287285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2287296.000000 Penalty: 4907.620605
	Iteration 51Q: 3 clusters Score -2287296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2287315.250000 Penalty: 4907.620605
	Iteration 52Q: 3 clusters Score -2287315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2287325.750000 Penalty: 4907.620605
	Iteration 53Q: 3 clusters Score -2287326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2287337.500000 Penalty: 4907.620605
	Iteration 54Q: 3 clusters Score -2287338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2287354.500000 Penalty: 4907.620605
	Iteration 55Q: 3 clusters Score -2287354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2287362.750000 Penalty: 4907.620605
	Iteration 56Q: 3 clusters Score -2287363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2287372.250000 Penalty: 4907.620605
	Iteration 57Q: 3 clusters Score -2287372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2287383.500000 Penalty: 4907.620605
	Iteration 58Q: 3 clusters Score -2287384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2287389.500000 Penalty: 4907.620605
	Iteration 59Q: 3 clusters Score -2287390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2287394.750000 Penalty: 4907.620605
	Iteration 60F: 3 clusters Score -2287395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2287402.500000 Penalty: 4907.620605
	Iteration 61Q: 3 clusters Score -2287402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2287404.750000 Penalty: 4907.620605
	Iteration 62Q: 3 clusters Score -2287405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2287410.000000 Penalty: 4907.620605
	Iteration 63Q: 3 clusters Score -2287410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2287416.000000 Penalty: 4907.620605
	Iteration 64Q: 3 clusters Score -2287416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2287416.250000 Penalty: 4907.620605
	Iteration 65Q: 3 clusters Score -2287416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2287416.750000 Penalty: 4907.620605
	Iteration 66Q: 3 clusters Score -2287417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2287419.000000 Penalty: 4907.620605
	Iteration 67Q: 3 clusters Score -2287419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2287422.000000 Penalty: 4907.620605
	Iteration 68Q: 3 clusters Score -2287422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2287427.750000 Penalty: 4907.620605
	Iteration 69Q: 3 clusters Score -2287428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2287428.250000 Penalty: 4907.620605
	Iteration 70Q: 3 clusters Score -2287428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2287436.000000 Penalty: 4907.620605
	Iteration 71Q: 3 clusters Score -2287436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2287442.500000 Penalty: 4907.620605
	Iteration 72Q: 3 clusters Score -2287442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2287443.000000 Penalty: 4907.620605
	Iteration 73Q: 3 clusters Score -2287443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2287445.500000 Penalty: 4907.620605
	Iteration 74Q: 3 clusters Score -2287446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2287445.750000 Penalty: 4907.620605
	Iteration 75Q: 3 clusters Score -2287446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2287450.000000 Penalty: 4907.620605
	Iteration 76Q: 3 clusters Score -2287450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2287454.750000 Penalty: 4907.620605
	Iteration 77Q: 3 clusters Score -2287455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2287455.500000 Penalty: 4907.620605
	Iteration 78Q: 3 clusters Score -2287456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2287458.500000 Penalty: 4907.620605
	Iteration 79Q: 3 clusters Score -2287458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2287462.000000 Penalty: 4907.620605
	Iteration 80F: 3 clusters Score -2287462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2287465.750000 Penalty: 4907.620605
	Iteration 81Q: 3 clusters Score -2287466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2287467.000000 Penalty: 4907.620605
	Iteration 82Q: 3 clusters Score -2287467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2287469.000000 Penalty: 4907.620605
	Iteration 83Q: 3 clusters Score -2287469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2287473.750000 Penalty: 4907.620605
	Iteration 84Q: 3 clusters Score -2287474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2287480.750000 Penalty: 4907.620605
	Iteration 85Q: 3 clusters Score -2287481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2287481.000000 Penalty: 4907.620605
	Iteration 86Q: 3 clusters Score -2287481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2287482.250000 Penalty: 4907.620605
	Iteration 87Q: 3 clusters Score -2287482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2287482.000000 Penalty: 4907.620605
	Iteration 88Q: 3 clusters Score -2287482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2287483.500000 Penalty: 4907.620605
	Iteration 89Q: 3 clusters Score -2287484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2287483.750000 Penalty: 4907.620605
	Iteration 90Q: 3 clusters Score -2287484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2287484.750000 Penalty: 4907.620605
	Iteration 91Q: 3 clusters Score -2287485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2287484.750000 Penalty: 4907.620605
	Iteration 92Q: 3 clusters Score -2287485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2287484.750000 Penalty: 4907.620605
	Iteration 93F: 3 clusters Score -2287485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 186679 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4303 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17410 members 
Mstep: Class 15 contains 243746 members 
Mstep: Class 16 contains 17601 members 
Mstep: Class 17 contains 44827 members 
Mstep: Class 18 contains 51941 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 2259 members 
Mstep: Class 21 contains 19819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70767768.000000 Penalty: 62942.238281
Iteration 199Q: 20 clusters Score -7.076777e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 186310 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 21473 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4309 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17415 members 
Mstep: Class 15 contains 243769 members 
Mstep: Class 16 contains 17598 members 
Mstep: Class 17 contains 44838 members 
Mstep: Class 18 contains 51952 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 2258 members 
Mstep: Class 21 contains 19833 members 
Entering Unmasked Estep 
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Score: -70767984.000000 Penalty: 62942.238281
Iteration 200F: 20 clusters Score -7.076798e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 185896 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 21766 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4315 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 17412 members 
Mstep: Class 15 contains 243793 members 
Mstep: Class 16 contains 17612 members 
Mstep: Class 17 contains 44861 members 
Mstep: Class 18 contains 51966 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 2258 members 
Mstep: Class 21 contains 19859 members 
Entering Unmasked Estep 
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Iteration 201Q: 20 clusters Score -7.076799e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 185405 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 22124 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4322 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17412 members 
Mstep: Class 15 contains 243862 members 
Mstep: Class 16 contains 17615 members 
Mstep: Class 17 contains 44873 members 
Mstep: Class 18 contains 51983 members 
Mstep: Class 19 contains 850 members 
Mstep: Class 20 contains 2263 members 
Mstep: Class 21 contains 19870 members 
Entering Unmasked Estep 
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Iteration 202Q: 20 clusters Score -7.076822e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 184882 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 1303 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 22511 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4328 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17401 members 
Mstep: Class 15 contains 243952 members 
Mstep: Class 16 contains 17619 members 
Mstep: Class 17 contains 44896 members 
Mstep: Class 18 contains 52000 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 2266 members 
Mstep: Class 21 contains 19868 members 
Entering Unmasked Estep 
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Iteration 203Q: 20 clusters Score -7.076808e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 184303 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 1301 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 22929 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4332 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17406 members 
Mstep: Class 15 contains 244057 members 
Mstep: Class 16 contains 17621 members 
Mstep: Class 17 contains 44904 members 
Mstep: Class 18 contains 52006 members 
Mstep: Class 19 contains 855 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 19881 members 
Entering Unmasked Estep 
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Iteration 204Q: 20 clusters Score -7.076824e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 183663 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 1299 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 23363 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4336 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17409 members 
Mstep: Class 15 contains 244206 members 
Mstep: Class 16 contains 17624 members 
Mstep: Class 17 contains 44931 members 
Mstep: Class 18 contains 52017 members 
Mstep: Class 19 contains 855 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 19877 members 
Entering Unmasked Estep 
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Iteration 205Q: 20 clusters Score -7.076838e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 182992 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 1297 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 23844 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4336 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17430 members 
Mstep: Class 15 contains 244342 members 
Mstep: Class 16 contains 17625 members 
Mstep: Class 17 contains 44947 members 
Mstep: Class 18 contains 52019 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 19872 members 
Entering Unmasked Estep 
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Iteration 206Q: 20 clusters Score -7.076873e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 182273 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 1295 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 24347 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4336 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17440 members 
Mstep: Class 15 contains 244522 members 
Mstep: Class 16 contains 17620 members 
Mstep: Class 17 contains 44952 members 
Mstep: Class 18 contains 52027 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 19874 members 
Entering Unmasked Estep 
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Iteration 207Q: 20 clusters Score -7.076888e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 181533 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 1293 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 24872 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4337 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17454 members 
Mstep: Class 15 contains 244672 members 
Mstep: Class 16 contains 17618 members 
Mstep: Class 17 contains 44968 members 
Mstep: Class 18 contains 52048 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 19877 members 
Entering Unmasked Estep 
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Iteration 208Q: 20 clusters Score -7.076898e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 180781 members 
Mstep: Class 3 contains 1383 members 
Mstep: Class 4 contains 1291 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 25382 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4339 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17470 members 
Mstep: Class 15 contains 244823 members 
Mstep: Class 16 contains 17629 members 
Mstep: Class 17 contains 44959 members 
Mstep: Class 18 contains 52073 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 19898 members 
Entering Unmasked Estep 
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Iteration 209Q: 20 clusters Score -7.076903e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 180061 members 
Mstep: Class 3 contains 1383 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 25902 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4342 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17482 members 
Mstep: Class 15 contains 244966 members 
Mstep: Class 16 contains 17633 members 
Mstep: Class 17 contains 44957 members 
Mstep: Class 18 contains 52087 members 
Mstep: Class 19 contains 850 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 19911 members 
Entering Unmasked Estep 
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Iteration 210Q: 20 clusters Score -7.076904e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 179295 members 
Mstep: Class 3 contains 1383 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 26418 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4344 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17493 members 
Mstep: Class 15 contains 245114 members 
Mstep: Class 16 contains 17655 members 
Mstep: Class 17 contains 44959 members 
Mstep: Class 18 contains 52123 members 
Mstep: Class 19 contains 851 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 19932 members 
Entering Unmasked Estep 
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Iteration 211Q: 20 clusters Score -7.07695e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 178459 members 
Mstep: Class 3 contains 1384 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 26935 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4347 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17515 members 
Mstep: Class 15 contains 245305 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 44961 members 
Mstep: Class 18 contains 52176 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 19944 members 
Entering Unmasked Estep 
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Iteration 212Q: 20 clusters Score -7.076966e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 177629 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 27480 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4351 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17528 members 
Mstep: Class 15 contains 245486 members 
Mstep: Class 16 contains 17690 members 
Mstep: Class 17 contains 44948 members 
Mstep: Class 18 contains 52222 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 19959 members 
Entering Unmasked Estep 
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Iteration 213Q: 20 clusters Score -7.076974e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 176786 members 
Mstep: Class 3 contains 1384 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 28016 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4355 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17546 members 
Mstep: Class 15 contains 245663 members 
Mstep: Class 16 contains 17704 members 
Mstep: Class 17 contains 44942 members 
Mstep: Class 18 contains 52285 members 
Mstep: Class 19 contains 856 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 19973 members 
Entering Unmasked Estep 
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Iteration 214Q: 20 clusters Score -7.076988e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 175918 members 
Mstep: Class 3 contains 1383 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 28573 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17565 members 
Mstep: Class 15 contains 245869 members 
Mstep: Class 16 contains 17715 members 
Mstep: Class 17 contains 44937 members 
Mstep: Class 18 contains 52350 members 
Mstep: Class 19 contains 856 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 19968 members 
Entering Unmasked Estep 
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Iteration 215Q: 20 clusters Score -7.076998e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 175039 members 
Mstep: Class 3 contains 1383 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 29135 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4366 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17587 members 
Mstep: Class 15 contains 246046 members 
Mstep: Class 16 contains 17735 members 
Mstep: Class 17 contains 44931 members 
Mstep: Class 18 contains 52420 members 
Mstep: Class 19 contains 856 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 19980 members 
Entering Unmasked Estep 
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Iteration 216Q: 20 clusters Score -7.077015e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 174206 members 
Mstep: Class 3 contains 1384 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 29684 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17613 members 
Mstep: Class 15 contains 246198 members 
Mstep: Class 16 contains 17758 members 
Mstep: Class 17 contains 44909 members 
Mstep: Class 18 contains 52487 members 
Mstep: Class 19 contains 857 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 19985 members 
Entering Unmasked Estep 
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Iteration 217Q: 20 clusters Score -7.077017e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 173353 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 30210 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17635 members 
Mstep: Class 15 contains 246397 members 
Mstep: Class 16 contains 17786 members 
Mstep: Class 17 contains 44891 members 
Mstep: Class 18 contains 52530 members 
Mstep: Class 19 contains 857 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 20002 members 
Entering Unmasked Estep 
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Iteration 218Q: 20 clusters Score -7.077022e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 172439 members 
Mstep: Class 3 contains 1386 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 30778 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4388 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17655 members 
Mstep: Class 15 contains 246610 members 
Mstep: Class 16 contains 17813 members 
Mstep: Class 17 contains 44889 members 
Mstep: Class 18 contains 52569 members 
Mstep: Class 19 contains 858 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 21 contains 20023 members 
Entering Unmasked Estep 
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Iteration 219Q: 20 clusters Score -7.077046e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 171549 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 31344 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4394 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17668 members 
Mstep: Class 15 contains 246840 members 
Mstep: Class 16 contains 17834 members 
Mstep: Class 17 contains 44879 members 
Mstep: Class 18 contains 52600 members 
Mstep: Class 19 contains 859 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 20041 members 
Entering Unmasked Estep 
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Iteration 220F: 20 clusters Score -7.077071e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 170558 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 31915 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4400 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17700 members 
Mstep: Class 15 contains 247125 members 
Mstep: Class 16 contains 17861 members 
Mstep: Class 17 contains 44866 members 
Mstep: Class 18 contains 52633 members 
Mstep: Class 19 contains 860 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 20059 members 
Entering Unmasked Estep 
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Iteration 221Q: 20 clusters Score -7.077101e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 169572 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 32451 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4400 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17728 members 
Mstep: Class 15 contains 247433 members 
Mstep: Class 16 contains 17902 members 
Mstep: Class 17 contains 44863 members 
Mstep: Class 18 contains 52685 members 
Mstep: Class 19 contains 859 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 20060 members 
Entering Unmasked Estep 
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Iteration 222Q: 20 clusters Score -7.077098e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 168627 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 32971 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4400 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17750 members 
Mstep: Class 15 contains 247757 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 44849 members 
Mstep: Class 18 contains 52732 members 
Mstep: Class 19 contains 859 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 20060 members 
Entering Unmasked Estep 
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Iteration 223Q: 20 clusters Score -7.07711e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 167681 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 33459 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4400 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17760 members 
Mstep: Class 15 contains 248127 members 
Mstep: Class 16 contains 17983 members 
Mstep: Class 17 contains 44829 members 
Mstep: Class 18 contains 52775 members 
Mstep: Class 19 contains 860 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 21 contains 20057 members 
Entering Unmasked Estep 
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Iteration 224Q: 20 clusters Score -7.077102e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 166749 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 33938 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4400 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17769 members 
Mstep: Class 15 contains 248505 members 
Mstep: Class 16 contains 18019 members 
Mstep: Class 17 contains 44807 members 
Mstep: Class 18 contains 52809 members 
Mstep: Class 19 contains 862 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 21 contains 20062 members 
Entering Unmasked Estep 
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Iteration 225Q: 20 clusters Score -7.077118e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 165858 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 34398 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4401 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17782 members 
Mstep: Class 15 contains 248888 members 
Mstep: Class 16 contains 18049 members 
Mstep: Class 17 contains 44775 members 
Mstep: Class 18 contains 52835 members 
Mstep: Class 19 contains 865 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 20056 members 
Entering Unmasked Estep 
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Iteration 226Q: 20 clusters Score -7.077128e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 165032 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 34828 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17775 members 
Mstep: Class 15 contains 249227 members 
Mstep: Class 16 contains 18070 members 
Mstep: Class 17 contains 44753 members 
Mstep: Class 18 contains 52888 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2298 members 
Mstep: Class 21 contains 20054 members 
Entering Unmasked Estep 
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Iteration 227Q: 20 clusters Score -7.077122e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 164253 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 35235 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17777 members 
Mstep: Class 15 contains 249565 members 
Mstep: Class 16 contains 18097 members 
Mstep: Class 17 contains 44716 members 
Mstep: Class 18 contains 52900 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 20068 members 
Entering Unmasked Estep 
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Iteration 228Q: 20 clusters Score -7.077114e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 163501 members 
Mstep: Class 3 contains 1393 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 35622 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17778 members 
Mstep: Class 15 contains 249886 members 
Mstep: Class 16 contains 18109 members 
Mstep: Class 17 contains 44674 members 
Mstep: Class 18 contains 52941 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 20083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771368.000000 Penalty: 62942.238281
Iteration 229Q: 20 clusters Score -7.077137e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 162760 members 
Mstep: Class 3 contains 1393 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 36001 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17781 members 
Mstep: Class 15 contains 250232 members 
Mstep: Class 16 contains 18126 members 
Mstep: Class 17 contains 44635 members 
Mstep: Class 18 contains 52972 members 
Mstep: Class 19 contains 867 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 20089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771216.000000 Penalty: 62942.238281
Iteration 230Q: 20 clusters Score -7.077122e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 162077 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 36311 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17773 members 
Mstep: Class 15 contains 250592 members 
Mstep: Class 16 contains 18143 members 
Mstep: Class 17 contains 44598 members 
Mstep: Class 18 contains 52997 members 
Mstep: Class 19 contains 867 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 20094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771576.000000 Penalty: 62942.238281
Iteration 231Q: 20 clusters Score -7.077158e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 161379 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 36620 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4409 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17778 members 
Mstep: Class 15 contains 250949 members 
Mstep: Class 16 contains 18156 members 
Mstep: Class 17 contains 44564 members 
Mstep: Class 18 contains 53028 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 20094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771448.000000 Penalty: 62942.238281
Iteration 232Q: 20 clusters Score -7.077145e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 160653 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 36912 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4409 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17779 members 
Mstep: Class 15 contains 251341 members 
Mstep: Class 16 contains 18181 members 
Mstep: Class 17 contains 44522 members 
Mstep: Class 18 contains 53065 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 20100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771616.000000 Penalty: 62942.238281
Iteration 233Q: 20 clusters Score -7.077162e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 159978 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 37188 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4410 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17781 members 
Mstep: Class 15 contains 251716 members 
Mstep: Class 16 contains 18203 members 
Mstep: Class 17 contains 44470 members 
Mstep: Class 18 contains 53077 members 
Mstep: Class 19 contains 870 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 20110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771784.000000 Penalty: 62942.238281
Iteration 234Q: 20 clusters Score -7.077178e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 159293 members 
Mstep: Class 3 contains 1402 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 37454 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4411 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17790 members 
Mstep: Class 15 contains 252116 members 
Mstep: Class 16 contains 18221 members 
Mstep: Class 17 contains 44415 members 
Mstep: Class 18 contains 53089 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 20122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771888.000000 Penalty: 62942.238281
Iteration 235Q: 20 clusters Score -7.077189e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 158681 members 
Mstep: Class 3 contains 1403 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 37692 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4413 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17789 members 
Mstep: Class 15 contains 252478 members 
Mstep: Class 16 contains 18242 members 
Mstep: Class 17 contains 44356 members 
Mstep: Class 18 contains 53105 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 21 contains 20133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771920.000000 Penalty: 62942.238281
Iteration 236Q: 20 clusters Score -7.077192e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 158099 members 
Mstep: Class 3 contains 1404 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 677 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 37919 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4414 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17782 members 
Mstep: Class 15 contains 252837 members 
Mstep: Class 16 contains 18253 members 
Mstep: Class 17 contains 44316 members 
Mstep: Class 18 contains 53120 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 20129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771728.000000 Penalty: 62942.238281
Iteration 237Q: 20 clusters Score -7.077173e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 157622 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 38078 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4415 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17781 members 
Mstep: Class 15 contains 253145 members 
Mstep: Class 16 contains 18258 members 
Mstep: Class 17 contains 44278 members 
Mstep: Class 18 contains 53139 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 20133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771664.000000 Penalty: 62942.238281
Iteration 238Q: 20 clusters Score -7.077166e+07 nChanged 856
Entering ConstructFrom: 
Score: -70771664.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (16237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Entering Unmasked Estep 
Score: -1885142.625000 Penalty: 2404.372070
	Iteration 0F: 2 clusters Score -1885143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1873582.625000 Penalty: 4808.744141
	Iteration 0F: 3 clusters Score -1873583 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1877267.500000 Penalty: 4808.744141
	Iteration 1F: 3 clusters Score -1877268 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1877589.375000 Penalty: 4808.744141
	Iteration 2F: 3 clusters Score -1877589 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1877851.500000 Penalty: 4808.744141
	Iteration 3Q: 3 clusters Score -1877852 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1878053.500000 Penalty: 4808.744141
	Iteration 4Q: 3 clusters Score -1878054 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1878231.500000 Penalty: 4808.744141
	Iteration 5Q: 3 clusters Score -1878232 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1878392.000000 Penalty: 4808.744141
	Iteration 6Q: 3 clusters Score -1878392 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1878576.125000 Penalty: 4808.744141
	Iteration 7Q: 3 clusters Score -1878576 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1878785.500000 Penalty: 4808.744141
	Iteration 8Q: 3 clusters Score -1878786 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1879078.875000 Penalty: 4808.744141
	Iteration 9Q: 3 clusters Score -1879079 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1879460.500000 Penalty: 4808.744141
	Iteration 10Q: 3 clusters Score -1879460 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1879908.625000 Penalty: 4808.744141
	Iteration 11Q: 3 clusters Score -1879909 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1880444.250000 Penalty: 4808.744141
	Iteration 12Q: 3 clusters Score -1880444 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1880965.000000 Penalty: 4808.744141
	Iteration 13Q: 3 clusters Score -1880965 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1881432.750000 Penalty: 4808.744141
	Iteration 14Q: 3 clusters Score -1881433 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1881773.875000 Penalty: 4808.744141
	Iteration 15Q: 3 clusters Score -1881774 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1882034.875000 Penalty: 4808.744141
	Iteration 16Q: 3 clusters Score -1882035 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1882232.750000 Penalty: 4808.744141
	Iteration 17Q: 3 clusters Score -1882233 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1882368.375000 Penalty: 4808.744141
	Iteration 18Q: 3 clusters Score -1882368 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1882485.125000 Penalty: 4808.744141
	Iteration 19Q: 3 clusters Score -1882485 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1882592.250000 Penalty: 4808.744141
	Iteration 20F: 3 clusters Score -1882592 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1882672.250000 Penalty: 4808.744141
	Iteration 21Q: 3 clusters Score -1882672 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1882741.625000 Penalty: 4808.744141
	Iteration 22Q: 3 clusters Score -1882742 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1882798.750000 Penalty: 4808.744141
	Iteration 23Q: 3 clusters Score -1882799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1882838.500000 Penalty: 4808.744141
	Iteration 24Q: 3 clusters Score -1882838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1882866.000000 Penalty: 4808.744141
	Iteration 25Q: 3 clusters Score -1882866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1882887.875000 Penalty: 4808.744141
	Iteration 26Q: 3 clusters Score -1882888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1882921.000000 Penalty: 4808.744141
	Iteration 27Q: 3 clusters Score -1882921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1882949.000000 Penalty: 4808.744141
	Iteration 28Q: 3 clusters Score -1882949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1882967.250000 Penalty: 4808.744141
	Iteration 29Q: 3 clusters Score -1882967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1882984.750000 Penalty: 4808.744141
	Iteration 30Q: 3 clusters Score -1882985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1883000.125000 Penalty: 4808.744141
	Iteration 31Q: 3 clusters Score -1883000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1883015.000000 Penalty: 4808.744141
	Iteration 32Q: 3 clusters Score -1883015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1883026.750000 Penalty: 4808.744141
	Iteration 33Q: 3 clusters Score -1883027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1883036.375000 Penalty: 4808.744141
	Iteration 34Q: 3 clusters Score -1883036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1883044.125000 Penalty: 4808.744141
	Iteration 35Q: 3 clusters Score -1883044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1883047.500000 Penalty: 4808.744141
	Iteration 36Q: 3 clusters Score -1883048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1883053.000000 Penalty: 4808.744141
	Iteration 37Q: 3 clusters Score -1883053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1883052.250000 Penalty: 4808.744141
	Iteration 38Q: 3 clusters Score -1883052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1883057.375000 Penalty: 4808.744141
	Iteration 39Q: 3 clusters Score -1883057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1883058.375000 Penalty: 4808.744141
	Iteration 40F: 3 clusters Score -1883058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1883064.250000 Penalty: 4808.744141
	Iteration 41Q: 3 clusters Score -1883064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1883064.125000 Penalty: 4808.744141
	Iteration 42Q: 3 clusters Score -1883064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1883064.125000 Penalty: 4808.744141
	Iteration 43F: 3 clusters Score -1883064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (157179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157179 members 
Entering Unmasked Estep 
Score: -17786402.000000 Penalty: 2967.354736
	Iteration 0F: 2 clusters Score -1.77864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -17681868.000000 Penalty: 5934.709473
	Iteration 0F: 3 clusters Score -1.768187e+07 nChanged 75186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81878 members 
Mstep: Class 2 contains 75301 members 
Entering Unmasked Estep 
Score: -17726670.000000 Penalty: 5934.709473
	Iteration 1F: 3 clusters Score -1.772667e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 73706 members 
Entering Unmasked Estep 
Score: -17728658.000000 Penalty: 5934.709473
	Iteration 2Q: 3 clusters Score -1.772866e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -17731250.000000 Penalty: 5934.709473
	Iteration 3Q: 3 clusters Score -1.773125e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -17734946.000000 Penalty: 5934.709473
	Iteration 4Q: 3 clusters Score -1.773495e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93710 members 
Mstep: Class 2 contains 63469 members 
Entering Unmasked Estep 
Score: -17739930.000000 Penalty: 5934.709473
	Iteration 5F: 3 clusters Score -1.773993e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99925 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -17746498.000000 Penalty: 5934.709473
	Iteration 6F: 3 clusters Score -1.77465e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107310 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -17754490.000000 Penalty: 5934.709473
	Iteration 7F: 3 clusters Score -1.775449e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114586 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -17761830.000000 Penalty: 5934.709473
	Iteration 8F: 3 clusters Score -1.776183e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120767 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -17767502.000000 Penalty: 5934.709473
	Iteration 9F: 3 clusters Score -1.77675e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125766 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -17771420.000000 Penalty: 5934.709473
	Iteration 10Q: 3 clusters Score -1.777142e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129893 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -17774030.000000 Penalty: 5934.709473
	Iteration 11Q: 3 clusters Score -1.777403e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133573 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -17776024.000000 Penalty: 5934.709473
	Iteration 12Q: 3 clusters Score -1.777602e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136838 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -17777576.000000 Penalty: 5934.709473
	Iteration 13Q: 3 clusters Score -1.777758e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -17779058.000000 Penalty: 5934.709473
	Iteration 14Q: 3 clusters Score -1.777906e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142354 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -17780474.000000 Penalty: 5934.709473
	Iteration 15Q: 3 clusters Score -1.778047e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144614 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -17781616.000000 Penalty: 5934.709473
	Iteration 16Q: 3 clusters Score -1.778162e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146610 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -17782824.000000 Penalty: 5934.709473
	Iteration 17Q: 3 clusters Score -1.778282e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148337 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -17783802.000000 Penalty: 5934.709473
	Iteration 18Q: 3 clusters Score -1.77838e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149671 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -17784568.000000 Penalty: 5934.709473
	Iteration 19Q: 3 clusters Score -1.778457e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150697 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -17785058.000000 Penalty: 5934.709473
	Iteration 20F: 3 clusters Score -1.778506e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151436 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -17785386.000000 Penalty: 5934.709473
	Iteration 21Q: 3 clusters Score -1.778539e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152019 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -17785676.000000 Penalty: 5934.709473
	Iteration 22Q: 3 clusters Score -1.778568e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152466 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -17785872.000000 Penalty: 5934.709473
	Iteration 23Q: 3 clusters Score -1.778587e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152845 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -17786044.000000 Penalty: 5934.709473
	Iteration 24Q: 3 clusters Score -1.778604e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153161 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -17786086.000000 Penalty: 5934.709473
	Iteration 25Q: 3 clusters Score -1.778609e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153405 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -17786134.000000 Penalty: 5934.709473
	Iteration 26Q: 3 clusters Score -1.778613e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153594 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -17786170.000000 Penalty: 5934.709473
	Iteration 27Q: 3 clusters Score -1.778617e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153739 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -17786210.000000 Penalty: 5934.709473
	Iteration 28Q: 3 clusters Score -1.778621e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153869 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -17786264.000000 Penalty: 5934.709473
	Iteration 29Q: 3 clusters Score -1.778626e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153982 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -17786258.000000 Penalty: 5934.709473
	Iteration 30Q: 3 clusters Score -1.778626e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154067 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -17786300.000000 Penalty: 5934.709473
	Iteration 31Q: 3 clusters Score -1.77863e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154129 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -17786318.000000 Penalty: 5934.709473
	Iteration 32Q: 3 clusters Score -1.778632e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154179 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -17786352.000000 Penalty: 5934.709473
	Iteration 33Q: 3 clusters Score -1.778635e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154215 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -17786346.000000 Penalty: 5934.709473
	Iteration 34Q: 3 clusters Score -1.778635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154245 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -17786352.000000 Penalty: 5934.709473
	Iteration 35Q: 3 clusters Score -1.778635e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154282 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -17786378.000000 Penalty: 5934.709473
	Iteration 36Q: 3 clusters Score -1.778638e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154311 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -17786382.000000 Penalty: 5934.709473
	Iteration 37Q: 3 clusters Score -1.778638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154333 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -17786386.000000 Penalty: 5934.709473
	Iteration 38Q: 3 clusters Score -1.778639e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154352 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -17786398.000000 Penalty: 5934.709473
	Iteration 39Q: 3 clusters Score -1.77864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154370 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -17786398.000000 Penalty: 5934.709473
	Iteration 40F: 3 clusters Score -1.77864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154386 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -17786414.000000 Penalty: 5934.709473
	Iteration 41Q: 3 clusters Score -1.778641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154404 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -17786404.000000 Penalty: 5934.709473
	Iteration 42Q: 3 clusters Score -1.77864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154418 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -17786408.000000 Penalty: 5934.709473
	Iteration 43Q: 3 clusters Score -1.778641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154433 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -17786406.000000 Penalty: 5934.709473
	Iteration 44Q: 3 clusters Score -1.778641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154444 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -17786416.000000 Penalty: 5934.709473
	Iteration 45Q: 3 clusters Score -1.778642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154456 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -17786434.000000 Penalty: 5934.709473
	Iteration 46Q: 3 clusters Score -1.778643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154465 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -17786426.000000 Penalty: 5934.709473
	Iteration 47Q: 3 clusters Score -1.778643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154471 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -17786412.000000 Penalty: 5934.709473
	Iteration 48Q: 3 clusters Score -1.778641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154480 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -17786412.000000 Penalty: 5934.709473
	Iteration 49Q: 3 clusters Score -1.778641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154487 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -17786422.000000 Penalty: 5934.709473
	Iteration 50Q: 3 clusters Score -1.778642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -17786416.000000 Penalty: 5934.709473
	Iteration 51Q: 3 clusters Score -1.778642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154506 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -17786406.000000 Penalty: 5934.709473
	Iteration 52Q: 3 clusters Score -1.778641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154513 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -17786402.000000 Penalty: 5934.709473
	Iteration 53Q: 3 clusters Score -1.77864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154528 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -17786414.000000 Penalty: 5934.709473
	Iteration 54Q: 3 clusters Score -1.778641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154531 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -17786410.000000 Penalty: 5934.709473
	Iteration 55Q: 3 clusters Score -1.778641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154537 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -17786396.000000 Penalty: 5934.709473
	Iteration 56Q: 3 clusters Score -1.77864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154539 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -17786404.000000 Penalty: 5934.709473
	Iteration 57Q: 3 clusters Score -1.77864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154542 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -17786424.000000 Penalty: 5934.709473
	Iteration 58Q: 3 clusters Score -1.778642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154543 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -17786428.000000 Penalty: 5934.709473
	Iteration 59Q: 3 clusters Score -1.778643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154547 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -17786430.000000 Penalty: 5934.709473
	Iteration 60F: 3 clusters Score -1.778643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154550 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -17786452.000000 Penalty: 5934.709473
	Iteration 61Q: 3 clusters Score -1.778645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154552 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -17786438.000000 Penalty: 5934.709473
	Iteration 62Q: 3 clusters Score -1.778644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154553 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -17786442.000000 Penalty: 5934.709473
	Iteration 63Q: 3 clusters Score -1.778644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154553 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -17786442.000000 Penalty: 5934.709473
	Iteration 64F: 3 clusters Score -1.778644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 154553 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 38231 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 2626 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17775 members 
Mstep: Class 15 contains 253446 members 
Mstep: Class 16 contains 18260 members 
Mstep: Class 17 contains 44239 members 
Mstep: Class 18 contains 53156 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 20133 members 
Entering Unmasked Estep 
Score: -70771448.000000 Penalty: 66254.992188
Splitting cluster 2 changes total score from -70771664.000000 to -70771448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -156138.484375 Penalty: 1797.629028
	Iteration 0F: 2 clusters Score -156138.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -153901.671875 Penalty: 3595.258057
	Iteration 0F: 3 clusters Score -153901.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -154238.906250 Penalty: 3595.258057
	Iteration 1F: 3 clusters Score -154238.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -154346.453125 Penalty: 3595.258057
	Iteration 2F: 3 clusters Score -154346.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -154401.265625 Penalty: 3595.258057
	Iteration 3Q: 3 clusters Score -154401.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -154458.046875 Penalty: 3595.258057
	Iteration 4Q: 3 clusters Score -154458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -154498.671875 Penalty: 3595.258057
	Iteration 5Q: 3 clusters Score -154498.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -154532.531250 Penalty: 3595.258057
	Iteration 6Q: 3 clusters Score -154532.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -154550.937500 Penalty: 3595.258057
	Iteration 7Q: 3 clusters Score -154550.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -154566.796875 Penalty: 3595.258057
	Iteration 8Q: 3 clusters Score -154566.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -154586.031250 Penalty: 3595.258057
	Iteration 9Q: 3 clusters Score -154586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -154595.562500 Penalty: 3595.258057
	Iteration 10Q: 3 clusters Score -154595.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -154603.328125 Penalty: 3595.258057
	Iteration 11Q: 3 clusters Score -154603.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -154610.312500 Penalty: 3595.258057
	Iteration 12Q: 3 clusters Score -154610.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -154617.000000 Penalty: 3595.258057
	Iteration 13Q: 3 clusters Score -154617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -154624.875000 Penalty: 3595.258057
	Iteration 14Q: 3 clusters Score -154624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -154625.843750 Penalty: 3595.258057
	Iteration 15Q: 3 clusters Score -154625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -154626.265625 Penalty: 3595.258057
	Iteration 16Q: 3 clusters Score -154626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -154628.328125 Penalty: 3595.258057
	Iteration 17Q: 3 clusters Score -154628.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -154629.281250 Penalty: 3595.258057
	Iteration 18Q: 3 clusters Score -154629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -154629.281250 Penalty: 3595.258057
	Iteration 19F: 3 clusters Score -154629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -121762.125000 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -121762.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -119742.234375 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -119742.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -120407.179688 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -120407.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -120729.875000 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -120729.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -121013.296875 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -121013.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -121302.289062 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -121302.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -121504.226562 Penalty: 3552.549072
	Iteration 5F: 3 clusters Score -121504.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -121619.546875 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -121619.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -121686.648438 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -121686.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -121740.953125 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -121741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -121798.601562 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -121798.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -121884.265625 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -121884.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -121954.390625 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -121954.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -121988.304688 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -121988.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -122015.226562 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -122015.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -122077.078125 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -122077.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -122251.531250 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -122251.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -122424.023438 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -122424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -122472.210938 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -122472.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -122535.328125 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -122535.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -122584.562500 Penalty: 3552.549072
	Iteration 19Q: 3 clusters Score -122584.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -122638.414062 Penalty: 3552.549072
	Iteration 20F: 3 clusters Score -122638.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122701.046875 Penalty: 3552.549072
	Iteration 21Q: 3 clusters Score -122701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122742.960938 Penalty: 3552.549072
	Iteration 22Q: 3 clusters Score -122743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -122760.843750 Penalty: 3552.549072
	Iteration 23Q: 3 clusters Score -122760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -122761.945312 Penalty: 3552.549072
	Iteration 24Q: 3 clusters Score -122761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -122761.945312 Penalty: 3552.549072
	Iteration 25F: 3 clusters Score -122761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 157179 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 38231 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17775 members 
Mstep: Class 15 contains 253446 members 
Mstep: Class 16 contains 18260 members 
Mstep: Class 17 contains 44239 members 
Mstep: Class 18 contains 53156 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 20133 members 
Entering Unmasked Estep 
Score: -70770976.000000 Penalty: 66254.992188
Splitting cluster 4 changes total score from -70771664.000000 to -70770976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -74741.328125 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -74741.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73045.554688 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -73045.55 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73240.671875 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -73240.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73304.695312 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -73304.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73324.890625 Penalty: 3232.031738
	Iteration 3Q: 3 clusters Score -73324.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73334.359375 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -73334.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73334.359375 Penalty: 3232.031738
	Iteration 5F: 3 clusters Score -73334.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -100254.070312 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -100254.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -98298.945312 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -98298.95 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -98699.093750 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -98699.09 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98895.304688 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -98895.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -99057.929688 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -99057.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -99238.031250 Penalty: 3440.907715
	Iteration 4F: 3 clusters Score -99238.03 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99473.757812 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -99473.76 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -99681.859375 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -99681.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -99758.085938 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -99758.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -99799.859375 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -99799.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -99830.679688 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -99830.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -99856.257812 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -99856.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -99865.195312 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -99865.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99871.601562 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -99871.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99875.445312 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -99875.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99879.835938 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -99879.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99885.976562 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -99885.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99892.390625 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -99892.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99896.351562 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -99896.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99896.351562 Penalty: 3440.907715
	Iteration 18F: 3 clusters Score -99896.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Entering Unmasked Estep 
Score: -4391747.000000 Penalty: 2616.747803
	Iteration 0F: 2 clusters Score -4391747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4365657.500000 Penalty: 5233.495605
	Iteration 0F: 3 clusters Score -4365658 nChanged 17481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -4375182.000000 Penalty: 5233.495605
	Iteration 1F: 3 clusters Score -4375182 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -4375616.000000 Penalty: 5233.495605
	Iteration 2Q: 3 clusters Score -4375616 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4376040.000000 Penalty: 5233.495605
	Iteration 3Q: 3 clusters Score -4376040 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4376454.500000 Penalty: 5233.495605
	Iteration 4Q: 3 clusters Score -4376454 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -4376912.000000 Penalty: 5233.495605
	Iteration 5Q: 3 clusters Score -4376912 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4377408.000000 Penalty: 5233.495605
	Iteration 6Q: 3 clusters Score -4377408 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4378037.500000 Penalty: 5233.495605
	Iteration 7Q: 3 clusters Score -4378038 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -4378779.000000 Penalty: 5233.495605
	Iteration 8Q: 3 clusters Score -4378779 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -4379824.500000 Penalty: 5233.495605
	Iteration 9Q: 3 clusters Score -4379824 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -4381165.000000 Penalty: 5233.495605
	Iteration 10F: 3 clusters Score -4381165 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -4382557.000000 Penalty: 5233.495605
	Iteration 11F: 3 clusters Score -4382557 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -4383822.000000 Penalty: 5233.495605
	Iteration 12F: 3 clusters Score -4383822 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -4384681.000000 Penalty: 5233.495605
	Iteration 13Q: 3 clusters Score -4384681 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -4385266.500000 Penalty: 5233.495605
	Iteration 14Q: 3 clusters Score -4385266 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -4385586.500000 Penalty: 5233.495605
	Iteration 15Q: 3 clusters Score -4385586 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -4385874.000000 Penalty: 5233.495605
	Iteration 16Q: 3 clusters Score -4385874 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -4386117.000000 Penalty: 5233.495605
	Iteration 17Q: 3 clusters Score -4386117 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -4386338.500000 Penalty: 5233.495605
	Iteration 18Q: 3 clusters Score -4386338 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4386555.500000 Penalty: 5233.495605
	Iteration 19Q: 3 clusters Score -4386556 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -4386796.500000 Penalty: 5233.495605
	Iteration 20F: 3 clusters Score -4386796 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -4387059.500000 Penalty: 5233.495605
	Iteration 21Q: 3 clusters Score -4387060 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -4387346.000000 Penalty: 5233.495605
	Iteration 22Q: 3 clusters Score -4387346 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -4387658.500000 Penalty: 5233.495605
	Iteration 23Q: 3 clusters Score -4387658 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4387936.500000 Penalty: 5233.495605
	Iteration 24Q: 3 clusters Score -4387936 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -4388259.000000 Penalty: 5233.495605
	Iteration 25Q: 3 clusters Score -4388259 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -4388555.000000 Penalty: 5233.495605
	Iteration 26Q: 3 clusters Score -4388555 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4388834.500000 Penalty: 5233.495605
	Iteration 27Q: 3 clusters Score -4388834 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4389072.500000 Penalty: 5233.495605
	Iteration 28Q: 3 clusters Score -4389072 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -4389253.000000 Penalty: 5233.495605
	Iteration 29Q: 3 clusters Score -4389253 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4389376.500000 Penalty: 5233.495605
	Iteration 30Q: 3 clusters Score -4389376 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -4389473.500000 Penalty: 5233.495605
	Iteration 31Q: 3 clusters Score -4389474 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4389532.500000 Penalty: 5233.495605
	Iteration 32Q: 3 clusters Score -4389532 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -4389568.000000 Penalty: 5233.495605
	Iteration 33Q: 3 clusters Score -4389568 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -4389617.500000 Penalty: 5233.495605
	Iteration 34Q: 3 clusters Score -4389618 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4389661.500000 Penalty: 5233.495605
	Iteration 35Q: 3 clusters Score -4389662 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -4389695.000000 Penalty: 5233.495605
	Iteration 36Q: 3 clusters Score -4389695 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4389710.500000 Penalty: 5233.495605
	Iteration 37Q: 3 clusters Score -4389710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -4389723.000000 Penalty: 5233.495605
	Iteration 38Q: 3 clusters Score -4389723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4389720.000000 Penalty: 5233.495605
	Iteration 39Q: 3 clusters Score -4389720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -4389735.000000 Penalty: 5233.495605
	Iteration 40F: 3 clusters Score -4389735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -4389762.500000 Penalty: 5233.495605
	Iteration 41Q: 3 clusters Score -4389762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -4389762.000000 Penalty: 5233.495605
	Iteration 42Q: 3 clusters Score -4389762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -4389775.500000 Penalty: 5233.495605
	Iteration 43Q: 3 clusters Score -4389776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -4389776.500000 Penalty: 5233.495605
	Iteration 44Q: 3 clusters Score -4389776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -4389771.500000 Penalty: 5233.495605
	Iteration 45Q: 3 clusters Score -4389772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4389779.500000 Penalty: 5233.495605
	Iteration 46Q: 3 clusters Score -4389780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -4389780.500000 Penalty: 5233.495605
	Iteration 47Q: 3 clusters Score -4389780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -4389790.500000 Penalty: 5233.495605
	Iteration 48Q: 3 clusters Score -4389790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -4389792.500000 Penalty: 5233.495605
	Iteration 49Q: 3 clusters Score -4389792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -4389787.000000 Penalty: 5233.495605
	Iteration 50Q: 3 clusters Score -4389787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -4389791.500000 Penalty: 5233.495605
	Iteration 51Q: 3 clusters Score -4389792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -4389793.500000 Penalty: 5233.495605
	Iteration 52Q: 3 clusters Score -4389794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -4389803.000000 Penalty: 5233.495605
	Iteration 53Q: 3 clusters Score -4389803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -4389803.500000 Penalty: 5233.495605
	Iteration 54Q: 3 clusters Score -4389804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -4389803.000000 Penalty: 5233.495605
	Iteration 55Q: 3 clusters Score -4389803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -4389807.500000 Penalty: 5233.495605
	Iteration 56Q: 3 clusters Score -4389808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -4389816.000000 Penalty: 5233.495605
	Iteration 57Q: 3 clusters Score -4389816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -4389817.500000 Penalty: 5233.495605
	Iteration 58Q: 3 clusters Score -4389818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -4389822.000000 Penalty: 5233.495605
	Iteration 59Q: 3 clusters Score -4389822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -4389827.000000 Penalty: 5233.495605
	Iteration 60F: 3 clusters Score -4389827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -4389822.500000 Penalty: 5233.495605
	Iteration 61Q: 3 clusters Score -4389822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -4389825.500000 Penalty: 5233.495605
	Iteration 62Q: 3 clusters Score -4389826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4389823.500000 Penalty: 5233.495605
	Iteration 63Q: 3 clusters Score -4389824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -4389828.500000 Penalty: 5233.495605
	Iteration 64Q: 3 clusters Score -4389828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -4389831.500000 Penalty: 5233.495605
	Iteration 65Q: 3 clusters Score -4389832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -4389830.500000 Penalty: 5233.495605
	Iteration 66Q: 3 clusters Score -4389830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -4389831.500000 Penalty: 5233.495605
	Iteration 67Q: 3 clusters Score -4389832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -4389839.000000 Penalty: 5233.495605
	Iteration 68Q: 3 clusters Score -4389839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4389839.500000 Penalty: 5233.495605
	Iteration 69Q: 3 clusters Score -4389840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -4389845.500000 Penalty: 5233.495605
	Iteration 70Q: 3 clusters Score -4389846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -4389844.000000 Penalty: 5233.495605
	Iteration 71Q: 3 clusters Score -4389844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4389844.000000 Penalty: 5233.495605
	Iteration 72Q: 3 clusters Score -4389844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -4389851.000000 Penalty: 5233.495605
	Iteration 73Q: 3 clusters Score -4389851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -4389849.500000 Penalty: 5233.495605
	Iteration 74Q: 3 clusters Score -4389850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -4389860.500000 Penalty: 5233.495605
	Iteration 75Q: 3 clusters Score -4389860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -4389855.500000 Penalty: 5233.495605
	Iteration 76Q: 3 clusters Score -4389856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -4389855.500000 Penalty: 5233.495605
	Iteration 77Q: 3 clusters Score -4389856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -4389856.000000 Penalty: 5233.495605
	Iteration 78Q: 3 clusters Score -4389856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -4389851.000000 Penalty: 5233.495605
	Iteration 79Q: 3 clusters Score -4389851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -4389850.000000 Penalty: 5233.495605
	Iteration 80F: 3 clusters Score -4389850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4389850.000000 Penalty: 5233.495605
	Iteration 81Q: 3 clusters Score -4389850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4389850.000000 Penalty: 5233.495605
	Iteration 82F: 3 clusters Score -4389850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -100438.289062 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -100438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98566.796875 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -98566.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98815.695312 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -98815.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -98902.351562 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -98902.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98961.882812 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -98961.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -99015.070312 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -99015.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -99081.835938 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -99081.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -99145.625000 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -99145.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99194.812500 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -99194.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99257.531250 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -99257.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -99285.554688 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -99285.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -99302.562500 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -99302.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -99306.726562 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -99306.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -99311.101562 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -99311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -99320.429688 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -99320.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -99322.671875 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -99322.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -99324.359375 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -99324.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99327.148438 Penalty: 3377.283447
	Iteration 16Q: 3 clusters Score -99327.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99327.148438 Penalty: 3377.283447
	Iteration 17F: 3 clusters Score -99327.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Entering Unmasked Estep 
Score: -482524.875000 Penalty: 2081.517578
	Iteration 0F: 2 clusters Score -482524.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -478439.468750 Penalty: 4163.035156
	Iteration 0F: 3 clusters Score -478439.5 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -479527.125000 Penalty: 4163.035156
	Iteration 1F: 3 clusters Score -479527.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -479852.781250 Penalty: 4163.035156
	Iteration 2F: 3 clusters Score -479852.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -480117.031250 Penalty: 4163.035156
	Iteration 3F: 3 clusters Score -480117 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -480338.218750 Penalty: 4163.035156
	Iteration 4F: 3 clusters Score -480338.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -480510.187500 Penalty: 4163.035156
	Iteration 5F: 3 clusters Score -480510.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -480665.312500 Penalty: 4163.035156
	Iteration 6Q: 3 clusters Score -480665.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -480782.250000 Penalty: 4163.035156
	Iteration 7Q: 3 clusters Score -480782.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -480888.500000 Penalty: 4163.035156
	Iteration 8Q: 3 clusters Score -480888.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -480945.812500 Penalty: 4163.035156
	Iteration 9Q: 3 clusters Score -480945.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -480995.312500 Penalty: 4163.035156
	Iteration 10Q: 3 clusters Score -480995.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -481037.000000 Penalty: 4163.035156
	Iteration 11Q: 3 clusters Score -481037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -481068.906250 Penalty: 4163.035156
	Iteration 12Q: 3 clusters Score -481068.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -481083.843750 Penalty: 4163.035156
	Iteration 13Q: 3 clusters Score -481083.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -481098.125000 Penalty: 4163.035156
	Iteration 14Q: 3 clusters Score -481098.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -481102.000000 Penalty: 4163.035156
	Iteration 15Q: 3 clusters Score -481102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -481105.687500 Penalty: 4163.035156
	Iteration 16Q: 3 clusters Score -481105.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -481108.500000 Penalty: 4163.035156
	Iteration 17Q: 3 clusters Score -481108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -481111.281250 Penalty: 4163.035156
	Iteration 18Q: 3 clusters Score -481111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -481111.468750 Penalty: 4163.035156
	Iteration 19Q: 3 clusters Score -481111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -481111.468750 Penalty: 4163.035156
	Iteration 20F: 3 clusters Score -481111.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -91927.914062 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -91927.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90138.562500 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -90138.56 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90381.867188 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -90381.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90461.726562 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -90461.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90500.218750 Penalty: 3324.172363
	Iteration 3Q: 3 clusters Score -90500.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90524.210938 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -90524.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -90536.414062 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -90536.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90542.007812 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -90542.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90547.335938 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -90547.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90551.734375 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -90551.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90555.007812 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -90555.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -90559.000000 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -90559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90564.289062 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -90564.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90567.460938 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -90567.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90569.640625 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -90569.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -90570.671875 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -90570.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -90570.671875 Penalty: 3324.172363
	Iteration 15F: 3 clusters Score -90570.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -37209.113281 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -37209.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35880.718750 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -35880.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36062.363281 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -36062.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36097.394531 Penalty: 2930.409180
	Iteration 2Q: 3 clusters Score -36097.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36128.007812 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -36128.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36183.660156 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -36183.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36190.703125 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -36190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36194.750000 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -36194.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36197.511719 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -36197.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36197.511719 Penalty: 2930.409180
	Iteration 8F: 3 clusters Score -36197.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Entering Unmasked Estep 
Score: -2059905.625000 Penalty: 2426.815918
	Iteration 0F: 2 clusters Score -2059906 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 8923 members 
Entering Unmasked Estep 
Score: -2047202.625000 Penalty: 4853.631836
	Iteration 0F: 3 clusters Score -2047203 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2051322.625000 Penalty: 4853.631836
	Iteration 1F: 3 clusters Score -2051323 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2051672.625000 Penalty: 4853.631836
	Iteration 2F: 3 clusters Score -2051673 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2051968.750000 Penalty: 4853.631836
	Iteration 3Q: 3 clusters Score -2051969 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2052265.875000 Penalty: 4853.631836
	Iteration 4Q: 3 clusters Score -2052266 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2052637.250000 Penalty: 4853.631836
	Iteration 5Q: 3 clusters Score -2052637 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2053083.500000 Penalty: 4853.631836
	Iteration 6Q: 3 clusters Score -2053084 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2053684.750000 Penalty: 4853.631836
	Iteration 7F: 3 clusters Score -2053685 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2054365.000000 Penalty: 4853.631836
	Iteration 8F: 3 clusters Score -2054365 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2055232.250000 Penalty: 4853.631836
	Iteration 9F: 3 clusters Score -2055232 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2056065.375000 Penalty: 4853.631836
	Iteration 10F: 3 clusters Score -2056065 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2056747.250000 Penalty: 4853.631836
	Iteration 11Q: 3 clusters Score -2056747 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2057214.375000 Penalty: 4853.631836
	Iteration 12Q: 3 clusters Score -2057214 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2057476.000000 Penalty: 4853.631836
	Iteration 13Q: 3 clusters Score -2057476 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2057633.375000 Penalty: 4853.631836
	Iteration 14Q: 3 clusters Score -2057633 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2057714.375000 Penalty: 4853.631836
	Iteration 15Q: 3 clusters Score -2057714 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2057757.875000 Penalty: 4853.631836
	Iteration 16Q: 3 clusters Score -2057758 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2057802.750000 Penalty: 4853.631836
	Iteration 17Q: 3 clusters Score -2057803 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2057823.000000 Penalty: 4853.631836
	Iteration 18Q: 3 clusters Score -2057823 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2057850.500000 Penalty: 4853.631836
	Iteration 19Q: 3 clusters Score -2057850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2057865.625000 Penalty: 4853.631836
	Iteration 20F: 3 clusters Score -2057866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2057872.250000 Penalty: 4853.631836
	Iteration 21Q: 3 clusters Score -2057872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2057883.375000 Penalty: 4853.631836
	Iteration 22Q: 3 clusters Score -2057883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2057893.500000 Penalty: 4853.631836
	Iteration 23Q: 3 clusters Score -2057894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2057898.625000 Penalty: 4853.631836
	Iteration 24Q: 3 clusters Score -2057899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2057910.750000 Penalty: 4853.631836
	Iteration 25Q: 3 clusters Score -2057911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2057927.750000 Penalty: 4853.631836
	Iteration 26Q: 3 clusters Score -2057928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2057938.000000 Penalty: 4853.631836
	Iteration 27Q: 3 clusters Score -2057938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2057948.750000 Penalty: 4853.631836
	Iteration 28Q: 3 clusters Score -2057949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2057952.750000 Penalty: 4853.631836
	Iteration 29Q: 3 clusters Score -2057953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2057956.000000 Penalty: 4853.631836
	Iteration 30Q: 3 clusters Score -2057956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2057963.125000 Penalty: 4853.631836
	Iteration 31Q: 3 clusters Score -2057963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2057968.125000 Penalty: 4853.631836
	Iteration 32Q: 3 clusters Score -2057968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2057978.750000 Penalty: 4853.631836
	Iteration 33Q: 3 clusters Score -2057979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2057977.750000 Penalty: 4853.631836
	Iteration 34Q: 3 clusters Score -2057978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2057984.375000 Penalty: 4853.631836
	Iteration 35Q: 3 clusters Score -2057984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2057987.125000 Penalty: 4853.631836
	Iteration 36Q: 3 clusters Score -2057987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2057992.375000 Penalty: 4853.631836
	Iteration 37Q: 3 clusters Score -2057992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2057997.500000 Penalty: 4853.631836
	Iteration 38Q: 3 clusters Score -2057998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2057997.875000 Penalty: 4853.631836
	Iteration 39Q: 3 clusters Score -2057998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2058004.250000 Penalty: 4853.631836
	Iteration 40F: 3 clusters Score -2058004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2058005.125000 Penalty: 4853.631836
	Iteration 41Q: 3 clusters Score -2058005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2058009.875000 Penalty: 4853.631836
	Iteration 42Q: 3 clusters Score -2058010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2058012.125000 Penalty: 4853.631836
	Iteration 43Q: 3 clusters Score -2058012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2058017.750000 Penalty: 4853.631836
	Iteration 44Q: 3 clusters Score -2058018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2058019.750000 Penalty: 4853.631836
	Iteration 45Q: 3 clusters Score -2058020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2058018.375000 Penalty: 4853.631836
	Iteration 46Q: 3 clusters Score -2058018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2058021.125000 Penalty: 4853.631836
	Iteration 47Q: 3 clusters Score -2058021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2058024.625000 Penalty: 4853.631836
	Iteration 48Q: 3 clusters Score -2058025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2058027.750000 Penalty: 4853.631836
	Iteration 49Q: 3 clusters Score -2058028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2058032.500000 Penalty: 4853.631836
	Iteration 50Q: 3 clusters Score -2058032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2058032.375000 Penalty: 4853.631836
	Iteration 51Q: 3 clusters Score -2058032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2058031.875000 Penalty: 4853.631836
	Iteration 52Q: 3 clusters Score -2058032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2058035.875000 Penalty: 4853.631836
	Iteration 53Q: 3 clusters Score -2058036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2058035.125000 Penalty: 4853.631836
	Iteration 54Q: 3 clusters Score -2058035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2058043.125000 Penalty: 4853.631836
	Iteration 55Q: 3 clusters Score -2058043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2058051.750000 Penalty: 4853.631836
	Iteration 56Q: 3 clusters Score -2058052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2058050.000000 Penalty: 4853.631836
	Iteration 57Q: 3 clusters Score -2058050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2058055.750000 Penalty: 4853.631836
	Iteration 58Q: 3 clusters Score -2058056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2058056.875000 Penalty: 4853.631836
	Iteration 59Q: 3 clusters Score -2058057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2058057.625000 Penalty: 4853.631836
	Iteration 60F: 3 clusters Score -2058058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2058063.250000 Penalty: 4853.631836
	Iteration 61Q: 3 clusters Score -2058063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2058066.250000 Penalty: 4853.631836
	Iteration 62Q: 3 clusters Score -2058066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2058070.250000 Penalty: 4853.631836
	Iteration 63Q: 3 clusters Score -2058070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2058073.875000 Penalty: 4853.631836
	Iteration 64Q: 3 clusters Score -2058074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2058079.250000 Penalty: 4853.631836
	Iteration 65Q: 3 clusters Score -2058079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2058081.000000 Penalty: 4853.631836
	Iteration 66Q: 3 clusters Score -2058081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2058086.500000 Penalty: 4853.631836
	Iteration 67Q: 3 clusters Score -2058086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2058090.000000 Penalty: 4853.631836
	Iteration 68Q: 3 clusters Score -2058090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2058092.125000 Penalty: 4853.631836
	Iteration 69Q: 3 clusters Score -2058092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2058093.000000 Penalty: 4853.631836
	Iteration 70Q: 3 clusters Score -2058093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2058092.875000 Penalty: 4853.631836
	Iteration 71Q: 3 clusters Score -2058093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2058096.125000 Penalty: 4853.631836
	Iteration 72Q: 3 clusters Score -2058096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2058096.125000 Penalty: 4853.631836
	Iteration 73F: 3 clusters Score -2058096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (253446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253446 members 
Entering Unmasked Estep 
Score: -28862512.000000 Penalty: 3085.840820
	Iteration 0F: 2 clusters Score -2.886251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126271 members 
Mstep: Class 2 contains 127175 members 
Entering Unmasked Estep 
Score: -28700498.000000 Penalty: 6171.681641
	Iteration 0F: 3 clusters Score -2.87005e+07 nChanged 122314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116507 members 
Mstep: Class 2 contains 136939 members 
Entering Unmasked Estep 
Score: -28773182.000000 Penalty: 6171.681641
	Iteration 1F: 3 clusters Score -2.877318e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110595 members 
Mstep: Class 2 contains 142851 members 
Entering Unmasked Estep 
Score: -28775076.000000 Penalty: 6171.681641
	Iteration 2Q: 3 clusters Score -2.877508e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 151840 members 
Entering Unmasked Estep 
Score: -28778602.000000 Penalty: 6171.681641
	Iteration 3Q: 3 clusters Score -2.87786e+07 nChanged 13764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Mstep: Class 2 contains 165194 members 
Entering Unmasked Estep 
Score: -28785470.000000 Penalty: 6171.681641
	Iteration 4F: 3 clusters Score -2.878547e+07 nChanged 18828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 183922 members 
Entering Unmasked Estep 
Score: -28798180.000000 Penalty: 6171.681641
	Iteration 5F: 3 clusters Score -2.879818e+07 nChanged 23290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 207194 members 
Entering Unmasked Estep 
Score: -28817124.000000 Penalty: 6171.681641
	Iteration 6F: 3 clusters Score -2.881712e+07 nChanged 22390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 229578 members 
Entering Unmasked Estep 
Score: -28837408.000000 Penalty: 6171.681641
	Iteration 7F: 3 clusters Score -2.883741e+07 nChanged 15042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 244618 members 
Entering Unmasked Estep 
Score: -28851468.000000 Penalty: 6171.681641
	Iteration 8F: 3 clusters Score -2.885147e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 250891 members 
Entering Unmasked Estep 
Score: -28857184.000000 Penalty: 6171.681641
	Iteration 9Q: 3 clusters Score -2.885718e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 252651 members 
Entering Unmasked Estep 
Score: -28859006.000000 Penalty: 6171.681641
	Iteration 10Q: 3 clusters Score -2.885901e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 253054 members 
Entering Unmasked Estep 
Score: -28859506.000000 Penalty: 6171.681641
	Iteration 11Q: 3 clusters Score -2.885951e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253159 members 
Entering Unmasked Estep 
Score: -28859672.000000 Penalty: 6171.681641
	Iteration 12Q: 3 clusters Score -2.885967e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 253187 members 
Entering Unmasked Estep 
Score: -28859714.000000 Penalty: 6171.681641
	Iteration 13Q: 3 clusters Score -2.885971e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 253199 members 
Entering Unmasked Estep 
Score: -28859722.000000 Penalty: 6171.681641
	Iteration 14Q: 3 clusters Score -2.885972e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 253206 members 
Entering Unmasked Estep 
Score: -28859760.000000 Penalty: 6171.681641
	Iteration 15Q: 3 clusters Score -2.885976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 253210 members 
Entering Unmasked Estep 
Score: -28859770.000000 Penalty: 6171.681641
	Iteration 16Q: 3 clusters Score -2.885977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 253210 members 
Entering Unmasked Estep 
Score: -28859770.000000 Penalty: 6171.681641
	Iteration 17F: 3 clusters Score -2.885977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Entering Unmasked Estep 
Score: -2118493.500000 Penalty: 2433.492188
	Iteration 0F: 2 clusters Score -2118494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2105494.500000 Penalty: 4866.984375
	Iteration 0F: 3 clusters Score -2105494 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2109798.250000 Penalty: 4866.984375
	Iteration 1F: 3 clusters Score -2109798 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2110218.000000 Penalty: 4866.984375
	Iteration 2F: 3 clusters Score -2110218 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2110622.750000 Penalty: 4866.984375
	Iteration 3Q: 3 clusters Score -2110623 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2111008.250000 Penalty: 4866.984375
	Iteration 4Q: 3 clusters Score -2111008 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2111438.500000 Penalty: 4866.984375
	Iteration 5Q: 3 clusters Score -2111438 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2111879.000000 Penalty: 4866.984375
	Iteration 6Q: 3 clusters Score -2111879 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2112398.500000 Penalty: 4866.984375
	Iteration 7F: 3 clusters Score -2112398 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2112994.250000 Penalty: 4866.984375
	Iteration 8F: 3 clusters Score -2112994 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2113710.750000 Penalty: 4866.984375
	Iteration 9F: 3 clusters Score -2113711 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2114451.250000 Penalty: 4866.984375
	Iteration 10Q: 3 clusters Score -2114451 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2115138.250000 Penalty: 4866.984375
	Iteration 11Q: 3 clusters Score -2115138 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2115617.250000 Penalty: 4866.984375
	Iteration 12Q: 3 clusters Score -2115617 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2115910.000000 Penalty: 4866.984375
	Iteration 13Q: 3 clusters Score -2115910 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2116066.500000 Penalty: 4866.984375
	Iteration 14Q: 3 clusters Score -2116066 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2116162.500000 Penalty: 4866.984375
	Iteration 15Q: 3 clusters Score -2116162 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2116233.750000 Penalty: 4866.984375
	Iteration 16Q: 3 clusters Score -2116234 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2116291.500000 Penalty: 4866.984375
	Iteration 17Q: 3 clusters Score -2116292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2116345.000000 Penalty: 4866.984375
	Iteration 18Q: 3 clusters Score -2116345 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2116384.500000 Penalty: 4866.984375
	Iteration 19Q: 3 clusters Score -2116384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2116416.750000 Penalty: 4866.984375
	Iteration 20F: 3 clusters Score -2116417 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2116457.000000 Penalty: 4866.984375
	Iteration 21Q: 3 clusters Score -2116457 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2116498.250000 Penalty: 4866.984375
	Iteration 22Q: 3 clusters Score -2116498 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2116525.500000 Penalty: 4866.984375
	Iteration 23Q: 3 clusters Score -2116526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2116544.500000 Penalty: 4866.984375
	Iteration 24Q: 3 clusters Score -2116544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2116544.750000 Penalty: 4866.984375
	Iteration 25Q: 3 clusters Score -2116545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2116555.500000 Penalty: 4866.984375
	Iteration 26Q: 3 clusters Score -2116556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2116562.750000 Penalty: 4866.984375
	Iteration 27Q: 3 clusters Score -2116563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2116565.000000 Penalty: 4866.984375
	Iteration 28Q: 3 clusters Score -2116565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2116567.250000 Penalty: 4866.984375
	Iteration 29Q: 3 clusters Score -2116567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2116573.250000 Penalty: 4866.984375
	Iteration 30Q: 3 clusters Score -2116573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2116575.500000 Penalty: 4866.984375
	Iteration 31Q: 3 clusters Score -2116576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2116576.250000 Penalty: 4866.984375
	Iteration 32Q: 3 clusters Score -2116576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2116575.250000 Penalty: 4866.984375
	Iteration 33Q: 3 clusters Score -2116575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2116578.000000 Penalty: 4866.984375
	Iteration 34Q: 3 clusters Score -2116578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2116580.750000 Penalty: 4866.984375
	Iteration 35Q: 3 clusters Score -2116581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2116582.750000 Penalty: 4866.984375
	Iteration 36Q: 3 clusters Score -2116583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2116586.000000 Penalty: 4866.984375
	Iteration 37Q: 3 clusters Score -2116586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2116583.750000 Penalty: 4866.984375
	Iteration 38Q: 3 clusters Score -2116584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2116583.750000 Penalty: 4866.984375
	Iteration 39Q: 3 clusters Score -2116584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2116584.000000 Penalty: 4866.984375
	Iteration 40F: 3 clusters Score -2116584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2116584.500000 Penalty: 4866.984375
	Iteration 41Q: 3 clusters Score -2116584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2116590.500000 Penalty: 4866.984375
	Iteration 42Q: 3 clusters Score -2116590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2116591.000000 Penalty: 4866.984375
	Iteration 43Q: 3 clusters Score -2116591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2116591.000000 Penalty: 4866.984375
	Iteration 44Q: 3 clusters Score -2116591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2116592.750000 Penalty: 4866.984375
	Iteration 45Q: 3 clusters Score -2116593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2116598.500000 Penalty: 4866.984375
	Iteration 46Q: 3 clusters Score -2116598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2116601.250000 Penalty: 4866.984375
	Iteration 47Q: 3 clusters Score -2116601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2116604.000000 Penalty: 4866.984375
	Iteration 48Q: 3 clusters Score -2116604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2116607.000000 Penalty: 4866.984375
	Iteration 49Q: 3 clusters Score -2116607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2116614.750000 Penalty: 4866.984375
	Iteration 50Q: 3 clusters Score -2116615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2116616.500000 Penalty: 4866.984375
	Iteration 51Q: 3 clusters Score -2116616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2116613.500000 Penalty: 4866.984375
	Iteration 52Q: 3 clusters Score -2116614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2116619.000000 Penalty: 4866.984375
	Iteration 53Q: 3 clusters Score -2116619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2116617.250000 Penalty: 4866.984375
	Iteration 54Q: 3 clusters Score -2116617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2116617.250000 Penalty: 4866.984375
	Iteration 55F: 3 clusters Score -2116617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Entering Unmasked Estep 
Score: -4943986.000000 Penalty: 2652.945801
	Iteration 0F: 2 clusters Score -4943986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -4914062.000000 Penalty: 5305.891602
	Iteration 0F: 3 clusters Score -4914062 nChanged 20422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -4925134.000000 Penalty: 5305.891602
	Iteration 1F: 3 clusters Score -4925134 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -4925664.500000 Penalty: 5305.891602
	Iteration 2Q: 3 clusters Score -4925664 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -4926211.000000 Penalty: 5305.891602
	Iteration 3Q: 3 clusters Score -4926211 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4926700.500000 Penalty: 5305.891602
	Iteration 4Q: 3 clusters Score -4926700 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -4927219.000000 Penalty: 5305.891602
	Iteration 5Q: 3 clusters Score -4927219 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -4927869.000000 Penalty: 5305.891602
	Iteration 6Q: 3 clusters Score -4927869 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -4928616.500000 Penalty: 5305.891602
	Iteration 7Q: 3 clusters Score -4928616 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -4929479.000000 Penalty: 5305.891602
	Iteration 8Q: 3 clusters Score -4929479 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4930403.500000 Penalty: 5305.891602
	Iteration 9Q: 3 clusters Score -4930404 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4931358.000000 Penalty: 5305.891602
	Iteration 10Q: 3 clusters Score -4931358 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -4932316.000000 Penalty: 5305.891602
	Iteration 11Q: 3 clusters Score -4932316 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -4933242.500000 Penalty: 5305.891602
	Iteration 12Q: 3 clusters Score -4933242 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -4934131.500000 Penalty: 5305.891602
	Iteration 13Q: 3 clusters Score -4934132 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -4935024.000000 Penalty: 5305.891602
	Iteration 14Q: 3 clusters Score -4935024 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -4935770.500000 Penalty: 5305.891602
	Iteration 15Q: 3 clusters Score -4935770 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -4936443.500000 Penalty: 5305.891602
	Iteration 16Q: 3 clusters Score -4936444 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -4937070.500000 Penalty: 5305.891602
	Iteration 17Q: 3 clusters Score -4937070 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -4937651.000000 Penalty: 5305.891602
	Iteration 18Q: 3 clusters Score -4937651 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -4938214.500000 Penalty: 5305.891602
	Iteration 19Q: 3 clusters Score -4938214 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -4938843.000000 Penalty: 5305.891602
	Iteration 20F: 3 clusters Score -4938843 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4939626.500000 Penalty: 5305.891602
	Iteration 21Q: 3 clusters Score -4939626 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4940541.000000 Penalty: 5305.891602
	Iteration 22Q: 3 clusters Score -4940541 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4941124.500000 Penalty: 5305.891602
	Iteration 23Q: 3 clusters Score -4941124 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4941440.500000 Penalty: 5305.891602
	Iteration 24Q: 3 clusters Score -4941440 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4941587.500000 Penalty: 5305.891602
	Iteration 25Q: 3 clusters Score -4941588 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4941676.500000 Penalty: 5305.891602
	Iteration 26Q: 3 clusters Score -4941676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4941722.500000 Penalty: 5305.891602
	Iteration 27Q: 3 clusters Score -4941722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4941770.000000 Penalty: 5305.891602
	Iteration 28Q: 3 clusters Score -4941770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4941788.500000 Penalty: 5305.891602
	Iteration 29Q: 3 clusters Score -4941788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4941811.000000 Penalty: 5305.891602
	Iteration 30Q: 3 clusters Score -4941811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4941815.000000 Penalty: 5305.891602
	Iteration 31Q: 3 clusters Score -4941815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4941816.500000 Penalty: 5305.891602
	Iteration 32Q: 3 clusters Score -4941816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4941821.000000 Penalty: 5305.891602
	Iteration 33Q: 3 clusters Score -4941821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4941827.500000 Penalty: 5305.891602
	Iteration 34Q: 3 clusters Score -4941828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4941824.000000 Penalty: 5305.891602
	Iteration 35Q: 3 clusters Score -4941824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4941829.500000 Penalty: 5305.891602
	Iteration 36Q: 3 clusters Score -4941830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4941837.500000 Penalty: 5305.891602
	Iteration 37Q: 3 clusters Score -4941838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4941835.000000 Penalty: 5305.891602
	Iteration 38Q: 3 clusters Score -4941835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4941835.000000 Penalty: 5305.891602
	Iteration 39Q: 3 clusters Score -4941835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4941834.500000 Penalty: 5305.891602
	Iteration 40F: 3 clusters Score -4941834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4941832.500000 Penalty: 5305.891602
	Iteration 41Q: 3 clusters Score -4941832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4941832.500000 Penalty: 5305.891602
	Iteration 42F: 3 clusters Score -4941832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Entering Unmasked Estep 
Score: -6060740.500000 Penalty: 2698.484619
	Iteration 0F: 2 clusters Score -6060740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -6024965.000000 Penalty: 5396.969238
	Iteration 0F: 3 clusters Score -6024965 nChanged 24651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -6038385.500000 Penalty: 5396.969238
	Iteration 1F: 3 clusters Score -6038386 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -6038927.000000 Penalty: 5396.969238
	Iteration 2Q: 3 clusters Score -6038927 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -6039426.500000 Penalty: 5396.969238
	Iteration 3Q: 3 clusters Score -6039426 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -6039842.000000 Penalty: 5396.969238
	Iteration 4Q: 3 clusters Score -6039842 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -6040379.000000 Penalty: 5396.969238
	Iteration 5Q: 3 clusters Score -6040379 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -6041090.000000 Penalty: 5396.969238
	Iteration 6Q: 3 clusters Score -6041090 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -6042279.500000 Penalty: 5396.969238
	Iteration 7Q: 3 clusters Score -6042280 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -6044152.500000 Penalty: 5396.969238
	Iteration 8F: 3 clusters Score -6044152 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -6046969.000000 Penalty: 5396.969238
	Iteration 9F: 3 clusters Score -6046969 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -6050616.000000 Penalty: 5396.969238
	Iteration 10F: 3 clusters Score -6050616 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -6054144.500000 Penalty: 5396.969238
	Iteration 11F: 3 clusters Score -6054144 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -6056321.500000 Penalty: 5396.969238
	Iteration 12Q: 3 clusters Score -6056322 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -6057449.000000 Penalty: 5396.969238
	Iteration 13Q: 3 clusters Score -6057449 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -6057889.500000 Penalty: 5396.969238
	Iteration 14Q: 3 clusters Score -6057890 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -6058112.500000 Penalty: 5396.969238
	Iteration 15Q: 3 clusters Score -6058112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -6058214.000000 Penalty: 5396.969238
	Iteration 16Q: 3 clusters Score -6058214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -6058253.500000 Penalty: 5396.969238
	Iteration 17Q: 3 clusters Score -6058254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -6058278.000000 Penalty: 5396.969238
	Iteration 18Q: 3 clusters Score -6058278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -6058308.500000 Penalty: 5396.969238
	Iteration 19Q: 3 clusters Score -6058308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -6058313.500000 Penalty: 5396.969238
	Iteration 20F: 3 clusters Score -6058314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -6058320.500000 Penalty: 5396.969238
	Iteration 21Q: 3 clusters Score -6058320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -6058324.500000 Penalty: 5396.969238
	Iteration 22Q: 3 clusters Score -6058324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -6058339.000000 Penalty: 5396.969238
	Iteration 23Q: 3 clusters Score -6058339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -6058343.500000 Penalty: 5396.969238
	Iteration 24Q: 3 clusters Score -6058344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -6058354.500000 Penalty: 5396.969238
	Iteration 25Q: 3 clusters Score -6058354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -6058357.000000 Penalty: 5396.969238
	Iteration 26Q: 3 clusters Score -6058357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -6058369.000000 Penalty: 5396.969238
	Iteration 27Q: 3 clusters Score -6058369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -6058378.000000 Penalty: 5396.969238
	Iteration 28Q: 3 clusters Score -6058378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -6058384.000000 Penalty: 5396.969238
	Iteration 29Q: 3 clusters Score -6058384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -6058399.500000 Penalty: 5396.969238
	Iteration 30Q: 3 clusters Score -6058400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -6058403.500000 Penalty: 5396.969238
	Iteration 31Q: 3 clusters Score -6058404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -6058407.000000 Penalty: 5396.969238
	Iteration 32Q: 3 clusters Score -6058407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -6058412.000000 Penalty: 5396.969238
	Iteration 33Q: 3 clusters Score -6058412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -6058410.000000 Penalty: 5396.969238
	Iteration 34Q: 3 clusters Score -6058410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -6058410.000000 Penalty: 5396.969238
	Iteration 35Q: 3 clusters Score -6058410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -6058414.500000 Penalty: 5396.969238
	Iteration 36Q: 3 clusters Score -6058414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -6058416.500000 Penalty: 5396.969238
	Iteration 37Q: 3 clusters Score -6058416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -6058416.500000 Penalty: 5396.969238
	Iteration 38F: 3 clusters Score -6058416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -91550.679688 Penalty: 1678.015503
	Iteration 0F: 2 clusters Score -91550.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89768.843750 Penalty: 3356.031006
	Iteration 0F: 3 clusters Score -89768.84 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -90039.320312 Penalty: 3356.031006
	Iteration 1F: 3 clusters Score -90039.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90141.843750 Penalty: 3356.031006
	Iteration 2F: 3 clusters Score -90141.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -90193.250000 Penalty: 3356.031006
	Iteration 3Q: 3 clusters Score -90193.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -90258.226562 Penalty: 3356.031006
	Iteration 4Q: 3 clusters Score -90258.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90334.445312 Penalty: 3356.031006
	Iteration 5Q: 3 clusters Score -90334.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90414.515625 Penalty: 3356.031006
	Iteration 6Q: 3 clusters Score -90414.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90471.484375 Penalty: 3356.031006
	Iteration 7Q: 3 clusters Score -90471.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -90518.203125 Penalty: 3356.031006
	Iteration 8Q: 3 clusters Score -90518.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90549.851562 Penalty: 3356.031006
	Iteration 9Q: 3 clusters Score -90549.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90582.242188 Penalty: 3356.031006
	Iteration 10Q: 3 clusters Score -90582.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90606.929688 Penalty: 3356.031006
	Iteration 11Q: 3 clusters Score -90606.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90625.554688 Penalty: 3356.031006
	Iteration 12Q: 3 clusters Score -90625.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90638.632812 Penalty: 3356.031006
	Iteration 13Q: 3 clusters Score -90638.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90645.828125 Penalty: 3356.031006
	Iteration 14Q: 3 clusters Score -90645.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90648.421875 Penalty: 3356.031006
	Iteration 15Q: 3 clusters Score -90648.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90649.750000 Penalty: 3356.031006
	Iteration 16Q: 3 clusters Score -90649.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90649.750000 Penalty: 3356.031006
	Iteration 17F: 3 clusters Score -90649.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -248276.250000 Penalty: 1922.365845
	Iteration 0F: 2 clusters Score -248276.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -245461.812500 Penalty: 3844.731689
	Iteration 0F: 3 clusters Score -245461.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -246028.890625 Penalty: 3844.731689
	Iteration 1F: 3 clusters Score -246028.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -246209.328125 Penalty: 3844.731689
	Iteration 2F: 3 clusters Score -246209.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -246355.906250 Penalty: 3844.731689
	Iteration 3F: 3 clusters Score -246355.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -246455.328125 Penalty: 3844.731689
	Iteration 4Q: 3 clusters Score -246455.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -246550.859375 Penalty: 3844.731689
	Iteration 5Q: 3 clusters Score -246550.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -246653.875000 Penalty: 3844.731689
	Iteration 6Q: 3 clusters Score -246653.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -246722.250000 Penalty: 3844.731689
	Iteration 7Q: 3 clusters Score -246722.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -246762.515625 Penalty: 3844.731689
	Iteration 8Q: 3 clusters Score -246762.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -246800.265625 Penalty: 3844.731689
	Iteration 9Q: 3 clusters Score -246800.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -246837.031250 Penalty: 3844.731689
	Iteration 10Q: 3 clusters Score -246837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -246866.234375 Penalty: 3844.731689
	Iteration 11Q: 3 clusters Score -246866.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -246912.125000 Penalty: 3844.731689
	Iteration 12Q: 3 clusters Score -246912.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -246958.875000 Penalty: 3844.731689
	Iteration 13Q: 3 clusters Score -246958.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -246996.609375 Penalty: 3844.731689
	Iteration 14Q: 3 clusters Score -246996.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -247018.250000 Penalty: 3844.731689
	Iteration 15Q: 3 clusters Score -247018.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -247039.875000 Penalty: 3844.731689
	Iteration 16Q: 3 clusters Score -247039.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -247061.093750 Penalty: 3844.731689
	Iteration 17Q: 3 clusters Score -247061.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -247076.656250 Penalty: 3844.731689
	Iteration 18Q: 3 clusters Score -247076.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -247098.890625 Penalty: 3844.731689
	Iteration 19Q: 3 clusters Score -247098.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -247113.187500 Penalty: 3844.731689
	Iteration 20F: 3 clusters Score -247113.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -247127.218750 Penalty: 3844.731689
	Iteration 21Q: 3 clusters Score -247127.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -247137.312500 Penalty: 3844.731689
	Iteration 22Q: 3 clusters Score -247137.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -247146.437500 Penalty: 3844.731689
	Iteration 23Q: 3 clusters Score -247146.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -247153.750000 Penalty: 3844.731689
	Iteration 24Q: 3 clusters Score -247153.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -247164.437500 Penalty: 3844.731689
	Iteration 25Q: 3 clusters Score -247164.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -247172.484375 Penalty: 3844.731689
	Iteration 26Q: 3 clusters Score -247172.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -247184.406250 Penalty: 3844.731689
	Iteration 27Q: 3 clusters Score -247184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -247188.828125 Penalty: 3844.731689
	Iteration 28Q: 3 clusters Score -247188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -247192.375000 Penalty: 3844.731689
	Iteration 29Q: 3 clusters Score -247192.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -247194.125000 Penalty: 3844.731689
	Iteration 30Q: 3 clusters Score -247194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -247195.328125 Penalty: 3844.731689
	Iteration 31Q: 3 clusters Score -247195.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -247197.156250 Penalty: 3844.731689
	Iteration 32Q: 3 clusters Score -247197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -247199.531250 Penalty: 3844.731689
	Iteration 33Q: 3 clusters Score -247199.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -247199.531250 Penalty: 3844.731689
	Iteration 34F: 3 clusters Score -247199.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Entering Unmasked Estep 
Score: -2325808.000000 Penalty: 2457.708496
	Iteration 0F: 2 clusters Score -2325808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2311666.000000 Penalty: 4915.416992
	Iteration 0F: 3 clusters Score -2311666 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2316454.750000 Penalty: 4915.416992
	Iteration 1F: 3 clusters Score -2316455 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2316858.500000 Penalty: 4915.416992
	Iteration 2F: 3 clusters Score -2316858 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2317194.250000 Penalty: 4915.416992
	Iteration 3Q: 3 clusters Score -2317194 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2317514.750000 Penalty: 4915.416992
	Iteration 4Q: 3 clusters Score -2317515 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2317895.750000 Penalty: 4915.416992
	Iteration 5Q: 3 clusters Score -2317896 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2318403.000000 Penalty: 4915.416992
	Iteration 6Q: 3 clusters Score -2318403 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2319020.250000 Penalty: 4915.416992
	Iteration 7F: 3 clusters Score -2319020 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2319795.500000 Penalty: 4915.416992
	Iteration 8F: 3 clusters Score -2319796 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2320695.000000 Penalty: 4915.416992
	Iteration 9F: 3 clusters Score -2320695 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2321569.750000 Penalty: 4915.416992
	Iteration 10F: 3 clusters Score -2321570 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2322289.750000 Penalty: 4915.416992
	Iteration 11Q: 3 clusters Score -2322290 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2322810.250000 Penalty: 4915.416992
	Iteration 12Q: 3 clusters Score -2322810 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2323130.000000 Penalty: 4915.416992
	Iteration 13Q: 3 clusters Score -2323130 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2323317.250000 Penalty: 4915.416992
	Iteration 14Q: 3 clusters Score -2323317 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2323446.250000 Penalty: 4915.416992
	Iteration 15Q: 3 clusters Score -2323446 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2323526.500000 Penalty: 4915.416992
	Iteration 16Q: 3 clusters Score -2323526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2323584.750000 Penalty: 4915.416992
	Iteration 17Q: 3 clusters Score -2323585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2323623.750000 Penalty: 4915.416992
	Iteration 18Q: 3 clusters Score -2323624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2323645.750000 Penalty: 4915.416992
	Iteration 19Q: 3 clusters Score -2323646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2323670.000000 Penalty: 4915.416992
	Iteration 20F: 3 clusters Score -2323670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2323690.250000 Penalty: 4915.416992
	Iteration 21Q: 3 clusters Score -2323690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2323703.750000 Penalty: 4915.416992
	Iteration 22Q: 3 clusters Score -2323704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2323712.500000 Penalty: 4915.416992
	Iteration 23Q: 3 clusters Score -2323712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2323728.250000 Penalty: 4915.416992
	Iteration 24Q: 3 clusters Score -2323728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2323738.500000 Penalty: 4915.416992
	Iteration 25Q: 3 clusters Score -2323738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2323739.500000 Penalty: 4915.416992
	Iteration 26Q: 3 clusters Score -2323740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2323750.000000 Penalty: 4915.416992
	Iteration 27Q: 3 clusters Score -2323750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2323755.000000 Penalty: 4915.416992
	Iteration 28Q: 3 clusters Score -2323755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2323760.500000 Penalty: 4915.416992
	Iteration 29Q: 3 clusters Score -2323760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2323773.500000 Penalty: 4915.416992
	Iteration 30Q: 3 clusters Score -2323774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2323772.500000 Penalty: 4915.416992
	Iteration 31Q: 3 clusters Score -2323772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2323778.250000 Penalty: 4915.416992
	Iteration 32Q: 3 clusters Score -2323778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2323778.750000 Penalty: 4915.416992
	Iteration 33Q: 3 clusters Score -2323779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2323784.000000 Penalty: 4915.416992
	Iteration 34Q: 3 clusters Score -2323784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2323790.250000 Penalty: 4915.416992
	Iteration 35Q: 3 clusters Score -2323790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2323790.000000 Penalty: 4915.416992
	Iteration 36Q: 3 clusters Score -2323790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2323790.500000 Penalty: 4915.416992
	Iteration 37Q: 3 clusters Score -2323790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2323791.500000 Penalty: 4915.416992
	Iteration 38Q: 3 clusters Score -2323792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2323793.750000 Penalty: 4915.416992
	Iteration 39Q: 3 clusters Score -2323794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2323793.500000 Penalty: 4915.416992
	Iteration 40F: 3 clusters Score -2323794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2323796.000000 Penalty: 4915.416992
	Iteration 41Q: 3 clusters Score -2323796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2323795.250000 Penalty: 4915.416992
	Iteration 42Q: 3 clusters Score -2323795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2323797.250000 Penalty: 4915.416992
	Iteration 43Q: 3 clusters Score -2323797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2323798.000000 Penalty: 4915.416992
	Iteration 44Q: 3 clusters Score -2323798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2323801.750000 Penalty: 4915.416992
	Iteration 45Q: 3 clusters Score -2323802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2323802.000000 Penalty: 4915.416992
	Iteration 46Q: 3 clusters Score -2323802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2323802.000000 Penalty: 4915.416992
	Iteration 47F: 3 clusters Score -2323802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 157179 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 38231 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17775 members 
Mstep: Class 15 contains 253446 members 
Mstep: Class 16 contains 18260 members 
Mstep: Class 17 contains 44239 members 
Mstep: Class 18 contains 53156 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 20133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771528.000000 Penalty: 62942.238281
Iteration 239Q: 20 clusters Score -7.077153e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 156747 members 
Mstep: Class 3 contains 1409 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 38383 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4418 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17763 members 
Mstep: Class 15 contains 253739 members 
Mstep: Class 16 contains 18267 members 
Mstep: Class 17 contains 44201 members 
Mstep: Class 18 contains 53173 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 20130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771592.000000 Penalty: 62942.238281
Iteration 240F: 20 clusters Score -7.077159e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 156299 members 
Mstep: Class 3 contains 1409 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 38526 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17765 members 
Mstep: Class 15 contains 254014 members 
Mstep: Class 16 contains 18283 members 
Mstep: Class 17 contains 44164 members 
Mstep: Class 18 contains 53186 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 20139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771560.000000 Penalty: 62942.238281
Iteration 241Q: 20 clusters Score -7.077156e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 155919 members 
Mstep: Class 3 contains 1409 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 38651 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17758 members 
Mstep: Class 15 contains 254280 members 
Mstep: Class 16 contains 18289 members 
Mstep: Class 17 contains 44134 members 
Mstep: Class 18 contains 53194 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 20141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771656.000000 Penalty: 62942.238281
Iteration 242Q: 20 clusters Score -7.077166e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 155555 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 38783 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17757 members 
Mstep: Class 15 contains 254514 members 
Mstep: Class 16 contains 18291 members 
Mstep: Class 17 contains 44103 members 
Mstep: Class 18 contains 53213 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2332 members 
Mstep: Class 21 contains 20142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771736.000000 Penalty: 62942.238281
Iteration 243Q: 20 clusters Score -7.077174e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 155194 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 38905 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17755 members 
Mstep: Class 15 contains 254755 members 
Mstep: Class 16 contains 18296 members 
Mstep: Class 17 contains 44073 members 
Mstep: Class 18 contains 53246 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 20135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771632.000000 Penalty: 62942.238281
Iteration 244Q: 20 clusters Score -7.077163e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 154805 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 39037 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17759 members 
Mstep: Class 15 contains 255012 members 
Mstep: Class 16 contains 18296 members 
Mstep: Class 17 contains 44042 members 
Mstep: Class 18 contains 53274 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 20124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771584.000000 Penalty: 62942.238281
Iteration 245Q: 20 clusters Score -7.077158e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 154464 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 39159 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17765 members 
Mstep: Class 15 contains 255233 members 
Mstep: Class 16 contains 18290 members 
Mstep: Class 17 contains 44028 members 
Mstep: Class 18 contains 53298 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 20105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771744.000000 Penalty: 62942.238281
Iteration 246Q: 20 clusters Score -7.077174e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 154152 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 39267 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17768 members 
Mstep: Class 15 contains 255459 members 
Mstep: Class 16 contains 18287 members 
Mstep: Class 17 contains 44002 members 
Mstep: Class 18 contains 53322 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2335 members 
Mstep: Class 21 contains 20089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771680.000000 Penalty: 62942.238281
Iteration 247Q: 20 clusters Score -7.077168e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 153842 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 39364 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17774 members 
Mstep: Class 15 contains 255677 members 
Mstep: Class 16 contains 18296 members 
Mstep: Class 17 contains 43975 members 
Mstep: Class 18 contains 53337 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2338 members 
Mstep: Class 21 contains 20075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771792.000000 Penalty: 62942.238281
Iteration 248Q: 20 clusters Score -7.077179e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 153551 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 39452 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17783 members 
Mstep: Class 15 contains 255882 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 43950 members 
Mstep: Class 18 contains 53359 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2339 members 
Mstep: Class 21 contains 20062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771808.000000 Penalty: 62942.238281
Iteration 249Q: 20 clusters Score -7.077181e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 153274 members 
Mstep: Class 3 contains 1409 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 39554 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17780 members 
Mstep: Class 15 contains 256084 members 
Mstep: Class 16 contains 18309 members 
Mstep: Class 17 contains 43917 members 
Mstep: Class 18 contains 53373 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2340 members 
Mstep: Class 21 contains 20044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771976.000000 Penalty: 62942.238281
Iteration 250Q: 20 clusters Score -7.077198e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 153034 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 39643 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17783 members 
Mstep: Class 15 contains 256267 members 
Mstep: Class 16 contains 18313 members 
Mstep: Class 17 contains 43894 members 
Mstep: Class 18 contains 53382 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2340 members 
Mstep: Class 21 contains 20019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771952.000000 Penalty: 62942.238281
Iteration 251Q: 20 clusters Score -7.077195e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 152810 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 39705 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17787 members 
Mstep: Class 15 contains 256432 members 
Mstep: Class 16 contains 18320 members 
Mstep: Class 17 contains 43881 members 
Mstep: Class 18 contains 53386 members 
Mstep: Class 19 contains 870 members 
Mstep: Class 20 contains 2339 members 
Mstep: Class 21 contains 20011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771744.000000 Penalty: 62942.238281
Iteration 252Q: 20 clusters Score -7.077174e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 152586 members 
Mstep: Class 3 contains 1409 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 39779 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17790 members 
Mstep: Class 15 contains 256574 members 
Mstep: Class 16 contains 18335 members 
Mstep: Class 17 contains 43870 members 
Mstep: Class 18 contains 53392 members 
Mstep: Class 19 contains 870 members 
Mstep: Class 20 contains 2340 members 
Mstep: Class 21 contains 19999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771784.000000 Penalty: 62942.238281
Iteration 253Q: 20 clusters Score -7.077178e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 152383 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 39848 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17787 members 
Mstep: Class 15 contains 256701 members 
Mstep: Class 16 contains 18341 members 
Mstep: Class 17 contains 43858 members 
Mstep: Class 18 contains 53400 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2340 members 
Mstep: Class 21 contains 19997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771776.000000 Penalty: 62942.238281
Iteration 254Q: 20 clusters Score -7.077178e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 152203 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 39900 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4419 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17786 members 
Mstep: Class 15 contains 256817 members 
Mstep: Class 16 contains 18347 members 
Mstep: Class 17 contains 43849 members 
Mstep: Class 18 contains 53407 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2340 members 
Mstep: Class 21 contains 19998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771776.000000 Penalty: 62942.238281
Iteration 255Q: 20 clusters Score -7.077178e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 152047 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 39951 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4419 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17782 members 
Mstep: Class 15 contains 256928 members 
Mstep: Class 16 contains 18346 members 
Mstep: Class 17 contains 43838 members 
Mstep: Class 18 contains 53411 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2342 members 
Mstep: Class 21 contains 19998 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 256Q: 20 clusters Score -7.077182e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 151896 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 39999 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4419 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17788 members 
Mstep: Class 15 contains 257019 members 
Mstep: Class 16 contains 18355 members 
Mstep: Class 17 contains 43825 members 
Mstep: Class 18 contains 53414 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771824.000000 Penalty: 62942.238281
Iteration 257Q: 20 clusters Score -7.077182e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 151760 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40034 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4419 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17789 members 
Mstep: Class 15 contains 257113 members 
Mstep: Class 16 contains 18359 members 
Mstep: Class 17 contains 43809 members 
Mstep: Class 18 contains 53426 members 
Mstep: Class 19 contains 870 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 20002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771848.000000 Penalty: 62942.238281
Iteration 258Q: 20 clusters Score -7.077185e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 151610 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40066 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17792 members 
Mstep: Class 15 contains 257218 members 
Mstep: Class 16 contains 18364 members 
Mstep: Class 17 contains 43793 members 
Mstep: Class 18 contains 53431 members 
Mstep: Class 19 contains 870 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 21 contains 20006 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 20 clusters Score -7.077171e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 151484 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40097 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17792 members 
Mstep: Class 15 contains 257324 members 
Mstep: Class 16 contains 18370 members 
Mstep: Class 17 contains 43769 members 
Mstep: Class 18 contains 53429 members 
Mstep: Class 19 contains 869 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 21 contains 20011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771840.000000 Penalty: 62942.238281
Iteration 260F: 20 clusters Score -7.077184e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 151364 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40130 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17795 members 
Mstep: Class 15 contains 257415 members 
Mstep: Class 16 contains 18375 members 
Mstep: Class 17 contains 43759 members 
Mstep: Class 18 contains 53427 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 21 contains 20011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771864.000000 Penalty: 62942.238281
Iteration 261Q: 20 clusters Score -7.077186e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 151259 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40167 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17803 members 
Mstep: Class 15 contains 257476 members 
Mstep: Class 16 contains 18387 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 53427 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 21 contains 20005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771840.000000 Penalty: 62942.238281
Iteration 262Q: 20 clusters Score -7.077184e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 151157 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40199 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17811 members 
Mstep: Class 15 contains 257544 members 
Mstep: Class 16 contains 18392 members 
Mstep: Class 17 contains 43736 members 
Mstep: Class 18 contains 53428 members 
Mstep: Class 19 contains 870 members 
Mstep: Class 20 contains 2347 members 
Mstep: Class 21 contains 20002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771840.000000 Penalty: 62942.238281
Iteration 263Q: 20 clusters Score -7.077184e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 151054 members 
Mstep: Class 3 contains 1411 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40228 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17810 members 
Mstep: Class 15 contains 257614 members 
Mstep: Class 16 contains 18403 members 
Mstep: Class 17 contains 43720 members 
Mstep: Class 18 contains 53436 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 20001 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 264Q: 20 clusters Score -7.077172e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 150966 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40254 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17810 members 
Mstep: Class 15 contains 257675 members 
Mstep: Class 16 contains 18410 members 
Mstep: Class 17 contains 43705 members 
Mstep: Class 18 contains 53443 members 
Mstep: Class 19 contains 872 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 19998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771704.000000 Penalty: 62942.238281
Iteration 265Q: 20 clusters Score -7.07717e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 150881 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40285 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17808 members 
Mstep: Class 15 contains 257738 members 
Mstep: Class 16 contains 18408 members 
Mstep: Class 17 contains 43695 members 
Mstep: Class 18 contains 53453 members 
Mstep: Class 19 contains 875 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 19990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771800.000000 Penalty: 62942.238281
Iteration 266Q: 20 clusters Score -7.07718e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 150786 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40317 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17807 members 
Mstep: Class 15 contains 257812 members 
Mstep: Class 16 contains 18409 members 
Mstep: Class 17 contains 43682 members 
Mstep: Class 18 contains 53459 members 
Mstep: Class 19 contains 876 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19986 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 267Q: 20 clusters Score -7.07717e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 150697 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40353 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17808 members 
Mstep: Class 15 contains 257867 members 
Mstep: Class 16 contains 18409 members 
Mstep: Class 17 contains 43670 members 
Mstep: Class 18 contains 53473 members 
Mstep: Class 19 contains 877 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19979 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 268Q: 20 clusters Score -7.077166e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 150626 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40392 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17809 members 
Mstep: Class 15 contains 257900 members 
Mstep: Class 16 contains 18408 members 
Mstep: Class 17 contains 43657 members 
Mstep: Class 18 contains 53486 members 
Mstep: Class 19 contains 878 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 19970 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 269Q: 20 clusters Score -7.077172e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 150578 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40419 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17813 members 
Mstep: Class 15 contains 257929 members 
Mstep: Class 16 contains 18406 members 
Mstep: Class 17 contains 43642 members 
Mstep: Class 18 contains 53498 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 19959 members 
Entering Unmasked Estep 
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Iteration 270Q: 20 clusters Score -7.077183e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 150531 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40447 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17817 members 
Mstep: Class 15 contains 257963 members 
Mstep: Class 16 contains 18406 members 
Mstep: Class 17 contains 43624 members 
Mstep: Class 18 contains 53500 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 19955 members 
Entering Unmasked Estep 
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Iteration 271Q: 20 clusters Score -7.077181e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 150482 members 
Mstep: Class 3 contains 1411 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40474 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17815 members 
Mstep: Class 15 contains 257990 members 
Mstep: Class 16 contains 18411 members 
Mstep: Class 17 contains 43607 members 
Mstep: Class 18 contains 53512 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 19953 members 
Entering Unmasked Estep 
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Iteration 272Q: 20 clusters Score -7.077192e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 150442 members 
Mstep: Class 3 contains 1411 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40497 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17818 members 
Mstep: Class 15 contains 258012 members 
Mstep: Class 16 contains 18415 members 
Mstep: Class 17 contains 43591 members 
Mstep: Class 18 contains 53513 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771936.000000 Penalty: 62942.238281
Iteration 273Q: 20 clusters Score -7.077194e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 150421 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40516 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17818 members 
Mstep: Class 15 contains 258033 members 
Mstep: Class 16 contains 18417 members 
Mstep: Class 17 contains 43571 members 
Mstep: Class 18 contains 53513 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771928.000000 Penalty: 62942.238281
Iteration 274Q: 20 clusters Score -7.077193e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 150396 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40533 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17818 members 
Mstep: Class 15 contains 258050 members 
Mstep: Class 16 contains 18422 members 
Mstep: Class 17 contains 43557 members 
Mstep: Class 18 contains 53515 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771904.000000 Penalty: 62942.238281
Iteration 275Q: 20 clusters Score -7.07719e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 150377 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40547 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17819 members 
Mstep: Class 15 contains 258062 members 
Mstep: Class 16 contains 18424 members 
Mstep: Class 17 contains 43547 members 
Mstep: Class 18 contains 53514 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771904.000000 Penalty: 62942.238281
Iteration 276Q: 20 clusters Score -7.07719e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 150364 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40564 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17820 members 
Mstep: Class 15 contains 258065 members 
Mstep: Class 16 contains 18423 members 
Mstep: Class 17 contains 43538 members 
Mstep: Class 18 contains 53515 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771840.000000 Penalty: 62942.238281
Iteration 277Q: 20 clusters Score -7.077184e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 150346 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40582 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17820 members 
Mstep: Class 15 contains 258074 members 
Mstep: Class 16 contains 18420 members 
Mstep: Class 17 contains 43530 members 
Mstep: Class 18 contains 53516 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771872.000000 Penalty: 62942.238281
Iteration 278Q: 20 clusters Score -7.077187e+07 nChanged 93
Entering ConstructFrom: 
Score: -70771872.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (16393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Entering Unmasked Estep 
Score: -1902709.000000 Penalty: 2406.743164
	Iteration 0F: 2 clusters Score -1902709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1890915.375000 Penalty: 4813.486328
	Iteration 0F: 3 clusters Score -1890915 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1894775.375000 Penalty: 4813.486328
	Iteration 1F: 3 clusters Score -1894775 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1895136.625000 Penalty: 4813.486328
	Iteration 2F: 3 clusters Score -1895137 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1895402.125000 Penalty: 4813.486328
	Iteration 3Q: 3 clusters Score -1895402 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1895642.750000 Penalty: 4813.486328
	Iteration 4Q: 3 clusters Score -1895643 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1895892.250000 Penalty: 4813.486328
	Iteration 5Q: 3 clusters Score -1895892 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1896150.875000 Penalty: 4813.486328
	Iteration 6Q: 3 clusters Score -1896151 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1896423.875000 Penalty: 4813.486328
	Iteration 7Q: 3 clusters Score -1896424 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1896745.125000 Penalty: 4813.486328
	Iteration 8Q: 3 clusters Score -1896745 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1897125.500000 Penalty: 4813.486328
	Iteration 9Q: 3 clusters Score -1897126 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1897609.000000 Penalty: 4813.486328
	Iteration 10Q: 3 clusters Score -1897609 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1898110.625000 Penalty: 4813.486328
	Iteration 11Q: 3 clusters Score -1898111 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1898632.750000 Penalty: 4813.486328
	Iteration 12Q: 3 clusters Score -1898633 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1899169.000000 Penalty: 4813.486328
	Iteration 13Q: 3 clusters Score -1899169 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1899594.000000 Penalty: 4813.486328
	Iteration 14Q: 3 clusters Score -1899594 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1899894.000000 Penalty: 4813.486328
	Iteration 15Q: 3 clusters Score -1899894 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1900090.125000 Penalty: 4813.486328
	Iteration 16Q: 3 clusters Score -1900090 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1900253.500000 Penalty: 4813.486328
	Iteration 17Q: 3 clusters Score -1900254 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1900358.625000 Penalty: 4813.486328
	Iteration 18Q: 3 clusters Score -1900359 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1900426.625000 Penalty: 4813.486328
	Iteration 19Q: 3 clusters Score -1900427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1900474.000000 Penalty: 4813.486328
	Iteration 20F: 3 clusters Score -1900474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1900505.125000 Penalty: 4813.486328
	Iteration 21Q: 3 clusters Score -1900505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1900527.375000 Penalty: 4813.486328
	Iteration 22Q: 3 clusters Score -1900527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1900546.375000 Penalty: 4813.486328
	Iteration 23Q: 3 clusters Score -1900546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1900564.250000 Penalty: 4813.486328
	Iteration 24Q: 3 clusters Score -1900564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1900569.125000 Penalty: 4813.486328
	Iteration 25Q: 3 clusters Score -1900569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1900577.375000 Penalty: 4813.486328
	Iteration 26Q: 3 clusters Score -1900577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1900582.750000 Penalty: 4813.486328
	Iteration 27Q: 3 clusters Score -1900583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1900588.375000 Penalty: 4813.486328
	Iteration 28Q: 3 clusters Score -1900588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1900589.375000 Penalty: 4813.486328
	Iteration 29Q: 3 clusters Score -1900589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1900591.250000 Penalty: 4813.486328
	Iteration 30Q: 3 clusters Score -1900591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1900591.375000 Penalty: 4813.486328
	Iteration 31Q: 3 clusters Score -1900591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1900593.125000 Penalty: 4813.486328
	Iteration 32Q: 3 clusters Score -1900593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1900597.625000 Penalty: 4813.486328
	Iteration 33Q: 3 clusters Score -1900598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1900599.500000 Penalty: 4813.486328
	Iteration 34Q: 3 clusters Score -1900600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1900605.375000 Penalty: 4813.486328
	Iteration 35Q: 3 clusters Score -1900605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1900607.125000 Penalty: 4813.486328
	Iteration 36Q: 3 clusters Score -1900607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1900612.625000 Penalty: 4813.486328
	Iteration 37Q: 3 clusters Score -1900613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1900614.250000 Penalty: 4813.486328
	Iteration 38Q: 3 clusters Score -1900614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1900618.000000 Penalty: 4813.486328
	Iteration 39Q: 3 clusters Score -1900618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1900623.125000 Penalty: 4813.486328
	Iteration 40F: 3 clusters Score -1900623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1900627.250000 Penalty: 4813.486328
	Iteration 41Q: 3 clusters Score -1900627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1900634.250000 Penalty: 4813.486328
	Iteration 42Q: 3 clusters Score -1900634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1900638.250000 Penalty: 4813.486328
	Iteration 43Q: 3 clusters Score -1900638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1900641.875000 Penalty: 4813.486328
	Iteration 44Q: 3 clusters Score -1900642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1900646.000000 Penalty: 4813.486328
	Iteration 45Q: 3 clusters Score -1900646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1900648.375000 Penalty: 4813.486328
	Iteration 46Q: 3 clusters Score -1900648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1900651.125000 Penalty: 4813.486328
	Iteration 47Q: 3 clusters Score -1900651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1900651.125000 Penalty: 4813.486328
	Iteration 48F: 3 clusters Score -1900651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (150328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150328 members 
Entering Unmasked Estep 
Score: -17016124.000000 Penalty: 2956.302734
	Iteration 0F: 2 clusters Score -1.701612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -16916338.000000 Penalty: 5912.605469
	Iteration 0F: 3 clusters Score -1.691634e+07 nChanged 71759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Mstep: Class 2 contains 85181 members 
Entering Unmasked Estep 
Score: -16959532.000000 Penalty: 5912.605469
	Iteration 1F: 3 clusters Score -1.695953e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -16963426.000000 Penalty: 5912.605469
	Iteration 2F: 3 clusters Score -1.696343e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 99993 members 
Entering Unmasked Estep 
Score: -16970474.000000 Penalty: 5912.605469
	Iteration 3F: 3 clusters Score -1.697047e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 111356 members 
Entering Unmasked Estep 
Score: -16981160.000000 Penalty: 5912.605469
	Iteration 4F: 3 clusters Score -1.698116e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 123269 members 
Entering Unmasked Estep 
Score: -16993380.000000 Penalty: 5912.605469
	Iteration 5F: 3 clusters Score -1.699338e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 132560 members 
Entering Unmasked Estep 
Score: -17002580.000000 Penalty: 5912.605469
	Iteration 6F: 3 clusters Score -1.700258e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 138211 members 
Entering Unmasked Estep 
Score: -17008006.000000 Penalty: 5912.605469
	Iteration 7Q: 3 clusters Score -1.700801e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 141265 members 
Entering Unmasked Estep 
Score: -17010880.000000 Penalty: 5912.605469
	Iteration 8Q: 3 clusters Score -1.701088e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 143007 members 
Entering Unmasked Estep 
Score: -17012610.000000 Penalty: 5912.605469
	Iteration 9Q: 3 clusters Score -1.701261e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 144093 members 
Entering Unmasked Estep 
Score: -17013646.000000 Penalty: 5912.605469
	Iteration 10Q: 3 clusters Score -1.701365e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 144787 members 
Entering Unmasked Estep 
Score: -17014276.000000 Penalty: 5912.605469
	Iteration 11Q: 3 clusters Score -1.701428e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 145273 members 
Entering Unmasked Estep 
Score: -17014710.000000 Penalty: 5912.605469
	Iteration 12Q: 3 clusters Score -1.701471e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 145625 members 
Entering Unmasked Estep 
Score: -17015060.000000 Penalty: 5912.605469
	Iteration 13Q: 3 clusters Score -1.701506e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 145923 members 
Entering Unmasked Estep 
Score: -17015280.000000 Penalty: 5912.605469
	Iteration 14Q: 3 clusters Score -1.701528e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 146189 members 
Entering Unmasked Estep 
Score: -17015460.000000 Penalty: 5912.605469
	Iteration 15Q: 3 clusters Score -1.701546e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 146415 members 
Entering Unmasked Estep 
Score: -17015632.000000 Penalty: 5912.605469
	Iteration 16Q: 3 clusters Score -1.701563e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 146586 members 
Entering Unmasked Estep 
Score: -17015682.000000 Penalty: 5912.605469
	Iteration 17Q: 3 clusters Score -1.701568e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 146715 members 
Entering Unmasked Estep 
Score: -17015774.000000 Penalty: 5912.605469
	Iteration 18Q: 3 clusters Score -1.701577e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 146817 members 
Entering Unmasked Estep 
Score: -17015828.000000 Penalty: 5912.605469
	Iteration 19Q: 3 clusters Score -1.701583e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 146906 members 
Entering Unmasked Estep 
Score: -17015906.000000 Penalty: 5912.605469
	Iteration 20F: 3 clusters Score -1.701591e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 146991 members 
Entering Unmasked Estep 
Score: -17015972.000000 Penalty: 5912.605469
	Iteration 21Q: 3 clusters Score -1.701597e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 147080 members 
Entering Unmasked Estep 
Score: -17016020.000000 Penalty: 5912.605469
	Iteration 22Q: 3 clusters Score -1.701602e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 147144 members 
Entering Unmasked Estep 
Score: -17016012.000000 Penalty: 5912.605469
	Iteration 23Q: 3 clusters Score -1.701601e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 147196 members 
Entering Unmasked Estep 
Score: -17016058.000000 Penalty: 5912.605469
	Iteration 24Q: 3 clusters Score -1.701606e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 147242 members 
Entering Unmasked Estep 
Score: -17016088.000000 Penalty: 5912.605469
	Iteration 25Q: 3 clusters Score -1.701609e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 147265 members 
Entering Unmasked Estep 
Score: -17016106.000000 Penalty: 5912.605469
	Iteration 26Q: 3 clusters Score -1.701611e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 147288 members 
Entering Unmasked Estep 
Score: -17016118.000000 Penalty: 5912.605469
	Iteration 27Q: 3 clusters Score -1.701612e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -17016104.000000 Penalty: 5912.605469
	Iteration 28Q: 3 clusters Score -1.70161e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 147328 members 
Entering Unmasked Estep 
Score: -17016094.000000 Penalty: 5912.605469
	Iteration 29Q: 3 clusters Score -1.701609e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 147346 members 
Entering Unmasked Estep 
Score: -17016098.000000 Penalty: 5912.605469
	Iteration 30Q: 3 clusters Score -1.70161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 147359 members 
Entering Unmasked Estep 
Score: -17016104.000000 Penalty: 5912.605469
	Iteration 31Q: 3 clusters Score -1.70161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 147380 members 
Entering Unmasked Estep 
Score: -17016082.000000 Penalty: 5912.605469
	Iteration 32Q: 3 clusters Score -1.701608e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 147400 members 
Entering Unmasked Estep 
Score: -17016070.000000 Penalty: 5912.605469
	Iteration 33Q: 3 clusters Score -1.701607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -17016102.000000 Penalty: 5912.605469
	Iteration 34Q: 3 clusters Score -1.70161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 147439 members 
Entering Unmasked Estep 
Score: -17016110.000000 Penalty: 5912.605469
	Iteration 35Q: 3 clusters Score -1.701611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 147459 members 
Entering Unmasked Estep 
Score: -17016110.000000 Penalty: 5912.605469
	Iteration 36Q: 3 clusters Score -1.701611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 147477 members 
Entering Unmasked Estep 
Score: -17016138.000000 Penalty: 5912.605469
	Iteration 37Q: 3 clusters Score -1.701614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 147495 members 
Entering Unmasked Estep 
Score: -17016138.000000 Penalty: 5912.605469
	Iteration 38Q: 3 clusters Score -1.701614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 147505 members 
Entering Unmasked Estep 
Score: -17016156.000000 Penalty: 5912.605469
	Iteration 39Q: 3 clusters Score -1.701616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 147511 members 
Entering Unmasked Estep 
Score: -17016160.000000 Penalty: 5912.605469
	Iteration 40F: 3 clusters Score -1.701616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 147516 members 
Entering Unmasked Estep 
Score: -17016152.000000 Penalty: 5912.605469
	Iteration 41Q: 3 clusters Score -1.701615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 147522 members 
Entering Unmasked Estep 
Score: -17016150.000000 Penalty: 5912.605469
	Iteration 42Q: 3 clusters Score -1.701615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 147526 members 
Entering Unmasked Estep 
Score: -17016150.000000 Penalty: 5912.605469
	Iteration 43Q: 3 clusters Score -1.701615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 147531 members 
Entering Unmasked Estep 
Score: -17016154.000000 Penalty: 5912.605469
	Iteration 44Q: 3 clusters Score -1.701615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 147533 members 
Entering Unmasked Estep 
Score: -17016158.000000 Penalty: 5912.605469
	Iteration 45Q: 3 clusters Score -1.701616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 147535 members 
Entering Unmasked Estep 
Score: -17016150.000000 Penalty: 5912.605469
	Iteration 46Q: 3 clusters Score -1.701615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 147538 members 
Entering Unmasked Estep 
Score: -17016146.000000 Penalty: 5912.605469
	Iteration 47Q: 3 clusters Score -1.701615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 147541 members 
Entering Unmasked Estep 
Score: -17016144.000000 Penalty: 5912.605469
	Iteration 48Q: 3 clusters Score -1.701614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 147544 members 
Entering Unmasked Estep 
Score: -17016152.000000 Penalty: 5912.605469
	Iteration 49Q: 3 clusters Score -1.701615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 147546 members 
Entering Unmasked Estep 
Score: -17016168.000000 Penalty: 5912.605469
	Iteration 50Q: 3 clusters Score -1.701617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 147551 members 
Entering Unmasked Estep 
Score: -17016148.000000 Penalty: 5912.605469
	Iteration 51Q: 3 clusters Score -1.701615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 147559 members 
Entering Unmasked Estep 
Score: -17016154.000000 Penalty: 5912.605469
	Iteration 52Q: 3 clusters Score -1.701615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 147567 members 
Entering Unmasked Estep 
Score: -17016162.000000 Penalty: 5912.605469
	Iteration 53Q: 3 clusters Score -1.701616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 147575 members 
Entering Unmasked Estep 
Score: -17016156.000000 Penalty: 5912.605469
	Iteration 54Q: 3 clusters Score -1.701616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 147587 members 
Entering Unmasked Estep 
Score: -17016158.000000 Penalty: 5912.605469
	Iteration 55Q: 3 clusters Score -1.701616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 147595 members 
Entering Unmasked Estep 
Score: -17016158.000000 Penalty: 5912.605469
	Iteration 56Q: 3 clusters Score -1.701616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 147597 members 
Entering Unmasked Estep 
Score: -17016162.000000 Penalty: 5912.605469
	Iteration 57Q: 3 clusters Score -1.701616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 147598 members 
Entering Unmasked Estep 
Score: -17016160.000000 Penalty: 5912.605469
	Iteration 58Q: 3 clusters Score -1.701616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 147598 members 
Entering Unmasked Estep 
Score: -17016160.000000 Penalty: 5912.605469
	Iteration 59F: 3 clusters Score -1.701616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40594 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 147598 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17820 members 
Mstep: Class 15 contains 258072 members 
Mstep: Class 16 contains 18421 members 
Mstep: Class 17 contains 43527 members 
Mstep: Class 18 contains 53520 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19943 members 
Entering Unmasked Estep 
Score: -70771536.000000 Penalty: 66254.992188
Splitting cluster 2 changes total score from -70771872.000000 to -70771536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Entering Unmasked Estep 
Score: -157067.781250 Penalty: 1799.211426
	Iteration 0F: 2 clusters Score -157067.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -154813.921875 Penalty: 3598.422852
	Iteration 0F: 3 clusters Score -154813.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -155163.453125 Penalty: 3598.422852
	Iteration 1F: 3 clusters Score -155163.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -155265.593750 Penalty: 3598.422852
	Iteration 2F: 3 clusters Score -155265.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -155320.046875 Penalty: 3598.422852
	Iteration 3Q: 3 clusters Score -155320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -155357.984375 Penalty: 3598.422852
	Iteration 4Q: 3 clusters Score -155358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -155382.406250 Penalty: 3598.422852
	Iteration 5Q: 3 clusters Score -155382.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -155396.046875 Penalty: 3598.422852
	Iteration 6Q: 3 clusters Score -155396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -155408.468750 Penalty: 3598.422852
	Iteration 7Q: 3 clusters Score -155408.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -155416.046875 Penalty: 3598.422852
	Iteration 8Q: 3 clusters Score -155416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -155419.234375 Penalty: 3598.422852
	Iteration 9Q: 3 clusters Score -155419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -155421.812500 Penalty: 3598.422852
	Iteration 10Q: 3 clusters Score -155421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -155422.718750 Penalty: 3598.422852
	Iteration 11Q: 3 clusters Score -155422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -155423.968750 Penalty: 3598.422852
	Iteration 12Q: 3 clusters Score -155424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -155424.234375 Penalty: 3598.422852
	Iteration 13Q: 3 clusters Score -155424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -155424.234375 Penalty: 3598.422852
	Iteration 14F: 3 clusters Score -155424.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -121762.125000 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -121762.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -119668.210938 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -119668.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -120351.617188 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -120351.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -120803.085938 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -120803.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -121260.085938 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -121260.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -121677.593750 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -121677.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -121926.398438 Penalty: 3552.549072
	Iteration 5Q: 3 clusters Score -121926.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -122120.921875 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -122120.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -122212.882812 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -122212.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -122271.562500 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -122271.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -122342.617188 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -122342.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -122381.093750 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -122381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -122444.203125 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -122444.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -122478.937500 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -122478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -122496.609375 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -122496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -122511.250000 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -122511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -122519.609375 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -122519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -122523.414062 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -122523.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -122529.007812 Penalty: 3552.549072
	Iteration 17F: 3 clusters Score -122529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -122531.671875 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -122531.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -122531.671875 Penalty: 3552.549072
	Iteration 19F: 3 clusters Score -122531.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 150328 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40594 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 682 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17820 members 
Mstep: Class 15 contains 258072 members 
Mstep: Class 16 contains 18421 members 
Mstep: Class 17 contains 43527 members 
Mstep: Class 18 contains 53520 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19943 members 
Entering Unmasked Estep 
Score: -70771096.000000 Penalty: 66254.992188
Splitting cluster 4 changes total score from -70771872.000000 to -70771096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -74080.796875 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -74080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72394.343750 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -72394.34 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72598.757812 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -72598.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72642.632812 Penalty: 3227.609619
	Iteration 2Q: 3 clusters Score -72642.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72656.164062 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -72656.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72656.960938 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -72656.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72656.960938 Penalty: 3227.609619
	Iteration 5F: 3 clusters Score -72656.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -100254.070312 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -100254.1 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 477 members 
Entering Unmasked Estep 
Score: -98398.078125 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -98398.08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -99241.976562 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -99241.98 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -99680.156250 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -99680.16 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -99981.218750 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -99981.22 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -100170.125000 Penalty: 3440.907715
	Iteration 4F: 3 clusters Score -100170.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -100306.398438 Penalty: 3440.907715
	Iteration 5F: 3 clusters Score -100306.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -100426.335938 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -100426.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -100534.656250 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -100534.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -100683.773438 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -100683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -100719.171875 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -100719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -100724.765625 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -100724.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -100724.765625 Penalty: 3440.907715
	Iteration 11F: 3 clusters Score -100724.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 150328 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 40594 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17820 members 
Mstep: Class 15 contains 258072 members 
Mstep: Class 16 contains 18421 members 
Mstep: Class 17 contains 43527 members 
Mstep: Class 18 contains 53520 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19943 members 
Entering Unmasked Estep 
Score: -70770720.000000 Penalty: 66254.992188
Splitting cluster 6 changes total score from -70771872.000000 to -70770720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (40594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Entering Unmasked Estep 
Score: -4658820.000000 Penalty: 2631.621094
	Iteration 0F: 2 clusters Score -4658820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -4631336.500000 Penalty: 5263.242188
	Iteration 0F: 3 clusters Score -4631336 nChanged 18680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -4641622.000000 Penalty: 5263.242188
	Iteration 1F: 3 clusters Score -4641622 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4642273.000000 Penalty: 5263.242188
	Iteration 2Q: 3 clusters Score -4642273 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4643016.000000 Penalty: 5263.242188
	Iteration 3Q: 3 clusters Score -4643016 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -4643881.000000 Penalty: 5263.242188
	Iteration 4Q: 3 clusters Score -4643881 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -4644882.000000 Penalty: 5263.242188
	Iteration 5Q: 3 clusters Score -4644882 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -4646159.000000 Penalty: 5263.242188
	Iteration 6Q: 3 clusters Score -4646159 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -4647600.500000 Penalty: 5263.242188
	Iteration 7F: 3 clusters Score -4647600 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -4649106.000000 Penalty: 5263.242188
	Iteration 8F: 3 clusters Score -4649106 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4650402.500000 Penalty: 5263.242188
	Iteration 9Q: 3 clusters Score -4650402 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -4651492.500000 Penalty: 5263.242188
	Iteration 10Q: 3 clusters Score -4651492 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -4652335.500000 Penalty: 5263.242188
	Iteration 11Q: 3 clusters Score -4652336 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -4652984.500000 Penalty: 5263.242188
	Iteration 12Q: 3 clusters Score -4652984 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -4653495.000000 Penalty: 5263.242188
	Iteration 13Q: 3 clusters Score -4653495 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -4653916.500000 Penalty: 5263.242188
	Iteration 14Q: 3 clusters Score -4653916 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4654252.500000 Penalty: 5263.242188
	Iteration 15Q: 3 clusters Score -4654252 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4654613.500000 Penalty: 5263.242188
	Iteration 16Q: 3 clusters Score -4654614 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4654950.000000 Penalty: 5263.242188
	Iteration 17Q: 3 clusters Score -4654950 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4655247.500000 Penalty: 5263.242188
	Iteration 18Q: 3 clusters Score -4655248 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4655528.500000 Penalty: 5263.242188
	Iteration 19Q: 3 clusters Score -4655528 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4655775.500000 Penalty: 5263.242188
	Iteration 20F: 3 clusters Score -4655776 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4655976.000000 Penalty: 5263.242188
	Iteration 21Q: 3 clusters Score -4655976 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4656103.000000 Penalty: 5263.242188
	Iteration 22Q: 3 clusters Score -4656103 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4656209.000000 Penalty: 5263.242188
	Iteration 23Q: 3 clusters Score -4656209 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4656280.000000 Penalty: 5263.242188
	Iteration 24Q: 3 clusters Score -4656280 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4656335.000000 Penalty: 5263.242188
	Iteration 25Q: 3 clusters Score -4656335 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4656372.500000 Penalty: 5263.242188
	Iteration 26Q: 3 clusters Score -4656372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4656390.000000 Penalty: 5263.242188
	Iteration 27Q: 3 clusters Score -4656390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4656406.500000 Penalty: 5263.242188
	Iteration 28Q: 3 clusters Score -4656406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4656422.500000 Penalty: 5263.242188
	Iteration 29Q: 3 clusters Score -4656422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4656431.500000 Penalty: 5263.242188
	Iteration 30Q: 3 clusters Score -4656432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4656441.500000 Penalty: 5263.242188
	Iteration 31Q: 3 clusters Score -4656442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4656452.500000 Penalty: 5263.242188
	Iteration 32Q: 3 clusters Score -4656452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4656466.000000 Penalty: 5263.242188
	Iteration 33Q: 3 clusters Score -4656466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4656484.500000 Penalty: 5263.242188
	Iteration 34Q: 3 clusters Score -4656484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4656492.000000 Penalty: 5263.242188
	Iteration 35Q: 3 clusters Score -4656492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4656497.500000 Penalty: 5263.242188
	Iteration 36Q: 3 clusters Score -4656498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4656495.500000 Penalty: 5263.242188
	Iteration 37Q: 3 clusters Score -4656496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4656502.500000 Penalty: 5263.242188
	Iteration 38Q: 3 clusters Score -4656502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4656506.500000 Penalty: 5263.242188
	Iteration 39Q: 3 clusters Score -4656506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4656513.500000 Penalty: 5263.242188
	Iteration 40F: 3 clusters Score -4656514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4656514.000000 Penalty: 5263.242188
	Iteration 41Q: 3 clusters Score -4656514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4656515.500000 Penalty: 5263.242188
	Iteration 42Q: 3 clusters Score -4656516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4656521.500000 Penalty: 5263.242188
	Iteration 43Q: 3 clusters Score -4656522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4656529.500000 Penalty: 5263.242188
	Iteration 44Q: 3 clusters Score -4656530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4656534.000000 Penalty: 5263.242188
	Iteration 45Q: 3 clusters Score -4656534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4656537.000000 Penalty: 5263.242188
	Iteration 46Q: 3 clusters Score -4656537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4656537.000000 Penalty: 5263.242188
	Iteration 47F: 3 clusters Score -4656537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -100438.289062 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -100438.3 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 455 members 
Entering Unmasked Estep 
Score: -98556.625000 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -98556.62 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98810.093750 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -98810.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -98929.148438 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -98929.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -99010.085938 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -99010.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -99033.562500 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -99033.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -99066.476562 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -99066.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -99087.546875 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -99087.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99098.390625 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -99098.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -99108.898438 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -99108.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99112.500000 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -99112.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99121.273438 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -99121.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -99125.945312 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -99125.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -99129.664062 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -99129.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -99130.734375 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -99130.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99131.156250 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -99131.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99131.796875 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -99131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99131.796875 Penalty: 3377.283447
	Iteration 16F: 3 clusters Score -99131.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -483035.062500 Penalty: 2081.798096
	Iteration 0F: 2 clusters Score -483035.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -478900.968750 Penalty: 4163.596191
	Iteration 0F: 3 clusters Score -478901 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -479842.500000 Penalty: 4163.596191
	Iteration 1F: 3 clusters Score -479842.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -480013.906250 Penalty: 4163.596191
	Iteration 2F: 3 clusters Score -480013.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -480142.875000 Penalty: 4163.596191
	Iteration 3Q: 3 clusters Score -480142.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -480251.843750 Penalty: 4163.596191
	Iteration 4Q: 3 clusters Score -480251.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -480375.531250 Penalty: 4163.596191
	Iteration 5Q: 3 clusters Score -480375.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -480497.562500 Penalty: 4163.596191
	Iteration 6Q: 3 clusters Score -480497.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -480637.406250 Penalty: 4163.596191
	Iteration 7Q: 3 clusters Score -480637.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -480775.437500 Penalty: 4163.596191
	Iteration 8Q: 3 clusters Score -480775.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -480926.750000 Penalty: 4163.596191
	Iteration 9Q: 3 clusters Score -480926.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -481063.031250 Penalty: 4163.596191
	Iteration 10Q: 3 clusters Score -481063 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -481185.406250 Penalty: 4163.596191
	Iteration 11Q: 3 clusters Score -481185.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -481290.281250 Penalty: 4163.596191
	Iteration 12Q: 3 clusters Score -481290.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -481372.656250 Penalty: 4163.596191
	Iteration 13Q: 3 clusters Score -481372.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -481446.656250 Penalty: 4163.596191
	Iteration 14Q: 3 clusters Score -481446.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -481516.375000 Penalty: 4163.596191
	Iteration 15Q: 3 clusters Score -481516.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -481561.250000 Penalty: 4163.596191
	Iteration 16Q: 3 clusters Score -481561.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -481584.625000 Penalty: 4163.596191
	Iteration 17Q: 3 clusters Score -481584.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -481600.937500 Penalty: 4163.596191
	Iteration 18Q: 3 clusters Score -481600.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -481616.000000 Penalty: 4163.596191
	Iteration 19Q: 3 clusters Score -481616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -481626.937500 Penalty: 4163.596191
	Iteration 20F: 3 clusters Score -481626.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -481631.937500 Penalty: 4163.596191
	Iteration 21Q: 3 clusters Score -481631.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -481636.906250 Penalty: 4163.596191
	Iteration 22Q: 3 clusters Score -481636.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -481639.218750 Penalty: 4163.596191
	Iteration 23Q: 3 clusters Score -481639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -481642.500000 Penalty: 4163.596191
	Iteration 24Q: 3 clusters Score -481642.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -481645.875000 Penalty: 4163.596191
	Iteration 25Q: 3 clusters Score -481645.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -481651.781250 Penalty: 4163.596191
	Iteration 26Q: 3 clusters Score -481651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -481658.281250 Penalty: 4163.596191
	Iteration 27Q: 3 clusters Score -481658.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -481662.468750 Penalty: 4163.596191
	Iteration 28Q: 3 clusters Score -481662.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -481664.656250 Penalty: 4163.596191
	Iteration 29Q: 3 clusters Score -481664.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -481666.625000 Penalty: 4163.596191
	Iteration 30Q: 3 clusters Score -481666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -481669.843750 Penalty: 4163.596191
	Iteration 31Q: 3 clusters Score -481669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -481672.187500 Penalty: 4163.596191
	Iteration 32Q: 3 clusters Score -481672.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -481675.500000 Penalty: 4163.596191
	Iteration 33Q: 3 clusters Score -481675.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -481677.750000 Penalty: 4163.596191
	Iteration 34Q: 3 clusters Score -481677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -481679.062500 Penalty: 4163.596191
	Iteration 35Q: 3 clusters Score -481679.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -481679.062500 Penalty: 4163.596191
	Iteration 36F: 3 clusters Score -481679.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -91927.914062 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -91927.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90145.570312 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -90145.57 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -90411.664062 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -90411.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90502.328125 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -90502.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -90567.781250 Penalty: 3324.172363
	Iteration 3Q: 3 clusters Score -90567.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90601.773438 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -90601.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -90632.257812 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -90632.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -90658.054688 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -90658.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90678.429688 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -90678.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -90692.546875 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -90692.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -90702.367188 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -90702.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -90707.429688 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -90707.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90710.421875 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -90710.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90711.625000 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -90711.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90711.625000 Penalty: 3324.172363
	Iteration 13F: 3 clusters Score -90711.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -37209.113281 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -37209.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35947.261719 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -35947.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36137.617188 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -36137.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36182.628906 Penalty: 2930.409180
	Iteration 2Q: 3 clusters Score -36182.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36206.367188 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -36206.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36214.195312 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -36214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36217.203125 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -36217.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36217.203125 Penalty: 2930.409180
	Iteration 6F: 3 clusters Score -36217.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Entering Unmasked Estep 
Score: -2064820.000000 Penalty: 2427.442871
	Iteration 0F: 2 clusters Score -2064820 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 9023 members 
Entering Unmasked Estep 
Score: -2052160.000000 Penalty: 4854.885742
	Iteration 0F: 3 clusters Score -2052160 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2056230.000000 Penalty: 4854.885742
	Iteration 1F: 3 clusters Score -2056230 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2056610.750000 Penalty: 4854.885742
	Iteration 2F: 3 clusters Score -2056611 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2056892.375000 Penalty: 4854.885742
	Iteration 3Q: 3 clusters Score -2056892 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2057083.750000 Penalty: 4854.885742
	Iteration 4Q: 3 clusters Score -2057084 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2057259.000000 Penalty: 4854.885742
	Iteration 5Q: 3 clusters Score -2057259 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2057443.625000 Penalty: 4854.885742
	Iteration 6Q: 3 clusters Score -2057444 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2057675.500000 Penalty: 4854.885742
	Iteration 7Q: 3 clusters Score -2057676 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2057933.000000 Penalty: 4854.885742
	Iteration 8Q: 3 clusters Score -2057933 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2058270.375000 Penalty: 4854.885742
	Iteration 9Q: 3 clusters Score -2058270 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2058744.625000 Penalty: 4854.885742
	Iteration 10Q: 3 clusters Score -2058745 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2059329.500000 Penalty: 4854.885742
	Iteration 11F: 3 clusters Score -2059330 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2060100.750000 Penalty: 4854.885742
	Iteration 12F: 3 clusters Score -2060101 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2060933.000000 Penalty: 4854.885742
	Iteration 13F: 3 clusters Score -2060933 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2061636.250000 Penalty: 4854.885742
	Iteration 14Q: 3 clusters Score -2061636 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2062085.500000 Penalty: 4854.885742
	Iteration 15Q: 3 clusters Score -2062086 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2062349.250000 Penalty: 4854.885742
	Iteration 16Q: 3 clusters Score -2062349 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2062489.500000 Penalty: 4854.885742
	Iteration 17Q: 3 clusters Score -2062490 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2062568.625000 Penalty: 4854.885742
	Iteration 18Q: 3 clusters Score -2062569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2062601.500000 Penalty: 4854.885742
	Iteration 19Q: 3 clusters Score -2062602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2062623.250000 Penalty: 4854.885742
	Iteration 20F: 3 clusters Score -2062623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2062636.375000 Penalty: 4854.885742
	Iteration 21Q: 3 clusters Score -2062636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2062649.750000 Penalty: 4854.885742
	Iteration 22Q: 3 clusters Score -2062650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2062661.125000 Penalty: 4854.885742
	Iteration 23Q: 3 clusters Score -2062661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2062666.000000 Penalty: 4854.885742
	Iteration 24Q: 3 clusters Score -2062666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2062671.625000 Penalty: 4854.885742
	Iteration 25Q: 3 clusters Score -2062672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2062675.500000 Penalty: 4854.885742
	Iteration 26Q: 3 clusters Score -2062676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2062684.000000 Penalty: 4854.885742
	Iteration 27Q: 3 clusters Score -2062684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2062688.375000 Penalty: 4854.885742
	Iteration 28Q: 3 clusters Score -2062688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2062693.625000 Penalty: 4854.885742
	Iteration 29Q: 3 clusters Score -2062694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2062694.875000 Penalty: 4854.885742
	Iteration 30Q: 3 clusters Score -2062695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2062701.375000 Penalty: 4854.885742
	Iteration 31Q: 3 clusters Score -2062701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2062706.375000 Penalty: 4854.885742
	Iteration 32Q: 3 clusters Score -2062706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2062706.875000 Penalty: 4854.885742
	Iteration 33Q: 3 clusters Score -2062707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2062708.750000 Penalty: 4854.885742
	Iteration 34Q: 3 clusters Score -2062709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2062716.375000 Penalty: 4854.885742
	Iteration 35Q: 3 clusters Score -2062716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2062721.250000 Penalty: 4854.885742
	Iteration 36Q: 3 clusters Score -2062721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2062728.625000 Penalty: 4854.885742
	Iteration 37Q: 3 clusters Score -2062729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2062728.500000 Penalty: 4854.885742
	Iteration 38Q: 3 clusters Score -2062728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2062728.500000 Penalty: 4854.885742
	Iteration 39F: 3 clusters Score -2062728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (258072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258072 members 
Entering Unmasked Estep 
Score: -29380706.000000 Penalty: 3090.326416
	Iteration 0F: 2 clusters Score -2.938071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128753 members 
Mstep: Class 2 contains 129319 members 
Entering Unmasked Estep 
Score: -29216460.000000 Penalty: 6180.652832
	Iteration 0F: 3 clusters Score -2.921646e+07 nChanged 124881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124006 members 
Mstep: Class 2 contains 134066 members 
Entering Unmasked Estep 
Score: -29291084.000000 Penalty: 6180.652832
	Iteration 1F: 3 clusters Score -2.929108e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121213 members 
Mstep: Class 2 contains 136859 members 
Entering Unmasked Estep 
Score: -29292940.000000 Penalty: 6180.652832
	Iteration 2Q: 3 clusters Score -2.929294e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116898 members 
Mstep: Class 2 contains 141174 members 
Entering Unmasked Estep 
Score: -29295564.000000 Penalty: 6180.652832
	Iteration 3Q: 3 clusters Score -2.929556e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110292 members 
Mstep: Class 2 contains 147780 members 
Entering Unmasked Estep 
Score: -29299890.000000 Penalty: 6180.652832
	Iteration 4Q: 3 clusters Score -2.929989e+07 nChanged 13359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100705 members 
Mstep: Class 2 contains 157367 members 
Entering Unmasked Estep 
Score: -29307062.000000 Penalty: 6180.652832
	Iteration 5F: 3 clusters Score -2.930706e+07 nChanged 16380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88211 members 
Mstep: Class 2 contains 169861 members 
Entering Unmasked Estep 
Score: -29317990.000000 Penalty: 6180.652832
	Iteration 6F: 3 clusters Score -2.931799e+07 nChanged 17931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74386 members 
Mstep: Class 2 contains 183686 members 
Entering Unmasked Estep 
Score: -29332564.000000 Penalty: 6180.652832
	Iteration 7F: 3 clusters Score -2.933256e+07 nChanged 16680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 195518 members 
Entering Unmasked Estep 
Score: -29346750.000000 Penalty: 6180.652832
	Iteration 8F: 3 clusters Score -2.934675e+07 nChanged 13310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 203306 members 
Entering Unmasked Estep 
Score: -29356690.000000 Penalty: 6180.652832
	Iteration 9F: 3 clusters Score -2.935669e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 208469 members 
Entering Unmasked Estep 
Score: -29361856.000000 Penalty: 6180.652832
	Iteration 10Q: 3 clusters Score -2.936186e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 212782 members 
Entering Unmasked Estep 
Score: -29364678.000000 Penalty: 6180.652832
	Iteration 11Q: 3 clusters Score -2.936468e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 216742 members 
Entering Unmasked Estep 
Score: -29367010.000000 Penalty: 6180.652832
	Iteration 12Q: 3 clusters Score -2.936701e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 220538 members 
Entering Unmasked Estep 
Score: -29369348.000000 Penalty: 6180.652832
	Iteration 13Q: 3 clusters Score -2.936935e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 223958 members 
Entering Unmasked Estep 
Score: -29371328.000000 Penalty: 6180.652832
	Iteration 14Q: 3 clusters Score -2.937133e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 226970 members 
Entering Unmasked Estep 
Score: -29372982.000000 Penalty: 6180.652832
	Iteration 15Q: 3 clusters Score -2.937298e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 229588 members 
Entering Unmasked Estep 
Score: -29374314.000000 Penalty: 6180.652832
	Iteration 16Q: 3 clusters Score -2.937431e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 231926 members 
Entering Unmasked Estep 
Score: -29375480.000000 Penalty: 6180.652832
	Iteration 17Q: 3 clusters Score -2.937548e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 233946 members 
Entering Unmasked Estep 
Score: -29376378.000000 Penalty: 6180.652832
	Iteration 18Q: 3 clusters Score -2.937638e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 235753 members 
Entering Unmasked Estep 
Score: -29377048.000000 Penalty: 6180.652832
	Iteration 19Q: 3 clusters Score -2.937705e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 237356 members 
Entering Unmasked Estep 
Score: -29377584.000000 Penalty: 6180.652832
	Iteration 20F: 3 clusters Score -2.937758e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 238764 members 
Entering Unmasked Estep 
Score: -29378042.000000 Penalty: 6180.652832
	Iteration 21Q: 3 clusters Score -2.937804e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 240027 members 
Entering Unmasked Estep 
Score: -29378374.000000 Penalty: 6180.652832
	Iteration 22Q: 3 clusters Score -2.937837e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 241167 members 
Entering Unmasked Estep 
Score: -29378508.000000 Penalty: 6180.652832
	Iteration 23Q: 3 clusters Score -2.937851e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 242231 members 
Entering Unmasked Estep 
Score: -29378486.000000 Penalty: 6180.652832
	Iteration 24Q: 3 clusters Score -2.937849e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 243221 members 
Entering Unmasked Estep 
Score: -29378640.000000 Penalty: 6180.652832
	Iteration 25Q: 3 clusters Score -2.937864e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 244153 members 
Entering Unmasked Estep 
Score: -29378714.000000 Penalty: 6180.652832
	Iteration 26Q: 3 clusters Score -2.937871e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 245067 members 
Entering Unmasked Estep 
Score: -29378748.000000 Penalty: 6180.652832
	Iteration 27Q: 3 clusters Score -2.937875e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 245918 members 
Entering Unmasked Estep 
Score: -29378838.000000 Penalty: 6180.652832
	Iteration 28Q: 3 clusters Score -2.937884e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 246668 members 
Entering Unmasked Estep 
Score: -29378886.000000 Penalty: 6180.652832
	Iteration 29Q: 3 clusters Score -2.937889e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 247332 members 
Entering Unmasked Estep 
Score: -29378886.000000 Penalty: 6180.652832
	Iteration 30Q: 3 clusters Score -2.937889e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 247969 members 
Entering Unmasked Estep 
Score: -29378942.000000 Penalty: 6180.652832
	Iteration 31Q: 3 clusters Score -2.937894e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 248550 members 
Entering Unmasked Estep 
Score: -29378956.000000 Penalty: 6180.652832
	Iteration 32Q: 3 clusters Score -2.937896e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 249107 members 
Entering Unmasked Estep 
Score: -29379060.000000 Penalty: 6180.652832
	Iteration 33Q: 3 clusters Score -2.937906e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 249612 members 
Entering Unmasked Estep 
Score: -29379094.000000 Penalty: 6180.652832
	Iteration 34Q: 3 clusters Score -2.937909e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 250094 members 
Entering Unmasked Estep 
Score: -29379078.000000 Penalty: 6180.652832
	Iteration 35Q: 3 clusters Score -2.937908e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 250537 members 
Entering Unmasked Estep 
Score: -29379078.000000 Penalty: 6180.652832
	Iteration 36Q: 3 clusters Score -2.937908e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 250940 members 
Entering Unmasked Estep 
Score: -29379104.000000 Penalty: 6180.652832
	Iteration 37Q: 3 clusters Score -2.93791e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 251305 members 
Entering Unmasked Estep 
Score: -29378976.000000 Penalty: 6180.652832
	Iteration 38Q: 3 clusters Score -2.937898e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 251595 members 
Entering Unmasked Estep 
Score: -29378900.000000 Penalty: 6180.652832
	Iteration 39Q: 3 clusters Score -2.93789e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 251875 members 
Entering Unmasked Estep 
Score: -29378926.000000 Penalty: 6180.652832
	Iteration 40F: 3 clusters Score -2.937893e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 252149 members 
Entering Unmasked Estep 
Score: -29378902.000000 Penalty: 6180.652832
	Iteration 41Q: 3 clusters Score -2.93789e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 252379 members 
Entering Unmasked Estep 
Score: -29378892.000000 Penalty: 6180.652832
	Iteration 42Q: 3 clusters Score -2.937889e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 252578 members 
Entering Unmasked Estep 
Score: -29378896.000000 Penalty: 6180.652832
	Iteration 43Q: 3 clusters Score -2.93789e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 252757 members 
Entering Unmasked Estep 
Score: -29378870.000000 Penalty: 6180.652832
	Iteration 44Q: 3 clusters Score -2.937887e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 252910 members 
Entering Unmasked Estep 
Score: -29378866.000000 Penalty: 6180.652832
	Iteration 45Q: 3 clusters Score -2.937887e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 253053 members 
Entering Unmasked Estep 
Score: -29378782.000000 Penalty: 6180.652832
	Iteration 46Q: 3 clusters Score -2.937878e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 253172 members 
Entering Unmasked Estep 
Score: -29378806.000000 Penalty: 6180.652832
	Iteration 47Q: 3 clusters Score -2.937881e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 253301 members 
Entering Unmasked Estep 
Score: -29378786.000000 Penalty: 6180.652832
	Iteration 48Q: 3 clusters Score -2.937879e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 253439 members 
Entering Unmasked Estep 
Score: -29378792.000000 Penalty: 6180.652832
	Iteration 49Q: 3 clusters Score -2.937879e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 253579 members 
Entering Unmasked Estep 
Score: -29378774.000000 Penalty: 6180.652832
	Iteration 50Q: 3 clusters Score -2.937877e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 253693 members 
Entering Unmasked Estep 
Score: -29378712.000000 Penalty: 6180.652832
	Iteration 51Q: 3 clusters Score -2.937871e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 253806 members 
Entering Unmasked Estep 
Score: -29378714.000000 Penalty: 6180.652832
	Iteration 52Q: 3 clusters Score -2.937871e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 253923 members 
Entering Unmasked Estep 
Score: -29378696.000000 Penalty: 6180.652832
	Iteration 53Q: 3 clusters Score -2.93787e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 254047 members 
Entering Unmasked Estep 
Score: -29378690.000000 Penalty: 6180.652832
	Iteration 54Q: 3 clusters Score -2.937869e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 254173 members 
Entering Unmasked Estep 
Score: -29378682.000000 Penalty: 6180.652832
	Iteration 55Q: 3 clusters Score -2.937868e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 254283 members 
Entering Unmasked Estep 
Score: -29378680.000000 Penalty: 6180.652832
	Iteration 56Q: 3 clusters Score -2.937868e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 254387 members 
Entering Unmasked Estep 
Score: -29378646.000000 Penalty: 6180.652832
	Iteration 57Q: 3 clusters Score -2.937865e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 254499 members 
Entering Unmasked Estep 
Score: -29378654.000000 Penalty: 6180.652832
	Iteration 58Q: 3 clusters Score -2.937865e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 254622 members 
Entering Unmasked Estep 
Score: -29378636.000000 Penalty: 6180.652832
	Iteration 59Q: 3 clusters Score -2.937864e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 254731 members 
Entering Unmasked Estep 
Score: -29378634.000000 Penalty: 6180.652832
	Iteration 60F: 3 clusters Score -2.937863e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 254818 members 
Entering Unmasked Estep 
Score: -29378642.000000 Penalty: 6180.652832
	Iteration 61Q: 3 clusters Score -2.937864e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 254910 members 
Entering Unmasked Estep 
Score: -29378596.000000 Penalty: 6180.652832
	Iteration 62Q: 3 clusters Score -2.93786e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 254996 members 
Entering Unmasked Estep 
Score: -29378598.000000 Penalty: 6180.652832
	Iteration 63Q: 3 clusters Score -2.93786e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 255095 members 
Entering Unmasked Estep 
Score: -29378600.000000 Penalty: 6180.652832
	Iteration 64Q: 3 clusters Score -2.93786e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 255204 members 
Entering Unmasked Estep 
Score: -29378608.000000 Penalty: 6180.652832
	Iteration 65Q: 3 clusters Score -2.937861e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 255305 members 
Entering Unmasked Estep 
Score: -29378596.000000 Penalty: 6180.652832
	Iteration 66Q: 3 clusters Score -2.93786e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 255387 members 
Entering Unmasked Estep 
Score: -29378568.000000 Penalty: 6180.652832
	Iteration 67Q: 3 clusters Score -2.937857e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 255477 members 
Entering Unmasked Estep 
Score: -29378550.000000 Penalty: 6180.652832
	Iteration 68Q: 3 clusters Score -2.937855e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 255559 members 
Entering Unmasked Estep 
Score: -29378564.000000 Penalty: 6180.652832
	Iteration 69Q: 3 clusters Score -2.937856e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 255629 members 
Entering Unmasked Estep 
Score: -29378574.000000 Penalty: 6180.652832
	Iteration 70Q: 3 clusters Score -2.937857e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 255684 members 
Entering Unmasked Estep 
Score: -29378562.000000 Penalty: 6180.652832
	Iteration 71Q: 3 clusters Score -2.937856e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 255744 members 
Entering Unmasked Estep 
Score: -29378528.000000 Penalty: 6180.652832
	Iteration 72Q: 3 clusters Score -2.937853e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 255818 members 
Entering Unmasked Estep 
Score: -29378552.000000 Penalty: 6180.652832
	Iteration 73Q: 3 clusters Score -2.937855e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 255888 members 
Entering Unmasked Estep 
Score: -29378562.000000 Penalty: 6180.652832
	Iteration 74Q: 3 clusters Score -2.937856e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 255949 members 
Entering Unmasked Estep 
Score: -29378544.000000 Penalty: 6180.652832
	Iteration 75Q: 3 clusters Score -2.937854e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 256005 members 
Entering Unmasked Estep 
Score: -29378550.000000 Penalty: 6180.652832
	Iteration 76Q: 3 clusters Score -2.937855e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 256051 members 
Entering Unmasked Estep 
Score: -29378580.000000 Penalty: 6180.652832
	Iteration 77Q: 3 clusters Score -2.937858e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 256097 members 
Entering Unmasked Estep 
Score: -29378582.000000 Penalty: 6180.652832
	Iteration 78Q: 3 clusters Score -2.937858e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 256139 members 
Entering Unmasked Estep 
Score: -29378580.000000 Penalty: 6180.652832
	Iteration 79Q: 3 clusters Score -2.937858e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 256173 members 
Entering Unmasked Estep 
Score: -29378594.000000 Penalty: 6180.652832
	Iteration 80F: 3 clusters Score -2.937859e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 256222 members 
Entering Unmasked Estep 
Score: -29378566.000000 Penalty: 6180.652832
	Iteration 81Q: 3 clusters Score -2.937857e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 256270 members 
Entering Unmasked Estep 
Score: -29378580.000000 Penalty: 6180.652832
	Iteration 82Q: 3 clusters Score -2.937858e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 256314 members 
Entering Unmasked Estep 
Score: -29378620.000000 Penalty: 6180.652832
	Iteration 83Q: 3 clusters Score -2.937862e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 256365 members 
Entering Unmasked Estep 
Score: -29378618.000000 Penalty: 6180.652832
	Iteration 84Q: 3 clusters Score -2.937862e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 256396 members 
Entering Unmasked Estep 
Score: -29378612.000000 Penalty: 6180.652832
	Iteration 85Q: 3 clusters Score -2.937861e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 256423 members 
Entering Unmasked Estep 
Score: -29378608.000000 Penalty: 6180.652832
	Iteration 86Q: 3 clusters Score -2.937861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 256447 members 
Entering Unmasked Estep 
Score: -29378602.000000 Penalty: 6180.652832
	Iteration 87Q: 3 clusters Score -2.93786e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 256469 members 
Entering Unmasked Estep 
Score: -29378634.000000 Penalty: 6180.652832
	Iteration 88Q: 3 clusters Score -2.937863e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 256501 members 
Entering Unmasked Estep 
Score: -29378634.000000 Penalty: 6180.652832
	Iteration 89Q: 3 clusters Score -2.937863e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 256535 members 
Entering Unmasked Estep 
Score: -29378670.000000 Penalty: 6180.652832
	Iteration 90Q: 3 clusters Score -2.937867e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 256566 members 
Entering Unmasked Estep 
Score: -29378668.000000 Penalty: 6180.652832
	Iteration 91Q: 3 clusters Score -2.937867e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 256596 members 
Entering Unmasked Estep 
Score: -29378630.000000 Penalty: 6180.652832
	Iteration 92Q: 3 clusters Score -2.937863e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 256623 members 
Entering Unmasked Estep 
Score: -29378606.000000 Penalty: 6180.652832
	Iteration 93Q: 3 clusters Score -2.937861e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 256650 members 
Entering Unmasked Estep 
Score: -29378628.000000 Penalty: 6180.652832
	Iteration 94Q: 3 clusters Score -2.937863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 256671 members 
Entering Unmasked Estep 
Score: -29378610.000000 Penalty: 6180.652832
	Iteration 95Q: 3 clusters Score -2.937861e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 256694 members 
Entering Unmasked Estep 
Score: -29378626.000000 Penalty: 6180.652832
	Iteration 96Q: 3 clusters Score -2.937863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 256713 members 
Entering Unmasked Estep 
Score: -29378616.000000 Penalty: 6180.652832
	Iteration 97Q: 3 clusters Score -2.937862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 256719 members 
Entering Unmasked Estep 
Score: -29378598.000000 Penalty: 6180.652832
	Iteration 98Q: 3 clusters Score -2.93786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 256732 members 
Entering Unmasked Estep 
Score: -29378578.000000 Penalty: 6180.652832
	Iteration 99Q: 3 clusters Score -2.937858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 256750 members 
Entering Unmasked Estep 
Score: -29378616.000000 Penalty: 6180.652832
	Iteration 100F: 3 clusters Score -2.937862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 256772 members 
Entering Unmasked Estep 
Score: -29378616.000000 Penalty: 6180.652832
	Iteration 101Q: 3 clusters Score -2.937862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 256788 members 
Entering Unmasked Estep 
Score: -29378632.000000 Penalty: 6180.652832
	Iteration 102Q: 3 clusters Score -2.937863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 256799 members 
Entering Unmasked Estep 
Score: -29378622.000000 Penalty: 6180.652832
	Iteration 103Q: 3 clusters Score -2.937862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 256807 members 
Entering Unmasked Estep 
Score: -29378632.000000 Penalty: 6180.652832
	Iteration 104Q: 3 clusters Score -2.937863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 256818 members 
Entering Unmasked Estep 
Score: -29378624.000000 Penalty: 6180.652832
	Iteration 105Q: 3 clusters Score -2.937862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 256822 members 
Entering Unmasked Estep 
Score: -29378626.000000 Penalty: 6180.652832
	Iteration 106Q: 3 clusters Score -2.937863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 256823 members 
Entering Unmasked Estep 
Score: -29378620.000000 Penalty: 6180.652832
	Iteration 107Q: 3 clusters Score -2.937862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 256823 members 
Entering Unmasked Estep 
Score: -29378614.000000 Penalty: 6180.652832
	Iteration 108Q: 3 clusters Score -2.937861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 256827 members 
Entering Unmasked Estep 
Score: -29378626.000000 Penalty: 6180.652832
	Iteration 109Q: 3 clusters Score -2.937863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 256834 members 
Entering Unmasked Estep 
Score: -29378634.000000 Penalty: 6180.652832
	Iteration 110Q: 3 clusters Score -2.937863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 256842 members 
Entering Unmasked Estep 
Score: -29378662.000000 Penalty: 6180.652832
	Iteration 111Q: 3 clusters Score -2.937866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 256855 members 
Entering Unmasked Estep 
Score: -29378642.000000 Penalty: 6180.652832
	Iteration 112Q: 3 clusters Score -2.937864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 256862 members 
Entering Unmasked Estep 
Score: -29378616.000000 Penalty: 6180.652832
	Iteration 113Q: 3 clusters Score -2.937862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 256866 members 
Entering Unmasked Estep 
Score: -29378612.000000 Penalty: 6180.652832
	Iteration 114Q: 3 clusters Score -2.937861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 256868 members 
Entering Unmasked Estep 
Score: -29378600.000000 Penalty: 6180.652832
	Iteration 115Q: 3 clusters Score -2.93786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 256874 members 
Entering Unmasked Estep 
Score: -29378596.000000 Penalty: 6180.652832
	Iteration 116Q: 3 clusters Score -2.93786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 256880 members 
Entering Unmasked Estep 
Score: -29378594.000000 Penalty: 6180.652832
	Iteration 117Q: 3 clusters Score -2.937859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 256889 members 
Entering Unmasked Estep 
Score: -29378620.000000 Penalty: 6180.652832
	Iteration 118Q: 3 clusters Score -2.937862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 256894 members 
Entering Unmasked Estep 
Score: -29378620.000000 Penalty: 6180.652832
	Iteration 119Q: 3 clusters Score -2.937862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 256900 members 
Entering Unmasked Estep 
Score: -29378630.000000 Penalty: 6180.652832
	Iteration 120F: 3 clusters Score -2.937863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 256909 members 
Entering Unmasked Estep 
Score: -29378624.000000 Penalty: 6180.652832
	Iteration 121Q: 3 clusters Score -2.937862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 256916 members 
Entering Unmasked Estep 
Score: -29378616.000000 Penalty: 6180.652832
	Iteration 122Q: 3 clusters Score -2.937862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 256922 members 
Entering Unmasked Estep 
Score: -29378598.000000 Penalty: 6180.652832
	Iteration 123Q: 3 clusters Score -2.93786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 256932 members 
Entering Unmasked Estep 
Score: -29378618.000000 Penalty: 6180.652832
	Iteration 124Q: 3 clusters Score -2.937862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 256942 members 
Entering Unmasked Estep 
Score: -29378620.000000 Penalty: 6180.652832
	Iteration 125Q: 3 clusters Score -2.937862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 256948 members 
Entering Unmasked Estep 
Score: -29378634.000000 Penalty: 6180.652832
	Iteration 126Q: 3 clusters Score -2.937863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 256954 members 
Entering Unmasked Estep 
Score: -29378646.000000 Penalty: 6180.652832
	Iteration 127Q: 3 clusters Score -2.937865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 256957 members 
Entering Unmasked Estep 
Score: -29378634.000000 Penalty: 6180.652832
	Iteration 128Q: 3 clusters Score -2.937863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 256961 members 
Entering Unmasked Estep 
Score: -29378628.000000 Penalty: 6180.652832
	Iteration 129Q: 3 clusters Score -2.937863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 256966 members 
Entering Unmasked Estep 
Score: -29378626.000000 Penalty: 6180.652832
	Iteration 130Q: 3 clusters Score -2.937863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 256971 members 
Entering Unmasked Estep 
Score: -29378622.000000 Penalty: 6180.652832
	Iteration 131Q: 3 clusters Score -2.937862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 256972 members 
Entering Unmasked Estep 
Score: -29378620.000000 Penalty: 6180.652832
	Iteration 132Q: 3 clusters Score -2.937862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 256971 members 
Entering Unmasked Estep 
Score: -29378622.000000 Penalty: 6180.652832
	Iteration 133Q: 3 clusters Score -2.937862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 256972 members 
Entering Unmasked Estep 
Score: -29378628.000000 Penalty: 6180.652832
	Iteration 134Q: 3 clusters Score -2.937863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 256972 members 
Entering Unmasked Estep 
Score: -29378628.000000 Penalty: 6180.652832
	Iteration 135F: 3 clusters Score -2.937863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Entering Unmasked Estep 
Score: -2136814.250000 Penalty: 2435.668945
	Iteration 0F: 2 clusters Score -2136814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2123763.500000 Penalty: 4871.337891
	Iteration 0F: 3 clusters Score -2123764 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2128123.750000 Penalty: 4871.337891
	Iteration 1F: 3 clusters Score -2128124 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2128549.000000 Penalty: 4871.337891
	Iteration 2F: 3 clusters Score -2128549 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2128927.750000 Penalty: 4871.337891
	Iteration 3Q: 3 clusters Score -2128928 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2129264.000000 Penalty: 4871.337891
	Iteration 4Q: 3 clusters Score -2129264 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2129575.750000 Penalty: 4871.337891
	Iteration 5Q: 3 clusters Score -2129576 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2129901.000000 Penalty: 4871.337891
	Iteration 6Q: 3 clusters Score -2129901 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2130211.000000 Penalty: 4871.337891
	Iteration 7Q: 3 clusters Score -2130211 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2130512.000000 Penalty: 4871.337891
	Iteration 8Q: 3 clusters Score -2130512 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2130835.750000 Penalty: 4871.337891
	Iteration 9Q: 3 clusters Score -2130836 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2131166.750000 Penalty: 4871.337891
	Iteration 10Q: 3 clusters Score -2131167 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2131530.000000 Penalty: 4871.337891
	Iteration 11Q: 3 clusters Score -2131530 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2131886.750000 Penalty: 4871.337891
	Iteration 12Q: 3 clusters Score -2131887 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2132268.250000 Penalty: 4871.337891
	Iteration 13Q: 3 clusters Score -2132268 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2132613.000000 Penalty: 4871.337891
	Iteration 14Q: 3 clusters Score -2132613 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2132843.750000 Penalty: 4871.337891
	Iteration 15Q: 3 clusters Score -2132844 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2132969.750000 Penalty: 4871.337891
	Iteration 16Q: 3 clusters Score -2132970 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2133052.500000 Penalty: 4871.337891
	Iteration 17Q: 3 clusters Score -2133052 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2133109.500000 Penalty: 4871.337891
	Iteration 18Q: 3 clusters Score -2133110 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2133165.000000 Penalty: 4871.337891
	Iteration 19Q: 3 clusters Score -2133165 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2133204.750000 Penalty: 4871.337891
	Iteration 20F: 3 clusters Score -2133205 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2133264.000000 Penalty: 4871.337891
	Iteration 21Q: 3 clusters Score -2133264 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2133296.000000 Penalty: 4871.337891
	Iteration 22Q: 3 clusters Score -2133296 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2133337.000000 Penalty: 4871.337891
	Iteration 23Q: 3 clusters Score -2133337 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2133360.000000 Penalty: 4871.337891
	Iteration 24Q: 3 clusters Score -2133360 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2133394.250000 Penalty: 4871.337891
	Iteration 25Q: 3 clusters Score -2133394 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2133418.500000 Penalty: 4871.337891
	Iteration 26Q: 3 clusters Score -2133418 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2133453.000000 Penalty: 4871.337891
	Iteration 27Q: 3 clusters Score -2133453 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2133474.500000 Penalty: 4871.337891
	Iteration 28Q: 3 clusters Score -2133474 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2133489.000000 Penalty: 4871.337891
	Iteration 29Q: 3 clusters Score -2133489 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2133512.750000 Penalty: 4871.337891
	Iteration 30Q: 3 clusters Score -2133513 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2133523.500000 Penalty: 4871.337891
	Iteration 31Q: 3 clusters Score -2133524 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2133547.000000 Penalty: 4871.337891
	Iteration 32Q: 3 clusters Score -2133547 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2133566.000000 Penalty: 4871.337891
	Iteration 33Q: 3 clusters Score -2133566 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2133590.250000 Penalty: 4871.337891
	Iteration 34Q: 3 clusters Score -2133590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2133610.250000 Penalty: 4871.337891
	Iteration 35Q: 3 clusters Score -2133610 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2133643.000000 Penalty: 4871.337891
	Iteration 36Q: 3 clusters Score -2133643 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2133675.000000 Penalty: 4871.337891
	Iteration 37Q: 3 clusters Score -2133675 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2133708.000000 Penalty: 4871.337891
	Iteration 38Q: 3 clusters Score -2133708 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2133735.500000 Penalty: 4871.337891
	Iteration 39Q: 3 clusters Score -2133736 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2133762.000000 Penalty: 4871.337891
	Iteration 40F: 3 clusters Score -2133762 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2133799.000000 Penalty: 4871.337891
	Iteration 41Q: 3 clusters Score -2133799 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2133834.000000 Penalty: 4871.337891
	Iteration 42Q: 3 clusters Score -2133834 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2133877.750000 Penalty: 4871.337891
	Iteration 43Q: 3 clusters Score -2133878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2133897.500000 Penalty: 4871.337891
	Iteration 44Q: 3 clusters Score -2133898 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2133940.750000 Penalty: 4871.337891
	Iteration 45Q: 3 clusters Score -2133941 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2133983.750000 Penalty: 4871.337891
	Iteration 46Q: 3 clusters Score -2133984 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2134020.500000 Penalty: 4871.337891
	Iteration 47Q: 3 clusters Score -2134020 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2134057.000000 Penalty: 4871.337891
	Iteration 48Q: 3 clusters Score -2134057 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2134102.500000 Penalty: 4871.337891
	Iteration 49Q: 3 clusters Score -2134102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2134125.750000 Penalty: 4871.337891
	Iteration 50Q: 3 clusters Score -2134126 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2134164.750000 Penalty: 4871.337891
	Iteration 51Q: 3 clusters Score -2134165 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2134202.500000 Penalty: 4871.337891
	Iteration 52Q: 3 clusters Score -2134202 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2134244.500000 Penalty: 4871.337891
	Iteration 53Q: 3 clusters Score -2134244 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2134286.500000 Penalty: 4871.337891
	Iteration 54Q: 3 clusters Score -2134286 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2134330.250000 Penalty: 4871.337891
	Iteration 55Q: 3 clusters Score -2134330 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2134379.750000 Penalty: 4871.337891
	Iteration 56Q: 3 clusters Score -2134380 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2134411.000000 Penalty: 4871.337891
	Iteration 57Q: 3 clusters Score -2134411 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2134458.250000 Penalty: 4871.337891
	Iteration 58Q: 3 clusters Score -2134458 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2134498.250000 Penalty: 4871.337891
	Iteration 59Q: 3 clusters Score -2134498 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2134534.750000 Penalty: 4871.337891
	Iteration 60F: 3 clusters Score -2134535 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2134571.500000 Penalty: 4871.337891
	Iteration 61Q: 3 clusters Score -2134572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2134604.500000 Penalty: 4871.337891
	Iteration 62Q: 3 clusters Score -2134604 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2134640.000000 Penalty: 4871.337891
	Iteration 63Q: 3 clusters Score -2134640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2134675.500000 Penalty: 4871.337891
	Iteration 64Q: 3 clusters Score -2134676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2134707.500000 Penalty: 4871.337891
	Iteration 65Q: 3 clusters Score -2134708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2134742.500000 Penalty: 4871.337891
	Iteration 66Q: 3 clusters Score -2134742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2134759.750000 Penalty: 4871.337891
	Iteration 67Q: 3 clusters Score -2134760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2134771.750000 Penalty: 4871.337891
	Iteration 68Q: 3 clusters Score -2134772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2134782.500000 Penalty: 4871.337891
	Iteration 69Q: 3 clusters Score -2134782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2134797.250000 Penalty: 4871.337891
	Iteration 70Q: 3 clusters Score -2134797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2134807.500000 Penalty: 4871.337891
	Iteration 71Q: 3 clusters Score -2134808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2134811.500000 Penalty: 4871.337891
	Iteration 72Q: 3 clusters Score -2134812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2134815.750000 Penalty: 4871.337891
	Iteration 73Q: 3 clusters Score -2134816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2134823.500000 Penalty: 4871.337891
	Iteration 74Q: 3 clusters Score -2134824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2134827.500000 Penalty: 4871.337891
	Iteration 75Q: 3 clusters Score -2134828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2134833.500000 Penalty: 4871.337891
	Iteration 76Q: 3 clusters Score -2134834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2134839.000000 Penalty: 4871.337891
	Iteration 77Q: 3 clusters Score -2134839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2134841.000000 Penalty: 4871.337891
	Iteration 78Q: 3 clusters Score -2134841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2134847.500000 Penalty: 4871.337891
	Iteration 79Q: 3 clusters Score -2134848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2134848.500000 Penalty: 4871.337891
	Iteration 80F: 3 clusters Score -2134848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2134857.500000 Penalty: 4871.337891
	Iteration 81Q: 3 clusters Score -2134858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2134855.500000 Penalty: 4871.337891
	Iteration 82Q: 3 clusters Score -2134856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2134855.500000 Penalty: 4871.337891
	Iteration 83Q: 3 clusters Score -2134856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2134865.500000 Penalty: 4871.337891
	Iteration 84Q: 3 clusters Score -2134866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2134870.250000 Penalty: 4871.337891
	Iteration 85Q: 3 clusters Score -2134870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2134872.000000 Penalty: 4871.337891
	Iteration 86Q: 3 clusters Score -2134872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2134877.500000 Penalty: 4871.337891
	Iteration 87Q: 3 clusters Score -2134878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2134881.250000 Penalty: 4871.337891
	Iteration 88Q: 3 clusters Score -2134881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2134879.250000 Penalty: 4871.337891
	Iteration 89Q: 3 clusters Score -2134879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2134886.500000 Penalty: 4871.337891
	Iteration 90Q: 3 clusters Score -2134886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2134890.500000 Penalty: 4871.337891
	Iteration 91Q: 3 clusters Score -2134890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2134890.250000 Penalty: 4871.337891
	Iteration 92Q: 3 clusters Score -2134890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2134890.250000 Penalty: 4871.337891
	Iteration 93Q: 3 clusters Score -2134890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2134892.750000 Penalty: 4871.337891
	Iteration 94Q: 3 clusters Score -2134893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2134893.250000 Penalty: 4871.337891
	Iteration 95Q: 3 clusters Score -2134893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2134897.000000 Penalty: 4871.337891
	Iteration 96Q: 3 clusters Score -2134897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2134896.250000 Penalty: 4871.337891
	Iteration 97Q: 3 clusters Score -2134896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2134897.000000 Penalty: 4871.337891
	Iteration 98Q: 3 clusters Score -2134897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2134894.750000 Penalty: 4871.337891
	Iteration 99Q: 3 clusters Score -2134895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2134896.750000 Penalty: 4871.337891
	Iteration 100F: 3 clusters Score -2134897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Entering Unmasked Estep 
Score: -4864239.500000 Penalty: 2648.921875
	Iteration 0F: 2 clusters Score -4864240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -4834794.500000 Penalty: 5297.843750
	Iteration 0F: 3 clusters Score -4834794 nChanged 20091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -4845817.500000 Penalty: 5297.843750
	Iteration 1F: 3 clusters Score -4845818 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -4846272.500000 Penalty: 5297.843750
	Iteration 2Q: 3 clusters Score -4846272 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -4846677.000000 Penalty: 5297.843750
	Iteration 3Q: 3 clusters Score -4846677 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -4847131.500000 Penalty: 5297.843750
	Iteration 4Q: 3 clusters Score -4847132 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -4847766.500000 Penalty: 5297.843750
	Iteration 5Q: 3 clusters Score -4847766 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -4848694.000000 Penalty: 5297.843750
	Iteration 6Q: 3 clusters Score -4848694 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -4850105.000000 Penalty: 5297.843750
	Iteration 7F: 3 clusters Score -4850105 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -4851881.500000 Penalty: 5297.843750
	Iteration 8F: 3 clusters Score -4851882 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -4853923.000000 Penalty: 5297.843750
	Iteration 9F: 3 clusters Score -4853923 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -4855946.000000 Penalty: 5297.843750
	Iteration 10F: 3 clusters Score -4855946 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -4857762.000000 Penalty: 5297.843750
	Iteration 11F: 3 clusters Score -4857762 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -4859314.000000 Penalty: 5297.843750
	Iteration 12Q: 3 clusters Score -4859314 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -4860508.500000 Penalty: 5297.843750
	Iteration 13Q: 3 clusters Score -4860508 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -4861209.500000 Penalty: 5297.843750
	Iteration 14Q: 3 clusters Score -4861210 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -4861583.000000 Penalty: 5297.843750
	Iteration 15Q: 3 clusters Score -4861583 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -4861811.000000 Penalty: 5297.843750
	Iteration 16Q: 3 clusters Score -4861811 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -4861927.000000 Penalty: 5297.843750
	Iteration 17Q: 3 clusters Score -4861927 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -4861956.500000 Penalty: 5297.843750
	Iteration 18Q: 3 clusters Score -4861956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -4861993.000000 Penalty: 5297.843750
	Iteration 19Q: 3 clusters Score -4861993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -4862013.500000 Penalty: 5297.843750
	Iteration 20F: 3 clusters Score -4862014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -4862019.000000 Penalty: 5297.843750
	Iteration 21Q: 3 clusters Score -4862019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -4862025.500000 Penalty: 5297.843750
	Iteration 22Q: 3 clusters Score -4862026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -4862043.500000 Penalty: 5297.843750
	Iteration 23Q: 3 clusters Score -4862044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -4862049.500000 Penalty: 5297.843750
	Iteration 24Q: 3 clusters Score -4862050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -4862060.000000 Penalty: 5297.843750
	Iteration 25Q: 3 clusters Score -4862060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -4862063.500000 Penalty: 5297.843750
	Iteration 26Q: 3 clusters Score -4862064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -4862065.500000 Penalty: 5297.843750
	Iteration 27Q: 3 clusters Score -4862066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -4862066.500000 Penalty: 5297.843750
	Iteration 28Q: 3 clusters Score -4862066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -4862068.500000 Penalty: 5297.843750
	Iteration 29Q: 3 clusters Score -4862068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -4862063.500000 Penalty: 5297.843750
	Iteration 30Q: 3 clusters Score -4862064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -4862063.500000 Penalty: 5297.843750
	Iteration 31Q: 3 clusters Score -4862064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -4862070.000000 Penalty: 5297.843750
	Iteration 32Q: 3 clusters Score -4862070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -4862068.500000 Penalty: 5297.843750
	Iteration 33Q: 3 clusters Score -4862068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -4862068.500000 Penalty: 5297.843750
	Iteration 34F: 3 clusters Score -4862068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Entering Unmasked Estep 
Score: -6102343.500000 Penalty: 2700.177002
	Iteration 0F: 2 clusters Score -6102344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -6066235.000000 Penalty: 5400.354004
	Iteration 0F: 3 clusters Score -6066235 nChanged 24707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -6080397.500000 Penalty: 5400.354004
	Iteration 1F: 3 clusters Score -6080398 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -6081676.000000 Penalty: 5400.354004
	Iteration 2F: 3 clusters Score -6081676 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -6083789.000000 Penalty: 5400.354004
	Iteration 3F: 3 clusters Score -6083789 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -6086815.500000 Penalty: 5400.354004
	Iteration 4F: 3 clusters Score -6086816 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -6090511.500000 Penalty: 5400.354004
	Iteration 5F: 3 clusters Score -6090512 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -6093932.500000 Penalty: 5400.354004
	Iteration 6F: 3 clusters Score -6093932 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -6096318.000000 Penalty: 5400.354004
	Iteration 7F: 3 clusters Score -6096318 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -6097927.500000 Penalty: 5400.354004
	Iteration 8Q: 3 clusters Score -6097928 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -6098892.000000 Penalty: 5400.354004
	Iteration 9Q: 3 clusters Score -6098892 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -6099445.500000 Penalty: 5400.354004
	Iteration 10Q: 3 clusters Score -6099446 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6099767.000000 Penalty: 5400.354004
	Iteration 11Q: 3 clusters Score -6099767 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6099955.000000 Penalty: 5400.354004
	Iteration 12Q: 3 clusters Score -6099955 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6100050.000000 Penalty: 5400.354004
	Iteration 13Q: 3 clusters Score -6100050 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6100138.500000 Penalty: 5400.354004
	Iteration 14Q: 3 clusters Score -6100138 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6100198.500000 Penalty: 5400.354004
	Iteration 15Q: 3 clusters Score -6100198 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6100245.500000 Penalty: 5400.354004
	Iteration 16Q: 3 clusters Score -6100246 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6100260.000000 Penalty: 5400.354004
	Iteration 17Q: 3 clusters Score -6100260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6100283.000000 Penalty: 5400.354004
	Iteration 18Q: 3 clusters Score -6100283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6100302.500000 Penalty: 5400.354004
	Iteration 19Q: 3 clusters Score -6100302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6100314.000000 Penalty: 5400.354004
	Iteration 20F: 3 clusters Score -6100314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6100344.000000 Penalty: 5400.354004
	Iteration 21Q: 3 clusters Score -6100344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6100341.000000 Penalty: 5400.354004
	Iteration 22Q: 3 clusters Score -6100341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6100347.000000 Penalty: 5400.354004
	Iteration 23Q: 3 clusters Score -6100347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6100361.500000 Penalty: 5400.354004
	Iteration 24Q: 3 clusters Score -6100362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6100361.500000 Penalty: 5400.354004
	Iteration 25Q: 3 clusters Score -6100362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6100368.500000 Penalty: 5400.354004
	Iteration 26Q: 3 clusters Score -6100368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6100380.500000 Penalty: 5400.354004
	Iteration 27Q: 3 clusters Score -6100380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6100380.500000 Penalty: 5400.354004
	Iteration 28Q: 3 clusters Score -6100380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6100394.000000 Penalty: 5400.354004
	Iteration 29Q: 3 clusters Score -6100394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6100398.000000 Penalty: 5400.354004
	Iteration 30Q: 3 clusters Score -6100398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6100398.500000 Penalty: 5400.354004
	Iteration 31Q: 3 clusters Score -6100398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6100408.500000 Penalty: 5400.354004
	Iteration 32Q: 3 clusters Score -6100408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6100411.500000 Penalty: 5400.354004
	Iteration 33Q: 3 clusters Score -6100412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6100414.500000 Penalty: 5400.354004
	Iteration 34Q: 3 clusters Score -6100414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6100407.500000 Penalty: 5400.354004
	Iteration 35Q: 3 clusters Score -6100408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6100408.000000 Penalty: 5400.354004
	Iteration 36Q: 3 clusters Score -6100408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6100406.000000 Penalty: 5400.354004
	Iteration 37Q: 3 clusters Score -6100406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6100411.000000 Penalty: 5400.354004
	Iteration 38Q: 3 clusters Score -6100411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6100410.000000 Penalty: 5400.354004
	Iteration 39Q: 3 clusters Score -6100410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6100417.500000 Penalty: 5400.354004
	Iteration 40F: 3 clusters Score -6100418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6100419.000000 Penalty: 5400.354004
	Iteration 41Q: 3 clusters Score -6100419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6100419.000000 Penalty: 5400.354004
	Iteration 42F: 3 clusters Score -6100419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -92697.257812 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -92697.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -90870.523438 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -90870.52 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91109.132812 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -91109.13 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91180.992188 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -91180.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -91224.867188 Penalty: 3362.277344
	Iteration 3Q: 3 clusters Score -91224.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91261.968750 Penalty: 3362.277344
	Iteration 4Q: 3 clusters Score -91261.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91282.437500 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -91282.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91302.828125 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -91302.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -91316.250000 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -91316.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -91322.929688 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -91322.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -91342.531250 Penalty: 3362.277344
	Iteration 9Q: 3 clusters Score -91342.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -91356.468750 Penalty: 3362.277344
	Iteration 10Q: 3 clusters Score -91356.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -91369.914062 Penalty: 3362.277344
	Iteration 11Q: 3 clusters Score -91369.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -91376.843750 Penalty: 3362.277344
	Iteration 12Q: 3 clusters Score -91376.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -91378.078125 Penalty: 3362.277344
	Iteration 13Q: 3 clusters Score -91378.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91378.820312 Penalty: 3362.277344
	Iteration 14Q: 3 clusters Score -91378.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -91380.625000 Penalty: 3362.277344
	Iteration 15Q: 3 clusters Score -91380.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -91380.625000 Penalty: 3362.277344
	Iteration 16F: 3 clusters Score -91380.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -250348.750000 Penalty: 1924.384277
	Iteration 0F: 2 clusters Score -250348.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -247487.812500 Penalty: 3848.768555
	Iteration 0F: 3 clusters Score -247487.8 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -248042.343750 Penalty: 3848.768555
	Iteration 1F: 3 clusters Score -248042.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -248241.421875 Penalty: 3848.768555
	Iteration 2F: 3 clusters Score -248241.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -248400.109375 Penalty: 3848.768555
	Iteration 3F: 3 clusters Score -248400.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -248540.281250 Penalty: 3848.768555
	Iteration 4F: 3 clusters Score -248540.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -248631.562500 Penalty: 3848.768555
	Iteration 5Q: 3 clusters Score -248631.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -248718.234375 Penalty: 3848.768555
	Iteration 6Q: 3 clusters Score -248718.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -248795.078125 Penalty: 3848.768555
	Iteration 7Q: 3 clusters Score -248795.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -248856.843750 Penalty: 3848.768555
	Iteration 8Q: 3 clusters Score -248856.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -248913.937500 Penalty: 3848.768555
	Iteration 9Q: 3 clusters Score -248913.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -248955.625000 Penalty: 3848.768555
	Iteration 10Q: 3 clusters Score -248955.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -248990.406250 Penalty: 3848.768555
	Iteration 11Q: 3 clusters Score -248990.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -249029.109375 Penalty: 3848.768555
	Iteration 12Q: 3 clusters Score -249029.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -249061.359375 Penalty: 3848.768555
	Iteration 13Q: 3 clusters Score -249061.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -249092.625000 Penalty: 3848.768555
	Iteration 14Q: 3 clusters Score -249092.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -249125.468750 Penalty: 3848.768555
	Iteration 15Q: 3 clusters Score -249125.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -249151.500000 Penalty: 3848.768555
	Iteration 16Q: 3 clusters Score -249151.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -249173.578125 Penalty: 3848.768555
	Iteration 17Q: 3 clusters Score -249173.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -249195.046875 Penalty: 3848.768555
	Iteration 18Q: 3 clusters Score -249195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -249219.515625 Penalty: 3848.768555
	Iteration 19Q: 3 clusters Score -249219.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -249244.234375 Penalty: 3848.768555
	Iteration 20F: 3 clusters Score -249244.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -249268.406250 Penalty: 3848.768555
	Iteration 21Q: 3 clusters Score -249268.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -249288.281250 Penalty: 3848.768555
	Iteration 22Q: 3 clusters Score -249288.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -249301.406250 Penalty: 3848.768555
	Iteration 23Q: 3 clusters Score -249301.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -249310.296875 Penalty: 3848.768555
	Iteration 24Q: 3 clusters Score -249310.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -249321.468750 Penalty: 3848.768555
	Iteration 25Q: 3 clusters Score -249321.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -249329.421875 Penalty: 3848.768555
	Iteration 26Q: 3 clusters Score -249329.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -249333.468750 Penalty: 3848.768555
	Iteration 27Q: 3 clusters Score -249333.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -249338.015625 Penalty: 3848.768555
	Iteration 28Q: 3 clusters Score -249338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -249339.718750 Penalty: 3848.768555
	Iteration 29Q: 3 clusters Score -249339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -249340.656250 Penalty: 3848.768555
	Iteration 30Q: 3 clusters Score -249340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -249340.656250 Penalty: 3848.768555
	Iteration 31F: 3 clusters Score -249340.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Entering Unmasked Estep 
Score: -2304423.500000 Penalty: 2455.357178
	Iteration 0F: 2 clusters Score -2304424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2290388.500000 Penalty: 4910.714355
	Iteration 0F: 3 clusters Score -2290388 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2295046.250000 Penalty: 4910.714355
	Iteration 1F: 3 clusters Score -2295046 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2295564.250000 Penalty: 4910.714355
	Iteration 2F: 3 clusters Score -2295564 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2296109.750000 Penalty: 4910.714355
	Iteration 3F: 3 clusters Score -2296110 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2296731.250000 Penalty: 4910.714355
	Iteration 4F: 3 clusters Score -2296731 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2297409.750000 Penalty: 4910.714355
	Iteration 5F: 3 clusters Score -2297410 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2298187.500000 Penalty: 4910.714355
	Iteration 6F: 3 clusters Score -2298188 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2299046.000000 Penalty: 4910.714355
	Iteration 7F: 3 clusters Score -2299046 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2299897.250000 Penalty: 4910.714355
	Iteration 8F: 3 clusters Score -2299897 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2300639.750000 Penalty: 4910.714355
	Iteration 9Q: 3 clusters Score -2300640 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2301198.250000 Penalty: 4910.714355
	Iteration 10Q: 3 clusters Score -2301198 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2301586.750000 Penalty: 4910.714355
	Iteration 11Q: 3 clusters Score -2301587 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2301831.750000 Penalty: 4910.714355
	Iteration 12Q: 3 clusters Score -2301832 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2301984.750000 Penalty: 4910.714355
	Iteration 13Q: 3 clusters Score -2301985 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2302091.250000 Penalty: 4910.714355
	Iteration 14Q: 3 clusters Score -2302091 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2302162.500000 Penalty: 4910.714355
	Iteration 15Q: 3 clusters Score -2302162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2302199.750000 Penalty: 4910.714355
	Iteration 16Q: 3 clusters Score -2302200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2302227.000000 Penalty: 4910.714355
	Iteration 17Q: 3 clusters Score -2302227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2302237.250000 Penalty: 4910.714355
	Iteration 18Q: 3 clusters Score -2302237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2302249.250000 Penalty: 4910.714355
	Iteration 19Q: 3 clusters Score -2302249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2302253.000000 Penalty: 4910.714355
	Iteration 20F: 3 clusters Score -2302253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2302256.500000 Penalty: 4910.714355
	Iteration 21Q: 3 clusters Score -2302256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2302258.500000 Penalty: 4910.714355
	Iteration 22Q: 3 clusters Score -2302258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2302260.250000 Penalty: 4910.714355
	Iteration 23Q: 3 clusters Score -2302260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2302261.000000 Penalty: 4910.714355
	Iteration 24Q: 3 clusters Score -2302261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2302260.000000 Penalty: 4910.714355
	Iteration 25Q: 3 clusters Score -2302260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2302261.000000 Penalty: 4910.714355
	Iteration 26Q: 3 clusters Score -2302261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2302263.000000 Penalty: 4910.714355
	Iteration 27Q: 3 clusters Score -2302263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2302264.000000 Penalty: 4910.714355
	Iteration 28Q: 3 clusters Score -2302264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2302266.250000 Penalty: 4910.714355
	Iteration 29Q: 3 clusters Score -2302266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2302264.750000 Penalty: 4910.714355
	Iteration 30Q: 3 clusters Score -2302265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2302265.250000 Penalty: 4910.714355
	Iteration 31Q: 3 clusters Score -2302265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2302268.500000 Penalty: 4910.714355
	Iteration 32Q: 3 clusters Score -2302268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2302268.500000 Penalty: 4910.714355
	Iteration 33F: 3 clusters Score -2302268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 150328 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40594 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17820 members 
Mstep: Class 15 contains 258072 members 
Mstep: Class 16 contains 18421 members 
Mstep: Class 17 contains 43527 members 
Mstep: Class 18 contains 53520 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771856.000000 Penalty: 62942.238281
Iteration 279Q: 20 clusters Score -7.077186e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 150317 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40603 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17817 members 
Mstep: Class 15 contains 258071 members 
Mstep: Class 16 contains 18423 members 
Mstep: Class 17 contains 43525 members 
Mstep: Class 18 contains 53522 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771864.000000 Penalty: 62942.238281
Iteration 280F: 20 clusters Score -7.077186e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 150303 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40615 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17815 members 
Mstep: Class 15 contains 258066 members 
Mstep: Class 16 contains 18423 members 
Mstep: Class 17 contains 43524 members 
Mstep: Class 18 contains 53531 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771840.000000 Penalty: 62942.238281
Iteration 281Q: 20 clusters Score -7.077184e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 150277 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40635 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17816 members 
Mstep: Class 15 contains 258066 members 
Mstep: Class 16 contains 18419 members 
Mstep: Class 17 contains 43522 members 
Mstep: Class 18 contains 53536 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 19946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771792.000000 Penalty: 62942.238281
Iteration 282Q: 20 clusters Score -7.077179e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 150260 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40648 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17819 members 
Mstep: Class 15 contains 258056 members 
Mstep: Class 16 contains 18420 members 
Mstep: Class 17 contains 43519 members 
Mstep: Class 18 contains 53539 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 19949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771808.000000 Penalty: 62942.238281
Iteration 283Q: 20 clusters Score -7.077181e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 150244 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40665 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17819 members 
Mstep: Class 15 contains 258055 members 
Mstep: Class 16 contains 18420 members 
Mstep: Class 17 contains 43514 members 
Mstep: Class 18 contains 53538 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 21 contains 19948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771824.000000 Penalty: 62942.238281
Iteration 284Q: 20 clusters Score -7.077182e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 150219 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40677 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17821 members 
Mstep: Class 15 contains 258062 members 
Mstep: Class 16 contains 18423 members 
Mstep: Class 17 contains 43508 members 
Mstep: Class 18 contains 53539 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 2350 members 
Mstep: Class 21 contains 19947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771872.000000 Penalty: 62942.238281
Iteration 285Q: 20 clusters Score -7.077187e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 150206 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40683 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17823 members 
Mstep: Class 15 contains 258061 members 
Mstep: Class 16 contains 18426 members 
Mstep: Class 17 contains 43503 members 
Mstep: Class 18 contains 53542 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 2350 members 
Mstep: Class 21 contains 19948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771848.000000 Penalty: 62942.238281
Iteration 286Q: 20 clusters Score -7.077185e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 150194 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40692 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17824 members 
Mstep: Class 15 contains 258061 members 
Mstep: Class 16 contains 18430 members 
Mstep: Class 17 contains 43497 members 
Mstep: Class 18 contains 53545 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 2350 members 
Mstep: Class 21 contains 19948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771816.000000 Penalty: 62942.238281
Iteration 287Q: 20 clusters Score -7.077182e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 150186 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40705 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17824 members 
Mstep: Class 15 contains 258058 members 
Mstep: Class 16 contains 18431 members 
Mstep: Class 17 contains 43495 members 
Mstep: Class 18 contains 53545 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 19945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771832.000000 Penalty: 62942.238281
Iteration 288Q: 20 clusters Score -7.077183e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 150193 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40713 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17823 members 
Mstep: Class 15 contains 258050 members 
Mstep: Class 16 contains 18431 members 
Mstep: Class 17 contains 43493 members 
Mstep: Class 18 contains 53544 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 19941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771856.000000 Penalty: 62942.238281
Iteration 289Q: 20 clusters Score -7.077186e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 150185 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40722 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17824 members 
Mstep: Class 15 contains 258047 members 
Mstep: Class 16 contains 18431 members 
Mstep: Class 17 contains 43491 members 
Mstep: Class 18 contains 53547 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 19941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771904.000000 Penalty: 62942.238281
Iteration 290Q: 20 clusters Score -7.07719e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 150184 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40726 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 258042 members 
Mstep: Class 16 contains 18430 members 
Mstep: Class 17 contains 43490 members 
Mstep: Class 18 contains 53550 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 19940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771888.000000 Penalty: 62942.238281
Iteration 291Q: 20 clusters Score -7.077189e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 150179 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40731 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 258042 members 
Mstep: Class 16 contains 18431 members 
Mstep: Class 17 contains 43490 members 
Mstep: Class 18 contains 53554 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 19934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771848.000000 Penalty: 62942.238281
Iteration 292Q: 20 clusters Score -7.077185e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 150174 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40739 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 258044 members 
Mstep: Class 16 contains 18430 members 
Mstep: Class 17 contains 43489 members 
Mstep: Class 18 contains 53554 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 19931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771856.000000 Penalty: 62942.238281
Iteration 293Q: 20 clusters Score -7.077186e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 150176 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40746 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 258044 members 
Mstep: Class 16 contains 18429 members 
Mstep: Class 17 contains 43487 members 
Mstep: Class 18 contains 53555 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 19925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771832.000000 Penalty: 62942.238281
Iteration 294Q: 20 clusters Score -7.077183e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 150177 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40752 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 258038 members 
Mstep: Class 16 contains 18427 members 
Mstep: Class 17 contains 43486 members 
Mstep: Class 18 contains 53558 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771840.000000 Penalty: 62942.238281
Iteration 295Q: 20 clusters Score -7.077184e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 150173 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40755 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17825 members 
Mstep: Class 15 contains 258038 members 
Mstep: Class 16 contains 18427 members 
Mstep: Class 17 contains 43485 members 
Mstep: Class 18 contains 53560 members 
Mstep: Class 19 contains 883 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771800.000000 Penalty: 62942.238281
Iteration 296Q: 20 clusters Score -7.07718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 150170 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40756 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17825 members 
Mstep: Class 15 contains 258038 members 
Mstep: Class 16 contains 18428 members 
Mstep: Class 17 contains 43484 members 
Mstep: Class 18 contains 53561 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771824.000000 Penalty: 62942.238281
Iteration 297Q: 20 clusters Score -7.077182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 150167 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40757 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17825 members 
Mstep: Class 15 contains 258039 members 
Mstep: Class 16 contains 18431 members 
Mstep: Class 17 contains 43482 members 
Mstep: Class 18 contains 53562 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771808.000000 Penalty: 62942.238281
Iteration 298Q: 20 clusters Score -7.077181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 150159 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40760 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 258045 members 
Mstep: Class 16 contains 18434 members 
Mstep: Class 17 contains 43479 members 
Mstep: Class 18 contains 53563 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771808.000000 Penalty: 62942.238281
Iteration 299Q: 20 clusters Score -7.077181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 150158 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40763 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 258043 members 
Mstep: Class 16 contains 18438 members 
Mstep: Class 17 contains 43476 members 
Mstep: Class 18 contains 53563 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771808.000000 Penalty: 62942.238281
Iteration 300F: 20 clusters Score -7.077181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 150152 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40768 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 258041 members 
Mstep: Class 16 contains 18442 members 
Mstep: Class 17 contains 43475 members 
Mstep: Class 18 contains 53563 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771808.000000 Penalty: 62942.238281
Iteration 301Q: 20 clusters Score -7.077181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 150150 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40770 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 258037 members 
Mstep: Class 16 contains 18443 members 
Mstep: Class 17 contains 43475 members 
Mstep: Class 18 contains 53565 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771800.000000 Penalty: 62942.238281
Iteration 302Q: 20 clusters Score -7.07718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 150147 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40775 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 258036 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 43475 members 
Mstep: Class 18 contains 53565 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771816.000000 Penalty: 62942.238281
Iteration 303Q: 20 clusters Score -7.077182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 150145 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40779 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17827 members 
Mstep: Class 15 contains 258037 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 43475 members 
Mstep: Class 18 contains 53565 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771792.000000 Penalty: 62942.238281
Iteration 304Q: 20 clusters Score -7.077179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 150138 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40783 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17827 members 
Mstep: Class 15 contains 258040 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 43475 members 
Mstep: Class 18 contains 53565 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771768.000000 Penalty: 62942.238281
Iteration 305Q: 20 clusters Score -7.077177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 150135 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40785 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17827 members 
Mstep: Class 15 contains 258045 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 43473 members 
Mstep: Class 18 contains 53565 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771800.000000 Penalty: 62942.238281
Iteration 306Q: 20 clusters Score -7.07718e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 150138 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40785 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258045 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 43472 members 
Mstep: Class 18 contains 53565 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771768.000000 Penalty: 62942.238281
Iteration 307Q: 20 clusters Score -7.077177e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 150144 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40787 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17829 members 
Mstep: Class 15 contains 258039 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 43471 members 
Mstep: Class 18 contains 53565 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771768.000000 Penalty: 62942.238281
Iteration 308Q: 20 clusters Score -7.077177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 150147 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40790 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258039 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 43469 members 
Mstep: Class 18 contains 53565 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771776.000000 Penalty: 62942.238281
Iteration 309Q: 20 clusters Score -7.077178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 150152 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40789 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17827 members 
Mstep: Class 15 contains 258037 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 43467 members 
Mstep: Class 18 contains 53567 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771776.000000 Penalty: 62942.238281
Iteration 310Q: 20 clusters Score -7.077178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 150156 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40790 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 258032 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 43467 members 
Mstep: Class 18 contains 53568 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771800.000000 Penalty: 62942.238281
Iteration 311Q: 20 clusters Score -7.07718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 150158 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40793 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 258027 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 53570 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771784.000000 Penalty: 62942.238281
Iteration 312Q: 20 clusters Score -7.077178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 150154 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40793 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258028 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 53571 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771792.000000 Penalty: 62942.238281
Iteration 313Q: 20 clusters Score -7.077179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 150152 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40793 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17829 members 
Mstep: Class 15 contains 258028 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 53572 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771784.000000 Penalty: 62942.238281
Iteration 314Q: 20 clusters Score -7.077178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 150152 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40792 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258028 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 53574 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771776.000000 Penalty: 62942.238281
Iteration 315Q: 20 clusters Score -7.077178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 150152 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40792 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258026 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 53575 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771784.000000 Penalty: 62942.238281
Iteration 316Q: 20 clusters Score -7.077178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 150154 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40792 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258022 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 53577 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771744.000000 Penalty: 62942.238281
Iteration 317Q: 20 clusters Score -7.077174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 150155 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40791 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258022 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 53577 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771752.000000 Penalty: 62942.238281
Iteration 318Q: 20 clusters Score -7.077175e+07 nChanged 6
Entering ConstructFrom: 
Score: -70771752.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (16419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Entering Unmasked Estep 
Score: -1905639.125000 Penalty: 2407.136230
	Iteration 0F: 2 clusters Score -1905639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1893883.500000 Penalty: 4814.272461
	Iteration 0F: 3 clusters Score -1893884 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1897698.375000 Penalty: 4814.272461
	Iteration 1F: 3 clusters Score -1897698 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1898140.125000 Penalty: 4814.272461
	Iteration 2F: 3 clusters Score -1898140 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1898599.375000 Penalty: 4814.272461
	Iteration 3F: 3 clusters Score -1898599 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1899123.875000 Penalty: 4814.272461
	Iteration 4F: 3 clusters Score -1899124 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1899792.625000 Penalty: 4814.272461
	Iteration 5F: 3 clusters Score -1899793 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1900620.375000 Penalty: 4814.272461
	Iteration 6F: 3 clusters Score -1900620 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1901487.250000 Penalty: 4814.272461
	Iteration 7F: 3 clusters Score -1901487 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1902262.500000 Penalty: 4814.272461
	Iteration 8F: 3 clusters Score -1902262 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1902808.000000 Penalty: 4814.272461
	Iteration 9Q: 3 clusters Score -1902808 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1903150.750000 Penalty: 4814.272461
	Iteration 10Q: 3 clusters Score -1903151 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1903299.500000 Penalty: 4814.272461
	Iteration 11Q: 3 clusters Score -1903300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1903389.375000 Penalty: 4814.272461
	Iteration 12Q: 3 clusters Score -1903389 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1903447.875000 Penalty: 4814.272461
	Iteration 13Q: 3 clusters Score -1903448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1903480.000000 Penalty: 4814.272461
	Iteration 14Q: 3 clusters Score -1903480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1903501.250000 Penalty: 4814.272461
	Iteration 15Q: 3 clusters Score -1903501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1903514.000000 Penalty: 4814.272461
	Iteration 16Q: 3 clusters Score -1903514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1903524.125000 Penalty: 4814.272461
	Iteration 17Q: 3 clusters Score -1903524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1903532.375000 Penalty: 4814.272461
	Iteration 18Q: 3 clusters Score -1903532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1903533.375000 Penalty: 4814.272461
	Iteration 19Q: 3 clusters Score -1903533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1903538.625000 Penalty: 4814.272461
	Iteration 20F: 3 clusters Score -1903539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1903549.250000 Penalty: 4814.272461
	Iteration 21Q: 3 clusters Score -1903549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1903552.125000 Penalty: 4814.272461
	Iteration 22Q: 3 clusters Score -1903552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1903554.750000 Penalty: 4814.272461
	Iteration 23Q: 3 clusters Score -1903555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1903554.750000 Penalty: 4814.272461
	Iteration 24F: 3 clusters Score -1903555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (150155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150155 members 
Entering Unmasked Estep 
Score: -16997362.000000 Penalty: 2956.016846
	Iteration 0F: 2 clusters Score -1.699736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75098 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -16897696.000000 Penalty: 5912.033691
	Iteration 0F: 3 clusters Score -1.68977e+07 nChanged 71897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75239 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -16939178.000000 Penalty: 5912.033691
	Iteration 1F: 3 clusters Score -1.693918e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75772 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -16940326.000000 Penalty: 5912.033691
	Iteration 2Q: 3 clusters Score -1.694033e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -16941682.000000 Penalty: 5912.033691
	Iteration 3Q: 3 clusters Score -1.694168e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78540 members 
Mstep: Class 2 contains 71615 members 
Entering Unmasked Estep 
Score: -16943374.000000 Penalty: 5912.033691
	Iteration 4Q: 3 clusters Score -1.694337e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81163 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -16945572.000000 Penalty: 5912.033691
	Iteration 5Q: 3 clusters Score -1.694557e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84997 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -16948804.000000 Penalty: 5912.033691
	Iteration 6Q: 3 clusters Score -1.69488e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90311 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -16954046.000000 Penalty: 5912.033691
	Iteration 7F: 3 clusters Score -1.695405e+07 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -16961842.000000 Penalty: 5912.033691
	Iteration 8F: 3 clusters Score -1.696184e+07 nChanged 10843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104960 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -16971092.000000 Penalty: 5912.033691
	Iteration 9F: 3 clusters Score -1.697109e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111406 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -16979422.000000 Penalty: 5912.033691
	Iteration 10F: 3 clusters Score -1.697942e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115622 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -16984152.000000 Penalty: 5912.033691
	Iteration 11Q: 3 clusters Score -1.698415e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118594 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -16986326.000000 Penalty: 5912.033691
	Iteration 12Q: 3 clusters Score -1.698633e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121028 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -16987672.000000 Penalty: 5912.033691
	Iteration 13Q: 3 clusters Score -1.698767e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123145 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -16988504.000000 Penalty: 5912.033691
	Iteration 14Q: 3 clusters Score -1.69885e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125044 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -16989446.000000 Penalty: 5912.033691
	Iteration 15Q: 3 clusters Score -1.698945e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126798 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -16990130.000000 Penalty: 5912.033691
	Iteration 16Q: 3 clusters Score -1.699013e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128400 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -16990792.000000 Penalty: 5912.033691
	Iteration 17Q: 3 clusters Score -1.699079e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129864 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -16991428.000000 Penalty: 5912.033691
	Iteration 18Q: 3 clusters Score -1.699143e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131208 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -16991888.000000 Penalty: 5912.033691
	Iteration 19Q: 3 clusters Score -1.699189e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132420 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -16992446.000000 Penalty: 5912.033691
	Iteration 20F: 3 clusters Score -1.699245e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133572 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -16992892.000000 Penalty: 5912.033691
	Iteration 21Q: 3 clusters Score -1.699289e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134641 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -16993310.000000 Penalty: 5912.033691
	Iteration 22Q: 3 clusters Score -1.699331e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135628 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -16993612.000000 Penalty: 5912.033691
	Iteration 23Q: 3 clusters Score -1.699361e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136536 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -16993880.000000 Penalty: 5912.033691
	Iteration 24Q: 3 clusters Score -1.699388e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137359 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -16994196.000000 Penalty: 5912.033691
	Iteration 25Q: 3 clusters Score -1.69942e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138171 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -16994510.000000 Penalty: 5912.033691
	Iteration 26Q: 3 clusters Score -1.699451e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138968 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -16994784.000000 Penalty: 5912.033691
	Iteration 27Q: 3 clusters Score -1.699478e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139703 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -16994960.000000 Penalty: 5912.033691
	Iteration 28Q: 3 clusters Score -1.699496e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140402 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -16995198.000000 Penalty: 5912.033691
	Iteration 29Q: 3 clusters Score -1.69952e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141080 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -16995426.000000 Penalty: 5912.033691
	Iteration 30Q: 3 clusters Score -1.699543e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141666 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -16995592.000000 Penalty: 5912.033691
	Iteration 31Q: 3 clusters Score -1.699559e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142207 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -16995808.000000 Penalty: 5912.033691
	Iteration 32Q: 3 clusters Score -1.699581e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142696 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -16996044.000000 Penalty: 5912.033691
	Iteration 33Q: 3 clusters Score -1.699604e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143149 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -16996212.000000 Penalty: 5912.033691
	Iteration 34Q: 3 clusters Score -1.699621e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143565 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -16996350.000000 Penalty: 5912.033691
	Iteration 35Q: 3 clusters Score -1.699635e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143938 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -16996512.000000 Penalty: 5912.033691
	Iteration 36Q: 3 clusters Score -1.699651e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144302 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -16996650.000000 Penalty: 5912.033691
	Iteration 37Q: 3 clusters Score -1.699665e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144631 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -16996746.000000 Penalty: 5912.033691
	Iteration 38Q: 3 clusters Score -1.699675e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144913 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -16996802.000000 Penalty: 5912.033691
	Iteration 39Q: 3 clusters Score -1.69968e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145157 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -16996880.000000 Penalty: 5912.033691
	Iteration 40F: 3 clusters Score -1.699688e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145389 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -16996976.000000 Penalty: 5912.033691
	Iteration 41Q: 3 clusters Score -1.699698e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145590 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -16996990.000000 Penalty: 5912.033691
	Iteration 42Q: 3 clusters Score -1.699699e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145782 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -16997064.000000 Penalty: 5912.033691
	Iteration 43Q: 3 clusters Score -1.699706e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145959 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -16997120.000000 Penalty: 5912.033691
	Iteration 44Q: 3 clusters Score -1.699712e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146121 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -16997172.000000 Penalty: 5912.033691
	Iteration 45Q: 3 clusters Score -1.699717e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146256 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -16997212.000000 Penalty: 5912.033691
	Iteration 46Q: 3 clusters Score -1.699721e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146375 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -16997248.000000 Penalty: 5912.033691
	Iteration 47Q: 3 clusters Score -1.699725e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146482 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -16997274.000000 Penalty: 5912.033691
	Iteration 48Q: 3 clusters Score -1.699727e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146571 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -16997262.000000 Penalty: 5912.033691
	Iteration 49Q: 3 clusters Score -1.699726e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146646 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -16997274.000000 Penalty: 5912.033691
	Iteration 50Q: 3 clusters Score -1.699727e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146723 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -16997304.000000 Penalty: 5912.033691
	Iteration 51Q: 3 clusters Score -1.69973e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146788 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -16997338.000000 Penalty: 5912.033691
	Iteration 52Q: 3 clusters Score -1.699734e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146849 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -16997360.000000 Penalty: 5912.033691
	Iteration 53Q: 3 clusters Score -1.699736e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146901 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -16997396.000000 Penalty: 5912.033691
	Iteration 54Q: 3 clusters Score -1.69974e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146955 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -16997392.000000 Penalty: 5912.033691
	Iteration 55Q: 3 clusters Score -1.699739e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146991 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -16997388.000000 Penalty: 5912.033691
	Iteration 56Q: 3 clusters Score -1.699739e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147011 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -16997396.000000 Penalty: 5912.033691
	Iteration 57Q: 3 clusters Score -1.69974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147030 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -16997390.000000 Penalty: 5912.033691
	Iteration 58Q: 3 clusters Score -1.699739e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147054 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -16997412.000000 Penalty: 5912.033691
	Iteration 59Q: 3 clusters Score -1.699741e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147079 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -16997384.000000 Penalty: 5912.033691
	Iteration 60F: 3 clusters Score -1.699738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147106 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -16997382.000000 Penalty: 5912.033691
	Iteration 61Q: 3 clusters Score -1.699738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147127 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -16997388.000000 Penalty: 5912.033691
	Iteration 62Q: 3 clusters Score -1.699739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147139 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -16997396.000000 Penalty: 5912.033691
	Iteration 63Q: 3 clusters Score -1.69974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147149 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -16997396.000000 Penalty: 5912.033691
	Iteration 64Q: 3 clusters Score -1.69974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147163 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -16997394.000000 Penalty: 5912.033691
	Iteration 65Q: 3 clusters Score -1.699739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147168 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -16997398.000000 Penalty: 5912.033691
	Iteration 66Q: 3 clusters Score -1.69974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147173 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -16997390.000000 Penalty: 5912.033691
	Iteration 67Q: 3 clusters Score -1.699739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147178 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -16997384.000000 Penalty: 5912.033691
	Iteration 68Q: 3 clusters Score -1.699738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147183 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -16997388.000000 Penalty: 5912.033691
	Iteration 69Q: 3 clusters Score -1.699739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147190 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -16997400.000000 Penalty: 5912.033691
	Iteration 70Q: 3 clusters Score -1.69974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147196 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -16997412.000000 Penalty: 5912.033691
	Iteration 71Q: 3 clusters Score -1.699741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147198 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -16997414.000000 Penalty: 5912.033691
	Iteration 72Q: 3 clusters Score -1.699741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147204 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -16997422.000000 Penalty: 5912.033691
	Iteration 73Q: 3 clusters Score -1.699742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147213 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -16997430.000000 Penalty: 5912.033691
	Iteration 74Q: 3 clusters Score -1.699743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147217 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -16997420.000000 Penalty: 5912.033691
	Iteration 75Q: 3 clusters Score -1.699742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147216 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -16997422.000000 Penalty: 5912.033691
	Iteration 76Q: 3 clusters Score -1.699742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147220 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -16997430.000000 Penalty: 5912.033691
	Iteration 77Q: 3 clusters Score -1.699743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147223 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -16997440.000000 Penalty: 5912.033691
	Iteration 78Q: 3 clusters Score -1.699744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147224 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -16997442.000000 Penalty: 5912.033691
	Iteration 79Q: 3 clusters Score -1.699744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147228 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -16997434.000000 Penalty: 5912.033691
	Iteration 80F: 3 clusters Score -1.699743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147231 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -16997432.000000 Penalty: 5912.033691
	Iteration 81Q: 3 clusters Score -1.699743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147235 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -16997436.000000 Penalty: 5912.033691
	Iteration 82Q: 3 clusters Score -1.699744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147241 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -16997428.000000 Penalty: 5912.033691
	Iteration 83Q: 3 clusters Score -1.699743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147244 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -16997418.000000 Penalty: 5912.033691
	Iteration 84Q: 3 clusters Score -1.699742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147248 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -16997406.000000 Penalty: 5912.033691
	Iteration 85Q: 3 clusters Score -1.699741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147249 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -16997406.000000 Penalty: 5912.033691
	Iteration 86Q: 3 clusters Score -1.699741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147251 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -16997416.000000 Penalty: 5912.033691
	Iteration 87Q: 3 clusters Score -1.699742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147255 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -16997398.000000 Penalty: 5912.033691
	Iteration 88Q: 3 clusters Score -1.69974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147263 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -16997418.000000 Penalty: 5912.033691
	Iteration 89Q: 3 clusters Score -1.699742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147266 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -16997414.000000 Penalty: 5912.033691
	Iteration 90Q: 3 clusters Score -1.699741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147269 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -16997420.000000 Penalty: 5912.033691
	Iteration 91Q: 3 clusters Score -1.699742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147273 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -16997430.000000 Penalty: 5912.033691
	Iteration 92Q: 3 clusters Score -1.699743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147280 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -16997420.000000 Penalty: 5912.033691
	Iteration 93Q: 3 clusters Score -1.699742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147287 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -16997418.000000 Penalty: 5912.033691
	Iteration 94Q: 3 clusters Score -1.699742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147289 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -16997426.000000 Penalty: 5912.033691
	Iteration 95Q: 3 clusters Score -1.699743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147293 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -16997436.000000 Penalty: 5912.033691
	Iteration 96Q: 3 clusters Score -1.699744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147294 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -16997420.000000 Penalty: 5912.033691
	Iteration 97Q: 3 clusters Score -1.699742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147294 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -16997420.000000 Penalty: 5912.033691
	Iteration 98F: 3 clusters Score -1.699742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 147294 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40791 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258022 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 53578 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
Score: -70771488.000000 Penalty: 66254.992188
Splitting cluster 2 changes total score from -70771752.000000 to -70771488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Entering Unmasked Estep 
Score: -156722.015625 Penalty: 1798.685059
	Iteration 0F: 2 clusters Score -156722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -154511.296875 Penalty: 3597.370117
	Iteration 0F: 3 clusters Score -154511.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -154855.375000 Penalty: 3597.370117
	Iteration 1F: 3 clusters Score -154855.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -154936.078125 Penalty: 3597.370117
	Iteration 2F: 3 clusters Score -154936.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -154979.640625 Penalty: 3597.370117
	Iteration 3Q: 3 clusters Score -154979.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -155004.015625 Penalty: 3597.370117
	Iteration 4Q: 3 clusters Score -155004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -155032.671875 Penalty: 3597.370117
	Iteration 5Q: 3 clusters Score -155032.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155047.937500 Penalty: 3597.370117
	Iteration 6Q: 3 clusters Score -155047.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155059.390625 Penalty: 3597.370117
	Iteration 7Q: 3 clusters Score -155059.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155065.531250 Penalty: 3597.370117
	Iteration 8Q: 3 clusters Score -155065.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -155069.703125 Penalty: 3597.370117
	Iteration 9Q: 3 clusters Score -155069.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155076.187500 Penalty: 3597.370117
	Iteration 10Q: 3 clusters Score -155076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -155077.765625 Penalty: 3597.370117
	Iteration 11Q: 3 clusters Score -155077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -155079.812500 Penalty: 3597.370117
	Iteration 12Q: 3 clusters Score -155079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155081.062500 Penalty: 3597.370117
	Iteration 13Q: 3 clusters Score -155081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155081.062500 Penalty: 3597.370117
	Iteration 14F: 3 clusters Score -155081.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -121762.125000 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -121762.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -119712.523438 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -119712.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -120467.242188 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -120467.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -121019.585938 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -121019.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -121537.125000 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -121537.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -122163.179688 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -122163.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -122518.562500 Penalty: 3552.549072
	Iteration 5Q: 3 clusters Score -122518.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122629.421875 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -122629.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -122736.992188 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -122737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -122823.695312 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -122823.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -122871.046875 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -122871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -122912.687500 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -122912.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -122951.125000 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -122951.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -123019.640625 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -123019.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -123076.164062 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -123076.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -123142.296875 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -123142.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -123161.445312 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -123161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -123163.921875 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -123163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -123173.960938 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -123174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -123175.523438 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -123175.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -123179.648438 Penalty: 3552.549072
	Iteration 19F: 3 clusters Score -123179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -123184.562500 Penalty: 3552.549072
	Iteration 20F: 3 clusters Score -123184.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 150155 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 557 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40791 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 733 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258022 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 53578 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
Score: -70771672.000000 Penalty: 66254.992188
Splitting cluster 4 changes total score from -70771752.000000 to -70771672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -74080.796875 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -74080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72393.906250 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -72393.91 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72590.851562 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -72590.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72630.406250 Penalty: 3227.609619
	Iteration 2Q: 3 clusters Score -72630.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72642.507812 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -72642.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72665.523438 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -72665.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72683.421875 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -72683.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72689.421875 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -72689.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72691.507812 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -72691.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72692.929688 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -72692.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72695.335938 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -72695.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72697.531250 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -72697.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72697.531250 Penalty: 3227.609619
	Iteration 11F: 3 clusters Score -72697.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -100254.070312 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -100254.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -98299.070312 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -98299.07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -98686.023438 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -98686.02 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -98920.804688 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -98920.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99148.390625 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -99148.39 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99443.601562 Penalty: 3440.907715
	Iteration 4F: 3 clusters Score -99443.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99699.218750 Penalty: 3440.907715
	Iteration 5F: 3 clusters Score -99699.22 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99888.929688 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -99888.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -100023.359375 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -100023.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100190.945312 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -100190.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -100476.671875 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -100476.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -100613.875000 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -100613.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -100635.593750 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -100635.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -100650.445312 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -100650.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100658.031250 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -100658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100665.578125 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -100665.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -100677.648438 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -100677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -100690.710938 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -100690.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100702.281250 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -100702.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -100710.710938 Penalty: 3440.907715
	Iteration 18Q: 3 clusters Score -100710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -100725.281250 Penalty: 3440.907715
	Iteration 19Q: 3 clusters Score -100725.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -100756.453125 Penalty: 3440.907715
	Iteration 20F: 3 clusters Score -100756.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -100786.679688 Penalty: 3440.907715
	Iteration 21Q: 3 clusters Score -100786.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -100821.085938 Penalty: 3440.907715
	Iteration 22Q: 3 clusters Score -100821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -100862.789062 Penalty: 3440.907715
	Iteration 23Q: 3 clusters Score -100862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -100878.851562 Penalty: 3440.907715
	Iteration 24Q: 3 clusters Score -100878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -100885.031250 Penalty: 3440.907715
	Iteration 25Q: 3 clusters Score -100885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -100890.351562 Penalty: 3440.907715
	Iteration 26Q: 3 clusters Score -100890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -100893.671875 Penalty: 3440.907715
	Iteration 27Q: 3 clusters Score -100893.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -100893.671875 Penalty: 3440.907715
	Iteration 28F: 3 clusters Score -100893.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 150155 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 756 members 
Mstep: Class 7 contains 40791 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 274 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258022 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 53578 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
Score: -70770768.000000 Penalty: 66254.992188
Splitting cluster 6 changes total score from -70771752.000000 to -70770768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (40791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Entering Unmasked Estep 
Score: -4681081.000000 Penalty: 2632.821777
	Iteration 0F: 2 clusters Score -4681081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -4653593.500000 Penalty: 5265.643555
	Iteration 0F: 3 clusters Score -4653594 nChanged 18580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -4663913.500000 Penalty: 5265.643555
	Iteration 1F: 3 clusters Score -4663914 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -4664517.000000 Penalty: 5265.643555
	Iteration 2Q: 3 clusters Score -4664517 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4665429.500000 Penalty: 5265.643555
	Iteration 3Q: 3 clusters Score -4665430 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -4666740.500000 Penalty: 5265.643555
	Iteration 4F: 3 clusters Score -4666740 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -4668825.000000 Penalty: 5265.643555
	Iteration 5F: 3 clusters Score -4668825 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -4671648.000000 Penalty: 5265.643555
	Iteration 6F: 3 clusters Score -4671648 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -4674577.000000 Penalty: 5265.643555
	Iteration 7F: 3 clusters Score -4674577 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4676725.000000 Penalty: 5265.643555
	Iteration 8F: 3 clusters Score -4676725 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4677898.000000 Penalty: 5265.643555
	Iteration 9Q: 3 clusters Score -4677898 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4678459.000000 Penalty: 5265.643555
	Iteration 10Q: 3 clusters Score -4678459 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4678718.500000 Penalty: 5265.643555
	Iteration 11Q: 3 clusters Score -4678718 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4678857.000000 Penalty: 5265.643555
	Iteration 12Q: 3 clusters Score -4678857 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4678942.000000 Penalty: 5265.643555
	Iteration 13Q: 3 clusters Score -4678942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4678975.000000 Penalty: 5265.643555
	Iteration 14Q: 3 clusters Score -4678975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4679006.000000 Penalty: 5265.643555
	Iteration 15Q: 3 clusters Score -4679006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4679026.000000 Penalty: 5265.643555
	Iteration 16Q: 3 clusters Score -4679026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4679033.500000 Penalty: 5265.643555
	Iteration 17Q: 3 clusters Score -4679034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4679043.000000 Penalty: 5265.643555
	Iteration 18Q: 3 clusters Score -4679043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4679037.500000 Penalty: 5265.643555
	Iteration 19Q: 3 clusters Score -4679038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4679041.500000 Penalty: 5265.643555
	Iteration 20F: 3 clusters Score -4679042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4679043.500000 Penalty: 5265.643555
	Iteration 21Q: 3 clusters Score -4679044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4679045.000000 Penalty: 5265.643555
	Iteration 22Q: 3 clusters Score -4679045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4679045.500000 Penalty: 5265.643555
	Iteration 23Q: 3 clusters Score -4679046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4679046.000000 Penalty: 5265.643555
	Iteration 24Q: 3 clusters Score -4679046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4679050.000000 Penalty: 5265.643555
	Iteration 25Q: 3 clusters Score -4679050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4679049.000000 Penalty: 5265.643555
	Iteration 26Q: 3 clusters Score -4679049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4679050.000000 Penalty: 5265.643555
	Iteration 27Q: 3 clusters Score -4679050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4679058.500000 Penalty: 5265.643555
	Iteration 28Q: 3 clusters Score -4679058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4679057.500000 Penalty: 5265.643555
	Iteration 29Q: 3 clusters Score -4679058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4679058.500000 Penalty: 5265.643555
	Iteration 30Q: 3 clusters Score -4679058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4679065.000000 Penalty: 5265.643555
	Iteration 31Q: 3 clusters Score -4679065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4679061.000000 Penalty: 5265.643555
	Iteration 32Q: 3 clusters Score -4679061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4679064.500000 Penalty: 5265.643555
	Iteration 33Q: 3 clusters Score -4679064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4679062.500000 Penalty: 5265.643555
	Iteration 34Q: 3 clusters Score -4679062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4679062.500000 Penalty: 5265.643555
	Iteration 35F: 3 clusters Score -4679062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -100438.289062 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -100438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -98544.656250 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -98544.66 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98825.789062 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -98825.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -98902.523438 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -98902.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98947.453125 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -98947.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -99019.039062 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -99019.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99088.257812 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -99088.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99119.671875 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -99119.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99145.734375 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -99145.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99159.023438 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -99159.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99168.945312 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -99168.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -99172.796875 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -99172.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -99181.250000 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -99181.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -99191.617188 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -99191.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -99199.914062 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -99199.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99206.179688 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -99206.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -99211.398438 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -99211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -99219.867188 Penalty: 3377.283447
	Iteration 16Q: 3 clusters Score -99219.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -99223.515625 Penalty: 3377.283447
	Iteration 17Q: 3 clusters Score -99223.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -99230.273438 Penalty: 3377.283447
	Iteration 18Q: 3 clusters Score -99230.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -99232.335938 Penalty: 3377.283447
	Iteration 19Q: 3 clusters Score -99232.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -99237.375000 Penalty: 3377.283447
	Iteration 20F: 3 clusters Score -99237.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -99241.359375 Penalty: 3377.283447
	Iteration 21Q: 3 clusters Score -99241.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -99243.257812 Penalty: 3377.283447
	Iteration 22Q: 3 clusters Score -99243.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -99246.640625 Penalty: 3377.283447
	Iteration 23Q: 3 clusters Score -99246.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99247.781250 Penalty: 3377.283447
	Iteration 24Q: 3 clusters Score -99247.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99247.781250 Penalty: 3377.283447
	Iteration 25F: 3 clusters Score -99247.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -483035.062500 Penalty: 2081.798096
	Iteration 0F: 2 clusters Score -483035.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -478910.187500 Penalty: 4163.596191
	Iteration 0F: 3 clusters Score -478910.2 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -479905.375000 Penalty: 4163.596191
	Iteration 1F: 3 clusters Score -479905.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -480205.468750 Penalty: 4163.596191
	Iteration 2F: 3 clusters Score -480205.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -480475.781250 Penalty: 4163.596191
	Iteration 3F: 3 clusters Score -480475.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -480727.937500 Penalty: 4163.596191
	Iteration 4F: 3 clusters Score -480727.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -480942.593750 Penalty: 4163.596191
	Iteration 5F: 3 clusters Score -480942.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -481126.343750 Penalty: 4163.596191
	Iteration 6F: 3 clusters Score -481126.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -481244.093750 Penalty: 4163.596191
	Iteration 7Q: 3 clusters Score -481244.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -481343.843750 Penalty: 4163.596191
	Iteration 8Q: 3 clusters Score -481343.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -481407.750000 Penalty: 4163.596191
	Iteration 9Q: 3 clusters Score -481407.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -481463.500000 Penalty: 4163.596191
	Iteration 10Q: 3 clusters Score -481463.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -481509.187500 Penalty: 4163.596191
	Iteration 11Q: 3 clusters Score -481509.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -481557.656250 Penalty: 4163.596191
	Iteration 12Q: 3 clusters Score -481557.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -481588.718750 Penalty: 4163.596191
	Iteration 13Q: 3 clusters Score -481588.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -481606.875000 Penalty: 4163.596191
	Iteration 14Q: 3 clusters Score -481606.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -481618.000000 Penalty: 4163.596191
	Iteration 15Q: 3 clusters Score -481618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -481627.937500 Penalty: 4163.596191
	Iteration 16Q: 3 clusters Score -481627.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -481635.500000 Penalty: 4163.596191
	Iteration 17Q: 3 clusters Score -481635.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -481641.781250 Penalty: 4163.596191
	Iteration 18Q: 3 clusters Score -481641.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -481645.593750 Penalty: 4163.596191
	Iteration 19Q: 3 clusters Score -481645.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -481647.531250 Penalty: 4163.596191
	Iteration 20F: 3 clusters Score -481647.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -481650.593750 Penalty: 4163.596191
	Iteration 21Q: 3 clusters Score -481650.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -481652.343750 Penalty: 4163.596191
	Iteration 22Q: 3 clusters Score -481652.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -481654.281250 Penalty: 4163.596191
	Iteration 23Q: 3 clusters Score -481654.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -481655.437500 Penalty: 4163.596191
	Iteration 24Q: 3 clusters Score -481655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -481658.875000 Penalty: 4163.596191
	Iteration 25Q: 3 clusters Score -481658.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -481662.687500 Penalty: 4163.596191
	Iteration 26Q: 3 clusters Score -481662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -481663.875000 Penalty: 4163.596191
	Iteration 27Q: 3 clusters Score -481663.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -481667.312500 Penalty: 4163.596191
	Iteration 28Q: 3 clusters Score -481667.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -481674.687500 Penalty: 4163.596191
	Iteration 29Q: 3 clusters Score -481674.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -481678.718750 Penalty: 4163.596191
	Iteration 30Q: 3 clusters Score -481678.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -481680.375000 Penalty: 4163.596191
	Iteration 31Q: 3 clusters Score -481680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -481681.781250 Penalty: 4163.596191
	Iteration 32Q: 3 clusters Score -481681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -481682.031250 Penalty: 4163.596191
	Iteration 33Q: 3 clusters Score -481682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -481683.312500 Penalty: 4163.596191
	Iteration 34Q: 3 clusters Score -481683.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -481683.312500 Penalty: 4163.596191
	Iteration 35F: 3 clusters Score -481683.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -91927.914062 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -91927.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -90139.335938 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -90139.34 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90385.500000 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -90385.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90448.992188 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -90448.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90484.140625 Penalty: 3324.172363
	Iteration 3Q: 3 clusters Score -90484.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -90494.765625 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -90494.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90500.531250 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -90500.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90507.523438 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -90507.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -90514.382812 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -90514.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90521.609375 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -90521.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -90526.125000 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -90526.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -90529.312500 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -90529.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90530.015625 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -90530.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90530.015625 Penalty: 3324.172363
	Iteration 12F: 3 clusters Score -90530.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -37209.113281 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -37209.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35834.933594 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -35834.93 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35993.976562 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -35993.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36032.335938 Penalty: 2930.409180
	Iteration 2Q: 3 clusters Score -36032.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36050.273438 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -36050.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36061.328125 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -36061.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36064.121094 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -36064.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36067.105469 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -36067.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36072.835938 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -36072.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36075.378906 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -36075.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36086.093750 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -36086.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36088.535156 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -36088.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36089.644531 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -36089.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36089.644531 Penalty: 2930.409180
	Iteration 12F: 3 clusters Score -36089.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Entering Unmasked Estep 
Score: -2065719.625000 Penalty: 2427.554443
	Iteration 0F: 2 clusters Score -2065720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2053161.500000 Penalty: 4855.108887
	Iteration 0F: 3 clusters Score -2053162 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2057098.250000 Penalty: 4855.108887
	Iteration 1F: 3 clusters Score -2057098 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2057467.250000 Penalty: 4855.108887
	Iteration 2F: 3 clusters Score -2057467 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2057756.750000 Penalty: 4855.108887
	Iteration 3Q: 3 clusters Score -2057757 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2057979.125000 Penalty: 4855.108887
	Iteration 4Q: 3 clusters Score -2057979 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2058163.125000 Penalty: 4855.108887
	Iteration 5Q: 3 clusters Score -2058163 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2058356.625000 Penalty: 4855.108887
	Iteration 6Q: 3 clusters Score -2058357 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2058567.375000 Penalty: 4855.108887
	Iteration 7Q: 3 clusters Score -2058567 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2058791.125000 Penalty: 4855.108887
	Iteration 8Q: 3 clusters Score -2058791 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2059061.750000 Penalty: 4855.108887
	Iteration 9Q: 3 clusters Score -2059062 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2059423.000000 Penalty: 4855.108887
	Iteration 10Q: 3 clusters Score -2059423 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2059922.625000 Penalty: 4855.108887
	Iteration 11Q: 3 clusters Score -2059923 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2060476.625000 Penalty: 4855.108887
	Iteration 12F: 3 clusters Score -2060477 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2061082.125000 Penalty: 4855.108887
	Iteration 13F: 3 clusters Score -2061082 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2061658.500000 Penalty: 4855.108887
	Iteration 14Q: 3 clusters Score -2061658 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2062192.625000 Penalty: 4855.108887
	Iteration 15Q: 3 clusters Score -2062193 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2062565.875000 Penalty: 4855.108887
	Iteration 16Q: 3 clusters Score -2062566 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2062771.750000 Penalty: 4855.108887
	Iteration 17Q: 3 clusters Score -2062772 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2062910.125000 Penalty: 4855.108887
	Iteration 18Q: 3 clusters Score -2062910 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2063004.500000 Penalty: 4855.108887
	Iteration 19Q: 3 clusters Score -2063004 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2063071.375000 Penalty: 4855.108887
	Iteration 20F: 3 clusters Score -2063071 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2063143.625000 Penalty: 4855.108887
	Iteration 21Q: 3 clusters Score -2063144 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2063200.875000 Penalty: 4855.108887
	Iteration 22Q: 3 clusters Score -2063201 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2063249.250000 Penalty: 4855.108887
	Iteration 23Q: 3 clusters Score -2063249 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2063295.750000 Penalty: 4855.108887
	Iteration 24Q: 3 clusters Score -2063296 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2063325.375000 Penalty: 4855.108887
	Iteration 25Q: 3 clusters Score -2063325 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2063360.250000 Penalty: 4855.108887
	Iteration 26Q: 3 clusters Score -2063360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2063398.875000 Penalty: 4855.108887
	Iteration 27Q: 3 clusters Score -2063399 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2063431.500000 Penalty: 4855.108887
	Iteration 28Q: 3 clusters Score -2063432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2063468.875000 Penalty: 4855.108887
	Iteration 29Q: 3 clusters Score -2063469 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2063497.625000 Penalty: 4855.108887
	Iteration 30Q: 3 clusters Score -2063498 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2063529.500000 Penalty: 4855.108887
	Iteration 31Q: 3 clusters Score -2063530 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2063562.125000 Penalty: 4855.108887
	Iteration 32Q: 3 clusters Score -2063562 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2063595.250000 Penalty: 4855.108887
	Iteration 33Q: 3 clusters Score -2063595 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2063622.125000 Penalty: 4855.108887
	Iteration 34Q: 3 clusters Score -2063622 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2063656.500000 Penalty: 4855.108887
	Iteration 35Q: 3 clusters Score -2063656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2063671.250000 Penalty: 4855.108887
	Iteration 36Q: 3 clusters Score -2063671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2063688.750000 Penalty: 4855.108887
	Iteration 37Q: 3 clusters Score -2063689 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2063702.500000 Penalty: 4855.108887
	Iteration 38Q: 3 clusters Score -2063702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2063717.875000 Penalty: 4855.108887
	Iteration 39Q: 3 clusters Score -2063718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2063731.750000 Penalty: 4855.108887
	Iteration 40F: 3 clusters Score -2063732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2063742.125000 Penalty: 4855.108887
	Iteration 41Q: 3 clusters Score -2063742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2063753.125000 Penalty: 4855.108887
	Iteration 42Q: 3 clusters Score -2063753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2063761.500000 Penalty: 4855.108887
	Iteration 43Q: 3 clusters Score -2063762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2063770.750000 Penalty: 4855.108887
	Iteration 44Q: 3 clusters Score -2063771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2063774.750000 Penalty: 4855.108887
	Iteration 45Q: 3 clusters Score -2063775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2063785.625000 Penalty: 4855.108887
	Iteration 46Q: 3 clusters Score -2063786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2063793.125000 Penalty: 4855.108887
	Iteration 47Q: 3 clusters Score -2063793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2063801.375000 Penalty: 4855.108887
	Iteration 48Q: 3 clusters Score -2063801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2063811.000000 Penalty: 4855.108887
	Iteration 49Q: 3 clusters Score -2063811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2063821.750000 Penalty: 4855.108887
	Iteration 50Q: 3 clusters Score -2063822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2063834.750000 Penalty: 4855.108887
	Iteration 51Q: 3 clusters Score -2063835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2063839.125000 Penalty: 4855.108887
	Iteration 52Q: 3 clusters Score -2063839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2063842.500000 Penalty: 4855.108887
	Iteration 53Q: 3 clusters Score -2063842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2063852.625000 Penalty: 4855.108887
	Iteration 54Q: 3 clusters Score -2063853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2063856.500000 Penalty: 4855.108887
	Iteration 55Q: 3 clusters Score -2063856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2063857.125000 Penalty: 4855.108887
	Iteration 56Q: 3 clusters Score -2063857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2063865.125000 Penalty: 4855.108887
	Iteration 57Q: 3 clusters Score -2063865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2063867.750000 Penalty: 4855.108887
	Iteration 58Q: 3 clusters Score -2063868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2063869.125000 Penalty: 4855.108887
	Iteration 59Q: 3 clusters Score -2063869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2063865.250000 Penalty: 4855.108887
	Iteration 60F: 3 clusters Score -2063865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2063868.750000 Penalty: 4855.108887
	Iteration 61Q: 3 clusters Score -2063869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2063876.875000 Penalty: 4855.108887
	Iteration 62Q: 3 clusters Score -2063877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2063876.375000 Penalty: 4855.108887
	Iteration 63Q: 3 clusters Score -2063876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2063876.750000 Penalty: 4855.108887
	Iteration 64Q: 3 clusters Score -2063877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2063876.125000 Penalty: 4855.108887
	Iteration 65Q: 3 clusters Score -2063876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2063875.875000 Penalty: 4855.108887
	Iteration 66Q: 3 clusters Score -2063876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2063876.125000 Penalty: 4855.108887
	Iteration 67Q: 3 clusters Score -2063876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2063878.375000 Penalty: 4855.108887
	Iteration 68Q: 3 clusters Score -2063878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2063880.625000 Penalty: 4855.108887
	Iteration 69Q: 3 clusters Score -2063881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2063883.500000 Penalty: 4855.108887
	Iteration 70Q: 3 clusters Score -2063884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2063885.125000 Penalty: 4855.108887
	Iteration 71Q: 3 clusters Score -2063885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2063885.250000 Penalty: 4855.108887
	Iteration 72Q: 3 clusters Score -2063885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2063887.125000 Penalty: 4855.108887
	Iteration 73Q: 3 clusters Score -2063887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2063890.125000 Penalty: 4855.108887
	Iteration 74Q: 3 clusters Score -2063890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2063885.125000 Penalty: 4855.108887
	Iteration 75Q: 3 clusters Score -2063885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2063885.875000 Penalty: 4855.108887
	Iteration 76Q: 3 clusters Score -2063886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2063888.625000 Penalty: 4855.108887
	Iteration 77Q: 3 clusters Score -2063889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2063890.625000 Penalty: 4855.108887
	Iteration 78Q: 3 clusters Score -2063891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2063892.750000 Penalty: 4855.108887
	Iteration 79Q: 3 clusters Score -2063893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2063896.375000 Penalty: 4855.108887
	Iteration 80F: 3 clusters Score -2063896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2063898.625000 Penalty: 4855.108887
	Iteration 81Q: 3 clusters Score -2063899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2063898.625000 Penalty: 4855.108887
	Iteration 82F: 3 clusters Score -2063899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (258022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258022 members 
Entering Unmasked Estep 
Score: -29374536.000000 Penalty: 3090.278320
	Iteration 0F: 2 clusters Score -2.937454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128759 members 
Mstep: Class 2 contains 129263 members 
Entering Unmasked Estep 
Score: -29210320.000000 Penalty: 6180.556641
	Iteration 0F: 3 clusters Score -2.921032e+07 nChanged 124836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122925 members 
Mstep: Class 2 contains 135097 members 
Entering Unmasked Estep 
Score: -29283514.000000 Penalty: 6180.556641
	Iteration 1F: 3 clusters Score -2.928351e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Mstep: Class 2 contains 138763 members 
Entering Unmasked Estep 
Score: -29284934.000000 Penalty: 6180.556641
	Iteration 2Q: 3 clusters Score -2.928493e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113417 members 
Mstep: Class 2 contains 144605 members 
Entering Unmasked Estep 
Score: -29287054.000000 Penalty: 6180.556641
	Iteration 3Q: 3 clusters Score -2.928705e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Mstep: Class 2 contains 153452 members 
Entering Unmasked Estep 
Score: -29290960.000000 Penalty: 6180.556641
	Iteration 4Q: 3 clusters Score -2.929096e+07 nChanged 13844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91336 members 
Mstep: Class 2 contains 166686 members 
Entering Unmasked Estep 
Score: -29298358.000000 Penalty: 6180.556641
	Iteration 5F: 3 clusters Score -2.929836e+07 nChanged 18684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72882 members 
Mstep: Class 2 contains 185140 members 
Entering Unmasked Estep 
Score: -29311186.000000 Penalty: 6180.556641
	Iteration 6F: 3 clusters Score -2.931119e+07 nChanged 22689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 207783 members 
Entering Unmasked Estep 
Score: -29329954.000000 Penalty: 6180.556641
	Iteration 7F: 3 clusters Score -2.932995e+07 nChanged 21997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 229778 members 
Entering Unmasked Estep 
Score: -29349050.000000 Penalty: 6180.556641
	Iteration 8F: 3 clusters Score -2.934905e+07 nChanged 16153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 245931 members 
Entering Unmasked Estep 
Score: -29362504.000000 Penalty: 6180.556641
	Iteration 9F: 3 clusters Score -2.93625e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 254116 members 
Entering Unmasked Estep 
Score: -29368688.000000 Penalty: 6180.556641
	Iteration 10Q: 3 clusters Score -2.936869e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 256823 members 
Entering Unmasked Estep 
Score: -29370834.000000 Penalty: 6180.556641
	Iteration 11Q: 3 clusters Score -2.937083e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 257532 members 
Entering Unmasked Estep 
Score: -29371420.000000 Penalty: 6180.556641
	Iteration 12Q: 3 clusters Score -2.937142e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 257708 members 
Entering Unmasked Estep 
Score: -29371694.000000 Penalty: 6180.556641
	Iteration 13Q: 3 clusters Score -2.937169e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 257749 members 
Entering Unmasked Estep 
Score: -29371712.000000 Penalty: 6180.556641
	Iteration 14Q: 3 clusters Score -2.937171e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257769 members 
Entering Unmasked Estep 
Score: -29371758.000000 Penalty: 6180.556641
	Iteration 15Q: 3 clusters Score -2.937176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 257777 members 
Entering Unmasked Estep 
Score: -29371768.000000 Penalty: 6180.556641
	Iteration 16Q: 3 clusters Score -2.937177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 257783 members 
Entering Unmasked Estep 
Score: -29371794.000000 Penalty: 6180.556641
	Iteration 17Q: 3 clusters Score -2.937179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 257790 members 
Entering Unmasked Estep 
Score: -29371804.000000 Penalty: 6180.556641
	Iteration 18Q: 3 clusters Score -2.93718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 257796 members 
Entering Unmasked Estep 
Score: -29371806.000000 Penalty: 6180.556641
	Iteration 19Q: 3 clusters Score -2.937181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 257799 members 
Entering Unmasked Estep 
Score: -29371836.000000 Penalty: 6180.556641
	Iteration 20F: 3 clusters Score -2.937184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 257800 members 
Entering Unmasked Estep 
Score: -29371820.000000 Penalty: 6180.556641
	Iteration 21Q: 3 clusters Score -2.937182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 257801 members 
Entering Unmasked Estep 
Score: -29371814.000000 Penalty: 6180.556641
	Iteration 22Q: 3 clusters Score -2.937181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 257802 members 
Entering Unmasked Estep 
Score: -29371822.000000 Penalty: 6180.556641
	Iteration 23Q: 3 clusters Score -2.937182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 257805 members 
Entering Unmasked Estep 
Score: -29371810.000000 Penalty: 6180.556641
	Iteration 24Q: 3 clusters Score -2.937181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 257807 members 
Entering Unmasked Estep 
Score: -29371820.000000 Penalty: 6180.556641
	Iteration 25Q: 3 clusters Score -2.937182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 257810 members 
Entering Unmasked Estep 
Score: -29371812.000000 Penalty: 6180.556641
	Iteration 26Q: 3 clusters Score -2.937181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 257812 members 
Entering Unmasked Estep 
Score: -29371832.000000 Penalty: 6180.556641
	Iteration 27Q: 3 clusters Score -2.937183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 257811 members 
Entering Unmasked Estep 
Score: -29371824.000000 Penalty: 6180.556641
	Iteration 28Q: 3 clusters Score -2.937182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 257811 members 
Entering Unmasked Estep 
Score: -29371824.000000 Penalty: 6180.556641
	Iteration 29F: 3 clusters Score -2.937182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Entering Unmasked Estep 
Score: -2139485.750000 Penalty: 2435.978516
	Iteration 0F: 2 clusters Score -2139486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2126467.750000 Penalty: 4871.957031
	Iteration 0F: 3 clusters Score -2126468 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2130681.750000 Penalty: 4871.957031
	Iteration 1F: 3 clusters Score -2130682 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2131048.250000 Penalty: 4871.957031
	Iteration 2F: 3 clusters Score -2131048 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2131361.000000 Penalty: 4871.957031
	Iteration 3Q: 3 clusters Score -2131361 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2131637.000000 Penalty: 4871.957031
	Iteration 4Q: 3 clusters Score -2131637 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2131889.000000 Penalty: 4871.957031
	Iteration 5Q: 3 clusters Score -2131889 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2132157.250000 Penalty: 4871.957031
	Iteration 6Q: 3 clusters Score -2132157 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2132490.250000 Penalty: 4871.957031
	Iteration 7Q: 3 clusters Score -2132490 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2132868.500000 Penalty: 4871.957031
	Iteration 8Q: 3 clusters Score -2132868 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2133284.750000 Penalty: 4871.957031
	Iteration 9Q: 3 clusters Score -2133285 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2133724.500000 Penalty: 4871.957031
	Iteration 10Q: 3 clusters Score -2133724 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2134182.000000 Penalty: 4871.957031
	Iteration 11Q: 3 clusters Score -2134182 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2134668.500000 Penalty: 4871.957031
	Iteration 12Q: 3 clusters Score -2134668 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2135119.000000 Penalty: 4871.957031
	Iteration 13Q: 3 clusters Score -2135119 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2135489.250000 Penalty: 4871.957031
	Iteration 14Q: 3 clusters Score -2135489 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2135764.000000 Penalty: 4871.957031
	Iteration 15Q: 3 clusters Score -2135764 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2135986.750000 Penalty: 4871.957031
	Iteration 16Q: 3 clusters Score -2135987 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2136183.750000 Penalty: 4871.957031
	Iteration 17Q: 3 clusters Score -2136184 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2136353.750000 Penalty: 4871.957031
	Iteration 18Q: 3 clusters Score -2136354 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2136485.500000 Penalty: 4871.957031
	Iteration 19Q: 3 clusters Score -2136486 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2136614.250000 Penalty: 4871.957031
	Iteration 20F: 3 clusters Score -2136614 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2136733.500000 Penalty: 4871.957031
	Iteration 21Q: 3 clusters Score -2136734 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2136845.000000 Penalty: 4871.957031
	Iteration 22Q: 3 clusters Score -2136845 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2136944.000000 Penalty: 4871.957031
	Iteration 23Q: 3 clusters Score -2136944 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2137037.250000 Penalty: 4871.957031
	Iteration 24Q: 3 clusters Score -2137037 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2137100.750000 Penalty: 4871.957031
	Iteration 25Q: 3 clusters Score -2137101 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2137161.250000 Penalty: 4871.957031
	Iteration 26Q: 3 clusters Score -2137161 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2137203.750000 Penalty: 4871.957031
	Iteration 27Q: 3 clusters Score -2137204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2137235.750000 Penalty: 4871.957031
	Iteration 28Q: 3 clusters Score -2137236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2137262.250000 Penalty: 4871.957031
	Iteration 29Q: 3 clusters Score -2137262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2137281.500000 Penalty: 4871.957031
	Iteration 30Q: 3 clusters Score -2137282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2137299.500000 Penalty: 4871.957031
	Iteration 31Q: 3 clusters Score -2137300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2137313.500000 Penalty: 4871.957031
	Iteration 32Q: 3 clusters Score -2137314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2137328.250000 Penalty: 4871.957031
	Iteration 33Q: 3 clusters Score -2137328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2137337.750000 Penalty: 4871.957031
	Iteration 34Q: 3 clusters Score -2137338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2137347.250000 Penalty: 4871.957031
	Iteration 35Q: 3 clusters Score -2137347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2137351.750000 Penalty: 4871.957031
	Iteration 36Q: 3 clusters Score -2137352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2137357.000000 Penalty: 4871.957031
	Iteration 37Q: 3 clusters Score -2137357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2137363.000000 Penalty: 4871.957031
	Iteration 38Q: 3 clusters Score -2137363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2137371.750000 Penalty: 4871.957031
	Iteration 39Q: 3 clusters Score -2137372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2137379.750000 Penalty: 4871.957031
	Iteration 40F: 3 clusters Score -2137380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2137386.750000 Penalty: 4871.957031
	Iteration 41Q: 3 clusters Score -2137387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2137392.000000 Penalty: 4871.957031
	Iteration 42Q: 3 clusters Score -2137392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2137394.250000 Penalty: 4871.957031
	Iteration 43Q: 3 clusters Score -2137394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2137396.000000 Penalty: 4871.957031
	Iteration 44Q: 3 clusters Score -2137396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2137398.750000 Penalty: 4871.957031
	Iteration 45Q: 3 clusters Score -2137399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2137405.000000 Penalty: 4871.957031
	Iteration 46Q: 3 clusters Score -2137405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2137414.250000 Penalty: 4871.957031
	Iteration 47Q: 3 clusters Score -2137414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2137419.750000 Penalty: 4871.957031
	Iteration 48Q: 3 clusters Score -2137420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2137420.250000 Penalty: 4871.957031
	Iteration 49Q: 3 clusters Score -2137420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2137421.000000 Penalty: 4871.957031
	Iteration 50Q: 3 clusters Score -2137421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2137421.000000 Penalty: 4871.957031
	Iteration 51F: 3 clusters Score -2137421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Entering Unmasked Estep 
Score: -4857435.500000 Penalty: 2648.573975
	Iteration 0F: 2 clusters Score -4857436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -4828134.000000 Penalty: 5297.147949
	Iteration 0F: 3 clusters Score -4828134 nChanged 19939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -4839129.000000 Penalty: 5297.147949
	Iteration 1F: 3 clusters Score -4839129 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -4839726.000000 Penalty: 5297.147949
	Iteration 2Q: 3 clusters Score -4839726 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -4840329.000000 Penalty: 5297.147949
	Iteration 3Q: 3 clusters Score -4840329 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -4841036.000000 Penalty: 5297.147949
	Iteration 4Q: 3 clusters Score -4841036 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4841790.500000 Penalty: 5297.147949
	Iteration 5Q: 3 clusters Score -4841790 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -4842693.000000 Penalty: 5297.147949
	Iteration 6Q: 3 clusters Score -4842693 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4843670.500000 Penalty: 5297.147949
	Iteration 7Q: 3 clusters Score -4843670 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -4844748.500000 Penalty: 5297.147949
	Iteration 8Q: 3 clusters Score -4844748 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -4845799.000000 Penalty: 5297.147949
	Iteration 9F: 3 clusters Score -4845799 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -4846783.000000 Penalty: 5297.147949
	Iteration 10Q: 3 clusters Score -4846783 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -4847586.500000 Penalty: 5297.147949
	Iteration 11Q: 3 clusters Score -4847586 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -4848218.500000 Penalty: 5297.147949
	Iteration 12Q: 3 clusters Score -4848218 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -4848644.000000 Penalty: 5297.147949
	Iteration 13Q: 3 clusters Score -4848644 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -4848919.000000 Penalty: 5297.147949
	Iteration 14Q: 3 clusters Score -4848919 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -4849128.500000 Penalty: 5297.147949
	Iteration 15Q: 3 clusters Score -4849128 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -4849277.500000 Penalty: 5297.147949
	Iteration 16Q: 3 clusters Score -4849278 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -4849361.500000 Penalty: 5297.147949
	Iteration 17Q: 3 clusters Score -4849362 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -4849420.500000 Penalty: 5297.147949
	Iteration 18Q: 3 clusters Score -4849420 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -4849449.500000 Penalty: 5297.147949
	Iteration 19Q: 3 clusters Score -4849450 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -4849477.000000 Penalty: 5297.147949
	Iteration 20F: 3 clusters Score -4849477 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -4849485.500000 Penalty: 5297.147949
	Iteration 21Q: 3 clusters Score -4849486 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -4849493.500000 Penalty: 5297.147949
	Iteration 22Q: 3 clusters Score -4849494 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -4849505.000000 Penalty: 5297.147949
	Iteration 23Q: 3 clusters Score -4849505 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -4849516.500000 Penalty: 5297.147949
	Iteration 24Q: 3 clusters Score -4849516 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -4849530.000000 Penalty: 5297.147949
	Iteration 25Q: 3 clusters Score -4849530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -4849549.000000 Penalty: 5297.147949
	Iteration 26Q: 3 clusters Score -4849549 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -4849537.500000 Penalty: 5297.147949
	Iteration 27Q: 3 clusters Score -4849538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -4849548.500000 Penalty: 5297.147949
	Iteration 28Q: 3 clusters Score -4849548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -4849543.000000 Penalty: 5297.147949
	Iteration 29Q: 3 clusters Score -4849543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -4849546.500000 Penalty: 5297.147949
	Iteration 30Q: 3 clusters Score -4849546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -4849551.500000 Penalty: 5297.147949
	Iteration 31Q: 3 clusters Score -4849552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -4849551.000000 Penalty: 5297.147949
	Iteration 32Q: 3 clusters Score -4849551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -4849548.500000 Penalty: 5297.147949
	Iteration 33Q: 3 clusters Score -4849548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -4849553.500000 Penalty: 5297.147949
	Iteration 34Q: 3 clusters Score -4849554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -4849556.000000 Penalty: 5297.147949
	Iteration 35Q: 3 clusters Score -4849556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -4849552.500000 Penalty: 5297.147949
	Iteration 36Q: 3 clusters Score -4849552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -4849555.000000 Penalty: 5297.147949
	Iteration 37Q: 3 clusters Score -4849555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -4849555.500000 Penalty: 5297.147949
	Iteration 38Q: 3 clusters Score -4849556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -4849557.000000 Penalty: 5297.147949
	Iteration 39Q: 3 clusters Score -4849557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -4849557.000000 Penalty: 5297.147949
	Iteration 40F: 3 clusters Score -4849557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Entering Unmasked Estep 
Score: -6108937.000000 Penalty: 2700.445801
	Iteration 0F: 2 clusters Score -6108937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -6072980.500000 Penalty: 5400.891602
	Iteration 0F: 3 clusters Score -6072980 nChanged 24706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -6086610.000000 Penalty: 5400.891602
	Iteration 1F: 3 clusters Score -6086610 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -6087360.500000 Penalty: 5400.891602
	Iteration 2Q: 3 clusters Score -6087360 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -6088117.000000 Penalty: 5400.891602
	Iteration 3Q: 3 clusters Score -6088117 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -6088994.500000 Penalty: 5400.891602
	Iteration 4Q: 3 clusters Score -6088994 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -6090057.000000 Penalty: 5400.891602
	Iteration 5Q: 3 clusters Score -6090057 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -6091372.500000 Penalty: 5400.891602
	Iteration 6Q: 3 clusters Score -6091372 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -6092973.500000 Penalty: 5400.891602
	Iteration 7Q: 3 clusters Score -6092974 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -6094695.500000 Penalty: 5400.891602
	Iteration 8Q: 3 clusters Score -6094696 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -6096339.500000 Penalty: 5400.891602
	Iteration 9Q: 3 clusters Score -6096340 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -6098026.500000 Penalty: 5400.891602
	Iteration 10Q: 3 clusters Score -6098026 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -6099613.000000 Penalty: 5400.891602
	Iteration 11Q: 3 clusters Score -6099613 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -6101029.000000 Penalty: 5400.891602
	Iteration 12Q: 3 clusters Score -6101029 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -6102302.500000 Penalty: 5400.891602
	Iteration 13Q: 3 clusters Score -6102302 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -6103362.500000 Penalty: 5400.891602
	Iteration 14Q: 3 clusters Score -6103362 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -6104194.000000 Penalty: 5400.891602
	Iteration 15Q: 3 clusters Score -6104194 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -6104872.500000 Penalty: 5400.891602
	Iteration 16Q: 3 clusters Score -6104872 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -6105375.500000 Penalty: 5400.891602
	Iteration 17Q: 3 clusters Score -6105376 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6105735.500000 Penalty: 5400.891602
	Iteration 18Q: 3 clusters Score -6105736 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6106001.000000 Penalty: 5400.891602
	Iteration 19Q: 3 clusters Score -6106001 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6106163.000000 Penalty: 5400.891602
	Iteration 20F: 3 clusters Score -6106163 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6106277.500000 Penalty: 5400.891602
	Iteration 21Q: 3 clusters Score -6106278 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6106369.500000 Penalty: 5400.891602
	Iteration 22Q: 3 clusters Score -6106370 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6106432.000000 Penalty: 5400.891602
	Iteration 23Q: 3 clusters Score -6106432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6106480.000000 Penalty: 5400.891602
	Iteration 24Q: 3 clusters Score -6106480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6106512.500000 Penalty: 5400.891602
	Iteration 25Q: 3 clusters Score -6106512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6106531.500000 Penalty: 5400.891602
	Iteration 26Q: 3 clusters Score -6106532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6106558.500000 Penalty: 5400.891602
	Iteration 27Q: 3 clusters Score -6106558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6106583.500000 Penalty: 5400.891602
	Iteration 28Q: 3 clusters Score -6106584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6106591.000000 Penalty: 5400.891602
	Iteration 29Q: 3 clusters Score -6106591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6106611.500000 Penalty: 5400.891602
	Iteration 30Q: 3 clusters Score -6106612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6106615.500000 Penalty: 5400.891602
	Iteration 31Q: 3 clusters Score -6106616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6106619.500000 Penalty: 5400.891602
	Iteration 32Q: 3 clusters Score -6106620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6106624.500000 Penalty: 5400.891602
	Iteration 33Q: 3 clusters Score -6106624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6106632.500000 Penalty: 5400.891602
	Iteration 34Q: 3 clusters Score -6106632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6106633.000000 Penalty: 5400.891602
	Iteration 35Q: 3 clusters Score -6106633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6106635.000000 Penalty: 5400.891602
	Iteration 36Q: 3 clusters Score -6106635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6106644.500000 Penalty: 5400.891602
	Iteration 37Q: 3 clusters Score -6106644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6106644.000000 Penalty: 5400.891602
	Iteration 38Q: 3 clusters Score -6106644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6106651.000000 Penalty: 5400.891602
	Iteration 39Q: 3 clusters Score -6106651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6106651.500000 Penalty: 5400.891602
	Iteration 40F: 3 clusters Score -6106652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6106651.500000 Penalty: 5400.891602
	Iteration 41Q: 3 clusters Score -6106652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6106648.500000 Penalty: 5400.891602
	Iteration 42Q: 3 clusters Score -6106648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6106651.000000 Penalty: 5400.891602
	Iteration 43Q: 3 clusters Score -6106651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6106649.000000 Penalty: 5400.891602
	Iteration 44Q: 3 clusters Score -6106649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6106654.500000 Penalty: 5400.891602
	Iteration 45Q: 3 clusters Score -6106654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6106662.500000 Penalty: 5400.891602
	Iteration 46Q: 3 clusters Score -6106662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6106660.500000 Penalty: 5400.891602
	Iteration 47Q: 3 clusters Score -6106660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6106660.500000 Penalty: 5400.891602
	Iteration 48F: 3 clusters Score -6106660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -93224.273438 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -93224.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91382.578125 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -91382.58 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91669.585938 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -91669.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91764.617188 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -91764.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91847.234375 Penalty: 3365.090820
	Iteration 3Q: 3 clusters Score -91847.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91940.234375 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -91940.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -92007.804688 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -92007.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92064.687500 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -92064.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -92113.695312 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -92113.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92171.078125 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -92171.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92210.687500 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -92210.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -92232.335938 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -92232.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -92250.312500 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -92250.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92264.218750 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -92264.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92265.984375 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -92265.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92270.734375 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -92270.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92273.992188 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -92273.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92280.945312 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -92280.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92287.546875 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -92287.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92303.125000 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -92303.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92317.554688 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -92317.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -92330.226562 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -92330.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -92352.062500 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -92352.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92377.265625 Penalty: 3365.090820
	Iteration 22Q: 3 clusters Score -92377.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92391.656250 Penalty: 3365.090820
	Iteration 23Q: 3 clusters Score -92391.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92398.945312 Penalty: 3365.090820
	Iteration 24Q: 3 clusters Score -92398.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92401.648438 Penalty: 3365.090820
	Iteration 25Q: 3 clusters Score -92401.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92404.617188 Penalty: 3365.090820
	Iteration 26Q: 3 clusters Score -92404.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92404.617188 Penalty: 3365.090820
	Iteration 27F: 3 clusters Score -92404.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Entering Unmasked Estep 
Score: -251436.906250 Penalty: 1925.440063
	Iteration 0F: 2 clusters Score -251436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -248534.421875 Penalty: 3850.880127
	Iteration 0F: 3 clusters Score -248534.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -249124.718750 Penalty: 3850.880127
	Iteration 1F: 3 clusters Score -249124.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -249329.703125 Penalty: 3850.880127
	Iteration 2F: 3 clusters Score -249329.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -249479.640625 Penalty: 3850.880127
	Iteration 3F: 3 clusters Score -249479.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -249566.125000 Penalty: 3850.880127
	Iteration 4Q: 3 clusters Score -249566.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -249637.046875 Penalty: 3850.880127
	Iteration 5Q: 3 clusters Score -249637 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -249696.890625 Penalty: 3850.880127
	Iteration 6Q: 3 clusters Score -249696.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -249744.359375 Penalty: 3850.880127
	Iteration 7Q: 3 clusters Score -249744.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -249796.468750 Penalty: 3850.880127
	Iteration 8Q: 3 clusters Score -249796.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -249842.625000 Penalty: 3850.880127
	Iteration 9Q: 3 clusters Score -249842.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -249884.296875 Penalty: 3850.880127
	Iteration 10Q: 3 clusters Score -249884.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -249921.984375 Penalty: 3850.880127
	Iteration 11Q: 3 clusters Score -249922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -249964.390625 Penalty: 3850.880127
	Iteration 12Q: 3 clusters Score -249964.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -250001.656250 Penalty: 3850.880127
	Iteration 13Q: 3 clusters Score -250001.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -250028.593750 Penalty: 3850.880127
	Iteration 14Q: 3 clusters Score -250028.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -250051.359375 Penalty: 3850.880127
	Iteration 15Q: 3 clusters Score -250051.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -250065.578125 Penalty: 3850.880127
	Iteration 16Q: 3 clusters Score -250065.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -250083.156250 Penalty: 3850.880127
	Iteration 17Q: 3 clusters Score -250083.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -250092.093750 Penalty: 3850.880127
	Iteration 18Q: 3 clusters Score -250092.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -250100.640625 Penalty: 3850.880127
	Iteration 19Q: 3 clusters Score -250100.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -250115.609375 Penalty: 3850.880127
	Iteration 20F: 3 clusters Score -250115.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -250128.796875 Penalty: 3850.880127
	Iteration 21Q: 3 clusters Score -250128.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -250143.843750 Penalty: 3850.880127
	Iteration 22Q: 3 clusters Score -250143.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -250157.828125 Penalty: 3850.880127
	Iteration 23Q: 3 clusters Score -250157.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -250170.625000 Penalty: 3850.880127
	Iteration 24Q: 3 clusters Score -250170.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -250183.000000 Penalty: 3850.880127
	Iteration 25Q: 3 clusters Score -250183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -250194.421875 Penalty: 3850.880127
	Iteration 26Q: 3 clusters Score -250194.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -250208.656250 Penalty: 3850.880127
	Iteration 27Q: 3 clusters Score -250208.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -250225.781250 Penalty: 3850.880127
	Iteration 28Q: 3 clusters Score -250225.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -250249.703125 Penalty: 3850.880127
	Iteration 29Q: 3 clusters Score -250249.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -250267.640625 Penalty: 3850.880127
	Iteration 30Q: 3 clusters Score -250267.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -250286.890625 Penalty: 3850.880127
	Iteration 31Q: 3 clusters Score -250286.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -250312.156250 Penalty: 3850.880127
	Iteration 32Q: 3 clusters Score -250312.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -250342.359375 Penalty: 3850.880127
	Iteration 33Q: 3 clusters Score -250342.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -250372.812500 Penalty: 3850.880127
	Iteration 34Q: 3 clusters Score -250372.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -250401.890625 Penalty: 3850.880127
	Iteration 35Q: 3 clusters Score -250401.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -250425.859375 Penalty: 3850.880127
	Iteration 36Q: 3 clusters Score -250425.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -250452.796875 Penalty: 3850.880127
	Iteration 37Q: 3 clusters Score -250452.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -250467.843750 Penalty: 3850.880127
	Iteration 38Q: 3 clusters Score -250467.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -250492.546875 Penalty: 3850.880127
	Iteration 39Q: 3 clusters Score -250492.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -250530.218750 Penalty: 3850.880127
	Iteration 40F: 3 clusters Score -250530.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -250556.015625 Penalty: 3850.880127
	Iteration 41Q: 3 clusters Score -250556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -250573.578125 Penalty: 3850.880127
	Iteration 42Q: 3 clusters Score -250573.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -250586.062500 Penalty: 3850.880127
	Iteration 43Q: 3 clusters Score -250586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -250588.281250 Penalty: 3850.880127
	Iteration 44Q: 3 clusters Score -250588.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -250589.875000 Penalty: 3850.880127
	Iteration 45Q: 3 clusters Score -250589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -250590.890625 Penalty: 3850.880127
	Iteration 46Q: 3 clusters Score -250590.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -250595.125000 Penalty: 3850.880127
	Iteration 47Q: 3 clusters Score -250595.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -250598.343750 Penalty: 3850.880127
	Iteration 48Q: 3 clusters Score -250598.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -250600.406250 Penalty: 3850.880127
	Iteration 49Q: 3 clusters Score -250600.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -250606.468750 Penalty: 3850.880127
	Iteration 50Q: 3 clusters Score -250606.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -250608.187500 Penalty: 3850.880127
	Iteration 51Q: 3 clusters Score -250608.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -250610.046875 Penalty: 3850.880127
	Iteration 52Q: 3 clusters Score -250610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -250610.718750 Penalty: 3850.880127
	Iteration 53Q: 3 clusters Score -250610.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -250612.750000 Penalty: 3850.880127
	Iteration 54Q: 3 clusters Score -250612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -250613.421875 Penalty: 3850.880127
	Iteration 55Q: 3 clusters Score -250613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -250615.203125 Penalty: 3850.880127
	Iteration 56Q: 3 clusters Score -250615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -250616.187500 Penalty: 3850.880127
	Iteration 57Q: 3 clusters Score -250616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -250620.656250 Penalty: 3850.880127
	Iteration 58Q: 3 clusters Score -250620.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -250622.812500 Penalty: 3850.880127
	Iteration 59Q: 3 clusters Score -250622.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -250623.406250 Penalty: 3850.880127
	Iteration 60F: 3 clusters Score -250623.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -250624.968750 Penalty: 3850.880127
	Iteration 61Q: 3 clusters Score -250625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -250626.640625 Penalty: 3850.880127
	Iteration 62Q: 3 clusters Score -250626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -250627.718750 Penalty: 3850.880127
	Iteration 63Q: 3 clusters Score -250627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -250627.718750 Penalty: 3850.880127
	Iteration 64F: 3 clusters Score -250627.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Entering Unmasked Estep 
Score: -2299814.750000 Penalty: 2454.859131
	Iteration 0F: 2 clusters Score -2299815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2285817.500000 Penalty: 4909.718262
	Iteration 0F: 3 clusters Score -2285818 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2290370.250000 Penalty: 4909.718262
	Iteration 1F: 3 clusters Score -2290370 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2290761.000000 Penalty: 4909.718262
	Iteration 2F: 3 clusters Score -2290761 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2291104.250000 Penalty: 4909.718262
	Iteration 3Q: 3 clusters Score -2291104 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2291406.000000 Penalty: 4909.718262
	Iteration 4Q: 3 clusters Score -2291406 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2291738.000000 Penalty: 4909.718262
	Iteration 5Q: 3 clusters Score -2291738 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2292153.250000 Penalty: 4909.718262
	Iteration 6Q: 3 clusters Score -2292153 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2292649.500000 Penalty: 4909.718262
	Iteration 7Q: 3 clusters Score -2292650 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2293299.000000 Penalty: 4909.718262
	Iteration 8F: 3 clusters Score -2293299 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2294073.000000 Penalty: 4909.718262
	Iteration 9F: 3 clusters Score -2294073 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2294934.750000 Penalty: 4909.718262
	Iteration 10F: 3 clusters Score -2294935 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2295758.750000 Penalty: 4909.718262
	Iteration 11F: 3 clusters Score -2295759 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2296424.500000 Penalty: 4909.718262
	Iteration 12Q: 3 clusters Score -2296424 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2296893.000000 Penalty: 4909.718262
	Iteration 13Q: 3 clusters Score -2296893 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2297191.000000 Penalty: 4909.718262
	Iteration 14Q: 3 clusters Score -2297191 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2297382.000000 Penalty: 4909.718262
	Iteration 15Q: 3 clusters Score -2297382 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2297478.000000 Penalty: 4909.718262
	Iteration 16Q: 3 clusters Score -2297478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2297536.000000 Penalty: 4909.718262
	Iteration 17Q: 3 clusters Score -2297536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2297568.500000 Penalty: 4909.718262
	Iteration 18Q: 3 clusters Score -2297568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2297589.750000 Penalty: 4909.718262
	Iteration 19Q: 3 clusters Score -2297590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2297606.250000 Penalty: 4909.718262
	Iteration 20F: 3 clusters Score -2297606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2297619.750000 Penalty: 4909.718262
	Iteration 21Q: 3 clusters Score -2297620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2297624.250000 Penalty: 4909.718262
	Iteration 22Q: 3 clusters Score -2297624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2297628.000000 Penalty: 4909.718262
	Iteration 23Q: 3 clusters Score -2297628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2297632.000000 Penalty: 4909.718262
	Iteration 24Q: 3 clusters Score -2297632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2297633.750000 Penalty: 4909.718262
	Iteration 25Q: 3 clusters Score -2297634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2297636.750000 Penalty: 4909.718262
	Iteration 26Q: 3 clusters Score -2297637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2297644.250000 Penalty: 4909.718262
	Iteration 27Q: 3 clusters Score -2297644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2297654.500000 Penalty: 4909.718262
	Iteration 28Q: 3 clusters Score -2297654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2297663.000000 Penalty: 4909.718262
	Iteration 29Q: 3 clusters Score -2297663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2297668.500000 Penalty: 4909.718262
	Iteration 30Q: 3 clusters Score -2297668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2297671.500000 Penalty: 4909.718262
	Iteration 31Q: 3 clusters Score -2297672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2297671.500000 Penalty: 4909.718262
	Iteration 32F: 3 clusters Score -2297672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 150155 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40791 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258022 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 53578 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771736.000000 Penalty: 62942.238281
Iteration 319Q: 20 clusters Score -7.077174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 150157 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40791 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258020 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 53578 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771736.000000 Penalty: 62942.238281
Iteration 320F: 20 clusters Score -7.077174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 150159 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40791 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258019 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 43465 members 
Mstep: Class 18 contains 53578 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771776.000000 Penalty: 62942.238281
Iteration 321Q: 20 clusters Score -7.077178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 150161 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40791 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258017 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 43465 members 
Mstep: Class 18 contains 53578 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771760.000000 Penalty: 62942.238281
Iteration 322Q: 20 clusters Score -7.077176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 150161 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40791 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258017 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 43465 members 
Mstep: Class 18 contains 53578 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70771760.000000 Penalty: 62942.238281
Iteration 323F: 20 clusters Score -7.077176e+07 nChanged 0
Entering ConstructFrom: 
Score: -70771760.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (16419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Entering Unmasked Estep 
Score: -1905639.125000 Penalty: 2407.136230
	Iteration 0F: 2 clusters Score -1905639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1893905.500000 Penalty: 4814.272461
	Iteration 0F: 3 clusters Score -1893906 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1897666.250000 Penalty: 4814.272461
	Iteration 1F: 3 clusters Score -1897666 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1897941.500000 Penalty: 4814.272461
	Iteration 2F: 3 clusters Score -1897942 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1898147.250000 Penalty: 4814.272461
	Iteration 3Q: 3 clusters Score -1898147 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1898302.750000 Penalty: 4814.272461
	Iteration 4Q: 3 clusters Score -1898303 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1898449.750000 Penalty: 4814.272461
	Iteration 5Q: 3 clusters Score -1898450 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1898611.000000 Penalty: 4814.272461
	Iteration 6Q: 3 clusters Score -1898611 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1898788.250000 Penalty: 4814.272461
	Iteration 7Q: 3 clusters Score -1898788 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1899013.250000 Penalty: 4814.272461
	Iteration 8Q: 3 clusters Score -1899013 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1899330.875000 Penalty: 4814.272461
	Iteration 9Q: 3 clusters Score -1899331 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1899800.000000 Penalty: 4814.272461
	Iteration 10Q: 3 clusters Score -1899800 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1900414.750000 Penalty: 4814.272461
	Iteration 11F: 3 clusters Score -1900415 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1901124.000000 Penalty: 4814.272461
	Iteration 12F: 3 clusters Score -1901124 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1901907.750000 Penalty: 4814.272461
	Iteration 13F: 3 clusters Score -1901908 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1902553.750000 Penalty: 4814.272461
	Iteration 14Q: 3 clusters Score -1902554 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1902947.875000 Penalty: 4814.272461
	Iteration 15Q: 3 clusters Score -1902948 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1903166.125000 Penalty: 4814.272461
	Iteration 16Q: 3 clusters Score -1903166 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1903314.375000 Penalty: 4814.272461
	Iteration 17Q: 3 clusters Score -1903314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1903386.250000 Penalty: 4814.272461
	Iteration 18Q: 3 clusters Score -1903386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1903434.375000 Penalty: 4814.272461
	Iteration 19Q: 3 clusters Score -1903434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1903481.625000 Penalty: 4814.272461
	Iteration 20F: 3 clusters Score -1903482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1903512.375000 Penalty: 4814.272461
	Iteration 21Q: 3 clusters Score -1903512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1903527.750000 Penalty: 4814.272461
	Iteration 22Q: 3 clusters Score -1903528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1903535.500000 Penalty: 4814.272461
	Iteration 23Q: 3 clusters Score -1903536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1903535.500000 Penalty: 4814.272461
	Iteration 24F: 3 clusters Score -1903536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (150161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150161 members 
Entering Unmasked Estep 
Score: -16998056.000000 Penalty: 2956.026855
	Iteration 0F: 2 clusters Score -1.699806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 75334 members 
Entering Unmasked Estep 
Score: -16898284.000000 Penalty: 5912.053711
	Iteration 0F: 3 clusters Score -1.689828e+07 nChanged 71905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 77785 members 
Entering Unmasked Estep 
Score: -16939628.000000 Penalty: 5912.053711
	Iteration 1F: 3 clusters Score -1.693963e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -16940870.000000 Penalty: 5912.053711
	Iteration 2Q: 3 clusters Score -1.694087e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 81058 members 
Entering Unmasked Estep 
Score: -16942484.000000 Penalty: 5912.053711
	Iteration 3Q: 3 clusters Score -1.694248e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -16944880.000000 Penalty: 5912.053711
	Iteration 4Q: 3 clusters Score -1.694488e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -16948502.000000 Penalty: 5912.053711
	Iteration 5Q: 3 clusters Score -1.69485e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 93555 members 
Entering Unmasked Estep 
Score: -16953250.000000 Penalty: 5912.053711
	Iteration 6F: 3 clusters Score -1.695325e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 100419 members 
Entering Unmasked Estep 
Score: -16959208.000000 Penalty: 5912.053711
	Iteration 7F: 3 clusters Score -1.695921e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 108309 members 
Entering Unmasked Estep 
Score: -16965694.000000 Penalty: 5912.053711
	Iteration 8F: 3 clusters Score -1.696569e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -16972684.000000 Penalty: 5912.053711
	Iteration 9F: 3 clusters Score -1.697268e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 124706 members 
Entering Unmasked Estep 
Score: -16978896.000000 Penalty: 5912.053711
	Iteration 10F: 3 clusters Score -1.69789e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 131556 members 
Entering Unmasked Estep 
Score: -16983966.000000 Penalty: 5912.053711
	Iteration 11Q: 3 clusters Score -1.698397e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 137044 members 
Entering Unmasked Estep 
Score: -16987736.000000 Penalty: 5912.053711
	Iteration 12Q: 3 clusters Score -1.698774e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 141088 members 
Entering Unmasked Estep 
Score: -16990460.000000 Penalty: 5912.053711
	Iteration 13Q: 3 clusters Score -1.699046e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 143942 members 
Entering Unmasked Estep 
Score: -16992376.000000 Penalty: 5912.053711
	Iteration 14Q: 3 clusters Score -1.699238e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 145827 members 
Entering Unmasked Estep 
Score: -16993596.000000 Penalty: 5912.053711
	Iteration 15Q: 3 clusters Score -1.69936e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 147010 members 
Entering Unmasked Estep 
Score: -16994372.000000 Penalty: 5912.053711
	Iteration 16Q: 3 clusters Score -1.699437e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 147722 members 
Entering Unmasked Estep 
Score: -16994792.000000 Penalty: 5912.053711
	Iteration 17Q: 3 clusters Score -1.699479e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 148141 members 
Entering Unmasked Estep 
Score: -16995090.000000 Penalty: 5912.053711
	Iteration 18Q: 3 clusters Score -1.699509e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 148431 members 
Entering Unmasked Estep 
Score: -16995310.000000 Penalty: 5912.053711
	Iteration 19Q: 3 clusters Score -1.699531e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 148614 members 
Entering Unmasked Estep 
Score: -16995426.000000 Penalty: 5912.053711
	Iteration 20F: 3 clusters Score -1.699543e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 148734 members 
Entering Unmasked Estep 
Score: -16995490.000000 Penalty: 5912.053711
	Iteration 21Q: 3 clusters Score -1.699549e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 148823 members 
Entering Unmasked Estep 
Score: -16995526.000000 Penalty: 5912.053711
	Iteration 22Q: 3 clusters Score -1.699553e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 148891 members 
Entering Unmasked Estep 
Score: -16995556.000000 Penalty: 5912.053711
	Iteration 23Q: 3 clusters Score -1.699556e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 148937 members 
Entering Unmasked Estep 
Score: -16995576.000000 Penalty: 5912.053711
	Iteration 24Q: 3 clusters Score -1.699558e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 148954 members 
Entering Unmasked Estep 
Score: -16995596.000000 Penalty: 5912.053711
	Iteration 25Q: 3 clusters Score -1.69956e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 148972 members 
Entering Unmasked Estep 
Score: -16995618.000000 Penalty: 5912.053711
	Iteration 26Q: 3 clusters Score -1.699562e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 148989 members 
Entering Unmasked Estep 
Score: -16995614.000000 Penalty: 5912.053711
	Iteration 27Q: 3 clusters Score -1.699561e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 148995 members 
Entering Unmasked Estep 
Score: -16995610.000000 Penalty: 5912.053711
	Iteration 28Q: 3 clusters Score -1.699561e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 149002 members 
Entering Unmasked Estep 
Score: -16995618.000000 Penalty: 5912.053711
	Iteration 29Q: 3 clusters Score -1.699562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 149009 members 
Entering Unmasked Estep 
Score: -16995628.000000 Penalty: 5912.053711
	Iteration 30Q: 3 clusters Score -1.699563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 149021 members 
Entering Unmasked Estep 
Score: -16995636.000000 Penalty: 5912.053711
	Iteration 31Q: 3 clusters Score -1.699564e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 149036 members 
Entering Unmasked Estep 
Score: -16995628.000000 Penalty: 5912.053711
	Iteration 32Q: 3 clusters Score -1.699563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 149043 members 
Entering Unmasked Estep 
Score: -16995646.000000 Penalty: 5912.053711
	Iteration 33Q: 3 clusters Score -1.699565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 149048 members 
Entering Unmasked Estep 
Score: -16995654.000000 Penalty: 5912.053711
	Iteration 34Q: 3 clusters Score -1.699565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 149053 members 
Entering Unmasked Estep 
Score: -16995644.000000 Penalty: 5912.053711
	Iteration 35Q: 3 clusters Score -1.699564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 149057 members 
Entering Unmasked Estep 
Score: -16995652.000000 Penalty: 5912.053711
	Iteration 36Q: 3 clusters Score -1.699565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 149060 members 
Entering Unmasked Estep 
Score: -16995658.000000 Penalty: 5912.053711
	Iteration 37Q: 3 clusters Score -1.699566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 149064 members 
Entering Unmasked Estep 
Score: -16995664.000000 Penalty: 5912.053711
	Iteration 38Q: 3 clusters Score -1.699566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 149068 members 
Entering Unmasked Estep 
Score: -16995674.000000 Penalty: 5912.053711
	Iteration 39Q: 3 clusters Score -1.699567e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 149074 members 
Entering Unmasked Estep 
Score: -16995678.000000 Penalty: 5912.053711
	Iteration 40F: 3 clusters Score -1.699568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 149080 members 
Entering Unmasked Estep 
Score: -16995688.000000 Penalty: 5912.053711
	Iteration 41Q: 3 clusters Score -1.699569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 149086 members 
Entering Unmasked Estep 
Score: -16995696.000000 Penalty: 5912.053711
	Iteration 42Q: 3 clusters Score -1.69957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 149088 members 
Entering Unmasked Estep 
Score: -16995710.000000 Penalty: 5912.053711
	Iteration 43Q: 3 clusters Score -1.699571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 149090 members 
Entering Unmasked Estep 
Score: -16995706.000000 Penalty: 5912.053711
	Iteration 44Q: 3 clusters Score -1.699571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 149095 members 
Entering Unmasked Estep 
Score: -16995708.000000 Penalty: 5912.053711
	Iteration 45Q: 3 clusters Score -1.699571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 149096 members 
Entering Unmasked Estep 
Score: -16995710.000000 Penalty: 5912.053711
	Iteration 46Q: 3 clusters Score -1.699571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 149094 members 
Entering Unmasked Estep 
Score: -16995700.000000 Penalty: 5912.053711
	Iteration 47Q: 3 clusters Score -1.69957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 149099 members 
Entering Unmasked Estep 
Score: -16995706.000000 Penalty: 5912.053711
	Iteration 48Q: 3 clusters Score -1.699571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 149101 members 
Entering Unmasked Estep 
Score: -16995708.000000 Penalty: 5912.053711
	Iteration 49Q: 3 clusters Score -1.699571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 149102 members 
Entering Unmasked Estep 
Score: -16995710.000000 Penalty: 5912.053711
	Iteration 50Q: 3 clusters Score -1.699571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 149102 members 
Entering Unmasked Estep 
Score: -16995710.000000 Penalty: 5912.053711
	Iteration 51F: 3 clusters Score -1.699571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Entering Unmasked Estep 
Score: -156722.015625 Penalty: 1798.685059
	Iteration 0F: 2 clusters Score -156722 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 690 members 
Entering Unmasked Estep 
Score: -154483.140625 Penalty: 3597.370117
	Iteration 0F: 3 clusters Score -154483.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -154802.265625 Penalty: 3597.370117
	Iteration 1F: 3 clusters Score -154802.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -154882.921875 Penalty: 3597.370117
	Iteration 2F: 3 clusters Score -154882.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -154926.125000 Penalty: 3597.370117
	Iteration 3Q: 3 clusters Score -154926.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -154948.890625 Penalty: 3597.370117
	Iteration 4Q: 3 clusters Score -154948.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -154969.406250 Penalty: 3597.370117
	Iteration 5Q: 3 clusters Score -154969.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -154984.000000 Penalty: 3597.370117
	Iteration 6Q: 3 clusters Score -154984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155001.312500 Penalty: 3597.370117
	Iteration 7Q: 3 clusters Score -155001.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -155011.187500 Penalty: 3597.370117
	Iteration 8Q: 3 clusters Score -155011.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -155026.109375 Penalty: 3597.370117
	Iteration 9Q: 3 clusters Score -155026.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -155038.281250 Penalty: 3597.370117
	Iteration 10Q: 3 clusters Score -155038.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -155051.421875 Penalty: 3597.370117
	Iteration 11Q: 3 clusters Score -155051.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -155062.046875 Penalty: 3597.370117
	Iteration 12Q: 3 clusters Score -155062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -155066.203125 Penalty: 3597.370117
	Iteration 13Q: 3 clusters Score -155066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -155070.406250 Penalty: 3597.370117
	Iteration 14Q: 3 clusters Score -155070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -155073.000000 Penalty: 3597.370117
	Iteration 15Q: 3 clusters Score -155073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -155080.000000 Penalty: 3597.370117
	Iteration 16Q: 3 clusters Score -155080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -155086.312500 Penalty: 3597.370117
	Iteration 17Q: 3 clusters Score -155086.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -155090.484375 Penalty: 3597.370117
	Iteration 18Q: 3 clusters Score -155090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -155095.390625 Penalty: 3597.370117
	Iteration 19Q: 3 clusters Score -155095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -155098.984375 Penalty: 3597.370117
	Iteration 20F: 3 clusters Score -155099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -155105.875000 Penalty: 3597.370117
	Iteration 21Q: 3 clusters Score -155105.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155114.406250 Penalty: 3597.370117
	Iteration 22Q: 3 clusters Score -155114.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -155123.343750 Penalty: 3597.370117
	Iteration 23Q: 3 clusters Score -155123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -155133.875000 Penalty: 3597.370117
	Iteration 24Q: 3 clusters Score -155133.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -155139.562500 Penalty: 3597.370117
	Iteration 25Q: 3 clusters Score -155139.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -155145.234375 Penalty: 3597.370117
	Iteration 26Q: 3 clusters Score -155145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -155146.484375 Penalty: 3597.370117
	Iteration 27Q: 3 clusters Score -155146.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -155148.421875 Penalty: 3597.370117
	Iteration 28Q: 3 clusters Score -155148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -155150.375000 Penalty: 3597.370117
	Iteration 29Q: 3 clusters Score -155150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -155150.796875 Penalty: 3597.370117
	Iteration 30Q: 3 clusters Score -155150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -155151.890625 Penalty: 3597.370117
	Iteration 31Q: 3 clusters Score -155151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -155158.093750 Penalty: 3597.370117
	Iteration 32Q: 3 clusters Score -155158.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -155161.187500 Penalty: 3597.370117
	Iteration 33Q: 3 clusters Score -155161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -155162.453125 Penalty: 3597.370117
	Iteration 34Q: 3 clusters Score -155162.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -155166.750000 Penalty: 3597.370117
	Iteration 35Q: 3 clusters Score -155166.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -155170.000000 Penalty: 3597.370117
	Iteration 36Q: 3 clusters Score -155170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -155171.218750 Penalty: 3597.370117
	Iteration 37Q: 3 clusters Score -155171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -155176.484375 Penalty: 3597.370117
	Iteration 38Q: 3 clusters Score -155176.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -155180.484375 Penalty: 3597.370117
	Iteration 39Q: 3 clusters Score -155180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -155183.984375 Penalty: 3597.370117
	Iteration 40F: 3 clusters Score -155184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -155188.343750 Penalty: 3597.370117
	Iteration 41Q: 3 clusters Score -155188.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -155196.218750 Penalty: 3597.370117
	Iteration 42Q: 3 clusters Score -155196.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -155202.671875 Penalty: 3597.370117
	Iteration 43Q: 3 clusters Score -155202.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -155209.781250 Penalty: 3597.370117
	Iteration 44Q: 3 clusters Score -155209.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -155220.187500 Penalty: 3597.370117
	Iteration 45Q: 3 clusters Score -155220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -155234.156250 Penalty: 3597.370117
	Iteration 46Q: 3 clusters Score -155234.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -155252.671875 Penalty: 3597.370117
	Iteration 47Q: 3 clusters Score -155252.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -155267.015625 Penalty: 3597.370117
	Iteration 48Q: 3 clusters Score -155267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -155282.937500 Penalty: 3597.370117
	Iteration 49Q: 3 clusters Score -155282.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -155294.312500 Penalty: 3597.370117
	Iteration 50Q: 3 clusters Score -155294.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -155303.187500 Penalty: 3597.370117
	Iteration 51Q: 3 clusters Score -155303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -155315.671875 Penalty: 3597.370117
	Iteration 52Q: 3 clusters Score -155315.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -155323.578125 Penalty: 3597.370117
	Iteration 53Q: 3 clusters Score -155323.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -155329.171875 Penalty: 3597.370117
	Iteration 54Q: 3 clusters Score -155329.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -155337.734375 Penalty: 3597.370117
	Iteration 55Q: 3 clusters Score -155337.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -155345.421875 Penalty: 3597.370117
	Iteration 56Q: 3 clusters Score -155345.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -155354.031250 Penalty: 3597.370117
	Iteration 57Q: 3 clusters Score -155354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -155357.984375 Penalty: 3597.370117
	Iteration 58Q: 3 clusters Score -155358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -155363.062500 Penalty: 3597.370117
	Iteration 59Q: 3 clusters Score -155363.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -155366.593750 Penalty: 3597.370117
	Iteration 60F: 3 clusters Score -155366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -155369.671875 Penalty: 3597.370117
	Iteration 61Q: 3 clusters Score -155369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -155370.031250 Penalty: 3597.370117
	Iteration 62Q: 3 clusters Score -155370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -155370.750000 Penalty: 3597.370117
	Iteration 63Q: 3 clusters Score -155370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -155370.750000 Penalty: 3597.370117
	Iteration 64F: 3 clusters Score -155370.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -121762.125000 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -121762.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -119749.273438 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -119749.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -120749.492188 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -120749.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -121384.945312 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -121384.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -121759.953125 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -121760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -122036.375000 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -122036.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -122362.570312 Penalty: 3552.549072
	Iteration 5F: 3 clusters Score -122362.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -122552.992188 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -122553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -122760.171875 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -122760.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -122906.890625 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -122906.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -122978.562500 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -122978.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -123068.242188 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -123068.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -123136.070312 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -123136.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -123175.171875 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -123175.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -123186.148438 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -123186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -123195.859375 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -123195.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -123198.742188 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -123198.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -123198.742188 Penalty: 3552.549072
	Iteration 16F: 3 clusters Score -123198.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 150161 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 654 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 40791 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 636 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258017 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 43465 members 
Mstep: Class 18 contains 53578 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
Score: -70771696.000000 Penalty: 66254.992188
Splitting cluster 4 changes total score from -70771760.000000 to -70771696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -74080.796875 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -74080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72400.468750 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -72400.47 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72621.093750 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -72621.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72681.671875 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -72681.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72714.187500 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -72714.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72738.070312 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -72738.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72740.335938 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -72740.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72740.335938 Penalty: 3227.609619
	Iteration 6F: 3 clusters Score -72740.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -100254.070312 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -100254.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -98346.625000 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -98346.62 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -98885.500000 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -98885.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99100.953125 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -99100.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99204.078125 Penalty: 3440.907715
	Iteration 3Q: 3 clusters Score -99204.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -99290.304688 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -99290.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99449.296875 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -99449.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99721.187500 Penalty: 3440.907715
	Iteration 6F: 3 clusters Score -99721.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99892.796875 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -99892.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100200.414062 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -100200.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100345.585938 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -100345.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -100483.898438 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -100483.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100525.640625 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -100525.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -100550.085938 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -100550.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100562.195312 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -100562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100569.710938 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -100569.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100575.984375 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -100576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100575.984375 Penalty: 3440.907715
	Iteration 16F: 3 clusters Score -100576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 150161 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 689 members 
Mstep: Class 7 contains 40791 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 341 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 258017 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 43465 members 
Mstep: Class 18 contains 53578 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 19903 members 
Entering Unmasked Estep 
Score: -70770472.000000 Penalty: 66254.992188
Splitting cluster 6 changes total score from -70771760.000000 to -70770472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (40791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Entering Unmasked Estep 
Score: -4681081.000000 Penalty: 2632.821777
	Iteration 0F: 2 clusters Score -4681081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4653396.500000 Penalty: 5265.643555
	Iteration 0F: 3 clusters Score -4653396 nChanged 18787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4663873.500000 Penalty: 5265.643555
	Iteration 1F: 3 clusters Score -4663874 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4664625.000000 Penalty: 5265.643555
	Iteration 2Q: 3 clusters Score -4664625 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4665539.000000 Penalty: 5265.643555
	Iteration 3Q: 3 clusters Score -4665539 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -4666719.500000 Penalty: 5265.643555
	Iteration 4F: 3 clusters Score -4666720 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4668197.500000 Penalty: 5265.643555
	Iteration 5F: 3 clusters Score -4668198 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4670123.000000 Penalty: 5265.643555
	Iteration 6F: 3 clusters Score -4670123 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -4672323.500000 Penalty: 5265.643555
	Iteration 7F: 3 clusters Score -4672324 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -4674531.000000 Penalty: 5265.643555
	Iteration 8F: 3 clusters Score -4674531 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -4676091.000000 Penalty: 5265.643555
	Iteration 9Q: 3 clusters Score -4676091 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -4676886.000000 Penalty: 5265.643555
	Iteration 10Q: 3 clusters Score -4676886 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -4677243.500000 Penalty: 5265.643555
	Iteration 11Q: 3 clusters Score -4677244 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -4677451.500000 Penalty: 5265.643555
	Iteration 12Q: 3 clusters Score -4677452 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -4677647.500000 Penalty: 5265.643555
	Iteration 13Q: 3 clusters Score -4677648 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -4677754.000000 Penalty: 5265.643555
	Iteration 14Q: 3 clusters Score -4677754 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -4677876.000000 Penalty: 5265.643555
	Iteration 15Q: 3 clusters Score -4677876 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -4677970.000000 Penalty: 5265.643555
	Iteration 16Q: 3 clusters Score -4677970 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -4678061.500000 Penalty: 5265.643555
	Iteration 17Q: 3 clusters Score -4678062 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4678137.500000 Penalty: 5265.643555
	Iteration 18Q: 3 clusters Score -4678138 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -4678197.500000 Penalty: 5265.643555
	Iteration 19Q: 3 clusters Score -4678198 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -4678278.500000 Penalty: 5265.643555
	Iteration 20F: 3 clusters Score -4678278 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -4678370.000000 Penalty: 5265.643555
	Iteration 21Q: 3 clusters Score -4678370 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4678443.000000 Penalty: 5265.643555
	Iteration 22Q: 3 clusters Score -4678443 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -4678520.000000 Penalty: 5265.643555
	Iteration 23Q: 3 clusters Score -4678520 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4678620.500000 Penalty: 5265.643555
	Iteration 24Q: 3 clusters Score -4678620 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4678672.000000 Penalty: 5265.643555
	Iteration 25Q: 3 clusters Score -4678672 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4678753.500000 Penalty: 5265.643555
	Iteration 26Q: 3 clusters Score -4678754 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4678823.000000 Penalty: 5265.643555
	Iteration 27Q: 3 clusters Score -4678823 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4678894.500000 Penalty: 5265.643555
	Iteration 28Q: 3 clusters Score -4678894 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4678942.500000 Penalty: 5265.643555
	Iteration 29Q: 3 clusters Score -4678942 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4678961.000000 Penalty: 5265.643555
	Iteration 30Q: 3 clusters Score -4678961 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4678982.000000 Penalty: 5265.643555
	Iteration 31Q: 3 clusters Score -4678982 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4679014.500000 Penalty: 5265.643555
	Iteration 32Q: 3 clusters Score -4679014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4679015.500000 Penalty: 5265.643555
	Iteration 33Q: 3 clusters Score -4679016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4679030.500000 Penalty: 5265.643555
	Iteration 34Q: 3 clusters Score -4679030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4679062.500000 Penalty: 5265.643555
	Iteration 35Q: 3 clusters Score -4679062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4679079.500000 Penalty: 5265.643555
	Iteration 36Q: 3 clusters Score -4679080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4679081.500000 Penalty: 5265.643555
	Iteration 37Q: 3 clusters Score -4679082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4679094.000000 Penalty: 5265.643555
	Iteration 38Q: 3 clusters Score -4679094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4679093.000000 Penalty: 5265.643555
	Iteration 39Q: 3 clusters Score -4679093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4679097.500000 Penalty: 5265.643555
	Iteration 40F: 3 clusters Score -4679098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4679106.000000 Penalty: 5265.643555
	Iteration 41Q: 3 clusters Score -4679106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4679118.000000 Penalty: 5265.643555
	Iteration 42Q: 3 clusters Score -4679118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4679134.500000 Penalty: 5265.643555
	Iteration 43Q: 3 clusters Score -4679134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4679150.500000 Penalty: 5265.643555
	Iteration 44Q: 3 clusters Score -4679150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4679152.500000 Penalty: 5265.643555
	Iteration 45Q: 3 clusters Score -4679152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4679154.500000 Penalty: 5265.643555
	Iteration 46Q: 3 clusters Score -4679154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4679159.500000 Penalty: 5265.643555
	Iteration 47Q: 3 clusters Score -4679160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4679156.500000 Penalty: 5265.643555
	Iteration 48Q: 3 clusters Score -4679156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4679159.500000 Penalty: 5265.643555
	Iteration 49Q: 3 clusters Score -4679160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4679165.000000 Penalty: 5265.643555
	Iteration 50Q: 3 clusters Score -4679165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4679162.000000 Penalty: 5265.643555
	Iteration 51Q: 3 clusters Score -4679162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4679163.000000 Penalty: 5265.643555
	Iteration 52Q: 3 clusters Score -4679163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4679178.000000 Penalty: 5265.643555
	Iteration 53Q: 3 clusters Score -4679178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4679186.000000 Penalty: 5265.643555
	Iteration 54Q: 3 clusters Score -4679186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4679181.000000 Penalty: 5265.643555
	Iteration 55Q: 3 clusters Score -4679181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4679178.500000 Penalty: 5265.643555
	Iteration 56Q: 3 clusters Score -4679178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4679178.500000 Penalty: 5265.643555
	Iteration 57Q: 3 clusters Score -4679178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4679184.500000 Penalty: 5265.643555
	Iteration 58Q: 3 clusters Score -4679184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4679188.500000 Penalty: 5265.643555
	Iteration 59Q: 3 clusters Score -4679188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4679189.500000 Penalty: 5265.643555
	Iteration 60F: 3 clusters Score -4679190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4679198.500000 Penalty: 5265.643555
	Iteration 61Q: 3 clusters Score -4679198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4679197.500000 Penalty: 5265.643555
	Iteration 62Q: 3 clusters Score -4679198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4679190.500000 Penalty: 5265.643555
	Iteration 63Q: 3 clusters Score -4679190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4679196.500000 Penalty: 5265.643555
	Iteration 64Q: 3 clusters Score -4679196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4679201.000000 Penalty: 5265.643555
	Iteration 65Q: 3 clusters Score -4679201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4679203.000000 Penalty: 5265.643555
	Iteration 66Q: 3 clusters Score -4679203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4679207.500000 Penalty: 5265.643555
	Iteration 67Q: 3 clusters Score -4679208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4679212.000000 Penalty: 5265.643555
	Iteration 68Q: 3 clusters Score -4679212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4679213.500000 Penalty: 5265.643555
	Iteration 69Q: 3 clusters Score -4679214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4679213.500000 Penalty: 5265.643555
	Iteration 70Q: 3 clusters Score -4679214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4679214.500000 Penalty: 5265.643555
	Iteration 71Q: 3 clusters Score -4679214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4679211.000000 Penalty: 5265.643555
	Iteration 72Q: 3 clusters Score -4679211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4679211.000000 Penalty: 5265.643555
	Iteration 73F: 3 clusters Score -4679211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -100438.289062 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -100438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98566.257812 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -98566.26 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98804.210938 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -98804.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -98884.070312 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -98884.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -98939.039062 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -98939.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -98974.359375 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -98974.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99008.031250 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -99008.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99040.304688 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -99040.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99065.273438 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -99065.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -99075.617188 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -99075.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99081.171875 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -99081.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99086.210938 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -99086.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99086.210938 Penalty: 3377.283447
	Iteration 11F: 3 clusters Score -99086.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -483035.062500 Penalty: 2081.798096
	Iteration 0F: 2 clusters Score -483035.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -478887.406250 Penalty: 4163.596191
	Iteration 0F: 3 clusters Score -478887.4 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -479990.750000 Penalty: 4163.596191
	Iteration 1F: 3 clusters Score -479990.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -480324.937500 Penalty: 4163.596191
	Iteration 2F: 3 clusters Score -480324.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -480643.343750 Penalty: 4163.596191
	Iteration 3F: 3 clusters Score -480643.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -480885.156250 Penalty: 4163.596191
	Iteration 4F: 3 clusters Score -480885.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -481078.187500 Penalty: 4163.596191
	Iteration 5F: 3 clusters Score -481078.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -481207.593750 Penalty: 4163.596191
	Iteration 6Q: 3 clusters Score -481207.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -481324.937500 Penalty: 4163.596191
	Iteration 7Q: 3 clusters Score -481324.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -481415.562500 Penalty: 4163.596191
	Iteration 8Q: 3 clusters Score -481415.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -481493.468750 Penalty: 4163.596191
	Iteration 9Q: 3 clusters Score -481493.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -481544.843750 Penalty: 4163.596191
	Iteration 10Q: 3 clusters Score -481544.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -481587.125000 Penalty: 4163.596191
	Iteration 11Q: 3 clusters Score -481587.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -481620.937500 Penalty: 4163.596191
	Iteration 12Q: 3 clusters Score -481620.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -481647.906250 Penalty: 4163.596191
	Iteration 13Q: 3 clusters Score -481647.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -481665.406250 Penalty: 4163.596191
	Iteration 14Q: 3 clusters Score -481665.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -481672.593750 Penalty: 4163.596191
	Iteration 15Q: 3 clusters Score -481672.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -481680.687500 Penalty: 4163.596191
	Iteration 16Q: 3 clusters Score -481680.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -481690.187500 Penalty: 4163.596191
	Iteration 17Q: 3 clusters Score -481690.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -481692.906250 Penalty: 4163.596191
	Iteration 18Q: 3 clusters Score -481692.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -481696.281250 Penalty: 4163.596191
	Iteration 19Q: 3 clusters Score -481696.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -481700.562500 Penalty: 4163.596191
	Iteration 20F: 3 clusters Score -481700.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -481704.093750 Penalty: 4163.596191
	Iteration 21Q: 3 clusters Score -481704.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -481708.968750 Penalty: 4163.596191
	Iteration 22Q: 3 clusters Score -481709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -481713.156250 Penalty: 4163.596191
	Iteration 23Q: 3 clusters Score -481713.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -481715.937500 Penalty: 4163.596191
	Iteration 24Q: 3 clusters Score -481715.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -481721.125000 Penalty: 4163.596191
	Iteration 25Q: 3 clusters Score -481721.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -481725.375000 Penalty: 4163.596191
	Iteration 26Q: 3 clusters Score -481725.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -481730.562500 Penalty: 4163.596191
	Iteration 27Q: 3 clusters Score -481730.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -481735.937500 Penalty: 4163.596191
	Iteration 28Q: 3 clusters Score -481735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -481736.375000 Penalty: 4163.596191
	Iteration 29Q: 3 clusters Score -481736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -481737.437500 Penalty: 4163.596191
	Iteration 30Q: 3 clusters Score -481737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -481738.968750 Penalty: 4163.596191
	Iteration 31Q: 3 clusters Score -481739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -481738.968750 Penalty: 4163.596191
	Iteration 32F: 3 clusters Score -481739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -91927.914062 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -91927.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -90092.554688 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -90092.55 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -90356.351562 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -90356.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -90410.812500 Penalty: 3324.172363
	Iteration 2Q: 3 clusters Score -90410.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90454.960938 Penalty: 3324.172363
	Iteration 3Q: 3 clusters Score -90454.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -90476.015625 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -90476.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -90506.593750 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -90506.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90521.226562 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -90521.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90526.929688 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -90526.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90539.210938 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -90539.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90552.257812 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -90552.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90561.507812 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -90561.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90561.507812 Penalty: 3324.172363
	Iteration 11F: 3 clusters Score -90561.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -37209.113281 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -37209.11 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 202 members 
Entering Unmasked Estep 
Score: -35857.878906 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -35857.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36046.488281 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -36046.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36107.972656 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -36107.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36121.296875 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -36121.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36125.882812 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -36125.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36134.703125 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -36134.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36134.703125 Penalty: 2930.409180
	Iteration 6F: 3 clusters Score -36134.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Entering Unmasked Estep 
Score: -2065719.625000 Penalty: 2427.554443
	Iteration 0F: 2 clusters Score -2065720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2053060.250000 Penalty: 4855.108887
	Iteration 0F: 3 clusters Score -2053060 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2057079.875000 Penalty: 4855.108887
	Iteration 1F: 3 clusters Score -2057080 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2057472.750000 Penalty: 4855.108887
	Iteration 2F: 3 clusters Score -2057473 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2057825.625000 Penalty: 4855.108887
	Iteration 3F: 3 clusters Score -2057826 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2058146.500000 Penalty: 4855.108887
	Iteration 4Q: 3 clusters Score -2058146 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2058541.625000 Penalty: 4855.108887
	Iteration 5Q: 3 clusters Score -2058542 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2058949.375000 Penalty: 4855.108887
	Iteration 6Q: 3 clusters Score -2058949 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2059339.625000 Penalty: 4855.108887
	Iteration 7Q: 3 clusters Score -2059340 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2059714.250000 Penalty: 4855.108887
	Iteration 8Q: 3 clusters Score -2059714 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2060091.875000 Penalty: 4855.108887
	Iteration 9Q: 3 clusters Score -2060092 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2060505.375000 Penalty: 4855.108887
	Iteration 10Q: 3 clusters Score -2060505 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2060949.250000 Penalty: 4855.108887
	Iteration 11Q: 3 clusters Score -2060949 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2061410.375000 Penalty: 4855.108887
	Iteration 12Q: 3 clusters Score -2061410 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2061821.625000 Penalty: 4855.108887
	Iteration 13Q: 3 clusters Score -2061822 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2062125.625000 Penalty: 4855.108887
	Iteration 14Q: 3 clusters Score -2062126 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2062314.750000 Penalty: 4855.108887
	Iteration 15Q: 3 clusters Score -2062315 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2062446.375000 Penalty: 4855.108887
	Iteration 16Q: 3 clusters Score -2062446 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2062530.875000 Penalty: 4855.108887
	Iteration 17Q: 3 clusters Score -2062531 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2062599.375000 Penalty: 4855.108887
	Iteration 18Q: 3 clusters Score -2062599 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2062657.625000 Penalty: 4855.108887
	Iteration 19Q: 3 clusters Score -2062658 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2062713.250000 Penalty: 4855.108887
	Iteration 20F: 3 clusters Score -2062713 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2062748.000000 Penalty: 4855.108887
	Iteration 21Q: 3 clusters Score -2062748 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2062792.625000 Penalty: 4855.108887
	Iteration 22Q: 3 clusters Score -2062793 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2062836.875000 Penalty: 4855.108887
	Iteration 23Q: 3 clusters Score -2062837 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2062880.750000 Penalty: 4855.108887
	Iteration 24Q: 3 clusters Score -2062881 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2062926.000000 Penalty: 4855.108887
	Iteration 25Q: 3 clusters Score -2062926 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2062964.125000 Penalty: 4855.108887
	Iteration 26Q: 3 clusters Score -2062964 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2062989.625000 Penalty: 4855.108887
	Iteration 27Q: 3 clusters Score -2062990 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2063008.500000 Penalty: 4855.108887
	Iteration 28Q: 3 clusters Score -2063008 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2063044.375000 Penalty: 4855.108887
	Iteration 29Q: 3 clusters Score -2063044 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2063079.000000 Penalty: 4855.108887
	Iteration 30Q: 3 clusters Score -2063079 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2063124.625000 Penalty: 4855.108887
	Iteration 31Q: 3 clusters Score -2063125 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2063159.500000 Penalty: 4855.108887
	Iteration 32Q: 3 clusters Score -2063160 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2063187.125000 Penalty: 4855.108887
	Iteration 33Q: 3 clusters Score -2063187 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2063225.000000 Penalty: 4855.108887
	Iteration 34Q: 3 clusters Score -2063225 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2063260.625000 Penalty: 4855.108887
	Iteration 35Q: 3 clusters Score -2063261 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2063293.375000 Penalty: 4855.108887
	Iteration 36Q: 3 clusters Score -2063293 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2063325.250000 Penalty: 4855.108887
	Iteration 37Q: 3 clusters Score -2063325 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2063348 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2063380 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2063402.375000 Penalty: 4855.108887
	Iteration 40F: 3 clusters Score -2063402 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2063438.875000 Penalty: 4855.108887
	Iteration 41Q: 3 clusters Score -2063439 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2063470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2063496 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2063519.250000 Penalty: 4855.108887
	Iteration 44Q: 3 clusters Score -2063519 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2063547 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2063583.125000 Penalty: 4855.108887
	Iteration 46Q: 3 clusters Score -2063583 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2063615.000000 Penalty: 4855.108887
	Iteration 47Q: 3 clusters Score -2063615 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2063631.750000 Penalty: 4855.108887
	Iteration 48Q: 3 clusters Score -2063632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2063656.625000 Penalty: 4855.108887
	Iteration 49Q: 3 clusters Score -2063657 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2063667.875000 Penalty: 4855.108887
	Iteration 50Q: 3 clusters Score -2063668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2063680.750000 Penalty: 4855.108887
	Iteration 51Q: 3 clusters Score -2063681 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2063692.000000 Penalty: 4855.108887
	Iteration 52Q: 3 clusters Score -2063692 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2063711.625000 Penalty: 4855.108887
	Iteration 53Q: 3 clusters Score -2063712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2063724.750000 Penalty: 4855.108887
	Iteration 54Q: 3 clusters Score -2063725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2063743.750000 Penalty: 4855.108887
	Iteration 55Q: 3 clusters Score -2063744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2063759.125000 Penalty: 4855.108887
	Iteration 56Q: 3 clusters Score -2063759 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2063771.375000 Penalty: 4855.108887
	Iteration 57Q: 3 clusters Score -2063771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2063777.000000 Penalty: 4855.108887
	Iteration 58Q: 3 clusters Score -2063777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2063793.875000 Penalty: 4855.108887
	Iteration 59Q: 3 clusters Score -2063794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2063800.875000 Penalty: 4855.108887
	Iteration 60F: 3 clusters Score -2063801 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2063807.250000 Penalty: 4855.108887
	Iteration 61Q: 3 clusters Score -2063807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2063820.000000 Penalty: 4855.108887
	Iteration 62Q: 3 clusters Score -2063820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2063825.000000 Penalty: 4855.108887
	Iteration 63Q: 3 clusters Score -2063825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2063828.500000 Penalty: 4855.108887
	Iteration 64Q: 3 clusters Score -2063828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2063833.000000 Penalty: 4855.108887
	Iteration 65Q: 3 clusters Score -2063833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2063835.625000 Penalty: 4855.108887
	Iteration 66Q: 3 clusters Score -2063836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2063837.875000 Penalty: 4855.108887
	Iteration 67Q: 3 clusters Score -2063838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2063841.250000 Penalty: 4855.108887
	Iteration 68Q: 3 clusters Score -2063841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2063847.750000 Penalty: 4855.108887
	Iteration 69Q: 3 clusters Score -2063848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2063848.875000 Penalty: 4855.108887
	Iteration 70Q: 3 clusters Score -2063849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2063854.125000 Penalty: 4855.108887
	Iteration 71Q: 3 clusters Score -2063854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2063851.750000 Penalty: 4855.108887
	Iteration 72Q: 3 clusters Score -2063852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2063858.375000 Penalty: 4855.108887
	Iteration 73Q: 3 clusters Score -2063858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2063857.000000 Penalty: 4855.108887
	Iteration 74Q: 3 clusters Score -2063857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2063856.625000 Penalty: 4855.108887
	Iteration 75Q: 3 clusters Score -2063857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2063861.500000 Penalty: 4855.108887
	Iteration 76Q: 3 clusters Score -2063862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2063863.125000 Penalty: 4855.108887
	Iteration 77Q: 3 clusters Score -2063863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2063865.250000 Penalty: 4855.108887
	Iteration 78Q: 3 clusters Score -2063865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2063867.875000 Penalty: 4855.108887
	Iteration 79Q: 3 clusters Score -2063868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2063867.125000 Penalty: 4855.108887
	Iteration 80F: 3 clusters Score -2063867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2063867.125000 Penalty: 4855.108887
	Iteration 81Q: 3 clusters Score -2063867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2063869.375000 Penalty: 4855.108887
	Iteration 82Q: 3 clusters Score -2063869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2063867.750000 Penalty: 4855.108887
	Iteration 83Q: 3 clusters Score -2063868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2063870.875000 Penalty: 4855.108887
	Iteration 84Q: 3 clusters Score -2063871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2063871.750000 Penalty: 4855.108887
	Iteration 85Q: 3 clusters Score -2063872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2063874.000000 Penalty: 4855.108887
	Iteration 86Q: 3 clusters Score -2063874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2063873.000000 Penalty: 4855.108887
	Iteration 87Q: 3 clusters Score -2063873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2063877.875000 Penalty: 4855.108887
	Iteration 88Q: 3 clusters Score -2063878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2063881.375000 Penalty: 4855.108887
	Iteration 89Q: 3 clusters Score -2063881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2063882.375000 Penalty: 4855.108887
	Iteration 90Q: 3 clusters Score -2063882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2063885.500000 Penalty: 4855.108887
	Iteration 91Q: 3 clusters Score -2063886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2063890.750000 Penalty: 4855.108887
	Iteration 92Q: 3 clusters Score -2063891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2063892.250000 Penalty: 4855.108887
	Iteration 93Q: 3 clusters Score -2063892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2063898.750000 Penalty: 4855.108887
	Iteration 94Q: 3 clusters Score -2063899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2063900.500000 Penalty: 4855.108887
	Iteration 95Q: 3 clusters Score -2063900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2063907.375000 Penalty: 4855.108887
	Iteration 96Q: 3 clusters Score -2063907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2063908.875000 Penalty: 4855.108887
	Iteration 97Q: 3 clusters Score -2063909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2063908.375000 Penalty: 4855.108887
	Iteration 98Q: 3 clusters Score -2063908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2063911.000000 Penalty: 4855.108887
	Iteration 99Q: 3 clusters Score -2063911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2063911.000000 Penalty: 4855.108887
	Iteration 100F: 3 clusters Score -2063911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2063911.250000 Penalty: 4855.108887
	Iteration 101Q: 3 clusters Score -2063911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2063909.250000 Penalty: 4855.108887
	Iteration 102Q: 3 clusters Score -2063909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2063911.500000 Penalty: 4855.108887
	Iteration 103Q: 3 clusters Score -2063912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2063909.375000 Penalty: 4855.108887
	Iteration 104Q: 3 clusters Score -2063909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2063912.000000 Penalty: 4855.108887
	Iteration 105Q: 3 clusters Score -2063912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2063914.875000 Penalty: 4855.108887
	Iteration 106Q: 3 clusters Score -2063915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2063918.000000 Penalty: 4855.108887
	Iteration 107Q: 3 clusters Score -2063918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2063918.750000 Penalty: 4855.108887
	Iteration 108Q: 3 clusters Score -2063919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2063918.750000 Penalty: 4855.108887
	Iteration 109Q: 3 clusters Score -2063919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2063918.875000 Penalty: 4855.108887
	Iteration 110Q: 3 clusters Score -2063919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2063920.000000 Penalty: 4855.108887
	Iteration 111Q: 3 clusters Score -2063920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2063920.750000 Penalty: 4855.108887
	Iteration 112Q: 3 clusters Score -2063921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2063921.625000 Penalty: 4855.108887
	Iteration 113Q: 3 clusters Score -2063922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2063921.625000 Penalty: 4855.108887
	Iteration 114F: 3 clusters Score -2063922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (258017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258017 members 
Entering Unmasked Estep 
Score: -29373968.000000 Penalty: 3090.273682
	Iteration 0F: 2 clusters Score -2.937397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129230 members 
Mstep: Class 2 contains 128787 members 
Entering Unmasked Estep 
Score: -29209806.000000 Penalty: 6180.547363
	Iteration 0F: 3 clusters Score -2.920981e+07 nChanged 124581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134721 members 
Mstep: Class 2 contains 123296 members 
Entering Unmasked Estep 
Score: -29283248.000000 Penalty: 6180.547363
	Iteration 1F: 3 clusters Score -2.928325e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138013 members 
Mstep: Class 2 contains 120004 members 
Entering Unmasked Estep 
Score: -29284410.000000 Penalty: 6180.547363
	Iteration 2Q: 3 clusters Score -2.928441e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143186 members 
Mstep: Class 2 contains 114831 members 
Entering Unmasked Estep 
Score: -29285972.000000 Penalty: 6180.547363
	Iteration 3Q: 3 clusters Score -2.928597e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151095 members 
Mstep: Class 2 contains 106922 members 
Entering Unmasked Estep 
Score: -29288648.000000 Penalty: 6180.547363
	Iteration 4Q: 3 clusters Score -2.928865e+07 nChanged 12393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163086 members 
Mstep: Class 2 contains 94931 members 
Entering Unmasked Estep 
Score: -29294236.000000 Penalty: 6180.547363
	Iteration 5Q: 3 clusters Score -2.929424e+07 nChanged 17427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180399 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -29305092.000000 Penalty: 6180.547363
	Iteration 6F: 3 clusters Score -2.930509e+07 nChanged 22960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203325 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -29323016.000000 Penalty: 6180.547363
	Iteration 7F: 3 clusters Score -2.932302e+07 nChanged 24255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227574 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -29344508.000000 Penalty: 6180.547363
	Iteration 8F: 3 clusters Score -2.934451e+07 nChanged 17863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245435 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -29360604.000000 Penalty: 6180.547363
	Iteration 9F: 3 clusters Score -2.93606e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253760 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -29367696.000000 Penalty: 6180.547363
	Iteration 10Q: 3 clusters Score -2.93677e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256554 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -29370034.000000 Penalty: 6180.547363
	Iteration 11Q: 3 clusters Score -2.937003e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257325 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -29370634.000000 Penalty: 6180.547363
	Iteration 12Q: 3 clusters Score -2.937063e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257547 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -29370860.000000 Penalty: 6180.547363
	Iteration 13Q: 3 clusters Score -2.937086e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257628 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29371026.000000 Penalty: 6180.547363
	Iteration 14Q: 3 clusters Score -2.937103e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257657 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -29371078.000000 Penalty: 6180.547363
	Iteration 15Q: 3 clusters Score -2.937108e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257671 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29371120.000000 Penalty: 6180.547363
	Iteration 16Q: 3 clusters Score -2.937112e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257685 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29371142.000000 Penalty: 6180.547363
	Iteration 17Q: 3 clusters Score -2.937114e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257691 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -29371174.000000 Penalty: 6180.547363
	Iteration 18Q: 3 clusters Score -2.937117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257689 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -29371174.000000 Penalty: 6180.547363
	Iteration 19Q: 3 clusters Score -2.937117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257690 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -29371212.000000 Penalty: 6180.547363
	Iteration 20F: 3 clusters Score -2.937121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257691 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -29371230.000000 Penalty: 6180.547363
	Iteration 21Q: 3 clusters Score -2.937123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257690 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -29371238.000000 Penalty: 6180.547363
	Iteration 22Q: 3 clusters Score -2.937124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257688 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29371258.000000 Penalty: 6180.547363
	Iteration 23Q: 3 clusters Score -2.937126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257689 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -29371258.000000 Penalty: 6180.547363
	Iteration 24Q: 3 clusters Score -2.937126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257686 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29371270.000000 Penalty: 6180.547363
	Iteration 25Q: 3 clusters Score -2.937127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257685 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29371256.000000 Penalty: 6180.547363
	Iteration 26Q: 3 clusters Score -2.937126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257686 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29371260.000000 Penalty: 6180.547363
	Iteration 27Q: 3 clusters Score -2.937126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257688 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29371258.000000 Penalty: 6180.547363
	Iteration 28Q: 3 clusters Score -2.937126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257687 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -29371264.000000 Penalty: 6180.547363
	Iteration 29Q: 3 clusters Score -2.937126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257687 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -29371264.000000 Penalty: 6180.547363
	Iteration 30F: 3 clusters Score -2.937126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Entering Unmasked Estep 
Score: -2139485.750000 Penalty: 2435.978516
	Iteration 0F: 2 clusters Score -2139486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2126378.000000 Penalty: 4871.957031
	Iteration 0F: 3 clusters Score -2126378 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2130831.750000 Penalty: 4871.957031
	Iteration 1F: 3 clusters Score -2130832 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2131246.250000 Penalty: 4871.957031
	Iteration 2F: 3 clusters Score -2131246 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2131565.000000 Penalty: 4871.957031
	Iteration 3Q: 3 clusters Score -2131565 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2131815.500000 Penalty: 4871.957031
	Iteration 4Q: 3 clusters Score -2131816 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2132016.750000 Penalty: 4871.957031
	Iteration 5Q: 3 clusters Score -2132017 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2132195.250000 Penalty: 4871.957031
	Iteration 6Q: 3 clusters Score -2132195 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2132391.750000 Penalty: 4871.957031
	Iteration 7Q: 3 clusters Score -2132392 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2132616.500000 Penalty: 4871.957031
	Iteration 8Q: 3 clusters Score -2132616 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2132883.500000 Penalty: 4871.957031
	Iteration 9Q: 3 clusters Score -2132884 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2133231.250000 Penalty: 4871.957031
	Iteration 10Q: 3 clusters Score -2133231 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2133687.750000 Penalty: 4871.957031
	Iteration 11Q: 3 clusters Score -2133688 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2134281.000000 Penalty: 4871.957031
	Iteration 12Q: 3 clusters Score -2134281 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2134911.000000 Penalty: 4871.957031
	Iteration 13Q: 3 clusters Score -2134911 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2135509.500000 Penalty: 4871.957031
	Iteration 14Q: 3 clusters Score -2135510 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2135998.500000 Penalty: 4871.957031
	Iteration 15Q: 3 clusters Score -2135998 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2136360.000000 Penalty: 4871.957031
	Iteration 16Q: 3 clusters Score -2136360 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2136608.000000 Penalty: 4871.957031
	Iteration 17Q: 3 clusters Score -2136608 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2136773.750000 Penalty: 4871.957031
	Iteration 18Q: 3 clusters Score -2136774 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2136886.750000 Penalty: 4871.957031
	Iteration 19Q: 3 clusters Score -2136887 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2136963.250000 Penalty: 4871.957031
	Iteration 20F: 3 clusters Score -2136963 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2137049.750000 Penalty: 4871.957031
	Iteration 21Q: 3 clusters Score -2137050 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2137094.000000 Penalty: 4871.957031
	Iteration 22Q: 3 clusters Score -2137094 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2137127.500000 Penalty: 4871.957031
	Iteration 23Q: 3 clusters Score -2137128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2137152.750000 Penalty: 4871.957031
	Iteration 24Q: 3 clusters Score -2137153 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2137185.000000 Penalty: 4871.957031
	Iteration 25Q: 3 clusters Score -2137185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2137206.500000 Penalty: 4871.957031
	Iteration 26Q: 3 clusters Score -2137206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2137217.000000 Penalty: 4871.957031
	Iteration 27Q: 3 clusters Score -2137217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2137228.750000 Penalty: 4871.957031
	Iteration 28Q: 3 clusters Score -2137229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2137235.000000 Penalty: 4871.957031
	Iteration 29Q: 3 clusters Score -2137235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2137245.750000 Penalty: 4871.957031
	Iteration 30Q: 3 clusters Score -2137246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2137251.250000 Penalty: 4871.957031
	Iteration 31Q: 3 clusters Score -2137251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2137256.750000 Penalty: 4871.957031
	Iteration 32Q: 3 clusters Score -2137257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2137263.750000 Penalty: 4871.957031
	Iteration 33Q: 3 clusters Score -2137264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2137268.250000 Penalty: 4871.957031
	Iteration 34Q: 3 clusters Score -2137268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2137270.000000 Penalty: 4871.957031
	Iteration 35Q: 3 clusters Score -2137270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2137269.750000 Penalty: 4871.957031
	Iteration 36Q: 3 clusters Score -2137270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2137270.500000 Penalty: 4871.957031
	Iteration 37Q: 3 clusters Score -2137270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2137276.000000 Penalty: 4871.957031
	Iteration 38Q: 3 clusters Score -2137276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2137277.250000 Penalty: 4871.957031
	Iteration 39Q: 3 clusters Score -2137277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2137277.750000 Penalty: 4871.957031
	Iteration 40F: 3 clusters Score -2137278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2137282.000000 Penalty: 4871.957031
	Iteration 41Q: 3 clusters Score -2137282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2137282.000000 Penalty: 4871.957031
	Iteration 42Q: 3 clusters Score -2137282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2137286.750000 Penalty: 4871.957031
	Iteration 43Q: 3 clusters Score -2137287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2137290.250000 Penalty: 4871.957031
	Iteration 44Q: 3 clusters Score -2137290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2137289.750000 Penalty: 4871.957031
	Iteration 45Q: 3 clusters Score -2137290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2137295.500000 Penalty: 4871.957031
	Iteration 46Q: 3 clusters Score -2137296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2137295.000000 Penalty: 4871.957031
	Iteration 47Q: 3 clusters Score -2137295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2137294.750000 Penalty: 4871.957031
	Iteration 48Q: 3 clusters Score -2137295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2137298.000000 Penalty: 4871.957031
	Iteration 49Q: 3 clusters Score -2137298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2137295.250000 Penalty: 4871.957031
	Iteration 50Q: 3 clusters Score -2137295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2137298.250000 Penalty: 4871.957031
	Iteration 51Q: 3 clusters Score -2137298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2137301.000000 Penalty: 4871.957031
	Iteration 52Q: 3 clusters Score -2137301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2137302.500000 Penalty: 4871.957031
	Iteration 53Q: 3 clusters Score -2137302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2137304.500000 Penalty: 4871.957031
	Iteration 54Q: 3 clusters Score -2137304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2137305.750000 Penalty: 4871.957031
	Iteration 55Q: 3 clusters Score -2137306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2137305.250000 Penalty: 4871.957031
	Iteration 56Q: 3 clusters Score -2137305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2137305.250000 Penalty: 4871.957031
	Iteration 57F: 3 clusters Score -2137305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Entering Unmasked Estep 
Score: -4857318.500000 Penalty: 2648.568359
	Iteration 0F: 2 clusters Score -4857318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -4827977.500000 Penalty: 5297.136719
	Iteration 0F: 3 clusters Score -4827978 nChanged 19999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -4838747.500000 Penalty: 5297.136719
	Iteration 1F: 3 clusters Score -4838748 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -4839319.000000 Penalty: 5297.136719
	Iteration 2Q: 3 clusters Score -4839319 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -4839903.000000 Penalty: 5297.136719
	Iteration 3Q: 3 clusters Score -4839903 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -4840570.000000 Penalty: 5297.136719
	Iteration 4Q: 3 clusters Score -4840570 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -4841339.000000 Penalty: 5297.136719
	Iteration 5Q: 3 clusters Score -4841339 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -4842309.000000 Penalty: 5297.136719
	Iteration 6Q: 3 clusters Score -4842309 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -4843603.000000 Penalty: 5297.136719
	Iteration 7F: 3 clusters Score -4843603 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -4844954.000000 Penalty: 5297.136719
	Iteration 8F: 3 clusters Score -4844954 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -4846281.000000 Penalty: 5297.136719
	Iteration 9F: 3 clusters Score -4846281 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -4847423.500000 Penalty: 5297.136719
	Iteration 10Q: 3 clusters Score -4847424 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -4848279.500000 Penalty: 5297.136719
	Iteration 11Q: 3 clusters Score -4848280 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -4848923.000000 Penalty: 5297.136719
	Iteration 12Q: 3 clusters Score -4848923 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -4849500.000000 Penalty: 5297.136719
	Iteration 13Q: 3 clusters Score -4849500 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -4850031.500000 Penalty: 5297.136719
	Iteration 14Q: 3 clusters Score -4850032 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -4850678.000000 Penalty: 5297.136719
	Iteration 15Q: 3 clusters Score -4850678 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -4851984.000000 Penalty: 5297.136719
	Iteration 16Q: 3 clusters Score -4851984 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -4854063.500000 Penalty: 5297.136719
	Iteration 17Q: 3 clusters Score -4854064 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -4854499.000000 Penalty: 5297.136719
	Iteration 18Q: 3 clusters Score -4854499 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -4854625.000000 Penalty: 5297.136719
	Iteration 19Q: 3 clusters Score -4854625 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -4854706.000000 Penalty: 5297.136719
	Iteration 20F: 3 clusters Score -4854706 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -4854750.000000 Penalty: 5297.136719
	Iteration 21Q: 3 clusters Score -4854750 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -4854769.500000 Penalty: 5297.136719
	Iteration 22Q: 3 clusters Score -4854770 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -4854792.500000 Penalty: 5297.136719
	Iteration 23Q: 3 clusters Score -4854792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -4854815.500000 Penalty: 5297.136719
	Iteration 24Q: 3 clusters Score -4854816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -4854812.500000 Penalty: 5297.136719
	Iteration 25Q: 3 clusters Score -4854812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -4854816.000000 Penalty: 5297.136719
	Iteration 26Q: 3 clusters Score -4854816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -4854823.000000 Penalty: 5297.136719
	Iteration 27Q: 3 clusters Score -4854823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -4854843.000000 Penalty: 5297.136719
	Iteration 28Q: 3 clusters Score -4854843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -4854850.000000 Penalty: 5297.136719
	Iteration 29Q: 3 clusters Score -4854850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -4854846.000000 Penalty: 5297.136719
	Iteration 30Q: 3 clusters Score -4854846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -4854854.500000 Penalty: 5297.136719
	Iteration 31Q: 3 clusters Score -4854854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -4854851.000000 Penalty: 5297.136719
	Iteration 32Q: 3 clusters Score -4854851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -4854865.500000 Penalty: 5297.136719
	Iteration 33Q: 3 clusters Score -4854866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -4854862.000000 Penalty: 5297.136719
	Iteration 34Q: 3 clusters Score -4854862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -4854877.000000 Penalty: 5297.136719
	Iteration 35Q: 3 clusters Score -4854877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -4854893.000000 Penalty: 5297.136719
	Iteration 36Q: 3 clusters Score -4854893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -4854904.000000 Penalty: 5297.136719
	Iteration 37Q: 3 clusters Score -4854904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -4854921.000000 Penalty: 5297.136719
	Iteration 38Q: 3 clusters Score -4854921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -4854931.000000 Penalty: 5297.136719
	Iteration 39Q: 3 clusters Score -4854931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -4854942.000000 Penalty: 5297.136719
	Iteration 40F: 3 clusters Score -4854942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -4854947.500000 Penalty: 5297.136719
	Iteration 41Q: 3 clusters Score -4854948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -4854967.500000 Penalty: 5297.136719
	Iteration 42Q: 3 clusters Score -4854968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -4854971.500000 Penalty: 5297.136719
	Iteration 43Q: 3 clusters Score -4854972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -4854973.000000 Penalty: 5297.136719
	Iteration 44Q: 3 clusters Score -4854973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -4854978.000000 Penalty: 5297.136719
	Iteration 45Q: 3 clusters Score -4854978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -4854978.500000 Penalty: 5297.136719
	Iteration 46Q: 3 clusters Score -4854978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4854984.500000 Penalty: 5297.136719
	Iteration 47Q: 3 clusters Score -4854984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -4854990.000000 Penalty: 5297.136719
	Iteration 48Q: 3 clusters Score -4854990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -4854998.500000 Penalty: 5297.136719
	Iteration 49Q: 3 clusters Score -4854998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -4854996.500000 Penalty: 5297.136719
	Iteration 50Q: 3 clusters Score -4854996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -4854993.000000 Penalty: 5297.136719
	Iteration 51Q: 3 clusters Score -4854993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -4854998.500000 Penalty: 5297.136719
	Iteration 52Q: 3 clusters Score -4854998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -4854990.500000 Penalty: 5297.136719
	Iteration 53Q: 3 clusters Score -4854990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -4854989.000000 Penalty: 5297.136719
	Iteration 54Q: 3 clusters Score -4854989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -4854989.000000 Penalty: 5297.136719
	Iteration 55Q: 3 clusters Score -4854989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -4854989.500000 Penalty: 5297.136719
	Iteration 56Q: 3 clusters Score -4854990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -4854991.000000 Penalty: 5297.136719
	Iteration 57Q: 3 clusters Score -4854991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -4854988.500000 Penalty: 5297.136719
	Iteration 58Q: 3 clusters Score -4854988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -4854998.000000 Penalty: 5297.136719
	Iteration 59Q: 3 clusters Score -4854998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -4854994.500000 Penalty: 5297.136719
	Iteration 60F: 3 clusters Score -4854994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -4854992.000000 Penalty: 5297.136719
	Iteration 61Q: 3 clusters Score -4854992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -4854997.500000 Penalty: 5297.136719
	Iteration 62Q: 3 clusters Score -4854998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -4855001.000000 Penalty: 5297.136719
	Iteration 63Q: 3 clusters Score -4855001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -4854996.500000 Penalty: 5297.136719
	Iteration 64Q: 3 clusters Score -4854996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -4855003.500000 Penalty: 5297.136719
	Iteration 65Q: 3 clusters Score -4855004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -4855000.000000 Penalty: 5297.136719
	Iteration 66Q: 3 clusters Score -4855000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -4855004.500000 Penalty: 5297.136719
	Iteration 67Q: 3 clusters Score -4855004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -4855005.500000 Penalty: 5297.136719
	Iteration 68Q: 3 clusters Score -4855006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -4855005.500000 Penalty: 5297.136719
	Iteration 69Q: 3 clusters Score -4855006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -4855007.000000 Penalty: 5297.136719
	Iteration 70Q: 3 clusters Score -4855007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -4855008.000000 Penalty: 5297.136719
	Iteration 71Q: 3 clusters Score -4855008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -4855013.000000 Penalty: 5297.136719
	Iteration 72Q: 3 clusters Score -4855013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -4855011.500000 Penalty: 5297.136719
	Iteration 73Q: 3 clusters Score -4855012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -4855007.000000 Penalty: 5297.136719
	Iteration 74Q: 3 clusters Score -4855007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -4855014.500000 Penalty: 5297.136719
	Iteration 75Q: 3 clusters Score -4855014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -4855016.000000 Penalty: 5297.136719
	Iteration 76Q: 3 clusters Score -4855016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -4855016.500000 Penalty: 5297.136719
	Iteration 77Q: 3 clusters Score -4855016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -4855016.500000 Penalty: 5297.136719
	Iteration 78F: 3 clusters Score -4855016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Entering Unmasked Estep 
Score: -6108937.000000 Penalty: 2700.445801
	Iteration 0F: 2 clusters Score -6108937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -6072878.500000 Penalty: 5400.891602
	Iteration 0F: 3 clusters Score -6072878 nChanged 24892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -6087054.500000 Penalty: 5400.891602
	Iteration 1F: 3 clusters Score -6087054 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -6088193.000000 Penalty: 5400.891602
	Iteration 2Q: 3 clusters Score -6088193 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -6089469.500000 Penalty: 5400.891602
	Iteration 3Q: 3 clusters Score -6089470 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -6091073.000000 Penalty: 5400.891602
	Iteration 4F: 3 clusters Score -6091073 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -6092857.500000 Penalty: 5400.891602
	Iteration 5F: 3 clusters Score -6092858 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -6094598.000000 Penalty: 5400.891602
	Iteration 6F: 3 clusters Score -6094598 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -6096087.000000 Penalty: 5400.891602
	Iteration 7F: 3 clusters Score -6096087 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -6097216.500000 Penalty: 5400.891602
	Iteration 8Q: 3 clusters Score -6097216 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -6098125.000000 Penalty: 5400.891602
	Iteration 9Q: 3 clusters Score -6098125 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -6098879.000000 Penalty: 5400.891602
	Iteration 10Q: 3 clusters Score -6098879 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -6099627.000000 Penalty: 5400.891602
	Iteration 11Q: 3 clusters Score -6099627 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -6100418.000000 Penalty: 5400.891602
	Iteration 12Q: 3 clusters Score -6100418 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -6101132.000000 Penalty: 5400.891602
	Iteration 13Q: 3 clusters Score -6101132 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -6101609.000000 Penalty: 5400.891602
	Iteration 14Q: 3 clusters Score -6101609 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -6101976.000000 Penalty: 5400.891602
	Iteration 15Q: 3 clusters Score -6101976 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -6102286.000000 Penalty: 5400.891602
	Iteration 16Q: 3 clusters Score -6102286 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -6102585.000000 Penalty: 5400.891602
	Iteration 17Q: 3 clusters Score -6102585 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -6102915.500000 Penalty: 5400.891602
	Iteration 18Q: 3 clusters Score -6102916 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -6103206.500000 Penalty: 5400.891602
	Iteration 19Q: 3 clusters Score -6103206 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -6103462.500000 Penalty: 5400.891602
	Iteration 20F: 3 clusters Score -6103462 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -6103697.500000 Penalty: 5400.891602
	Iteration 21Q: 3 clusters Score -6103698 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -6103919.000000 Penalty: 5400.891602
	Iteration 22Q: 3 clusters Score -6103919 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -6104130.000000 Penalty: 5400.891602
	Iteration 23Q: 3 clusters Score -6104130 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -6104345.000000 Penalty: 5400.891602
	Iteration 24Q: 3 clusters Score -6104345 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -6104542.000000 Penalty: 5400.891602
	Iteration 25Q: 3 clusters Score -6104542 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -6104739.000000 Penalty: 5400.891602
	Iteration 26Q: 3 clusters Score -6104739 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -6104948.000000 Penalty: 5400.891602
	Iteration 27Q: 3 clusters Score -6104948 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -6105135.000000 Penalty: 5400.891602
	Iteration 28Q: 3 clusters Score -6105135 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -6105314.500000 Penalty: 5400.891602
	Iteration 29Q: 3 clusters Score -6105314 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -6105505.500000 Penalty: 5400.891602
	Iteration 30Q: 3 clusters Score -6105506 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -6105658.500000 Penalty: 5400.891602
	Iteration 31Q: 3 clusters Score -6105658 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -6105803.000000 Penalty: 5400.891602
	Iteration 32Q: 3 clusters Score -6105803 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -6105908.500000 Penalty: 5400.891602
	Iteration 33Q: 3 clusters Score -6105908 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -6106047.000000 Penalty: 5400.891602
	Iteration 34Q: 3 clusters Score -6106047 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -6106131.000000 Penalty: 5400.891602
	Iteration 35Q: 3 clusters Score -6106131 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -6106225.000000 Penalty: 5400.891602
	Iteration 36Q: 3 clusters Score -6106225 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -6106324.500000 Penalty: 5400.891602
	Iteration 37Q: 3 clusters Score -6106324 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -6106424.500000 Penalty: 5400.891602
	Iteration 38Q: 3 clusters Score -6106424 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -6106487.500000 Penalty: 5400.891602
	Iteration 39Q: 3 clusters Score -6106488 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -6106536.500000 Penalty: 5400.891602
	Iteration 40F: 3 clusters Score -6106536 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -6106576.000000 Penalty: 5400.891602
	Iteration 41Q: 3 clusters Score -6106576 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -6106610.500000 Penalty: 5400.891602
	Iteration 42Q: 3 clusters Score -6106610 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -6106651.500000 Penalty: 5400.891602
	Iteration 43Q: 3 clusters Score -6106652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -6106684.000000 Penalty: 5400.891602
	Iteration 44Q: 3 clusters Score -6106684 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -6106732.500000 Penalty: 5400.891602
	Iteration 45Q: 3 clusters Score -6106732 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -6106753.000000 Penalty: 5400.891602
	Iteration 46Q: 3 clusters Score -6106753 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -6106764.000000 Penalty: 5400.891602
	Iteration 47Q: 3 clusters Score -6106764 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
Score: -6106792.000000 Penalty: 5400.891602
	Iteration 48Q: 3 clusters Score -6106792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -6106830.000000 Penalty: 5400.891602
	Iteration 49Q: 3 clusters Score -6106830 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -6106846.500000 Penalty: 5400.891602
	Iteration 50Q: 3 clusters Score -6106846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -6106856.000000 Penalty: 5400.891602
	Iteration 51Q: 3 clusters Score -6106856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -6106861.500000 Penalty: 5400.891602
	Iteration 52Q: 3 clusters Score -6106862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -6106870.000000 Penalty: 5400.891602
	Iteration 53Q: 3 clusters Score -6106870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -6106890.000000 Penalty: 5400.891602
	Iteration 54Q: 3 clusters Score -6106890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -6106904.000000 Penalty: 5400.891602
	Iteration 55Q: 3 clusters Score -6106904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -6106910.500000 Penalty: 5400.891602
	Iteration 56Q: 3 clusters Score -6106910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -6106925.000000 Penalty: 5400.891602
	Iteration 57Q: 3 clusters Score -6106925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -6106933.500000 Penalty: 5400.891602
	Iteration 58Q: 3 clusters Score -6106934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -6106939.000000 Penalty: 5400.891602
	Iteration 59Q: 3 clusters Score -6106939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -6106941.000000 Penalty: 5400.891602
	Iteration 60F: 3 clusters Score -6106941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -6106944.000000 Penalty: 5400.891602
	Iteration 61Q: 3 clusters Score -6106944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -6106941.000000 Penalty: 5400.891602
	Iteration 62Q: 3 clusters Score -6106941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -6106945.500000 Penalty: 5400.891602
	Iteration 63Q: 3 clusters Score -6106946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -6106948.500000 Penalty: 5400.891602
	Iteration 64Q: 3 clusters Score -6106948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -6106951.000000 Penalty: 5400.891602
	Iteration 65Q: 3 clusters Score -6106951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -6106951.000000 Penalty: 5400.891602
	Iteration 66Q: 3 clusters Score -6106951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -6106952.000000 Penalty: 5400.891602
	Iteration 67Q: 3 clusters Score -6106952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -6106949.000000 Penalty: 5400.891602
	Iteration 68Q: 3 clusters Score -6106949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -6106954.000000 Penalty: 5400.891602
	Iteration 69Q: 3 clusters Score -6106954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -6106951.000000 Penalty: 5400.891602
	Iteration 70Q: 3 clusters Score -6106951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -6106955.500000 Penalty: 5400.891602
	Iteration 71Q: 3 clusters Score -6106956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -6106959.500000 Penalty: 5400.891602
	Iteration 72Q: 3 clusters Score -6106960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -6106959.500000 Penalty: 5400.891602
	Iteration 73F: 3 clusters Score -6106960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -93224.273438 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -93224.27 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 447 members 
Entering Unmasked Estep 
Score: -91389.593750 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -91389.59 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91681.781250 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -91681.78 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91750.851562 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -91750.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91787.359375 Penalty: 3365.090820
	Iteration 3Q: 3 clusters Score -91787.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91812.945312 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -91812.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91844.617188 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -91844.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91872.132812 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -91872.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91903.125000 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -91903.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91934.187500 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -91934.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -91973.789062 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -91973.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -92002.718750 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -92002.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -92039.937500 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -92039.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92091.671875 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -92091.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92155.953125 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -92155.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92199.382812 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -92199.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -92239.914062 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -92239.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -92291.148438 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -92291.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92355.578125 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -92355.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -92392.757812 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -92392.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92411.726562 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -92411.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -92429.765625 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -92429.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92433.804688 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -92433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92437.257812 Penalty: 3365.090820
	Iteration 22Q: 3 clusters Score -92437.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -92440.882812 Penalty: 3365.090820
	Iteration 23Q: 3 clusters Score -92440.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92445.148438 Penalty: 3365.090820
	Iteration 24Q: 3 clusters Score -92445.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -92458.257812 Penalty: 3365.090820
	Iteration 25Q: 3 clusters Score -92458.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -92486.882812 Penalty: 3365.090820
	Iteration 26Q: 3 clusters Score -92486.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92507.835938 Penalty: 3365.090820
	Iteration 27Q: 3 clusters Score -92507.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -92522.359375 Penalty: 3365.090820
	Iteration 28Q: 3 clusters Score -92522.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92538.437500 Penalty: 3365.090820
	Iteration 29Q: 3 clusters Score -92538.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92541.734375 Penalty: 3365.090820
	Iteration 30Q: 3 clusters Score -92541.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -92546.570312 Penalty: 3365.090820
	Iteration 31Q: 3 clusters Score -92546.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -92546.570312 Penalty: 3365.090820
	Iteration 32F: 3 clusters Score -92546.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Entering Unmasked Estep 
Score: -251436.906250 Penalty: 1925.440063
	Iteration 0F: 2 clusters Score -251436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -248598.671875 Penalty: 3850.880127
	Iteration 0F: 3 clusters Score -248598.7 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -249136.656250 Penalty: 3850.880127
	Iteration 1F: 3 clusters Score -249136.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -249319.812500 Penalty: 3850.880127
	Iteration 2F: 3 clusters Score -249319.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -249481.265625 Penalty: 3850.880127
	Iteration 3F: 3 clusters Score -249481.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -249649.531250 Penalty: 3850.880127
	Iteration 4F: 3 clusters Score -249649.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -249764.687500 Penalty: 3850.880127
	Iteration 5Q: 3 clusters Score -249764.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -249876.687500 Penalty: 3850.880127
	Iteration 6Q: 3 clusters Score -249876.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -249984.359375 Penalty: 3850.880127
	Iteration 7Q: 3 clusters Score -249984.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -250108.343750 Penalty: 3850.880127
	Iteration 8Q: 3 clusters Score -250108.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -250207.265625 Penalty: 3850.880127
	Iteration 9Q: 3 clusters Score -250207.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -250288.093750 Penalty: 3850.880127
	Iteration 10Q: 3 clusters Score -250288.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -250342.890625 Penalty: 3850.880127
	Iteration 11Q: 3 clusters Score -250342.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -250373.203125 Penalty: 3850.880127
	Iteration 12Q: 3 clusters Score -250373.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -250405.203125 Penalty: 3850.880127
	Iteration 13Q: 3 clusters Score -250405.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -250421.156250 Penalty: 3850.880127
	Iteration 14Q: 3 clusters Score -250421.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -250426.218750 Penalty: 3850.880127
	Iteration 15Q: 3 clusters Score -250426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -250428.421875 Penalty: 3850.880127
	Iteration 16Q: 3 clusters Score -250428.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -250432.906250 Penalty: 3850.880127
	Iteration 17Q: 3 clusters Score -250432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -250435.203125 Penalty: 3850.880127
	Iteration 18Q: 3 clusters Score -250435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -250436.953125 Penalty: 3850.880127
	Iteration 19Q: 3 clusters Score -250437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -250437.656250 Penalty: 3850.880127
	Iteration 20F: 3 clusters Score -250437.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -250439.046875 Penalty: 3850.880127
	Iteration 21Q: 3 clusters Score -250439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -250439.265625 Penalty: 3850.880127
	Iteration 22Q: 3 clusters Score -250439.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -250439.265625 Penalty: 3850.880127
	Iteration 23F: 3 clusters Score -250439.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Entering Unmasked Estep 
Score: -2299814.750000 Penalty: 2454.859131
	Iteration 0F: 2 clusters Score -2299815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2285796.250000 Penalty: 4909.718262
	Iteration 0F: 3 clusters Score -2285796 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2290367.250000 Penalty: 4909.718262
	Iteration 1F: 3 clusters Score -2290367 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2290706.250000 Penalty: 4909.718262
	Iteration 2F: 3 clusters Score -2290706 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2290971.000000 Penalty: 4909.718262
	Iteration 3Q: 3 clusters Score -2290971 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2291201.500000 Penalty: 4909.718262
	Iteration 4Q: 3 clusters Score -2291202 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2291441.250000 Penalty: 4909.718262
	Iteration 5Q: 3 clusters Score -2291441 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2291718.750000 Penalty: 4909.718262
	Iteration 6Q: 3 clusters Score -2291719 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2292023.000000 Penalty: 4909.718262
	Iteration 7Q: 3 clusters Score -2292023 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2292432.750000 Penalty: 4909.718262
	Iteration 8Q: 3 clusters Score -2292433 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2292977.000000 Penalty: 4909.718262
	Iteration 9Q: 3 clusters Score -2292977 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2293690.500000 Penalty: 4909.718262
	Iteration 10F: 3 clusters Score -2293690 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2294572.500000 Penalty: 4909.718262
	Iteration 11F: 3 clusters Score -2294572 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2295447.000000 Penalty: 4909.718262
	Iteration 12F: 3 clusters Score -2295447 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2296151.500000 Penalty: 4909.718262
	Iteration 13Q: 3 clusters Score -2296152 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2296648.000000 Penalty: 4909.718262
	Iteration 14Q: 3 clusters Score -2296648 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2297031.250000 Penalty: 4909.718262
	Iteration 15Q: 3 clusters Score -2297031 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2297274.250000 Penalty: 4909.718262
	Iteration 16Q: 3 clusters Score -2297274 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2297423.750000 Penalty: 4909.718262
	Iteration 17Q: 3 clusters Score -2297424 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2297510.250000 Penalty: 4909.718262
	Iteration 18Q: 3 clusters Score -2297510 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2297571.250000 Penalty: 4909.718262
	Iteration 19Q: 3 clusters Score -2297571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2297624.750000 Penalty: 4909.718262
	Iteration 20F: 3 clusters Score -2297625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2297643.000000 Penalty: 4909.718262
	Iteration 21Q: 3 clusters Score -2297643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2297667.250000 Penalty: 4909.718262
	Iteration 22Q: 3 clusters Score -2297667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2297684.500000 Penalty: 4909.718262
	Iteration 23Q: 3 clusters Score -2297684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2297693.000000 Penalty: 4909.718262
	Iteration 24Q: 3 clusters Score -2297693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2297707.250000 Penalty: 4909.718262
	Iteration 25Q: 3 clusters Score -2297707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2297719.500000 Penalty: 4909.718262
	Iteration 26Q: 3 clusters Score -2297720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2297739.000000 Penalty: 4909.718262
	Iteration 27Q: 3 clusters Score -2297739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2297744.500000 Penalty: 4909.718262
	Iteration 28Q: 3 clusters Score -2297744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2297754.250000 Penalty: 4909.718262
	Iteration 29Q: 3 clusters Score -2297754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2297762.500000 Penalty: 4909.718262
	Iteration 30Q: 3 clusters Score -2297762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2297765.500000 Penalty: 4909.718262
	Iteration 31Q: 3 clusters Score -2297766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2297767.500000 Penalty: 4909.718262
	Iteration 32Q: 3 clusters Score -2297768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2297771.500000 Penalty: 4909.718262
	Iteration 33Q: 3 clusters Score -2297772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2297773.000000 Penalty: 4909.718262
	Iteration 34Q: 3 clusters Score -2297773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2297773.750000 Penalty: 4909.718262
	Iteration 35Q: 3 clusters Score -2297774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2297773.750000 Penalty: 4909.718262
	Iteration 36F: 3 clusters Score -2297774 nChanged 0
--- Evaluating fit on full set of 1898308 points ---
Entering Unmasked Estep 
Score: -211679296.000000 Penalty: 68118.906250
22->20 Clusters: Score -211679296.000000, best is -211680848.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 632769 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 28767 members 
Mstep: Class 3 contains 28583 members 
Mstep: Class 4 contains 28765 members 
Mstep: Class 5 contains 28615 members 
Mstep: Class 6 contains 29015 members 
Mstep: Class 7 contains 29044 members 
Mstep: Class 8 contains 28626 members 
Mstep: Class 9 contains 28795 members 
Mstep: Class 10 contains 28800 members 
Mstep: Class 11 contains 28725 members 
Mstep: Class 12 contains 28721 members 
Mstep: Class 13 contains 29037 members 
Mstep: Class 14 contains 28738 members 
Mstep: Class 15 contains 28750 members 
Mstep: Class 16 contains 28575 members 
Mstep: Class 17 contains 28471 members 
Mstep: Class 18 contains 28743 members 
Mstep: Class 19 contains 28866 members 
Mstep: Class 20 contains 28970 members 
Mstep: Class 21 contains 28713 members 
Mstep: Class 22 contains 28621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 103.487793 but Gain 3312.750000
Score: -67393304.000000 Penalty: 69567.734375
Iteration 0F: 22 clusters Score -6.73933e+07 nChanged 599415
Entering Unmasked Mstep 
Mstep: Class 0 contains 2121 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 3 contains 25104 members 
Mstep: Class 4 contains 48280 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 48941 members 
Mstep: Class 9 contains 42392 members 
Mstep: Class 10 contains 26051 members 
Mstep: Class 11 contains 181941 members 
Mstep: Class 12 contains 71076 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 24455 members 
Mstep: Class 15 contains 21933 members 
Mstep: Class 16 contains 30001 members 
Mstep: Class 17 contains 27194 members 
Mstep: Class 18 contains 7400 members 
Mstep: Class 19 contains 21620 members 
Mstep: Class 20 contains 10381 members 
Mstep: Class 21 contains 14066 members 
Mstep: Class 22 contains 4945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1683.475098 but Gain 3312.742188
Score: -69868008.000000 Penalty: 66254.992188
Iteration 1F: 21 clusters Score -6.986801e+07 nChanged 187792
Entering Unmasked Mstep 
Mstep: Class 0 contains 1573 members 
Mstep: Class 3 contains 19717 members 
Mstep: Class 4 contains 45059 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 2576 members 
Mstep: Class 8 contains 48465 members 
Mstep: Class 9 contains 29366 members 
Mstep: Class 10 contains 25240 members 
Mstep: Class 11 contains 256580 members 
Mstep: Class 12 contains 71198 members 
Mstep: Class 13 contains 7945 members 
Mstep: Class 14 contains 19550 members 
Mstep: Class 15 contains 18445 members 
Mstep: Class 16 contains 23680 members 
Mstep: Class 17 contains 20850 members 
Mstep: Class 18 contains 4095 members 
Mstep: Class 19 contains 13990 members 
Mstep: Class 20 contains 7000 members 
Mstep: Class 21 contains 9836 members 
Mstep: Class 22 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70216976.000000 Penalty: 66254.992188
Iteration 2F: 21 clusters Score -7.021698e+07 nChanged 135473
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 3 contains 19801 members 
Mstep: Class 4 contains 36200 members 
Mstep: Class 5 contains 3976 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 40333 members 
Mstep: Class 9 contains 16407 members 
Mstep: Class 10 contains 22835 members 
Mstep: Class 11 contains 320409 members 
Mstep: Class 12 contains 66677 members 
Mstep: Class 13 contains 5527 members 
Mstep: Class 14 contains 13839 members 
Mstep: Class 15 contains 14012 members 
Mstep: Class 16 contains 22796 members 
Mstep: Class 17 contains 14129 members 
Mstep: Class 18 contains 4156 members 
Mstep: Class 19 contains 8009 members 
Mstep: Class 20 contains 5404 members 
Mstep: Class 21 contains 11309 members 
Mstep: Class 22 contains 2768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70405856.000000 Penalty: 66254.992188
Iteration 3F: 21 clusters Score -7.040586e+07 nChanged 96062
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 3 contains 21593 members 
Mstep: Class 4 contains 27446 members 
Mstep: Class 5 contains 4512 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 31351 members 
Mstep: Class 9 contains 8723 members 
Mstep: Class 10 contains 21134 members 
Mstep: Class 11 contains 367655 members 
Mstep: Class 12 contains 58664 members 
Mstep: Class 13 contains 4317 members 
Mstep: Class 14 contains 10143 members 
Mstep: Class 15 contains 11115 members 
Mstep: Class 16 contains 24448 members 
Mstep: Class 17 contains 9419 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 4598 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 11373 members 
Mstep: Class 22 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2769.178467 but Gain 3312.753906
Score: -70462072.000000 Penalty: 62942.238281
Iteration 4F: 20 clusters Score -7.046207e+07 nChanged 70404
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 23788 members 
Mstep: Class 4 contains 21925 members 
Mstep: Class 5 contains 5649 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 1568 members 
Mstep: Class 8 contains 25821 members 
Mstep: Class 9 contains 4821 members 
Mstep: Class 10 contains 20938 members 
Mstep: Class 11 contains 395013 members 
Mstep: Class 12 contains 50875 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 9069 members 
Mstep: Class 15 contains 10183 members 
Mstep: Class 16 contains 25853 members 
Mstep: Class 17 contains 6981 members 
Mstep: Class 18 contains 6913 members 
Mstep: Class 20 contains 4541 members 
Mstep: Class 21 contains 10879 members 
Mstep: Class 22 contains 3001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2501.318848 but Gain 3312.750000
Score: -70518504.000000 Penalty: 59629.488281
Iteration 5F: 19 clusters Score -7.05185e+07 nChanged 53838
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 25751 members 
Mstep: Class 4 contains 18301 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 1361 members 
Mstep: Class 8 contains 22626 members 
Mstep: Class 10 contains 20766 members 
Mstep: Class 11 contains 411467 members 
Mstep: Class 12 contains 43385 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 9323 members 
Mstep: Class 15 contains 9978 members 
Mstep: Class 16 contains 26321 members 
Mstep: Class 17 contains 5750 members 
Mstep: Class 18 contains 8234 members 
Mstep: Class 20 contains 4382 members 
Mstep: Class 21 contains 10379 members 
Mstep: Class 22 contains 3000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70556200.000000 Penalty: 59629.488281
Iteration 6F: 19 clusters Score -7.05562e+07 nChanged 39018
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 27151 members 
Mstep: Class 4 contains 16484 members 
Mstep: Class 5 contains 8758 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 21076 members 
Mstep: Class 10 contains 20405 members 
Mstep: Class 11 contains 418788 members 
Mstep: Class 12 contains 37108 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 10645 members 
Mstep: Class 15 contains 9918 members 
Mstep: Class 16 contains 25693 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 9227 members 
Mstep: Class 20 contains 4072 members 
Mstep: Class 21 contains 9824 members 
Mstep: Class 22 contains 3001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70584544.000000 Penalty: 59629.488281
Iteration 7F: 19 clusters Score -7.058454e+07 nChanged 31442
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 28480 members 
Mstep: Class 4 contains 15619 members 
Mstep: Class 5 contains 10531 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 8 contains 20419 members 
Mstep: Class 10 contains 19900 members 
Mstep: Class 11 contains 422166 members 
Mstep: Class 12 contains 32392 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 12491 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 24808 members 
Mstep: Class 17 contains 4891 members 
Mstep: Class 18 contains 9992 members 
Mstep: Class 20 contains 3622 members 
Mstep: Class 21 contains 9410 members 
Mstep: Class 22 contains 3001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70604464.000000 Penalty: 59629.488281
Iteration 8Q: 19 clusters Score -7.060446e+07 nChanged 26105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 29607 members 
Mstep: Class 4 contains 15388 members 
Mstep: Class 5 contains 12700 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 20300 members 
Mstep: Class 10 contains 19403 members 
Mstep: Class 11 contains 422354 members 
Mstep: Class 12 contains 29201 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 14713 members 
Mstep: Class 15 contains 9593 members 
Mstep: Class 16 contains 23844 members 
Mstep: Class 17 contains 4849 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 20 contains 3123 members 
Mstep: Class 21 contains 9235 members 
Mstep: Class 22 contains 2999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3070.784912 but Gain 3312.750000
Score: -70621136.000000 Penalty: 56316.738281
Iteration 9Q: 18 clusters Score -7.062114e+07 nChanged 24844
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 30455 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 15552 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 20764 members 
Mstep: Class 10 contains 18949 members 
Mstep: Class 11 contains 421437 members 
Mstep: Class 12 contains 26947 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 17860 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 22879 members 
Mstep: Class 17 contains 4852 members 
Mstep: Class 18 contains 11344 members 
Mstep: Class 21 contains 9183 members 
Mstep: Class 22 contains 3000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70637704.000000 Penalty: 56316.738281
Iteration 10Q: 18 clusters Score -7.06377e+07 nChanged 20105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 31076 members 
Mstep: Class 4 contains 15929 members 
Mstep: Class 5 contains 18518 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 21488 members 
Mstep: Class 10 contains 18578 members 
Mstep: Class 11 contains 418107 members 
Mstep: Class 12 contains 24843 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 20439 members 
Mstep: Class 15 contains 8837 members 
Mstep: Class 16 contains 21960 members 
Mstep: Class 17 contains 4857 members 
Mstep: Class 18 contains 11557 members 
Mstep: Class 21 contains 9196 members 
Mstep: Class 22 contains 3003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70647984.000000 Penalty: 56316.738281
Iteration 11Q: 18 clusters Score -7.064798e+07 nChanged 18194
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 31511 members 
Mstep: Class 4 contains 16454 members 
Mstep: Class 5 contains 21740 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 8 contains 22469 members 
Mstep: Class 10 contains 18283 members 
Mstep: Class 11 contains 413927 members 
Mstep: Class 12 contains 23065 members 
Mstep: Class 13 contains 2196 members 
Mstep: Class 14 contains 23007 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 21053 members 
Mstep: Class 17 contains 4907 members 
Mstep: Class 18 contains 11570 members 
Mstep: Class 21 contains 9293 members 
Mstep: Class 22 contains 3005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70655840.000000 Penalty: 56316.738281
Iteration 12Q: 18 clusters Score -7.065584e+07 nChanged 16419
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 31810 members 
Mstep: Class 4 contains 17192 members 
Mstep: Class 5 contains 25048 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 691 members 
Mstep: Class 8 contains 23673 members 
Mstep: Class 10 contains 18102 members 
Mstep: Class 11 contains 409171 members 
Mstep: Class 12 contains 21546 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 25377 members 
Mstep: Class 15 contains 7765 members 
Mstep: Class 16 contains 20236 members 
Mstep: Class 17 contains 4983 members 
Mstep: Class 18 contains 11472 members 
Mstep: Class 21 contains 9373 members 
Mstep: Class 22 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70663176.000000 Penalty: 56316.738281
Iteration 13Q: 18 clusters Score -7.066318e+07 nChanged 15053
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 32016 members 
Mstep: Class 4 contains 17982 members 
Mstep: Class 5 contains 28256 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 25048 members 
Mstep: Class 10 contains 18054 members 
Mstep: Class 11 contains 404058 members 
Mstep: Class 12 contains 20330 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 27623 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 19474 members 
Mstep: Class 17 contains 5105 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 21 contains 9481 members 
Mstep: Class 22 contains 3010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70671648.000000 Penalty: 56316.738281
Iteration 14Q: 18 clusters Score -7.067165e+07 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 32045 members 
Mstep: Class 4 contains 18751 members 
Mstep: Class 5 contains 31170 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 695 members 
Mstep: Class 8 contains 26398 members 
Mstep: Class 10 contains 18054 members 
Mstep: Class 11 contains 399390 members 
Mstep: Class 12 contains 19351 members 
Mstep: Class 13 contains 1851 members 
Mstep: Class 14 contains 29592 members 
Mstep: Class 15 contains 6701 members 
Mstep: Class 16 contains 18758 members 
Mstep: Class 17 contains 5250 members 
Mstep: Class 18 contains 10877 members 
Mstep: Class 21 contains 9601 members 
Mstep: Class 22 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70678184.000000 Penalty: 56316.738281
Iteration 15Q: 18 clusters Score -7.067818e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 32024 members 
Mstep: Class 4 contains 19568 members 
Mstep: Class 5 contains 33713 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 698 members 
Mstep: Class 8 contains 27740 members 
Mstep: Class 10 contains 18058 members 
Mstep: Class 11 contains 394981 members 
Mstep: Class 12 contains 18625 members 
Mstep: Class 13 contains 1786 members 
Mstep: Class 14 contains 31326 members 
Mstep: Class 15 contains 6267 members 
Mstep: Class 16 contains 18087 members 
Mstep: Class 17 contains 5402 members 
Mstep: Class 18 contains 10519 members 
Mstep: Class 21 contains 9690 members 
Mstep: Class 22 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70683184.000000 Penalty: 56316.738281
Iteration 16Q: 18 clusters Score -7.068318e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 31965 members 
Mstep: Class 4 contains 20438 members 
Mstep: Class 5 contains 35976 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 711 members 
Mstep: Class 8 contains 29059 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 390837 members 
Mstep: Class 12 contains 18030 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 14 contains 32821 members 
Mstep: Class 15 contains 5921 members 
Mstep: Class 16 contains 17465 members 
Mstep: Class 17 contains 5567 members 
Mstep: Class 18 contains 10151 members 
Mstep: Class 21 contains 9736 members 
Mstep: Class 22 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70687072.000000 Penalty: 56316.738281
Iteration 17Q: 18 clusters Score -7.068707e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 31897 members 
Mstep: Class 4 contains 21246 members 
Mstep: Class 5 contains 37864 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 30292 members 
Mstep: Class 10 contains 18130 members 
Mstep: Class 11 contains 387116 members 
Mstep: Class 12 contains 17587 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 14 contains 34154 members 
Mstep: Class 15 contains 5620 members 
Mstep: Class 16 contains 16877 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 9813 members 
Mstep: Class 21 contains 9769 members 
Mstep: Class 22 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70689880.000000 Penalty: 56316.738281
Iteration 18Q: 18 clusters Score -7.068988e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 31809 members 
Mstep: Class 4 contains 21999 members 
Mstep: Class 5 contains 39560 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 31408 members 
Mstep: Class 10 contains 18176 members 
Mstep: Class 11 contains 383663 members 
Mstep: Class 12 contains 17296 members 
Mstep: Class 13 contains 1623 members 
Mstep: Class 14 contains 35364 members 
Mstep: Class 15 contains 5348 members 
Mstep: Class 16 contains 16352 members 
Mstep: Class 17 contains 5900 members 
Mstep: Class 18 contains 9484 members 
Mstep: Class 21 contains 9783 members 
Mstep: Class 22 contains 3010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70692712.000000 Penalty: 56316.738281
Iteration 19Q: 18 clusters Score -7.069271e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 31750 members 
Mstep: Class 4 contains 22714 members 
Mstep: Class 5 contains 41055 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 32391 members 
Mstep: Class 10 contains 18241 members 
Mstep: Class 11 contains 380490 members 
Mstep: Class 12 contains 17091 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 36450 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 16 contains 15851 members 
Mstep: Class 17 contains 6058 members 
Mstep: Class 18 contains 9172 members 
Mstep: Class 21 contains 9769 members 
Mstep: Class 22 contains 3010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70694960.000000 Penalty: 56316.738281
Iteration 20F: 18 clusters Score -7.069496e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 31706 members 
Mstep: Class 4 contains 23408 members 
Mstep: Class 5 contains 42857 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 753 members 
Mstep: Class 8 contains 33541 members 
Mstep: Class 10 contains 18300 members 
Mstep: Class 11 contains 376627 members 
Mstep: Class 12 contains 16856 members 
Mstep: Class 13 contains 1533 members 
Mstep: Class 14 contains 37701 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 15348 members 
Mstep: Class 17 contains 6312 members 
Mstep: Class 18 contains 8813 members 
Mstep: Class 21 contains 9737 members 
Mstep: Class 22 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70696768.000000 Penalty: 56316.738281
Iteration 21Q: 18 clusters Score -7.069677e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 31701 members 
Mstep: Class 4 contains 24096 members 
Mstep: Class 5 contains 44467 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 768 members 
Mstep: Class 8 contains 34698 members 
Mstep: Class 10 contains 18397 members 
Mstep: Class 11 contains 372921 members 
Mstep: Class 12 contains 16687 members 
Mstep: Class 13 contains 1487 members 
Mstep: Class 14 contains 38827 members 
Mstep: Class 15 contains 4863 members 
Mstep: Class 16 contains 14881 members 
Mstep: Class 17 contains 6508 members 
Mstep: Class 18 contains 8491 members 
Mstep: Class 21 contains 9692 members 
Mstep: Class 22 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70697856.000000 Penalty: 56316.738281
Iteration 22Q: 18 clusters Score -7.069786e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31679 members 
Mstep: Class 4 contains 24784 members 
Mstep: Class 5 contains 45970 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 766 members 
Mstep: Class 8 contains 35821 members 
Mstep: Class 10 contains 18506 members 
Mstep: Class 11 contains 369432 members 
Mstep: Class 12 contains 16569 members 
Mstep: Class 13 contains 1451 members 
Mstep: Class 14 contains 39771 members 
Mstep: Class 15 contains 4743 members 
Mstep: Class 16 contains 14459 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 21 contains 9649 members 
Mstep: Class 22 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70701552.000000 Penalty: 56316.738281
Iteration 23Q: 18 clusters Score -7.070155e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31603 members 
Mstep: Class 4 contains 25371 members 
Mstep: Class 5 contains 47247 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 36835 members 
Mstep: Class 10 contains 18596 members 
Mstep: Class 11 contains 366633 members 
Mstep: Class 12 contains 16454 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 40505 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 14021 members 
Mstep: Class 17 contains 6805 members 
Mstep: Class 18 contains 7970 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 3009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70704352.000000 Penalty: 56316.738281
Iteration 24Q: 18 clusters Score -7.070435e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31490 members 
Mstep: Class 4 contains 25897 members 
Mstep: Class 5 contains 48354 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 37768 members 
Mstep: Class 10 contains 18667 members 
Mstep: Class 11 contains 364314 members 
Mstep: Class 12 contains 16361 members 
Mstep: Class 13 contains 1419 members 
Mstep: Class 14 contains 41125 members 
Mstep: Class 15 contains 4525 members 
Mstep: Class 16 contains 13588 members 
Mstep: Class 17 contains 6901 members 
Mstep: Class 18 contains 7738 members 
Mstep: Class 21 contains 9567 members 
Mstep: Class 22 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70706496.000000 Penalty: 56316.738281
Iteration 25Q: 18 clusters Score -7.07065e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31362 members 
Mstep: Class 4 contains 26348 members 
Mstep: Class 5 contains 49271 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 38657 members 
Mstep: Class 10 contains 18749 members 
Mstep: Class 11 contains 362313 members 
Mstep: Class 12 contains 16285 members 
Mstep: Class 13 contains 1387 members 
Mstep: Class 14 contains 41663 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 13178 members 
Mstep: Class 17 contains 6985 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 21 contains 9524 members 
Mstep: Class 22 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70708296.000000 Penalty: 56316.738281
Iteration 26Q: 18 clusters Score -7.07083e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31279 members 
Mstep: Class 4 contains 26752 members 
Mstep: Class 5 contains 50080 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 771 members 
Mstep: Class 8 contains 39391 members 
Mstep: Class 10 contains 18807 members 
Mstep: Class 11 contains 360609 members 
Mstep: Class 12 contains 16225 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 42107 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 12790 members 
Mstep: Class 17 contains 7085 members 
Mstep: Class 18 contains 7370 members 
Mstep: Class 21 contains 9458 members 
Mstep: Class 22 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70710440.000000 Penalty: 56316.738281
Iteration 27Q: 18 clusters Score -7.071044e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31225 members 
Mstep: Class 4 contains 27131 members 
Mstep: Class 5 contains 50771 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 8 contains 40052 members 
Mstep: Class 10 contains 18866 members 
Mstep: Class 11 contains 359160 members 
Mstep: Class 12 contains 16174 members 
Mstep: Class 13 contains 1335 members 
Mstep: Class 14 contains 42491 members 
Mstep: Class 15 contains 4358 members 
Mstep: Class 16 contains 12367 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 7210 members 
Mstep: Class 21 contains 9391 members 
Mstep: Class 22 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70712144.000000 Penalty: 56316.738281
Iteration 28Q: 18 clusters Score -7.071214e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31218 members 
Mstep: Class 4 contains 27505 members 
Mstep: Class 5 contains 51322 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 40660 members 
Mstep: Class 10 contains 18935 members 
Mstep: Class 11 contains 357830 members 
Mstep: Class 12 contains 16131 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 42833 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 11990 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 7058 members 
Mstep: Class 21 contains 9314 members 
Mstep: Class 22 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70713352.000000 Penalty: 56316.738281
Iteration 29Q: 18 clusters Score -7.071335e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31240 members 
Mstep: Class 4 contains 27839 members 
Mstep: Class 5 contains 51800 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 41169 members 
Mstep: Class 10 contains 18999 members 
Mstep: Class 11 contains 356739 members 
Mstep: Class 12 contains 16100 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 43120 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 16 contains 11634 members 
Mstep: Class 17 contains 7320 members 
Mstep: Class 18 contains 6927 members 
Mstep: Class 21 contains 9228 members 
Mstep: Class 22 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70714320.000000 Penalty: 56316.738281
Iteration 30Q: 18 clusters Score -7.071432e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31285 members 
Mstep: Class 4 contains 28128 members 
Mstep: Class 5 contains 52185 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 41651 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 355781 members 
Mstep: Class 12 contains 16080 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 43363 members 
Mstep: Class 15 contains 4255 members 
Mstep: Class 16 contains 11300 members 
Mstep: Class 17 contains 7364 members 
Mstep: Class 18 contains 6806 members 
Mstep: Class 21 contains 9143 members 
Mstep: Class 22 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70715448.000000 Penalty: 56316.738281
Iteration 31Q: 18 clusters Score -7.071545e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31346 members 
Mstep: Class 4 contains 28391 members 
Mstep: Class 5 contains 52518 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 42077 members 
Mstep: Class 10 contains 19092 members 
Mstep: Class 11 contains 354959 members 
Mstep: Class 12 contains 16056 members 
Mstep: Class 13 contains 1313 members 
Mstep: Class 14 contains 43555 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 10952 members 
Mstep: Class 17 contains 7422 members 
Mstep: Class 18 contains 6724 members 
Mstep: Class 21 contains 9081 members 
Mstep: Class 22 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70716280.000000 Penalty: 56316.738281
Iteration 32Q: 18 clusters Score -7.071628e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31439 members 
Mstep: Class 4 contains 28638 members 
Mstep: Class 5 contains 52842 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 775 members 
Mstep: Class 8 contains 42463 members 
Mstep: Class 10 contains 19119 members 
Mstep: Class 11 contains 354159 members 
Mstep: Class 12 contains 16041 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 43705 members 
Mstep: Class 15 contains 4192 members 
Mstep: Class 16 contains 10627 members 
Mstep: Class 17 contains 7483 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 21 contains 9025 members 
Mstep: Class 22 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70717168.000000 Penalty: 56316.738281
Iteration 33Q: 18 clusters Score -7.071717e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31548 members 
Mstep: Class 4 contains 28849 members 
Mstep: Class 5 contains 53085 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 42811 members 
Mstep: Class 10 contains 19152 members 
Mstep: Class 11 contains 353485 members 
Mstep: Class 12 contains 16029 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 43851 members 
Mstep: Class 15 contains 4156 members 
Mstep: Class 16 contains 10304 members 
Mstep: Class 17 contains 7536 members 
Mstep: Class 18 contains 6616 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70717912.000000 Penalty: 56316.738281
Iteration 34Q: 18 clusters Score -7.071791e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31653 members 
Mstep: Class 4 contains 29023 members 
Mstep: Class 5 contains 53304 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 771 members 
Mstep: Class 8 contains 43147 members 
Mstep: Class 10 contains 19196 members 
Mstep: Class 11 contains 352839 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 1316 members 
Mstep: Class 14 contains 43998 members 
Mstep: Class 15 contains 4135 members 
Mstep: Class 16 contains 10022 members 
Mstep: Class 17 contains 7573 members 
Mstep: Class 18 contains 6565 members 
Mstep: Class 21 contains 8918 members 
Mstep: Class 22 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70718632.000000 Penalty: 56316.738281
Iteration 35Q: 18 clusters Score -7.071863e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31793 members 
Mstep: Class 4 contains 29203 members 
Mstep: Class 5 contains 53517 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 43490 members 
Mstep: Class 10 contains 19229 members 
Mstep: Class 11 contains 352239 members 
Mstep: Class 12 contains 16015 members 
Mstep: Class 13 contains 1314 members 
Mstep: Class 14 contains 44090 members 
Mstep: Class 15 contains 4110 members 
Mstep: Class 16 contains 9748 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 6502 members 
Mstep: Class 21 contains 8854 members 
Mstep: Class 22 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70719176.000000 Penalty: 56316.738281
Iteration 36Q: 18 clusters Score -7.071918e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 31939 members 
Mstep: Class 4 contains 29363 members 
Mstep: Class 5 contains 53711 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 770 members 
Mstep: Class 8 contains 43795 members 
Mstep: Class 10 contains 19251 members 
Mstep: Class 11 contains 351689 members 
Mstep: Class 12 contains 16008 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 44173 members 
Mstep: Class 15 contains 4091 members 
Mstep: Class 16 contains 9480 members 
Mstep: Class 17 contains 7660 members 
Mstep: Class 18 contains 6456 members 
Mstep: Class 21 contains 8784 members 
Mstep: Class 22 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70719560.000000 Penalty: 56316.738281
Iteration 37Q: 18 clusters Score -7.071956e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 32111 members 
Mstep: Class 4 contains 29532 members 
Mstep: Class 5 contains 53857 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 770 members 
Mstep: Class 8 contains 44049 members 
Mstep: Class 10 contains 19264 members 
Mstep: Class 11 contains 351239 members 
Mstep: Class 12 contains 15994 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 44230 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 9226 members 
Mstep: Class 17 contains 7707 members 
Mstep: Class 18 contains 6413 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70720016.000000 Penalty: 56316.738281
Iteration 38Q: 18 clusters Score -7.072002e+07 nChanged 1241
Entering ConstructFrom: 
Score: -70720016.000000 Penalty: 56316.738281
Entering ConstructFrom: 
Trying to split cluster 3 (32273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Entering Unmasked Estep 
Score: -3630708.000000 Penalty: 2574.732666
	Iteration 0F: 2 clusters Score -3630708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3608759.000000 Penalty: 5149.465332
	Iteration 0F: 3 clusters Score -3608759 nChanged 14571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3616558.250000 Penalty: 5149.465332
	Iteration 1F: 3 clusters Score -3616558 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3616982.250000 Penalty: 5149.465332
	Iteration 2Q: 3 clusters Score -3616982 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3617380.250000 Penalty: 5149.465332
	Iteration 3Q: 3 clusters Score -3617380 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -3617829.500000 Penalty: 5149.465332
	Iteration 4Q: 3 clusters Score -3617830 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3618420.500000 Penalty: 5149.465332
	Iteration 5Q: 3 clusters Score -3618420 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -3619353.750000 Penalty: 5149.465332
	Iteration 6F: 3 clusters Score -3619354 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3620844.250000 Penalty: 5149.465332
	Iteration 7F: 3 clusters Score -3620844 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3622917.000000 Penalty: 5149.465332
	Iteration 8F: 3 clusters Score -3622917 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3625224.750000 Penalty: 5149.465332
	Iteration 9F: 3 clusters Score -3625225 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -3626958.500000 Penalty: 5149.465332
	Iteration 10F: 3 clusters Score -3626958 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -3627841.000000 Penalty: 5149.465332
	Iteration 11Q: 3 clusters Score -3627841 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -3628202.500000 Penalty: 5149.465332
	Iteration 12Q: 3 clusters Score -3628202 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -3628364.250000 Penalty: 5149.465332
	Iteration 13Q: 3 clusters Score -3628364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3628452.000000 Penalty: 5149.465332
	Iteration 14Q: 3 clusters Score -3628452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3628497.000000 Penalty: 5149.465332
	Iteration 15Q: 3 clusters Score -3628497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -3628521.500000 Penalty: 5149.465332
	Iteration 16Q: 3 clusters Score -3628522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -3628533.000000 Penalty: 5149.465332
	Iteration 17Q: 3 clusters Score -3628533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -3628534.000000 Penalty: 5149.465332
	Iteration 18Q: 3 clusters Score -3628534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -3628538.750000 Penalty: 5149.465332
	Iteration 19Q: 3 clusters Score -3628539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -3628542.250000 Penalty: 5149.465332
	Iteration 20F: 3 clusters Score -3628542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -3628548.000000 Penalty: 5149.465332
	Iteration 21Q: 3 clusters Score -3628548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -3628553.750000 Penalty: 5149.465332
	Iteration 22Q: 3 clusters Score -3628554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -3628557.500000 Penalty: 5149.465332
	Iteration 23Q: 3 clusters Score -3628558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -3628562.750000 Penalty: 5149.465332
	Iteration 24Q: 3 clusters Score -3628563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -3628562.750000 Penalty: 5149.465332
	Iteration 25F: 3 clusters Score -3628563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Entering Unmasked Estep 
Score: -3410426.750000 Penalty: 2553.918945
	Iteration 0F: 2 clusters Score -3410427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3390076.500000 Penalty: 5107.837891
	Iteration 0F: 3 clusters Score -3390076 nChanged 13433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3397456.250000 Penalty: 5107.837891
	Iteration 1F: 3 clusters Score -3397456 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3397920.750000 Penalty: 5107.837891
	Iteration 2Q: 3 clusters Score -3397921 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3398358.250000 Penalty: 5107.837891
	Iteration 3Q: 3 clusters Score -3398358 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3398783.500000 Penalty: 5107.837891
	Iteration 4Q: 3 clusters Score -3398784 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3399237.000000 Penalty: 5107.837891
	Iteration 5Q: 3 clusters Score -3399237 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3399706.500000 Penalty: 5107.837891
	Iteration 6Q: 3 clusters Score -3399706 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3400294.750000 Penalty: 5107.837891
	Iteration 7Q: 3 clusters Score -3400295 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3401026.250000 Penalty: 5107.837891
	Iteration 8Q: 3 clusters Score -3401026 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -3401878.000000 Penalty: 5107.837891
	Iteration 9Q: 3 clusters Score -3401878 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3402931.500000 Penalty: 5107.837891
	Iteration 10F: 3 clusters Score -3402932 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3403953.000000 Penalty: 5107.837891
	Iteration 11Q: 3 clusters Score -3403953 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3404777.250000 Penalty: 5107.837891
	Iteration 12Q: 3 clusters Score -3404777 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3405246.500000 Penalty: 5107.837891
	Iteration 13Q: 3 clusters Score -3405246 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3405516.500000 Penalty: 5107.837891
	Iteration 14Q: 3 clusters Score -3405516 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -3405661.000000 Penalty: 5107.837891
	Iteration 15Q: 3 clusters Score -3405661 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3405788.500000 Penalty: 5107.837891
	Iteration 16Q: 3 clusters Score -3405788 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3405888.750000 Penalty: 5107.837891
	Iteration 17Q: 3 clusters Score -3405889 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3405987.250000 Penalty: 5107.837891
	Iteration 18Q: 3 clusters Score -3405987 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3406096.250000 Penalty: 5107.837891
	Iteration 19Q: 3 clusters Score -3406096 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3406215.000000 Penalty: 5107.837891
	Iteration 20F: 3 clusters Score -3406215 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3406364.000000 Penalty: 5107.837891
	Iteration 21Q: 3 clusters Score -3406364 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3406450.500000 Penalty: 5107.837891
	Iteration 22Q: 3 clusters Score -3406450 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3406581.500000 Penalty: 5107.837891
	Iteration 23Q: 3 clusters Score -3406582 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3406715.500000 Penalty: 5107.837891
	Iteration 24Q: 3 clusters Score -3406716 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3406812.500000 Penalty: 5107.837891
	Iteration 25Q: 3 clusters Score -3406812 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3406922.750000 Penalty: 5107.837891
	Iteration 26Q: 3 clusters Score -3406923 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3407033.000000 Penalty: 5107.837891
	Iteration 27Q: 3 clusters Score -3407033 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3407124.500000 Penalty: 5107.837891
	Iteration 28Q: 3 clusters Score -3407124 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3407226.250000 Penalty: 5107.837891
	Iteration 29Q: 3 clusters Score -3407226 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3407320.000000 Penalty: 5107.837891
	Iteration 30Q: 3 clusters Score -3407320 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -3407399.000000 Penalty: 5107.837891
	Iteration 31Q: 3 clusters Score -3407399 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3407507.500000 Penalty: 5107.837891
	Iteration 32Q: 3 clusters Score -3407508 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3407576.250000 Penalty: 5107.837891
	Iteration 33Q: 3 clusters Score -3407576 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3407632.000000 Penalty: 5107.837891
	Iteration 34Q: 3 clusters Score -3407632 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3407700.250000 Penalty: 5107.837891
	Iteration 35Q: 3 clusters Score -3407700 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3407755.250000 Penalty: 5107.837891
	Iteration 36Q: 3 clusters Score -3407755 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3407804.500000 Penalty: 5107.837891
	Iteration 37Q: 3 clusters Score -3407804 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3407870.000000 Penalty: 5107.837891
	Iteration 38Q: 3 clusters Score -3407870 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3407939.750000 Penalty: 5107.837891
	Iteration 39Q: 3 clusters Score -3407940 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3407987.750000 Penalty: 5107.837891
	Iteration 40F: 3 clusters Score -3407988 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3408032.750000 Penalty: 5107.837891
	Iteration 41Q: 3 clusters Score -3408033 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3408071.750000 Penalty: 5107.837891
	Iteration 42Q: 3 clusters Score -3408072 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3408105.000000 Penalty: 5107.837891
	Iteration 43Q: 3 clusters Score -3408105 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3408142.500000 Penalty: 5107.837891
	Iteration 44Q: 3 clusters Score -3408142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3408165.500000 Penalty: 5107.837891
	Iteration 45Q: 3 clusters Score -3408166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3408176.000000 Penalty: 5107.837891
	Iteration 46Q: 3 clusters Score -3408176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3408198.250000 Penalty: 5107.837891
	Iteration 47Q: 3 clusters Score -3408198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3408207.250000 Penalty: 5107.837891
	Iteration 48Q: 3 clusters Score -3408207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -3408217.000000 Penalty: 5107.837891
	Iteration 49Q: 3 clusters Score -3408217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3408225.750000 Penalty: 5107.837891
	Iteration 50Q: 3 clusters Score -3408226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -3408237.250000 Penalty: 5107.837891
	Iteration 51Q: 3 clusters Score -3408237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3408244.500000 Penalty: 5107.837891
	Iteration 52Q: 3 clusters Score -3408244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3408254.250000 Penalty: 5107.837891
	Iteration 53Q: 3 clusters Score -3408254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3408259.000000 Penalty: 5107.837891
	Iteration 54Q: 3 clusters Score -3408259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3408261.500000 Penalty: 5107.837891
	Iteration 55Q: 3 clusters Score -3408262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3408269.000000 Penalty: 5107.837891
	Iteration 56Q: 3 clusters Score -3408269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -3408274.000000 Penalty: 5107.837891
	Iteration 57Q: 3 clusters Score -3408274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3408275.750000 Penalty: 5107.837891
	Iteration 58Q: 3 clusters Score -3408276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3408269.500000 Penalty: 5107.837891
	Iteration 59Q: 3 clusters Score -3408270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3408277.000000 Penalty: 5107.837891
	Iteration 60F: 3 clusters Score -3408277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3408285.750000 Penalty: 5107.837891
	Iteration 61Q: 3 clusters Score -3408286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3408281.000000 Penalty: 5107.837891
	Iteration 62Q: 3 clusters Score -3408281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3408285.000000 Penalty: 5107.837891
	Iteration 63Q: 3 clusters Score -3408285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3408295.750000 Penalty: 5107.837891
	Iteration 64Q: 3 clusters Score -3408296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3408294.750000 Penalty: 5107.837891
	Iteration 65Q: 3 clusters Score -3408295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -3408298.750000 Penalty: 5107.837891
	Iteration 66Q: 3 clusters Score -3408299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3408296.500000 Penalty: 5107.837891
	Iteration 67Q: 3 clusters Score -3408296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -3408313.000000 Penalty: 5107.837891
	Iteration 68Q: 3 clusters Score -3408313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -3408313.500000 Penalty: 5107.837891
	Iteration 69Q: 3 clusters Score -3408314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3408321.750000 Penalty: 5107.837891
	Iteration 70Q: 3 clusters Score -3408322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3408312.500000 Penalty: 5107.837891
	Iteration 71Q: 3 clusters Score -3408312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -3408318.000000 Penalty: 5107.837891
	Iteration 72Q: 3 clusters Score -3408318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -3408316.000000 Penalty: 5107.837891
	Iteration 73Q: 3 clusters Score -3408316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3408319.000000 Penalty: 5107.837891
	Iteration 74Q: 3 clusters Score -3408319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3408318.250000 Penalty: 5107.837891
	Iteration 75Q: 3 clusters Score -3408318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3408316.500000 Penalty: 5107.837891
	Iteration 76Q: 3 clusters Score -3408316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3408321.250000 Penalty: 5107.837891
	Iteration 77Q: 3 clusters Score -3408321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3408324.250000 Penalty: 5107.837891
	Iteration 78Q: 3 clusters Score -3408324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3408325.750000 Penalty: 5107.837891
	Iteration 79Q: 3 clusters Score -3408326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -3408324.250000 Penalty: 5107.837891
	Iteration 80F: 3 clusters Score -3408324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -3408329.500000 Penalty: 5107.837891
	Iteration 81Q: 3 clusters Score -3408330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3408323.750000 Penalty: 5107.837891
	Iteration 82Q: 3 clusters Score -3408324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3408321.750000 Penalty: 5107.837891
	Iteration 83Q: 3 clusters Score -3408322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3408328.250000 Penalty: 5107.837891
	Iteration 84Q: 3 clusters Score -3408328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -3408329.250000 Penalty: 5107.837891
	Iteration 85Q: 3 clusters Score -3408329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3408331.500000 Penalty: 5107.837891
	Iteration 86Q: 3 clusters Score -3408332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3408330.250000 Penalty: 5107.837891
	Iteration 87Q: 3 clusters Score -3408330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3408328.500000 Penalty: 5107.837891
	Iteration 88Q: 3 clusters Score -3408328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3408332.750000 Penalty: 5107.837891
	Iteration 89Q: 3 clusters Score -3408333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -3408332.750000 Penalty: 5107.837891
	Iteration 90Q: 3 clusters Score -3408333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3408335.500000 Penalty: 5107.837891
	Iteration 91Q: 3 clusters Score -3408336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -3408332.750000 Penalty: 5107.837891
	Iteration 92Q: 3 clusters Score -3408333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -3408328.500000 Penalty: 5107.837891
	Iteration 93Q: 3 clusters Score -3408328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3408332.500000 Penalty: 5107.837891
	Iteration 94Q: 3 clusters Score -3408332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -3408330.250000 Penalty: 5107.837891
	Iteration 95Q: 3 clusters Score -3408330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -3408332.250000 Penalty: 5107.837891
	Iteration 96Q: 3 clusters Score -3408332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -3408332.250000 Penalty: 5107.837891
	Iteration 97Q: 3 clusters Score -3408332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3408333.750000 Penalty: 5107.837891
	Iteration 98Q: 3 clusters Score -3408334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -3408334.500000 Penalty: 5107.837891
	Iteration 99Q: 3 clusters Score -3408334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -3408334.500000 Penalty: 5107.837891
	Iteration 100F: 3 clusters Score -3408334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Entering Unmasked Estep 
Score: -6172254.500000 Penalty: 2702.336182
	Iteration 0F: 2 clusters Score -6172254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -6135908.000000 Penalty: 5404.672363
	Iteration 0F: 3 clusters Score -6135908 nChanged 25108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -6149887.000000 Penalty: 5404.672363
	Iteration 1F: 3 clusters Score -6149887 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -6150386.500000 Penalty: 5404.672363
	Iteration 2Q: 3 clusters Score -6150386 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -6150858.500000 Penalty: 5404.672363
	Iteration 3Q: 3 clusters Score -6150858 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -6151328.000000 Penalty: 5404.672363
	Iteration 4Q: 3 clusters Score -6151328 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -6151817.000000 Penalty: 5404.672363
	Iteration 5Q: 3 clusters Score -6151817 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -6152384.000000 Penalty: 5404.672363
	Iteration 6Q: 3 clusters Score -6152384 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -6153062.500000 Penalty: 5404.672363
	Iteration 7Q: 3 clusters Score -6153062 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -6154021.500000 Penalty: 5404.672363
	Iteration 8Q: 3 clusters Score -6154022 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -6155472.500000 Penalty: 5404.672363
	Iteration 9F: 3 clusters Score -6155472 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -6157563.000000 Penalty: 5404.672363
	Iteration 10F: 3 clusters Score -6157563 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -6160134.000000 Penalty: 5404.672363
	Iteration 11F: 3 clusters Score -6160134 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -6162673.000000 Penalty: 5404.672363
	Iteration 12F: 3 clusters Score -6162673 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -6165027.000000 Penalty: 5404.672363
	Iteration 13F: 3 clusters Score -6165027 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -6166775.500000 Penalty: 5404.672363
	Iteration 14Q: 3 clusters Score -6166776 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -6168008.000000 Penalty: 5404.672363
	Iteration 15Q: 3 clusters Score -6168008 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -6168811.000000 Penalty: 5404.672363
	Iteration 16Q: 3 clusters Score -6168811 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -6169337.500000 Penalty: 5404.672363
	Iteration 17Q: 3 clusters Score -6169338 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6169633.000000 Penalty: 5404.672363
	Iteration 18Q: 3 clusters Score -6169633 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -6169794.500000 Penalty: 5404.672363
	Iteration 19Q: 3 clusters Score -6169794 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6169902.000000 Penalty: 5404.672363
	Iteration 20F: 3 clusters Score -6169902 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6169966.000000 Penalty: 5404.672363
	Iteration 21Q: 3 clusters Score -6169966 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6170026.000000 Penalty: 5404.672363
	Iteration 22Q: 3 clusters Score -6170026 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6170070.500000 Penalty: 5404.672363
	Iteration 23Q: 3 clusters Score -6170070 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6170094.000000 Penalty: 5404.672363
	Iteration 24Q: 3 clusters Score -6170094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6170116.000000 Penalty: 5404.672363
	Iteration 25Q: 3 clusters Score -6170116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6170140.500000 Penalty: 5404.672363
	Iteration 26Q: 3 clusters Score -6170140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6170159.000000 Penalty: 5404.672363
	Iteration 27Q: 3 clusters Score -6170159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6170161.000000 Penalty: 5404.672363
	Iteration 28Q: 3 clusters Score -6170161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6170175.500000 Penalty: 5404.672363
	Iteration 29Q: 3 clusters Score -6170176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6170185.000000 Penalty: 5404.672363
	Iteration 30Q: 3 clusters Score -6170185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6170194.000000 Penalty: 5404.672363
	Iteration 31Q: 3 clusters Score -6170194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6170197.000000 Penalty: 5404.672363
	Iteration 32Q: 3 clusters Score -6170197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6170199.000000 Penalty: 5404.672363
	Iteration 33Q: 3 clusters Score -6170199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6170194.000000 Penalty: 5404.672363
	Iteration 34Q: 3 clusters Score -6170194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6170203.000000 Penalty: 5404.672363
	Iteration 35Q: 3 clusters Score -6170203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6170205.500000 Penalty: 5404.672363
	Iteration 36Q: 3 clusters Score -6170206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6170200.000000 Penalty: 5404.672363
	Iteration 37Q: 3 clusters Score -6170200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6170213.000000 Penalty: 5404.672363
	Iteration 38Q: 3 clusters Score -6170213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6170228.000000 Penalty: 5404.672363
	Iteration 39Q: 3 clusters Score -6170228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6170218.500000 Penalty: 5404.672363
	Iteration 40F: 3 clusters Score -6170218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6170224.500000 Penalty: 5404.672363
	Iteration 41Q: 3 clusters Score -6170224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6170222.500000 Penalty: 5404.672363
	Iteration 42Q: 3 clusters Score -6170222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6170225.000000 Penalty: 5404.672363
	Iteration 43Q: 3 clusters Score -6170225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6170231.000000 Penalty: 5404.672363
	Iteration 44Q: 3 clusters Score -6170231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6170218.000000 Penalty: 5404.672363
	Iteration 45Q: 3 clusters Score -6170218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6170229.500000 Penalty: 5404.672363
	Iteration 46Q: 3 clusters Score -6170230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6170229.500000 Penalty: 5404.672363
	Iteration 47F: 3 clusters Score -6170230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -120177.382812 Penalty: 1772.008545
	Iteration 0F: 2 clusters Score -120177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -118200.359375 Penalty: 3544.017090
	Iteration 0F: 3 clusters Score -118200.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -119234.429688 Penalty: 3544.017090
	Iteration 1F: 3 clusters Score -119234.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -120116.250000 Penalty: 3544.017090
	Iteration 2F: 3 clusters Score -120116.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -120654.265625 Penalty: 3544.017090
	Iteration 3F: 3 clusters Score -120654.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -121021.773438 Penalty: 3544.017090
	Iteration 4Q: 3 clusters Score -121021.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -121122.726562 Penalty: 3544.017090
	Iteration 5Q: 3 clusters Score -121122.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -121148.382812 Penalty: 3544.017090
	Iteration 6Q: 3 clusters Score -121148.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -121181.265625 Penalty: 3544.017090
	Iteration 7Q: 3 clusters Score -121181.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -121213.515625 Penalty: 3544.017090
	Iteration 8Q: 3 clusters Score -121213.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -121228.429688 Penalty: 3544.017090
	Iteration 9Q: 3 clusters Score -121228.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -121244.132812 Penalty: 3544.017090
	Iteration 10Q: 3 clusters Score -121244.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -121263.492188 Penalty: 3544.017090
	Iteration 11Q: 3 clusters Score -121263.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -121280.406250 Penalty: 3544.017090
	Iteration 12Q: 3 clusters Score -121280.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -121290.273438 Penalty: 3544.017090
	Iteration 13Q: 3 clusters Score -121290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -121294.859375 Penalty: 3544.017090
	Iteration 14Q: 3 clusters Score -121294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -121294.859375 Penalty: 3544.017090
	Iteration 15F: 3 clusters Score -121294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 3 contains 32273 members 
Mstep: Class 4 contains 29675 members 
Mstep: Class 5 contains 53988 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 44279 members 
Mstep: Class 10 contains 19268 members 
Mstep: Class 11 contains 350871 members 
Mstep: Class 12 contains 15982 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 44274 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 8982 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 6378 members 
Mstep: Class 21 contains 8650 members 
Mstep: Class 22 contains 3006 members 
Entering Unmasked Estep 
Score: -70720016.000000 Penalty: 59629.488281
Splitting cluster 6 changes total score from -70720016.000000 to -70720016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -80787.835938 Penalty: 1647.982544
	Iteration 0F: 2 clusters Score -80787.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79012.718750 Penalty: 3295.965088
	Iteration 0F: 3 clusters Score -79012.72 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79222.234375 Penalty: 3295.965088
	Iteration 1F: 3 clusters Score -79222.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79305.148438 Penalty: 3295.965088
	Iteration 2F: 3 clusters Score -79305.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79343.406250 Penalty: 3295.965088
	Iteration 3Q: 3 clusters Score -79343.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -79358.937500 Penalty: 3295.965088
	Iteration 4Q: 3 clusters Score -79358.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79375.554688 Penalty: 3295.965088
	Iteration 5Q: 3 clusters Score -79375.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79383.710938 Penalty: 3295.965088
	Iteration 6Q: 3 clusters Score -79383.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79394.109375 Penalty: 3295.965088
	Iteration 7Q: 3 clusters Score -79394.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79399.851562 Penalty: 3295.965088
	Iteration 8Q: 3 clusters Score -79399.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79407.148438 Penalty: 3295.965088
	Iteration 9Q: 3 clusters Score -79407.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79412.078125 Penalty: 3295.965088
	Iteration 10Q: 3 clusters Score -79412.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79412.078125 Penalty: 3295.965088
	Iteration 11F: 3 clusters Score -79412.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Entering Unmasked Estep 
Score: -5086537.000000 Penalty: 2653.169922
	Iteration 0F: 2 clusters Score -5086537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -5056840.500000 Penalty: 5306.339844
	Iteration 0F: 3 clusters Score -5056840 nChanged 20087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -5067915.000000 Penalty: 5306.339844
	Iteration 1F: 3 clusters Score -5067915 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -5068521.500000 Penalty: 5306.339844
	Iteration 2Q: 3 clusters Score -5068522 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -5069098.500000 Penalty: 5306.339844
	Iteration 3Q: 3 clusters Score -5069098 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -5069638.500000 Penalty: 5306.339844
	Iteration 4Q: 3 clusters Score -5069638 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -5070201.500000 Penalty: 5306.339844
	Iteration 5Q: 3 clusters Score -5070202 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5070874.500000 Penalty: 5306.339844
	Iteration 6Q: 3 clusters Score -5070874 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -5071730.500000 Penalty: 5306.339844
	Iteration 7Q: 3 clusters Score -5071730 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -5072732.000000 Penalty: 5306.339844
	Iteration 8Q: 3 clusters Score -5072732 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -5074059.500000 Penalty: 5306.339844
	Iteration 9Q: 3 clusters Score -5074060 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -5075736.000000 Penalty: 5306.339844
	Iteration 10F: 3 clusters Score -5075736 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -5077456.500000 Penalty: 5306.339844
	Iteration 11F: 3 clusters Score -5077456 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -5078809.000000 Penalty: 5306.339844
	Iteration 12Q: 3 clusters Score -5078809 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -5079844.500000 Penalty: 5306.339844
	Iteration 13Q: 3 clusters Score -5079844 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -5080655.500000 Penalty: 5306.339844
	Iteration 14Q: 3 clusters Score -5080656 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -5081298.500000 Penalty: 5306.339844
	Iteration 15Q: 3 clusters Score -5081298 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -5081810.500000 Penalty: 5306.339844
	Iteration 16Q: 3 clusters Score -5081810 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -5082179.500000 Penalty: 5306.339844
	Iteration 17Q: 3 clusters Score -5082180 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -5082464.000000 Penalty: 5306.339844
	Iteration 18Q: 3 clusters Score -5082464 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -5082667.500000 Penalty: 5306.339844
	Iteration 19Q: 3 clusters Score -5082668 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -5082918.000000 Penalty: 5306.339844
	Iteration 20F: 3 clusters Score -5082918 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -5083139.500000 Penalty: 5306.339844
	Iteration 21Q: 3 clusters Score -5083140 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -5083365.000000 Penalty: 5306.339844
	Iteration 22Q: 3 clusters Score -5083365 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -5083596.000000 Penalty: 5306.339844
	Iteration 23Q: 3 clusters Score -5083596 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -5083881.000000 Penalty: 5306.339844
	Iteration 24Q: 3 clusters Score -5083881 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -5084161.000000 Penalty: 5306.339844
	Iteration 25Q: 3 clusters Score -5084161 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -5084406.500000 Penalty: 5306.339844
	Iteration 26Q: 3 clusters Score -5084406 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -5084636.000000 Penalty: 5306.339844
	Iteration 27Q: 3 clusters Score -5084636 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -5084804.000000 Penalty: 5306.339844
	Iteration 28Q: 3 clusters Score -5084804 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -5084888.500000 Penalty: 5306.339844
	Iteration 29Q: 3 clusters Score -5084888 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -5084981.500000 Penalty: 5306.339844
	Iteration 30Q: 3 clusters Score -5084982 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -5085039.000000 Penalty: 5306.339844
	Iteration 31Q: 3 clusters Score -5085039 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5085078.000000 Penalty: 5306.339844
	Iteration 32Q: 3 clusters Score -5085078 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5085134.500000 Penalty: 5306.339844
	Iteration 33Q: 3 clusters Score -5085134 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -5085138.000000 Penalty: 5306.339844
	Iteration 34Q: 3 clusters Score -5085138 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -5085154.000000 Penalty: 5306.339844
	Iteration 35Q: 3 clusters Score -5085154 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -5085165.500000 Penalty: 5306.339844
	Iteration 36Q: 3 clusters Score -5085166 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -5085195.000000 Penalty: 5306.339844
	Iteration 37Q: 3 clusters Score -5085195 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -5085215.000000 Penalty: 5306.339844
	Iteration 38Q: 3 clusters Score -5085215 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -5085229.000000 Penalty: 5306.339844
	Iteration 39Q: 3 clusters Score -5085229 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -5085242.000000 Penalty: 5306.339844
	Iteration 40F: 3 clusters Score -5085242 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -5085255.000000 Penalty: 5306.339844
	Iteration 41Q: 3 clusters Score -5085255 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -5085273.500000 Penalty: 5306.339844
	Iteration 42Q: 3 clusters Score -5085274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -5085259.500000 Penalty: 5306.339844
	Iteration 43Q: 3 clusters Score -5085260 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -5085263.500000 Penalty: 5306.339844
	Iteration 44Q: 3 clusters Score -5085264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -5085252.500000 Penalty: 5306.339844
	Iteration 45Q: 3 clusters Score -5085252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -5085255.500000 Penalty: 5306.339844
	Iteration 46Q: 3 clusters Score -5085256 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -5085261.500000 Penalty: 5306.339844
	Iteration 47Q: 3 clusters Score -5085262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -5085273.500000 Penalty: 5306.339844
	Iteration 48Q: 3 clusters Score -5085274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -5085265.500000 Penalty: 5306.339844
	Iteration 49Q: 3 clusters Score -5085266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -5085273.500000 Penalty: 5306.339844
	Iteration 50Q: 3 clusters Score -5085274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -5085286.500000 Penalty: 5306.339844
	Iteration 51Q: 3 clusters Score -5085286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -5085270.000000 Penalty: 5306.339844
	Iteration 52Q: 3 clusters Score -5085270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -5085273.000000 Penalty: 5306.339844
	Iteration 53Q: 3 clusters Score -5085273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -5085278.000000 Penalty: 5306.339844
	Iteration 54Q: 3 clusters Score -5085278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -5085276.000000 Penalty: 5306.339844
	Iteration 55Q: 3 clusters Score -5085276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -5085276.500000 Penalty: 5306.339844
	Iteration 56Q: 3 clusters Score -5085276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -5085279.000000 Penalty: 5306.339844
	Iteration 57Q: 3 clusters Score -5085279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -5085274.000000 Penalty: 5306.339844
	Iteration 58Q: 3 clusters Score -5085274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -5085272.000000 Penalty: 5306.339844
	Iteration 59Q: 3 clusters Score -5085272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -5085278.500000 Penalty: 5306.339844
	Iteration 60F: 3 clusters Score -5085278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -5085270.000000 Penalty: 5306.339844
	Iteration 61Q: 3 clusters Score -5085270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -5085278.000000 Penalty: 5306.339844
	Iteration 62Q: 3 clusters Score -5085278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -5085275.000000 Penalty: 5306.339844
	Iteration 63Q: 3 clusters Score -5085275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -5085282.500000 Penalty: 5306.339844
	Iteration 64Q: 3 clusters Score -5085282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -5085280.500000 Penalty: 5306.339844
	Iteration 65Q: 3 clusters Score -5085280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -5085280.000000 Penalty: 5306.339844
	Iteration 66Q: 3 clusters Score -5085280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5085280.500000 Penalty: 5306.339844
	Iteration 67Q: 3 clusters Score -5085280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -5085279.000000 Penalty: 5306.339844
	Iteration 68Q: 3 clusters Score -5085279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -5085280.000000 Penalty: 5306.339844
	Iteration 69Q: 3 clusters Score -5085280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -5085282.500000 Penalty: 5306.339844
	Iteration 70Q: 3 clusters Score -5085282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -5085282.500000 Penalty: 5306.339844
	Iteration 71F: 3 clusters Score -5085282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Entering Unmasked Estep 
Score: -2227832.250000 Penalty: 2446.817871
	Iteration 0F: 2 clusters Score -2227832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2214171.250000 Penalty: 4893.635742
	Iteration 0F: 3 clusters Score -2214171 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2218735.000000 Penalty: 4893.635742
	Iteration 1F: 3 clusters Score -2218735 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2219267.250000 Penalty: 4893.635742
	Iteration 2F: 3 clusters Score -2219267 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2219694.750000 Penalty: 4893.635742
	Iteration 3F: 3 clusters Score -2219695 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2220087.250000 Penalty: 4893.635742
	Iteration 4Q: 3 clusters Score -2220087 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2220482.000000 Penalty: 4893.635742
	Iteration 5Q: 3 clusters Score -2220482 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2220906.500000 Penalty: 4893.635742
	Iteration 6Q: 3 clusters Score -2220906 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2221324.000000 Penalty: 4893.635742
	Iteration 7Q: 3 clusters Score -2221324 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2221794.250000 Penalty: 4893.635742
	Iteration 8Q: 3 clusters Score -2221794 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2222277.000000 Penalty: 4893.635742
	Iteration 9Q: 3 clusters Score -2222277 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2222809.250000 Penalty: 4893.635742
	Iteration 10Q: 3 clusters Score -2222809 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2223367.000000 Penalty: 4893.635742
	Iteration 11Q: 3 clusters Score -2223367 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2223892.750000 Penalty: 4893.635742
	Iteration 12Q: 3 clusters Score -2223893 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2224285.000000 Penalty: 4893.635742
	Iteration 13Q: 3 clusters Score -2224285 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2224486.750000 Penalty: 4893.635742
	Iteration 14Q: 3 clusters Score -2224487 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2224593.750000 Penalty: 4893.635742
	Iteration 15Q: 3 clusters Score -2224594 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2224667.500000 Penalty: 4893.635742
	Iteration 16Q: 3 clusters Score -2224668 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2224724.750000 Penalty: 4893.635742
	Iteration 17Q: 3 clusters Score -2224725 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2224771.250000 Penalty: 4893.635742
	Iteration 18Q: 3 clusters Score -2224771 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2224798.000000 Penalty: 4893.635742
	Iteration 19Q: 3 clusters Score -2224798 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2224822.500000 Penalty: 4893.635742
	Iteration 20F: 3 clusters Score -2224822 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2224861.750000 Penalty: 4893.635742
	Iteration 21Q: 3 clusters Score -2224862 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2224894.750000 Penalty: 4893.635742
	Iteration 22Q: 3 clusters Score -2224895 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2224923.000000 Penalty: 4893.635742
	Iteration 23Q: 3 clusters Score -2224923 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2224951.500000 Penalty: 4893.635742
	Iteration 24Q: 3 clusters Score -2224952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2224977.250000 Penalty: 4893.635742
	Iteration 25Q: 3 clusters Score -2224977 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2224993.000000 Penalty: 4893.635742
	Iteration 26Q: 3 clusters Score -2224993 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2225016.250000 Penalty: 4893.635742
	Iteration 27Q: 3 clusters Score -2225016 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2225021.500000 Penalty: 4893.635742
	Iteration 28Q: 3 clusters Score -2225022 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2225033.000000 Penalty: 4893.635742
	Iteration 29Q: 3 clusters Score -2225033 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2225045.500000 Penalty: 4893.635742
	Iteration 30Q: 3 clusters Score -2225046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2225067.500000 Penalty: 4893.635742
	Iteration 31Q: 3 clusters Score -2225068 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2225073.250000 Penalty: 4893.635742
	Iteration 32Q: 3 clusters Score -2225073 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2225080.500000 Penalty: 4893.635742
	Iteration 33Q: 3 clusters Score -2225080 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2225093.000000 Penalty: 4893.635742
	Iteration 34Q: 3 clusters Score -2225093 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2225116.250000 Penalty: 4893.635742
	Iteration 35Q: 3 clusters Score -2225116 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2225139.250000 Penalty: 4893.635742
	Iteration 36Q: 3 clusters Score -2225139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2225147.250000 Penalty: 4893.635742
	Iteration 37Q: 3 clusters Score -2225147 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2225173.000000 Penalty: 4893.635742
	Iteration 38Q: 3 clusters Score -2225173 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2225178.750000 Penalty: 4893.635742
	Iteration 39Q: 3 clusters Score -2225179 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2225184.000000 Penalty: 4893.635742
	Iteration 40F: 3 clusters Score -2225184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2225196.000000 Penalty: 4893.635742
	Iteration 41Q: 3 clusters Score -2225196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2225199.500000 Penalty: 4893.635742
	Iteration 42Q: 3 clusters Score -2225200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2225212.500000 Penalty: 4893.635742
	Iteration 43Q: 3 clusters Score -2225212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2225226.500000 Penalty: 4893.635742
	Iteration 44Q: 3 clusters Score -2225226 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2225252.000000 Penalty: 4893.635742
	Iteration 45Q: 3 clusters Score -2225252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2225268.500000 Penalty: 4893.635742
	Iteration 46Q: 3 clusters Score -2225268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2225279.750000 Penalty: 4893.635742
	Iteration 47Q: 3 clusters Score -2225280 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2225293.750000 Penalty: 4893.635742
	Iteration 48Q: 3 clusters Score -2225294 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2225318.000000 Penalty: 4893.635742
	Iteration 49Q: 3 clusters Score -2225318 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2225329.250000 Penalty: 4893.635742
	Iteration 50Q: 3 clusters Score -2225329 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2225344.250000 Penalty: 4893.635742
	Iteration 51Q: 3 clusters Score -2225344 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2225372.750000 Penalty: 4893.635742
	Iteration 52Q: 3 clusters Score -2225373 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2225396.000000 Penalty: 4893.635742
	Iteration 53Q: 3 clusters Score -2225396 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2225421.000000 Penalty: 4893.635742
	Iteration 54Q: 3 clusters Score -2225421 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2225437.250000 Penalty: 4893.635742
	Iteration 55Q: 3 clusters Score -2225437 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2225454.750000 Penalty: 4893.635742
	Iteration 56Q: 3 clusters Score -2225455 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2225477.250000 Penalty: 4893.635742
	Iteration 57Q: 3 clusters Score -2225477 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2225495.500000 Penalty: 4893.635742
	Iteration 58Q: 3 clusters Score -2225496 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2225527.000000 Penalty: 4893.635742
	Iteration 59Q: 3 clusters Score -2225527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2225550.500000 Penalty: 4893.635742
	Iteration 60F: 3 clusters Score -2225550 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2225574.000000 Penalty: 4893.635742
	Iteration 61Q: 3 clusters Score -2225574 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2225607.500000 Penalty: 4893.635742
	Iteration 62Q: 3 clusters Score -2225608 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2225637.750000 Penalty: 4893.635742
	Iteration 63Q: 3 clusters Score -2225638 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2225668.500000 Penalty: 4893.635742
	Iteration 64Q: 3 clusters Score -2225668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2225702.000000 Penalty: 4893.635742
	Iteration 65Q: 3 clusters Score -2225702 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2225731.750000 Penalty: 4893.635742
	Iteration 66Q: 3 clusters Score -2225732 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2225756.500000 Penalty: 4893.635742
	Iteration 67Q: 3 clusters Score -2225756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2225785.250000 Penalty: 4893.635742
	Iteration 68Q: 3 clusters Score -2225785 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2225814.000000 Penalty: 4893.635742
	Iteration 69Q: 3 clusters Score -2225814 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2225844.000000 Penalty: 4893.635742
	Iteration 70Q: 3 clusters Score -2225844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2225859.750000 Penalty: 4893.635742
	Iteration 71Q: 3 clusters Score -2225860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2225872.750000 Penalty: 4893.635742
	Iteration 72Q: 3 clusters Score -2225873 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2225890.500000 Penalty: 4893.635742
	Iteration 73Q: 3 clusters Score -2225890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2225902.500000 Penalty: 4893.635742
	Iteration 74Q: 3 clusters Score -2225902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2225911.750000 Penalty: 4893.635742
	Iteration 75Q: 3 clusters Score -2225912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2225915.750000 Penalty: 4893.635742
	Iteration 76Q: 3 clusters Score -2225916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2225919.750000 Penalty: 4893.635742
	Iteration 77Q: 3 clusters Score -2225920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2225922.250000 Penalty: 4893.635742
	Iteration 78Q: 3 clusters Score -2225922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2225926.500000 Penalty: 4893.635742
	Iteration 79Q: 3 clusters Score -2225926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2225936.750000 Penalty: 4893.635742
	Iteration 80F: 3 clusters Score -2225937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2225947.000000 Penalty: 4893.635742
	Iteration 81Q: 3 clusters Score -2225947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2225957.000000 Penalty: 4893.635742
	Iteration 82Q: 3 clusters Score -2225957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2225960.250000 Penalty: 4893.635742
	Iteration 83Q: 3 clusters Score -2225960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2225969.250000 Penalty: 4893.635742
	Iteration 84Q: 3 clusters Score -2225969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2225984.750000 Penalty: 4893.635742
	Iteration 85Q: 3 clusters Score -2225985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2225996.000000 Penalty: 4893.635742
	Iteration 86Q: 3 clusters Score -2225996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2226003.250000 Penalty: 4893.635742
	Iteration 87Q: 3 clusters Score -2226003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2226008.750000 Penalty: 4893.635742
	Iteration 88Q: 3 clusters Score -2226009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2226029.500000 Penalty: 4893.635742
	Iteration 89Q: 3 clusters Score -2226030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2226033.000000 Penalty: 4893.635742
	Iteration 90Q: 3 clusters Score -2226033 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2226048.000000 Penalty: 4893.635742
	Iteration 91Q: 3 clusters Score -2226048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2226052.250000 Penalty: 4893.635742
	Iteration 92Q: 3 clusters Score -2226052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2226057.250000 Penalty: 4893.635742
	Iteration 93Q: 3 clusters Score -2226057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2226063.750000 Penalty: 4893.635742
	Iteration 94Q: 3 clusters Score -2226064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2226078.250000 Penalty: 4893.635742
	Iteration 95Q: 3 clusters Score -2226078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2226092.000000 Penalty: 4893.635742
	Iteration 96Q: 3 clusters Score -2226092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2226098.250000 Penalty: 4893.635742
	Iteration 97Q: 3 clusters Score -2226098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2226104.750000 Penalty: 4893.635742
	Iteration 98Q: 3 clusters Score -2226105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2226107.000000 Penalty: 4893.635742
	Iteration 99Q: 3 clusters Score -2226107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2226111.250000 Penalty: 4893.635742
	Iteration 100F: 3 clusters Score -2226111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2226112.750000 Penalty: 4893.635742
	Iteration 101Q: 3 clusters Score -2226113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2226113.500000 Penalty: 4893.635742
	Iteration 102Q: 3 clusters Score -2226114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2226114.000000 Penalty: 4893.635742
	Iteration 103Q: 3 clusters Score -2226114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2226115.250000 Penalty: 4893.635742
	Iteration 104Q: 3 clusters Score -2226115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2226118.250000 Penalty: 4893.635742
	Iteration 105Q: 3 clusters Score -2226118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2226118.000000 Penalty: 4893.635742
	Iteration 106Q: 3 clusters Score -2226118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2226117.250000 Penalty: 4893.635742
	Iteration 107Q: 3 clusters Score -2226117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2226120.500000 Penalty: 4893.635742
	Iteration 108Q: 3 clusters Score -2226120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2226120.500000 Penalty: 4893.635742
	Iteration 109Q: 3 clusters Score -2226120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2226122.750000 Penalty: 4893.635742
	Iteration 110Q: 3 clusters Score -2226123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2226123.500000 Penalty: 4893.635742
	Iteration 111Q: 3 clusters Score -2226124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2226130.750000 Penalty: 4893.635742
	Iteration 112Q: 3 clusters Score -2226131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2226133.250000 Penalty: 4893.635742
	Iteration 113Q: 3 clusters Score -2226133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2226135.000000 Penalty: 4893.635742
	Iteration 114Q: 3 clusters Score -2226135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2226133.000000 Penalty: 4893.635742
	Iteration 115Q: 3 clusters Score -2226133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2226135.000000 Penalty: 4893.635742
	Iteration 116Q: 3 clusters Score -2226135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2226135.000000 Penalty: 4893.635742
	Iteration 117F: 3 clusters Score -2226135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (350871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350871 members 
Entering Unmasked Estep 
Score: -39719220.000000 Penalty: 3166.507080
	Iteration 0F: 2 clusters Score -3.971922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175292 members 
Mstep: Class 2 contains 175579 members 
Entering Unmasked Estep 
Score: -39533156.000000 Penalty: 6333.014160
	Iteration 0F: 3 clusters Score -3.953316e+07 nChanged 171018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173698 members 
Mstep: Class 2 contains 177173 members 
Entering Unmasked Estep 
Score: -39634500.000000 Penalty: 6333.014160
	Iteration 1F: 3 clusters Score -3.96345e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173100 members 
Mstep: Class 2 contains 177771 members 
Entering Unmasked Estep 
Score: -39636164.000000 Penalty: 6333.014160
	Iteration 2Q: 3 clusters Score -3.963616e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171853 members 
Mstep: Class 2 contains 179018 members 
Entering Unmasked Estep 
Score: -39638332.000000 Penalty: 6333.014160
	Iteration 3Q: 3 clusters Score -3.963833e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169418 members 
Mstep: Class 2 contains 181453 members 
Entering Unmasked Estep 
Score: -39640960.000000 Penalty: 6333.014160
	Iteration 4Q: 3 clusters Score -3.964096e+07 nChanged 13229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165087 members 
Mstep: Class 2 contains 185784 members 
Entering Unmasked Estep 
Score: -39645124.000000 Penalty: 6333.014160
	Iteration 5Q: 3 clusters Score -3.964512e+07 nChanged 15979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157910 members 
Mstep: Class 2 contains 192961 members 
Entering Unmasked Estep 
Score: -39651608.000000 Penalty: 6333.014160
	Iteration 6Q: 3 clusters Score -3.965161e+07 nChanged 18693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147223 members 
Mstep: Class 2 contains 203648 members 
Entering Unmasked Estep 
Score: -39660828.000000 Penalty: 6333.014160
	Iteration 7F: 3 clusters Score -3.966083e+07 nChanged 21461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132842 members 
Mstep: Class 2 contains 218029 members 
Entering Unmasked Estep 
Score: -39674100.000000 Penalty: 6333.014160
	Iteration 8F: 3 clusters Score -3.96741e+07 nChanged 22970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115776 members 
Mstep: Class 2 contains 235095 members 
Entering Unmasked Estep 
Score: -39689144.000000 Penalty: 6333.014160
	Iteration 9F: 3 clusters Score -3.968914e+07 nChanged 22259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 252656 members 
Entering Unmasked Estep 
Score: -39703052.000000 Penalty: 6333.014160
	Iteration 10F: 3 clusters Score -3.970305e+07 nChanged 19232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82467 members 
Mstep: Class 2 contains 268404 members 
Entering Unmasked Estep 
Score: -39712864.000000 Penalty: 6333.014160
	Iteration 11F: 3 clusters Score -3.971286e+07 nChanged 14836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 281088 members 
Entering Unmasked Estep 
Score: -39718716.000000 Penalty: 6333.014160
	Iteration 12Q: 3 clusters Score -3.971872e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 291447 members 
Entering Unmasked Estep 
Score: -39721976.000000 Penalty: 6333.014160
	Iteration 13Q: 3 clusters Score -3.972198e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 300166 members 
Entering Unmasked Estep 
Score: -39724120.000000 Penalty: 6333.014160
	Iteration 14Q: 3 clusters Score -3.972412e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 307557 members 
Entering Unmasked Estep 
Score: -39726092.000000 Penalty: 6333.014160
	Iteration 15Q: 3 clusters Score -3.972609e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 314148 members 
Entering Unmasked Estep 
Score: -39726860.000000 Penalty: 6333.014160
	Iteration 16Q: 3 clusters Score -3.972686e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 319959 members 
Entering Unmasked Estep 
Score: -39726804.000000 Penalty: 6333.014160
	Iteration 17Q: 3 clusters Score -3.97268e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 324876 members 
Entering Unmasked Estep 
Score: -39725952.000000 Penalty: 6333.014160
	Iteration 18Q: 3 clusters Score -3.972595e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 328926 members 
Entering Unmasked Estep 
Score: -39725296.000000 Penalty: 6333.014160
	Iteration 19Q: 3 clusters Score -3.97253e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 332179 members 
Entering Unmasked Estep 
Score: -39724636.000000 Penalty: 6333.014160
	Iteration 20F: 3 clusters Score -3.972464e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 334805 members 
Entering Unmasked Estep 
Score: -39724396.000000 Penalty: 6333.014160
	Iteration 21Q: 3 clusters Score -3.97244e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 336889 members 
Entering Unmasked Estep 
Score: -39724136.000000 Penalty: 6333.014160
	Iteration 22Q: 3 clusters Score -3.972414e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 338487 members 
Entering Unmasked Estep 
Score: -39723892.000000 Penalty: 6333.014160
	Iteration 23Q: 3 clusters Score -3.972389e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 339768 members 
Entering Unmasked Estep 
Score: -39723668.000000 Penalty: 6333.014160
	Iteration 24Q: 3 clusters Score -3.972367e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 340805 members 
Entering Unmasked Estep 
Score: -39723392.000000 Penalty: 6333.014160
	Iteration 25Q: 3 clusters Score -3.972339e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 341692 members 
Entering Unmasked Estep 
Score: -39723324.000000 Penalty: 6333.014160
	Iteration 26Q: 3 clusters Score -3.972332e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 342445 members 
Entering Unmasked Estep 
Score: -39723216.000000 Penalty: 6333.014160
	Iteration 27Q: 3 clusters Score -3.972322e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 343032 members 
Entering Unmasked Estep 
Score: -39723216.000000 Penalty: 6333.014160
	Iteration 28Q: 3 clusters Score -3.972322e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 343499 members 
Entering Unmasked Estep 
Score: -39723160.000000 Penalty: 6333.014160
	Iteration 29Q: 3 clusters Score -3.972316e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 343861 members 
Entering Unmasked Estep 
Score: -39723176.000000 Penalty: 6333.014160
	Iteration 30Q: 3 clusters Score -3.972318e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 344142 members 
Entering Unmasked Estep 
Score: -39723052.000000 Penalty: 6333.014160
	Iteration 31Q: 3 clusters Score -3.972305e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 344354 members 
Entering Unmasked Estep 
Score: -39723044.000000 Penalty: 6333.014160
	Iteration 32Q: 3 clusters Score -3.972304e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 344501 members 
Entering Unmasked Estep 
Score: -39723004.000000 Penalty: 6333.014160
	Iteration 33Q: 3 clusters Score -3.9723e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 344617 members 
Entering Unmasked Estep 
Score: -39722968.000000 Penalty: 6333.014160
	Iteration 34Q: 3 clusters Score -3.972297e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 344703 members 
Entering Unmasked Estep 
Score: -39722884.000000 Penalty: 6333.014160
	Iteration 35Q: 3 clusters Score -3.972288e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 344782 members 
Entering Unmasked Estep 
Score: -39722876.000000 Penalty: 6333.014160
	Iteration 36Q: 3 clusters Score -3.972288e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 344850 members 
Entering Unmasked Estep 
Score: -39722904.000000 Penalty: 6333.014160
	Iteration 37Q: 3 clusters Score -3.97229e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 344898 members 
Entering Unmasked Estep 
Score: -39722884.000000 Penalty: 6333.014160
	Iteration 38Q: 3 clusters Score -3.972288e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 344938 members 
Entering Unmasked Estep 
Score: -39722876.000000 Penalty: 6333.014160
	Iteration 39Q: 3 clusters Score -3.972288e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 344968 members 
Entering Unmasked Estep 
Score: -39722844.000000 Penalty: 6333.014160
	Iteration 40F: 3 clusters Score -3.972284e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 344992 members 
Entering Unmasked Estep 
Score: -39722864.000000 Penalty: 6333.014160
	Iteration 41Q: 3 clusters Score -3.972286e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 345017 members 
Entering Unmasked Estep 
Score: -39722852.000000 Penalty: 6333.014160
	Iteration 42Q: 3 clusters Score -3.972285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 345033 members 
Entering Unmasked Estep 
Score: -39722824.000000 Penalty: 6333.014160
	Iteration 43Q: 3 clusters Score -3.972282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 345047 members 
Entering Unmasked Estep 
Score: -39722780.000000 Penalty: 6333.014160
	Iteration 44Q: 3 clusters Score -3.972278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 345059 members 
Entering Unmasked Estep 
Score: -39722772.000000 Penalty: 6333.014160
	Iteration 45Q: 3 clusters Score -3.972277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 345073 members 
Entering Unmasked Estep 
Score: -39722780.000000 Penalty: 6333.014160
	Iteration 46Q: 3 clusters Score -3.972278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 345085 members 
Entering Unmasked Estep 
Score: -39722748.000000 Penalty: 6333.014160
	Iteration 47Q: 3 clusters Score -3.972275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 345094 members 
Entering Unmasked Estep 
Score: -39722732.000000 Penalty: 6333.014160
	Iteration 48Q: 3 clusters Score -3.972273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 345104 members 
Entering Unmasked Estep 
Score: -39722700.000000 Penalty: 6333.014160
	Iteration 49Q: 3 clusters Score -3.97227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 345111 members 
Entering Unmasked Estep 
Score: -39722696.000000 Penalty: 6333.014160
	Iteration 50Q: 3 clusters Score -3.97227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 345114 members 
Entering Unmasked Estep 
Score: -39722704.000000 Penalty: 6333.014160
	Iteration 51Q: 3 clusters Score -3.97227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 345121 members 
Entering Unmasked Estep 
Score: -39722696.000000 Penalty: 6333.014160
	Iteration 52Q: 3 clusters Score -3.97227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 345123 members 
Entering Unmasked Estep 
Score: -39722684.000000 Penalty: 6333.014160
	Iteration 53Q: 3 clusters Score -3.972268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 345123 members 
Entering Unmasked Estep 
Score: -39722684.000000 Penalty: 6333.014160
	Iteration 54F: 3 clusters Score -3.972268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 345123 members 
Mstep: Class 3 contains 32273 members 
Mstep: Class 4 contains 29675 members 
Mstep: Class 5 contains 53988 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 44279 members 
Mstep: Class 10 contains 19268 members 
Mstep: Class 11 contains 5748 members 
Mstep: Class 12 contains 15982 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 44274 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 8982 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 6378 members 
Mstep: Class 21 contains 8650 members 
Mstep: Class 22 contains 3006 members 
Entering Unmasked Estep 
Score: -70724304.000000 Penalty: 59629.488281
Splitting cluster 11 changes total score from -70720016.000000 to -70724304.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 12 (15982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Entering Unmasked Estep 
Score: -1842214.750000 Penalty: 2400.446045
	Iteration 0F: 2 clusters Score -1842215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1830689.250000 Penalty: 4800.892090
	Iteration 0F: 3 clusters Score -1830689 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1834765.625000 Penalty: 4800.892090
	Iteration 1F: 3 clusters Score -1834766 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1835981.500000 Penalty: 4800.892090
	Iteration 2F: 3 clusters Score -1835982 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1837160.625000 Penalty: 4800.892090
	Iteration 3F: 3 clusters Score -1837161 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1838216.000000 Penalty: 4800.892090
	Iteration 4F: 3 clusters Score -1838216 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1839198.000000 Penalty: 4800.892090
	Iteration 5F: 3 clusters Score -1839198 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1840101.000000 Penalty: 4800.892090
	Iteration 6F: 3 clusters Score -1840101 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1840822.375000 Penalty: 4800.892090
	Iteration 7F: 3 clusters Score -1840822 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1841390.875000 Penalty: 4800.892090
	Iteration 8Q: 3 clusters Score -1841391 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1841812.375000 Penalty: 4800.892090
	Iteration 9Q: 3 clusters Score -1841812 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1842127.000000 Penalty: 4800.892090
	Iteration 10Q: 3 clusters Score -1842127 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1842352.375000 Penalty: 4800.892090
	Iteration 11Q: 3 clusters Score -1842352 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1842470.125000 Penalty: 4800.892090
	Iteration 12Q: 3 clusters Score -1842470 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1842545.375000 Penalty: 4800.892090
	Iteration 13Q: 3 clusters Score -1842545 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1842599.875000 Penalty: 4800.892090
	Iteration 14Q: 3 clusters Score -1842600 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1842630.500000 Penalty: 4800.892090
	Iteration 15Q: 3 clusters Score -1842630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1842662.750000 Penalty: 4800.892090
	Iteration 16Q: 3 clusters Score -1842663 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1842681.875000 Penalty: 4800.892090
	Iteration 17Q: 3 clusters Score -1842682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1842711.625000 Penalty: 4800.892090
	Iteration 18Q: 3 clusters Score -1842712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1842716.250000 Penalty: 4800.892090
	Iteration 19Q: 3 clusters Score -1842716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1842720.875000 Penalty: 4800.892090
	Iteration 20F: 3 clusters Score -1842721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1842731.250000 Penalty: 4800.892090
	Iteration 21Q: 3 clusters Score -1842731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1842731.375000 Penalty: 4800.892090
	Iteration 22Q: 3 clusters Score -1842731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1842736.125000 Penalty: 4800.892090
	Iteration 23Q: 3 clusters Score -1842736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1842739.875000 Penalty: 4800.892090
	Iteration 24Q: 3 clusters Score -1842740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1842743.250000 Penalty: 4800.892090
	Iteration 25Q: 3 clusters Score -1842743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1842743.750000 Penalty: 4800.892090
	Iteration 26Q: 3 clusters Score -1842744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1842746.875000 Penalty: 4800.892090
	Iteration 27Q: 3 clusters Score -1842747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1842754.250000 Penalty: 4800.892090
	Iteration 28Q: 3 clusters Score -1842754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1842754.875000 Penalty: 4800.892090
	Iteration 29Q: 3 clusters Score -1842755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1842757.250000 Penalty: 4800.892090
	Iteration 30Q: 3 clusters Score -1842757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1842757.250000 Penalty: 4800.892090
	Iteration 31F: 3 clusters Score -1842757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 345123 members 
Mstep: Class 2 contains 1077 members 
Mstep: Class 3 contains 32273 members 
Mstep: Class 4 contains 29675 members 
Mstep: Class 5 contains 53988 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 44279 members 
Mstep: Class 10 contains 19268 members 
Mstep: Class 11 contains 5748 members 
Mstep: Class 12 contains 14905 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 44274 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 8982 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 6378 members 
Mstep: Class 21 contains 8650 members 
Mstep: Class 22 contains 3006 members 
Entering Unmasked Estep 
Score: -70723960.000000 Penalty: 62942.238281
Splitting cluster 12 changes total score from -70720016.000000 to -70723960.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 13 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -143486.765625 Penalty: 1781.034790
	Iteration 0F: 2 clusters Score -143486.8 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 663 members 
Entering Unmasked Estep 
Score: -141293.734375 Penalty: 3562.069580
	Iteration 0F: 3 clusters Score -141293.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -141658.781250 Penalty: 3562.069580
	Iteration 1F: 3 clusters Score -141658.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -141774.078125 Penalty: 3562.069580
	Iteration 2F: 3 clusters Score -141774.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -141838.156250 Penalty: 3562.069580
	Iteration 3Q: 3 clusters Score -141838.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -141901.265625 Penalty: 3562.069580
	Iteration 4Q: 3 clusters Score -141901.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -141948.609375 Penalty: 3562.069580
	Iteration 5Q: 3 clusters Score -141948.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -141987.890625 Penalty: 3562.069580
	Iteration 6Q: 3 clusters Score -141987.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142020.062500 Penalty: 3562.069580
	Iteration 7Q: 3 clusters Score -142020.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142046.046875 Penalty: 3562.069580
	Iteration 8Q: 3 clusters Score -142046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -142081.265625 Penalty: 3562.069580
	Iteration 9Q: 3 clusters Score -142081.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142125.296875 Penalty: 3562.069580
	Iteration 10Q: 3 clusters Score -142125.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -142175.062500 Penalty: 3562.069580
	Iteration 11Q: 3 clusters Score -142175.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -142227.484375 Penalty: 3562.069580
	Iteration 12Q: 3 clusters Score -142227.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -142269.171875 Penalty: 3562.069580
	Iteration 13Q: 3 clusters Score -142269.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -142300.812500 Penalty: 3562.069580
	Iteration 14Q: 3 clusters Score -142300.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -142356.562500 Penalty: 3562.069580
	Iteration 15Q: 3 clusters Score -142356.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -142462.015625 Penalty: 3562.069580
	Iteration 16Q: 3 clusters Score -142462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -142573.125000 Penalty: 3562.069580
	Iteration 17Q: 3 clusters Score -142573.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -142656.500000 Penalty: 3562.069580
	Iteration 18Q: 3 clusters Score -142656.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -142735.765625 Penalty: 3562.069580
	Iteration 19Q: 3 clusters Score -142735.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -142784.250000 Penalty: 3562.069580
	Iteration 20F: 3 clusters Score -142784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -142801.265625 Penalty: 3562.069580
	Iteration 21Q: 3 clusters Score -142801.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -142807.265625 Penalty: 3562.069580
	Iteration 22Q: 3 clusters Score -142807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -142808.671875 Penalty: 3562.069580
	Iteration 23Q: 3 clusters Score -142808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -142810.078125 Penalty: 3562.069580
	Iteration 24Q: 3 clusters Score -142810.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -142810.078125 Penalty: 3562.069580
	Iteration 25F: 3 clusters Score -142810.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Entering Unmasked Estep 
Score: -5080245.500000 Penalty: 2653.141846
	Iteration 0F: 2 clusters Score -5080246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -5050248.500000 Penalty: 5306.283691
	Iteration 0F: 3 clusters Score -5050248 nChanged 20415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -5061577.000000 Penalty: 5306.283691
	Iteration 1F: 3 clusters Score -5061577 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -5062090.500000 Penalty: 5306.283691
	Iteration 2Q: 3 clusters Score -5062090 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -5062571.000000 Penalty: 5306.283691
	Iteration 3Q: 3 clusters Score -5062571 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -5063173.000000 Penalty: 5306.283691
	Iteration 4Q: 3 clusters Score -5063173 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -5063965.000000 Penalty: 5306.283691
	Iteration 5Q: 3 clusters Score -5063965 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -5065150.500000 Penalty: 5306.283691
	Iteration 6F: 3 clusters Score -5065150 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -5067175.500000 Penalty: 5306.283691
	Iteration 7F: 3 clusters Score -5067176 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -5070057.000000 Penalty: 5306.283691
	Iteration 8F: 3 clusters Score -5070057 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -5073155.500000 Penalty: 5306.283691
	Iteration 9F: 3 clusters Score -5073156 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -5075637.000000 Penalty: 5306.283691
	Iteration 10F: 3 clusters Score -5075637 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5077048.000000 Penalty: 5306.283691
	Iteration 11Q: 3 clusters Score -5077048 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5077686.000000 Penalty: 5306.283691
	Iteration 12Q: 3 clusters Score -5077686 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5078031.500000 Penalty: 5306.283691
	Iteration 13Q: 3 clusters Score -5078032 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5078195.500000 Penalty: 5306.283691
	Iteration 14Q: 3 clusters Score -5078196 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5078284.500000 Penalty: 5306.283691
	Iteration 15Q: 3 clusters Score -5078284 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5078356.500000 Penalty: 5306.283691
	Iteration 16Q: 3 clusters Score -5078356 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5078413.000000 Penalty: 5306.283691
	Iteration 17Q: 3 clusters Score -5078413 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5078435.500000 Penalty: 5306.283691
	Iteration 18Q: 3 clusters Score -5078436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5078432.000000 Penalty: 5306.283691
	Iteration 19Q: 3 clusters Score -5078432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5078445.500000 Penalty: 5306.283691
	Iteration 20F: 3 clusters Score -5078446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5078451.500000 Penalty: 5306.283691
	Iteration 21Q: 3 clusters Score -5078452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5078466.500000 Penalty: 5306.283691
	Iteration 22Q: 3 clusters Score -5078466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5078474.500000 Penalty: 5306.283691
	Iteration 23Q: 3 clusters Score -5078474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5078475.500000 Penalty: 5306.283691
	Iteration 24Q: 3 clusters Score -5078476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5078481.500000 Penalty: 5306.283691
	Iteration 25Q: 3 clusters Score -5078482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5078491.500000 Penalty: 5306.283691
	Iteration 26Q: 3 clusters Score -5078492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5078496.500000 Penalty: 5306.283691
	Iteration 27Q: 3 clusters Score -5078496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5078492.500000 Penalty: 5306.283691
	Iteration 28Q: 3 clusters Score -5078492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5078502.500000 Penalty: 5306.283691
	Iteration 29Q: 3 clusters Score -5078502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5078502.000000 Penalty: 5306.283691
	Iteration 30Q: 3 clusters Score -5078502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5078513.500000 Penalty: 5306.283691
	Iteration 31Q: 3 clusters Score -5078514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5078518.000000 Penalty: 5306.283691
	Iteration 32Q: 3 clusters Score -5078518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5078522.000000 Penalty: 5306.283691
	Iteration 33Q: 3 clusters Score -5078522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5078522.000000 Penalty: 5306.283691
	Iteration 34Q: 3 clusters Score -5078522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5078533.500000 Penalty: 5306.283691
	Iteration 35Q: 3 clusters Score -5078534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5078535.500000 Penalty: 5306.283691
	Iteration 36Q: 3 clusters Score -5078536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5078533.000000 Penalty: 5306.283691
	Iteration 37Q: 3 clusters Score -5078533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5078532.000000 Penalty: 5306.283691
	Iteration 38Q: 3 clusters Score -5078532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5078531.000000 Penalty: 5306.283691
	Iteration 39Q: 3 clusters Score -5078531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5078532.000000 Penalty: 5306.283691
	Iteration 40F: 3 clusters Score -5078532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5078531.000000 Penalty: 5306.283691
	Iteration 41Q: 3 clusters Score -5078531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5078533.000000 Penalty: 5306.283691
	Iteration 42Q: 3 clusters Score -5078533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5078533.000000 Penalty: 5306.283691
	Iteration 43F: 3 clusters Score -5078533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Entering Unmasked Estep 
Score: -454397.625000 Penalty: 2059.146240
	Iteration 0F: 2 clusters Score -454397.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -450473.000000 Penalty: 4118.292480
	Iteration 0F: 3 clusters Score -450473 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -451358.437500 Penalty: 4118.292480
	Iteration 1F: 3 clusters Score -451358.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -451545.125000 Penalty: 4118.292480
	Iteration 2F: 3 clusters Score -451545.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -451647.125000 Penalty: 4118.292480
	Iteration 3Q: 3 clusters Score -451647.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -451708.375000 Penalty: 4118.292480
	Iteration 4Q: 3 clusters Score -451708.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -451754.875000 Penalty: 4118.292480
	Iteration 5Q: 3 clusters Score -451754.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -451810.531250 Penalty: 4118.292480
	Iteration 6Q: 3 clusters Score -451810.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -451865.468750 Penalty: 4118.292480
	Iteration 7Q: 3 clusters Score -451865.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -451924.000000 Penalty: 4118.292480
	Iteration 8Q: 3 clusters Score -451924 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -451974.531250 Penalty: 4118.292480
	Iteration 9Q: 3 clusters Score -451974.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -452024.343750 Penalty: 4118.292480
	Iteration 10Q: 3 clusters Score -452024.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -452057.937500 Penalty: 4118.292480
	Iteration 11Q: 3 clusters Score -452057.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -452083.562500 Penalty: 4118.292480
	Iteration 12Q: 3 clusters Score -452083.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -452107.031250 Penalty: 4118.292480
	Iteration 13Q: 3 clusters Score -452107 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -452139.593750 Penalty: 4118.292480
	Iteration 14Q: 3 clusters Score -452139.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -452175.500000 Penalty: 4118.292480
	Iteration 15Q: 3 clusters Score -452175.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -452200.843750 Penalty: 4118.292480
	Iteration 16Q: 3 clusters Score -452200.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -452223.781250 Penalty: 4118.292480
	Iteration 17Q: 3 clusters Score -452223.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -452246.968750 Penalty: 4118.292480
	Iteration 18Q: 3 clusters Score -452247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -452271.718750 Penalty: 4118.292480
	Iteration 19Q: 3 clusters Score -452271.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -452303.187500 Penalty: 4118.292480
	Iteration 20F: 3 clusters Score -452303.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -452336.718750 Penalty: 4118.292480
	Iteration 21Q: 3 clusters Score -452336.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -452366.718750 Penalty: 4118.292480
	Iteration 22Q: 3 clusters Score -452366.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -452403.531250 Penalty: 4118.292480
	Iteration 23Q: 3 clusters Score -452403.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -452436.812500 Penalty: 4118.292480
	Iteration 24Q: 3 clusters Score -452436.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -452466.562500 Penalty: 4118.292480
	Iteration 25Q: 3 clusters Score -452466.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -452508.906250 Penalty: 4118.292480
	Iteration 26Q: 3 clusters Score -452508.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -452541.593750 Penalty: 4118.292480
	Iteration 27Q: 3 clusters Score -452541.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -452568.468750 Penalty: 4118.292480
	Iteration 28Q: 3 clusters Score -452568.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -452591.531250 Penalty: 4118.292480
	Iteration 29Q: 3 clusters Score -452591.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -452621.500000 Penalty: 4118.292480
	Iteration 30Q: 3 clusters Score -452621.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -452643.500000 Penalty: 4118.292480
	Iteration 31Q: 3 clusters Score -452643.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -452653.468750 Penalty: 4118.292480
	Iteration 32Q: 3 clusters Score -452653.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -452660.750000 Penalty: 4118.292480
	Iteration 33Q: 3 clusters Score -452660.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -452669.562500 Penalty: 4118.292480
	Iteration 34Q: 3 clusters Score -452669.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -452678.468750 Penalty: 4118.292480
	Iteration 35Q: 3 clusters Score -452678.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -452686.156250 Penalty: 4118.292480
	Iteration 36Q: 3 clusters Score -452686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -452691.031250 Penalty: 4118.292480
	Iteration 37Q: 3 clusters Score -452691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -452692.250000 Penalty: 4118.292480
	Iteration 38Q: 3 clusters Score -452692.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -452698.031250 Penalty: 4118.292480
	Iteration 39Q: 3 clusters Score -452698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -452705.843750 Penalty: 4118.292480
	Iteration 40F: 3 clusters Score -452705.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -452708.781250 Penalty: 4118.292480
	Iteration 41Q: 3 clusters Score -452708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -452716.656250 Penalty: 4118.292480
	Iteration 42Q: 3 clusters Score -452716.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -452719.312500 Penalty: 4118.292480
	Iteration 43Q: 3 clusters Score -452719.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -452719.312500 Penalty: 4118.292480
	Iteration 44F: 3 clusters Score -452719.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Entering Unmasked Estep 
Score: -1015041.562500 Penalty: 2257.538574
	Iteration 0F: 2 clusters Score -1015042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1008026.562500 Penalty: 4515.077148
	Iteration 0F: 3 clusters Score -1008027 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1009933.625000 Penalty: 4515.077148
	Iteration 1F: 3 clusters Score -1009934 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1010144.062500 Penalty: 4515.077148
	Iteration 2F: 3 clusters Score -1010144 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1010331.875000 Penalty: 4515.077148
	Iteration 3Q: 3 clusters Score -1010332 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1010459.500000 Penalty: 4515.077148
	Iteration 4Q: 3 clusters Score -1010460 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1010548.062500 Penalty: 4515.077148
	Iteration 5Q: 3 clusters Score -1010548 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1010615.437500 Penalty: 4515.077148
	Iteration 6Q: 3 clusters Score -1010615 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1010660.687500 Penalty: 4515.077148
	Iteration 7Q: 3 clusters Score -1010661 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1010699.812500 Penalty: 4515.077148
	Iteration 8Q: 3 clusters Score -1010700 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1010731.812500 Penalty: 4515.077148
	Iteration 9Q: 3 clusters Score -1010732 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1010757.312500 Penalty: 4515.077148
	Iteration 10Q: 3 clusters Score -1010757 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1010778.125000 Penalty: 4515.077148
	Iteration 11Q: 3 clusters Score -1010778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1010789.875000 Penalty: 4515.077148
	Iteration 12Q: 3 clusters Score -1010790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1010798.062500 Penalty: 4515.077148
	Iteration 13Q: 3 clusters Score -1010798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1010810.812500 Penalty: 4515.077148
	Iteration 14Q: 3 clusters Score -1010811 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1010818.687500 Penalty: 4515.077148
	Iteration 15Q: 3 clusters Score -1010819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1010826.187500 Penalty: 4515.077148
	Iteration 16Q: 3 clusters Score -1010826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1010841.312500 Penalty: 4515.077148
	Iteration 17Q: 3 clusters Score -1010841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1010848.187500 Penalty: 4515.077148
	Iteration 18Q: 3 clusters Score -1010848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1010853.812500 Penalty: 4515.077148
	Iteration 19Q: 3 clusters Score -1010854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1010861.562500 Penalty: 4515.077148
	Iteration 20F: 3 clusters Score -1010862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1010866.437500 Penalty: 4515.077148
	Iteration 21Q: 3 clusters Score -1010866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1010871.125000 Penalty: 4515.077148
	Iteration 22Q: 3 clusters Score -1010871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1010872.875000 Penalty: 4515.077148
	Iteration 23Q: 3 clusters Score -1010873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1010875.812500 Penalty: 4515.077148
	Iteration 24Q: 3 clusters Score -1010876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1010876.750000 Penalty: 4515.077148
	Iteration 25Q: 3 clusters Score -1010877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1010879.062500 Penalty: 4515.077148
	Iteration 26Q: 3 clusters Score -1010879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1010884.812500 Penalty: 4515.077148
	Iteration 27Q: 3 clusters Score -1010885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1010889.687500 Penalty: 4515.077148
	Iteration 28Q: 3 clusters Score -1010890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1010890.437500 Penalty: 4515.077148
	Iteration 29Q: 3 clusters Score -1010890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1010892.875000 Penalty: 4515.077148
	Iteration 30Q: 3 clusters Score -1010893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1010899.875000 Penalty: 4515.077148
	Iteration 31Q: 3 clusters Score -1010900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1010901.250000 Penalty: 4515.077148
	Iteration 32Q: 3 clusters Score -1010901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1010908.000000 Penalty: 4515.077148
	Iteration 33Q: 3 clusters Score -1010908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1010911.750000 Penalty: 4515.077148
	Iteration 34Q: 3 clusters Score -1010912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1010916.937500 Penalty: 4515.077148
	Iteration 35Q: 3 clusters Score -1010917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1010919.000000 Penalty: 4515.077148
	Iteration 36Q: 3 clusters Score -1010919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1010922.500000 Penalty: 4515.077148
	Iteration 37Q: 3 clusters Score -1010922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1010925.687500 Penalty: 4515.077148
	Iteration 38Q: 3 clusters Score -1010926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1010926.750000 Penalty: 4515.077148
	Iteration 39Q: 3 clusters Score -1010927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1010932.000000 Penalty: 4515.077148
	Iteration 40F: 3 clusters Score -1010932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1010934.625000 Penalty: 4515.077148
	Iteration 41Q: 3 clusters Score -1010935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1010942.937500 Penalty: 4515.077148
	Iteration 42Q: 3 clusters Score -1010943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1010948.375000 Penalty: 4515.077148
	Iteration 43Q: 3 clusters Score -1010948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1010955.312500 Penalty: 4515.077148
	Iteration 44Q: 3 clusters Score -1010955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1010959.812500 Penalty: 4515.077148
	Iteration 45Q: 3 clusters Score -1010960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1010968.375000 Penalty: 4515.077148
	Iteration 46Q: 3 clusters Score -1010968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1010973.937500 Penalty: 4515.077148
	Iteration 47Q: 3 clusters Score -1010974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1010979.187500 Penalty: 4515.077148
	Iteration 48Q: 3 clusters Score -1010979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1010986.687500 Penalty: 4515.077148
	Iteration 49Q: 3 clusters Score -1010987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1010996.250000 Penalty: 4515.077148
	Iteration 50Q: 3 clusters Score -1010996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1011000.500000 Penalty: 4515.077148
	Iteration 51Q: 3 clusters Score -1011000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1011009.062500 Penalty: 4515.077148
	Iteration 52Q: 3 clusters Score -1011009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1011019.125000 Penalty: 4515.077148
	Iteration 53Q: 3 clusters Score -1011019 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1011029.937500 Penalty: 4515.077148
	Iteration 54Q: 3 clusters Score -1011030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1011039.250000 Penalty: 4515.077148
	Iteration 55Q: 3 clusters Score -1011039 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1011046.937500 Penalty: 4515.077148
	Iteration 56Q: 3 clusters Score -1011047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1011059.750000 Penalty: 4515.077148
	Iteration 57Q: 3 clusters Score -1011060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1011074.312500 Penalty: 4515.077148
	Iteration 58Q: 3 clusters Score -1011074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1011097.125000 Penalty: 4515.077148
	Iteration 59Q: 3 clusters Score -1011097 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1011125.437500 Penalty: 4515.077148
	Iteration 60F: 3 clusters Score -1011125 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1011164.875000 Penalty: 4515.077148
	Iteration 61Q: 3 clusters Score -1011165 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1011214.937500 Penalty: 4515.077148
	Iteration 62Q: 3 clusters Score -1011215 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1011272.625000 Penalty: 4515.077148
	Iteration 63Q: 3 clusters Score -1011273 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1011343.687500 Penalty: 4515.077148
	Iteration 64Q: 3 clusters Score -1011344 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1011426.750000 Penalty: 4515.077148
	Iteration 65Q: 3 clusters Score -1011427 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1011536.125000 Penalty: 4515.077148
	Iteration 66Q: 3 clusters Score -1011536 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1011660.625000 Penalty: 4515.077148
	Iteration 67Q: 3 clusters Score -1011661 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1011806.875000 Penalty: 4515.077148
	Iteration 68Q: 3 clusters Score -1011807 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1011985.687500 Penalty: 4515.077148
	Iteration 69Q: 3 clusters Score -1011986 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1012173.437500 Penalty: 4515.077148
	Iteration 70Q: 3 clusters Score -1012173 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1012369.062500 Penalty: 4515.077148
	Iteration 71Q: 3 clusters Score -1012369 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1012530.812500 Penalty: 4515.077148
	Iteration 72Q: 3 clusters Score -1012531 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1012659.687500 Penalty: 4515.077148
	Iteration 73Q: 3 clusters Score -1012660 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1012753.437500 Penalty: 4515.077148
	Iteration 74Q: 3 clusters Score -1012753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1012828.562500 Penalty: 4515.077148
	Iteration 75Q: 3 clusters Score -1012829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1012890.812500 Penalty: 4515.077148
	Iteration 76Q: 3 clusters Score -1012891 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1012940.187500 Penalty: 4515.077148
	Iteration 77Q: 3 clusters Score -1012940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1012971.562500 Penalty: 4515.077148
	Iteration 78Q: 3 clusters Score -1012972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1012993.562500 Penalty: 4515.077148
	Iteration 79Q: 3 clusters Score -1012994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1013014.250000 Penalty: 4515.077148
	Iteration 80F: 3 clusters Score -1013014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1013023.750000 Penalty: 4515.077148
	Iteration 81Q: 3 clusters Score -1013024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1013032.937500 Penalty: 4515.077148
	Iteration 82Q: 3 clusters Score -1013033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1013039.562500 Penalty: 4515.077148
	Iteration 83Q: 3 clusters Score -1013040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1013054.937500 Penalty: 4515.077148
	Iteration 84Q: 3 clusters Score -1013055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1013061.187500 Penalty: 4515.077148
	Iteration 85Q: 3 clusters Score -1013061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1013064.750000 Penalty: 4515.077148
	Iteration 86Q: 3 clusters Score -1013065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1013066.937500 Penalty: 4515.077148
	Iteration 87Q: 3 clusters Score -1013067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1013070.125000 Penalty: 4515.077148
	Iteration 88Q: 3 clusters Score -1013070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1013074.562500 Penalty: 4515.077148
	Iteration 89Q: 3 clusters Score -1013075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1013076.687500 Penalty: 4515.077148
	Iteration 90Q: 3 clusters Score -1013077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1013081.750000 Penalty: 4515.077148
	Iteration 91Q: 3 clusters Score -1013082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1013090.000000 Penalty: 4515.077148
	Iteration 92Q: 3 clusters Score -1013090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1013093.625000 Penalty: 4515.077148
	Iteration 93Q: 3 clusters Score -1013094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1013096.187500 Penalty: 4515.077148
	Iteration 94Q: 3 clusters Score -1013096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1013100.312500 Penalty: 4515.077148
	Iteration 95Q: 3 clusters Score -1013100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1013100.875000 Penalty: 4515.077148
	Iteration 96Q: 3 clusters Score -1013101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1013100.875000 Penalty: 4515.077148
	Iteration 97F: 3 clusters Score -1013101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Entering Unmasked Estep 
Score: -893290.625000 Penalty: 2220.791016
	Iteration 0F: 2 clusters Score -893290.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -887113.250000 Penalty: 4441.582031
	Iteration 0F: 3 clusters Score -887113.2 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -888746.000000 Penalty: 4441.582031
	Iteration 1F: 3 clusters Score -888746 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -889061.812500 Penalty: 4441.582031
	Iteration 2F: 3 clusters Score -889061.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -889330.062500 Penalty: 4441.582031
	Iteration 3F: 3 clusters Score -889330.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -889593.937500 Penalty: 4441.582031
	Iteration 4Q: 3 clusters Score -889593.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -889901.750000 Penalty: 4441.582031
	Iteration 5F: 3 clusters Score -889901.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -890421.312500 Penalty: 4441.582031
	Iteration 6F: 3 clusters Score -890421.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -891107.375000 Penalty: 4441.582031
	Iteration 7F: 3 clusters Score -891107.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -891700.562500 Penalty: 4441.582031
	Iteration 8F: 3 clusters Score -891700.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -892115.937500 Penalty: 4441.582031
	Iteration 9Q: 3 clusters Score -892115.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -892340.250000 Penalty: 4441.582031
	Iteration 10Q: 3 clusters Score -892340.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -892460.937500 Penalty: 4441.582031
	Iteration 11Q: 3 clusters Score -892460.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -892517.875000 Penalty: 4441.582031
	Iteration 12Q: 3 clusters Score -892517.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -892546.812500 Penalty: 4441.582031
	Iteration 13Q: 3 clusters Score -892546.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -892559.312500 Penalty: 4441.582031
	Iteration 14Q: 3 clusters Score -892559.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -892563.937500 Penalty: 4441.582031
	Iteration 15Q: 3 clusters Score -892563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -892564.687500 Penalty: 4441.582031
	Iteration 16Q: 3 clusters Score -892564.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -892569.625000 Penalty: 4441.582031
	Iteration 17Q: 3 clusters Score -892569.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -892573.750000 Penalty: 4441.582031
	Iteration 18Q: 3 clusters Score -892573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -892575.562500 Penalty: 4441.582031
	Iteration 19Q: 3 clusters Score -892575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -892577.125000 Penalty: 4441.582031
	Iteration 20F: 3 clusters Score -892577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -892577.625000 Penalty: 4441.582031
	Iteration 21Q: 3 clusters Score -892577.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -892577.625000 Penalty: 4441.582031
	Iteration 22F: 3 clusters Score -892577.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Entering Unmasked Estep 
Score: -701227.062500 Penalty: 2172.631104
	Iteration 0F: 2 clusters Score -701227.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -695868.375000 Penalty: 4345.262207
	Iteration 0F: 3 clusters Score -695868.4 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -697409.625000 Penalty: 4345.262207
	Iteration 1F: 3 clusters Score -697409.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -697760.312500 Penalty: 4345.262207
	Iteration 2F: 3 clusters Score -697760.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -698024.250000 Penalty: 4345.262207
	Iteration 3F: 3 clusters Score -698024.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -698210.875000 Penalty: 4345.262207
	Iteration 4F: 3 clusters Score -698210.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -698359.687500 Penalty: 4345.262207
	Iteration 5Q: 3 clusters Score -698359.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -698502.000000 Penalty: 4345.262207
	Iteration 6Q: 3 clusters Score -698502 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -698630.875000 Penalty: 4345.262207
	Iteration 7Q: 3 clusters Score -698630.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -698755.625000 Penalty: 4345.262207
	Iteration 8Q: 3 clusters Score -698755.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -698886.250000 Penalty: 4345.262207
	Iteration 9Q: 3 clusters Score -698886.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -699001.062500 Penalty: 4345.262207
	Iteration 10Q: 3 clusters Score -699001.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -699123.437500 Penalty: 4345.262207
	Iteration 11Q: 3 clusters Score -699123.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -699260.812500 Penalty: 4345.262207
	Iteration 12Q: 3 clusters Score -699260.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -699393.625000 Penalty: 4345.262207
	Iteration 13Q: 3 clusters Score -699393.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -699507.687500 Penalty: 4345.262207
	Iteration 14Q: 3 clusters Score -699507.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -699597.875000 Penalty: 4345.262207
	Iteration 15Q: 3 clusters Score -699597.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -699675.062500 Penalty: 4345.262207
	Iteration 16Q: 3 clusters Score -699675.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -699750.687500 Penalty: 4345.262207
	Iteration 17Q: 3 clusters Score -699750.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -699810.750000 Penalty: 4345.262207
	Iteration 18Q: 3 clusters Score -699810.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -699866.500000 Penalty: 4345.262207
	Iteration 19Q: 3 clusters Score -699866.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -699906.187500 Penalty: 4345.262207
	Iteration 20F: 3 clusters Score -699906.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -699923.187500 Penalty: 4345.262207
	Iteration 21Q: 3 clusters Score -699923.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -699932.375000 Penalty: 4345.262207
	Iteration 22Q: 3 clusters Score -699932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -699938.812500 Penalty: 4345.262207
	Iteration 23Q: 3 clusters Score -699938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -699942.500000 Penalty: 4345.262207
	Iteration 24Q: 3 clusters Score -699942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -699945.875000 Penalty: 4345.262207
	Iteration 25Q: 3 clusters Score -699945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -699948.375000 Penalty: 4345.262207
	Iteration 26Q: 3 clusters Score -699948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -699951.812500 Penalty: 4345.262207
	Iteration 27Q: 3 clusters Score -699951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -699952.437500 Penalty: 4345.262207
	Iteration 28Q: 3 clusters Score -699952.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -699956.125000 Penalty: 4345.262207
	Iteration 29Q: 3 clusters Score -699956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -699958.500000 Penalty: 4345.262207
	Iteration 30Q: 3 clusters Score -699958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -699957.500000 Penalty: 4345.262207
	Iteration 31Q: 3 clusters Score -699957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -699957.500000 Penalty: 4345.262207
	Iteration 32F: 3 clusters Score -699957.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Entering Unmasked Estep 
Score: -948556.375000 Penalty: 2248.197998
	Iteration 0F: 2 clusters Score -948556.4 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 4389 members 
Entering Unmasked Estep 
Score: -941761.437500 Penalty: 4496.395996
	Iteration 0F: 3 clusters Score -941761.4 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -943543.000000 Penalty: 4496.395996
	Iteration 1F: 3 clusters Score -943543 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -943938.687500 Penalty: 4496.395996
	Iteration 2F: 3 clusters Score -943938.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -944296.562500 Penalty: 4496.395996
	Iteration 3F: 3 clusters Score -944296.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -944583.250000 Penalty: 4496.395996
	Iteration 4Q: 3 clusters Score -944583.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -944813.875000 Penalty: 4496.395996
	Iteration 5Q: 3 clusters Score -944813.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -944988.562500 Penalty: 4496.395996
	Iteration 6Q: 3 clusters Score -944988.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -945125.437500 Penalty: 4496.395996
	Iteration 7Q: 3 clusters Score -945125.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -945236.562500 Penalty: 4496.395996
	Iteration 8Q: 3 clusters Score -945236.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -945325.187500 Penalty: 4496.395996
	Iteration 9Q: 3 clusters Score -945325.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -945413.250000 Penalty: 4496.395996
	Iteration 10Q: 3 clusters Score -945413.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -945496.750000 Penalty: 4496.395996
	Iteration 11Q: 3 clusters Score -945496.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -945563.937500 Penalty: 4496.395996
	Iteration 12Q: 3 clusters Score -945563.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -945624.812500 Penalty: 4496.395996
	Iteration 13Q: 3 clusters Score -945624.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -945688.000000 Penalty: 4496.395996
	Iteration 14Q: 3 clusters Score -945688 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -945758.312500 Penalty: 4496.395996
	Iteration 15Q: 3 clusters Score -945758.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -945827.312500 Penalty: 4496.395996
	Iteration 16Q: 3 clusters Score -945827.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -945892.750000 Penalty: 4496.395996
	Iteration 17Q: 3 clusters Score -945892.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -945948.375000 Penalty: 4496.395996
	Iteration 18Q: 3 clusters Score -945948.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -945993.312500 Penalty: 4496.395996
	Iteration 19Q: 3 clusters Score -945993.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -946038.687500 Penalty: 4496.395996
	Iteration 20F: 3 clusters Score -946038.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -946077.125000 Penalty: 4496.395996
	Iteration 21Q: 3 clusters Score -946077.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -946098.312500 Penalty: 4496.395996
	Iteration 22Q: 3 clusters Score -946098.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -946122.250000 Penalty: 4496.395996
	Iteration 23Q: 3 clusters Score -946122.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -946148.812500 Penalty: 4496.395996
	Iteration 24Q: 3 clusters Score -946148.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -946173.937500 Penalty: 4496.395996
	Iteration 25Q: 3 clusters Score -946173.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -946199.937500 Penalty: 4496.395996
	Iteration 26Q: 3 clusters Score -946199.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -946226.125000 Penalty: 4496.395996
	Iteration 27Q: 3 clusters Score -946226.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -946247.062500 Penalty: 4496.395996
	Iteration 28Q: 3 clusters Score -946247.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -946273.937500 Penalty: 4496.395996
	Iteration 29Q: 3 clusters Score -946273.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -946297.062500 Penalty: 4496.395996
	Iteration 30Q: 3 clusters Score -946297.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -946320.000000 Penalty: 4496.395996
	Iteration 31Q: 3 clusters Score -946320 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -946335.937500 Penalty: 4496.395996
	Iteration 32Q: 3 clusters Score -946335.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -946351.687500 Penalty: 4496.395996
	Iteration 33Q: 3 clusters Score -946351.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -946360.187500 Penalty: 4496.395996
	Iteration 34Q: 3 clusters Score -946360.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -946365.875000 Penalty: 4496.395996
	Iteration 35Q: 3 clusters Score -946365.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -946374.500000 Penalty: 4496.395996
	Iteration 36Q: 3 clusters Score -946374.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -946380.750000 Penalty: 4496.395996
	Iteration 37Q: 3 clusters Score -946380.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -946386.625000 Penalty: 4496.395996
	Iteration 38Q: 3 clusters Score -946386.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -946393.687500 Penalty: 4496.395996
	Iteration 39Q: 3 clusters Score -946393.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -946403.000000 Penalty: 4496.395996
	Iteration 40F: 3 clusters Score -946403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -946410.937500 Penalty: 4496.395996
	Iteration 41Q: 3 clusters Score -946410.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -946415.875000 Penalty: 4496.395996
	Iteration 42Q: 3 clusters Score -946415.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -946423.312500 Penalty: 4496.395996
	Iteration 43Q: 3 clusters Score -946423.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -946431.750000 Penalty: 4496.395996
	Iteration 44Q: 3 clusters Score -946431.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -946443.250000 Penalty: 4496.395996
	Iteration 45Q: 3 clusters Score -946443.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -946450.312500 Penalty: 4496.395996
	Iteration 46Q: 3 clusters Score -946450.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -946453.500000 Penalty: 4496.395996
	Iteration 47Q: 3 clusters Score -946453.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -946461.687500 Penalty: 4496.395996
	Iteration 48Q: 3 clusters Score -946461.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -946467.125000 Penalty: 4496.395996
	Iteration 49Q: 3 clusters Score -946467.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -946471.875000 Penalty: 4496.395996
	Iteration 50Q: 3 clusters Score -946471.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -946483.125000 Penalty: 4496.395996
	Iteration 51Q: 3 clusters Score -946483.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -946488.000000 Penalty: 4496.395996
	Iteration 52Q: 3 clusters Score -946488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -946490.312500 Penalty: 4496.395996
	Iteration 53Q: 3 clusters Score -946490.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -946491.250000 Penalty: 4496.395996
	Iteration 54Q: 3 clusters Score -946491.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -946495.937500 Penalty: 4496.395996
	Iteration 55Q: 3 clusters Score -946495.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -946497.312500 Penalty: 4496.395996
	Iteration 56Q: 3 clusters Score -946497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -946499.500000 Penalty: 4496.395996
	Iteration 57Q: 3 clusters Score -946499.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -946500.500000 Penalty: 4496.395996
	Iteration 58Q: 3 clusters Score -946500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -946500.937500 Penalty: 4496.395996
	Iteration 59Q: 3 clusters Score -946500.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -946502.062500 Penalty: 4496.395996
	Iteration 60F: 3 clusters Score -946502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -946504.250000 Penalty: 4496.395996
	Iteration 61Q: 3 clusters Score -946504.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -946506.812500 Penalty: 4496.395996
	Iteration 62Q: 3 clusters Score -946506.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -946509.000000 Penalty: 4496.395996
	Iteration 63Q: 3 clusters Score -946509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -946509.000000 Penalty: 4496.395996
	Iteration 64Q: 3 clusters Score -946509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -946510.312500 Penalty: 4496.395996
	Iteration 65Q: 3 clusters Score -946510.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -946510.375000 Penalty: 4496.395996
	Iteration 66Q: 3 clusters Score -946510.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -946508.750000 Penalty: 4496.395996
	Iteration 67Q: 3 clusters Score -946508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -946511.625000 Penalty: 4496.395996
	Iteration 68Q: 3 clusters Score -946511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -946511.687500 Penalty: 4496.395996
	Iteration 69Q: 3 clusters Score -946511.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -946515.312500 Penalty: 4496.395996
	Iteration 70Q: 3 clusters Score -946515.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -946513.625000 Penalty: 4496.395996
	Iteration 71Q: 3 clusters Score -946513.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -946513.625000 Penalty: 4496.395996
	Iteration 72F: 3 clusters Score -946513.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -294866.843750 Penalty: 1986.074707
	Iteration 0F: 2 clusters Score -294866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -291817.375000 Penalty: 3972.149414
	Iteration 0F: 3 clusters Score -291817.4 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -295690.125000 Penalty: 3972.149414
	Iteration 1F: 3 clusters Score -295690.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -300376.593750 Penalty: 3972.149414
	Iteration 2F: 3 clusters Score -300376.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -302798.281250 Penalty: 3972.149414
	Iteration 3F: 3 clusters Score -302798.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -305755.312500 Penalty: 3972.149414
	Iteration 4F: 3 clusters Score -305755.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -307358.125000 Penalty: 3972.149414
	Iteration 5Q: 3 clusters Score -307358.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -307783.406250 Penalty: 3972.149414
	Iteration 6Q: 3 clusters Score -307783.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -308919.562500 Penalty: 3972.149414
	Iteration 7Q: 3 clusters Score -308919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -308966.625000 Penalty: 3972.149414
	Iteration 8Q: 3 clusters Score -308966.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -308966.625000 Penalty: 3972.149414
	Iteration 9F: 3 clusters Score -308966.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 345123 members 
Mstep: Class 2 contains 1077 members 
Mstep: Class 3 contains 32273 members 
Mstep: Class 4 contains 29675 members 
Mstep: Class 5 contains 53988 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 44279 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 19268 members 
Mstep: Class 11 contains 5748 members 
Mstep: Class 12 contains 14905 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 44274 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 8982 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 6378 members 
Mstep: Class 21 contains 8650 members 
Mstep: Class 22 contains 1655 members 
Entering Unmasked Estep 
Score: -70736856.000000 Penalty: 66254.992188
Splitting cluster 22 changes total score from -70720016.000000 to -70736856.000000
So it's getting split into cluster 9.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 32273 members 
Mstep: Class 4 contains 29675 members 
Mstep: Class 5 contains 53988 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 44279 members 
Mstep: Class 10 contains 19268 members 
Mstep: Class 11 contains 5748 members 
Mstep: Class 12 contains 14905 members 
Mstep: Class 13 contains 1315 members 
Mstep: Class 14 contains 44274 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 8982 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 6378 members 
Mstep: Class 21 contains 8650 members 
Mstep: Class 22 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70737920.000000 Penalty: 66254.992188
Iteration 39Q: 21 clusters Score -7.073792e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 343801 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 32450 members 
Mstep: Class 4 contains 29874 members 
Mstep: Class 5 contains 54092 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 44461 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19326 members 
Mstep: Class 11 contains 6046 members 
Mstep: Class 12 contains 15447 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 44294 members 
Mstep: Class 15 contains 3982 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 7817 members 
Mstep: Class 18 contains 6344 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70739712.000000 Penalty: 66254.992188
Iteration 40F: 21 clusters Score -7.073971e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 343841 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 32371 members 
Mstep: Class 4 contains 30022 members 
Mstep: Class 5 contains 54105 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 770 members 
Mstep: Class 8 contains 44589 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19319 members 
Mstep: Class 11 contains 6141 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 1316 members 
Mstep: Class 14 contains 44219 members 
Mstep: Class 15 contains 3926 members 
Mstep: Class 16 contains 8444 members 
Mstep: Class 17 contains 7867 members 
Mstep: Class 18 contains 6297 members 
Mstep: Class 21 contains 8526 members 
Mstep: Class 22 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70740016.000000 Penalty: 66254.992188
Iteration 41Q: 21 clusters Score -7.074002e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 343704 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 32401 members 
Mstep: Class 4 contains 30196 members 
Mstep: Class 5 contains 54150 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 44753 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19324 members 
Mstep: Class 11 contains 6237 members 
Mstep: Class 12 contains 15769 members 
Mstep: Class 13 contains 1311 members 
Mstep: Class 14 contains 44157 members 
Mstep: Class 15 contains 3863 members 
Mstep: Class 16 contains 8130 members 
Mstep: Class 17 contains 7917 members 
Mstep: Class 18 contains 6247 members 
Mstep: Class 21 contains 8449 members 
Mstep: Class 22 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70740600.000000 Penalty: 66254.992188
Iteration 42Q: 21 clusters Score -7.07406e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 343538 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 32454 members 
Mstep: Class 4 contains 30338 members 
Mstep: Class 5 contains 54178 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 768 members 
Mstep: Class 8 contains 44904 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19336 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 12 contains 15903 members 
Mstep: Class 13 contains 1313 members 
Mstep: Class 14 contains 44110 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 16 contains 7845 members 
Mstep: Class 17 contains 7959 members 
Mstep: Class 18 contains 6222 members 
Mstep: Class 21 contains 8383 members 
Mstep: Class 22 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70740808.000000 Penalty: 66254.992188
Iteration 43Q: 21 clusters Score -7.074081e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 343325 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 32544 members 
Mstep: Class 4 contains 30508 members 
Mstep: Class 5 contains 54199 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 45086 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19354 members 
Mstep: Class 11 contains 6371 members 
Mstep: Class 12 contains 15990 members 
Mstep: Class 13 contains 1309 members 
Mstep: Class 14 contains 44077 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 7577 members 
Mstep: Class 17 contains 7985 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 21 contains 8309 members 
Mstep: Class 22 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70741184.000000 Penalty: 66254.992188
Iteration 44Q: 21 clusters Score -7.074118e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 343104 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 3 contains 32676 members 
Mstep: Class 4 contains 30664 members 
Mstep: Class 5 contains 54217 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 770 members 
Mstep: Class 8 contains 45250 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19368 members 
Mstep: Class 11 contains 6439 members 
Mstep: Class 12 contains 16056 members 
Mstep: Class 13 contains 1306 members 
Mstep: Class 14 contains 44060 members 
Mstep: Class 15 contains 3716 members 
Mstep: Class 16 contains 7330 members 
Mstep: Class 17 contains 8012 members 
Mstep: Class 18 contains 6163 members 
Mstep: Class 21 contains 8232 members 
Mstep: Class 22 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70741256.000000 Penalty: 66254.992188
Iteration 45Q: 21 clusters Score -7.074126e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 342879 members 
Mstep: Class 2 contains 1130 members 
Mstep: Class 3 contains 32835 members 
Mstep: Class 4 contains 30826 members 
Mstep: Class 5 contains 54226 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 770 members 
Mstep: Class 8 contains 45381 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19380 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 16119 members 
Mstep: Class 13 contains 1303 members 
Mstep: Class 14 contains 44048 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 7087 members 
Mstep: Class 17 contains 8046 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 21 contains 8159 members 
Mstep: Class 22 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70741608.000000 Penalty: 66254.992188
Iteration 46Q: 21 clusters Score -7.074161e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 342622 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 33005 members 
Mstep: Class 4 contains 30954 members 
Mstep: Class 5 contains 54264 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 770 members 
Mstep: Class 8 contains 45517 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19402 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 16162 members 
Mstep: Class 13 contains 1303 members 
Mstep: Class 14 contains 44025 members 
Mstep: Class 15 contains 3634 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 17 contains 8081 members 
Mstep: Class 18 contains 6104 members 
Mstep: Class 21 contains 8093 members 
Mstep: Class 22 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70742080.000000 Penalty: 66254.992188
Iteration 47Q: 21 clusters Score -7.074208e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 342374 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 33198 members 
Mstep: Class 4 contains 31103 members 
Mstep: Class 5 contains 54286 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 771 members 
Mstep: Class 8 contains 45616 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19437 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 16217 members 
Mstep: Class 13 contains 1303 members 
Mstep: Class 14 contains 44002 members 
Mstep: Class 15 contains 3603 members 
Mstep: Class 16 contains 6625 members 
Mstep: Class 17 contains 8105 members 
Mstep: Class 18 contains 6073 members 
Mstep: Class 21 contains 8012 members 
Mstep: Class 22 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70742360.000000 Penalty: 66254.992188
Iteration 48Q: 21 clusters Score -7.074236e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 342158 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 33396 members 
Mstep: Class 4 contains 31220 members 
Mstep: Class 5 contains 54279 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 45716 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19476 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 16252 members 
Mstep: Class 13 contains 1305 members 
Mstep: Class 14 contains 43983 members 
Mstep: Class 15 contains 3568 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 8130 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 21 contains 7937 members 
Mstep: Class 22 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70742552.000000 Penalty: 66254.992188
Iteration 49Q: 21 clusters Score -7.074255e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 341953 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 33624 members 
Mstep: Class 4 contains 31323 members 
Mstep: Class 5 contains 54281 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 45832 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19491 members 
Mstep: Class 11 contains 6730 members 
Mstep: Class 12 contains 16283 members 
Mstep: Class 13 contains 1306 members 
Mstep: Class 14 contains 43967 members 
Mstep: Class 15 contains 3550 members 
Mstep: Class 16 contains 6190 members 
Mstep: Class 17 contains 8156 members 
Mstep: Class 18 contains 6028 members 
Mstep: Class 21 contains 7854 members 
Mstep: Class 22 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70742704.000000 Penalty: 66254.992188
Iteration 50Q: 21 clusters Score -7.07427e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 341743 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 33833 members 
Mstep: Class 4 contains 31427 members 
Mstep: Class 5 contains 54301 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 775 members 
Mstep: Class 8 contains 45925 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19501 members 
Mstep: Class 11 contains 6776 members 
Mstep: Class 12 contains 16324 members 
Mstep: Class 13 contains 1308 members 
Mstep: Class 14 contains 43945 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 16 contains 5995 members 
Mstep: Class 17 contains 8187 members 
Mstep: Class 18 contains 6004 members 
Mstep: Class 21 contains 7766 members 
Mstep: Class 22 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70743008.000000 Penalty: 66254.992188
Iteration 51Q: 21 clusters Score -7.074301e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 341517 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 34040 members 
Mstep: Class 4 contains 31550 members 
Mstep: Class 5 contains 54323 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 775 members 
Mstep: Class 8 contains 46007 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19516 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 16359 members 
Mstep: Class 13 contains 1308 members 
Mstep: Class 14 contains 43936 members 
Mstep: Class 15 contains 3507 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 8213 members 
Mstep: Class 18 contains 5975 members 
Mstep: Class 21 contains 7680 members 
Mstep: Class 22 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70743136.000000 Penalty: 66254.992188
Iteration 52Q: 21 clusters Score -7.074314e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 341344 members 
Mstep: Class 2 contains 1158 members 
Mstep: Class 3 contains 34249 members 
Mstep: Class 4 contains 31654 members 
Mstep: Class 5 contains 54336 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 46089 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19530 members 
Mstep: Class 11 contains 6848 members 
Mstep: Class 12 contains 16385 members 
Mstep: Class 13 contains 1308 members 
Mstep: Class 14 contains 43916 members 
Mstep: Class 15 contains 3494 members 
Mstep: Class 16 contains 5614 members 
Mstep: Class 17 contains 8232 members 
Mstep: Class 18 contains 5957 members 
Mstep: Class 21 contains 7599 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70743136.000000 Penalty: 66254.992188
Iteration 53Q: 21 clusters Score -7.074314e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 341188 members 
Mstep: Class 2 contains 1160 members 
Mstep: Class 3 contains 34458 members 
Mstep: Class 4 contains 31747 members 
Mstep: Class 5 contains 54359 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 46163 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19549 members 
Mstep: Class 11 contains 6887 members 
Mstep: Class 12 contains 16413 members 
Mstep: Class 13 contains 1307 members 
Mstep: Class 14 contains 43900 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 5404 members 
Mstep: Class 17 contains 8247 members 
Mstep: Class 18 contains 5934 members 
Mstep: Class 21 contains 7521 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70743400.000000 Penalty: 66254.992188
Iteration 54Q: 21 clusters Score -7.07434e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 341012 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 34675 members 
Mstep: Class 4 contains 31849 members 
Mstep: Class 5 contains 54376 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 46237 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19559 members 
Mstep: Class 11 contains 6915 members 
Mstep: Class 12 contains 16434 members 
Mstep: Class 13 contains 1305 members 
Mstep: Class 14 contains 43890 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 8265 members 
Mstep: Class 18 contains 5911 members 
Mstep: Class 21 contains 7441 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70743760.000000 Penalty: 66254.992188
Iteration 55Q: 21 clusters Score -7.074376e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 340869 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 34903 members 
Mstep: Class 4 contains 31936 members 
Mstep: Class 5 contains 54403 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 46295 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 6937 members 
Mstep: Class 12 contains 16452 members 
Mstep: Class 13 contains 1306 members 
Mstep: Class 14 contains 43880 members 
Mstep: Class 15 contains 3441 members 
Mstep: Class 16 contains 5048 members 
Mstep: Class 17 contains 8281 members 
Mstep: Class 18 contains 5885 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70743888.000000 Penalty: 66254.992188
Iteration 56Q: 21 clusters Score -7.074389e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 340745 members 
Mstep: Class 2 contains 1170 members 
Mstep: Class 3 contains 35129 members 
Mstep: Class 4 contains 31999 members 
Mstep: Class 5 contains 54431 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 46356 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19569 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 16472 members 
Mstep: Class 13 contains 1305 members 
Mstep: Class 14 contains 43867 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 4872 members 
Mstep: Class 17 contains 8301 members 
Mstep: Class 18 contains 5867 members 
Mstep: Class 21 contains 7244 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70744072.000000 Penalty: 66254.992188
Iteration 57Q: 21 clusters Score -7.074407e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 340588 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 3 contains 35367 members 
Mstep: Class 4 contains 32065 members 
Mstep: Class 5 contains 54468 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 46422 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 6968 members 
Mstep: Class 12 contains 16484 members 
Mstep: Class 13 contains 1304 members 
Mstep: Class 14 contains 43858 members 
Mstep: Class 15 contains 3428 members 
Mstep: Class 16 contains 4715 members 
Mstep: Class 17 contains 8322 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 21 contains 7138 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70744264.000000 Penalty: 66254.992188
Iteration 58Q: 21 clusters Score -7.074426e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 340460 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 3 contains 35599 members 
Mstep: Class 4 contains 32112 members 
Mstep: Class 5 contains 54497 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 46487 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19576 members 
Mstep: Class 11 contains 6990 members 
Mstep: Class 12 contains 16502 members 
Mstep: Class 13 contains 1303 members 
Mstep: Class 14 contains 43862 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 4542 members 
Mstep: Class 17 contains 8342 members 
Mstep: Class 18 contains 5821 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70744416.000000 Penalty: 66254.992188
Iteration 59Q: 21 clusters Score -7.074442e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 340334 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 3 contains 35835 members 
Mstep: Class 4 contains 32154 members 
Mstep: Class 5 contains 54509 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 46552 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19582 members 
Mstep: Class 11 contains 7010 members 
Mstep: Class 12 contains 16511 members 
Mstep: Class 13 contains 1301 members 
Mstep: Class 14 contains 43874 members 
Mstep: Class 15 contains 3407 members 
Mstep: Class 16 contains 4370 members 
Mstep: Class 17 contains 8361 members 
Mstep: Class 18 contains 5809 members 
Mstep: Class 21 contains 6932 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70744544.000000 Penalty: 66254.992188
Iteration 60F: 21 clusters Score -7.074454e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 340204 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 36087 members 
Mstep: Class 4 contains 32209 members 
Mstep: Class 5 contains 54528 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 46608 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19586 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 16520 members 
Mstep: Class 13 contains 1300 members 
Mstep: Class 14 contains 43872 members 
Mstep: Class 15 contains 3403 members 
Mstep: Class 16 contains 4186 members 
Mstep: Class 17 contains 8383 members 
Mstep: Class 18 contains 5791 members 
Mstep: Class 21 contains 6837 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70744880.000000 Penalty: 66254.992188
Iteration 61Q: 21 clusters Score -7.074488e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 340126 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 36308 members 
Mstep: Class 4 contains 32244 members 
Mstep: Class 5 contains 54556 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 46660 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19593 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 16527 members 
Mstep: Class 13 contains 1300 members 
Mstep: Class 14 contains 43866 members 
Mstep: Class 15 contains 3397 members 
Mstep: Class 16 contains 4008 members 
Mstep: Class 17 contains 8393 members 
Mstep: Class 18 contains 5773 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70745072.000000 Penalty: 66254.992188
Iteration 62Q: 21 clusters Score -7.074507e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 340070 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 36489 members 
Mstep: Class 4 contains 32274 members 
Mstep: Class 5 contains 54581 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 46708 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19595 members 
Mstep: Class 11 contains 7054 members 
Mstep: Class 12 contains 16535 members 
Mstep: Class 13 contains 1300 members 
Mstep: Class 14 contains 43849 members 
Mstep: Class 15 contains 3396 members 
Mstep: Class 16 contains 3839 members 
Mstep: Class 17 contains 8402 members 
Mstep: Class 18 contains 5758 members 
Mstep: Class 21 contains 6687 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70745264.000000 Penalty: 66254.992188
Iteration 63Q: 21 clusters Score -7.074526e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 339957 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 36657 members 
Mstep: Class 4 contains 32310 members 
Mstep: Class 5 contains 54597 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 775 members 
Mstep: Class 8 contains 46769 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19606 members 
Mstep: Class 11 contains 7067 members 
Mstep: Class 12 contains 16541 members 
Mstep: Class 13 contains 1300 members 
Mstep: Class 14 contains 43837 members 
Mstep: Class 15 contains 3394 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 8420 members 
Mstep: Class 18 contains 5749 members 
Mstep: Class 21 contains 6631 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70745512.000000 Penalty: 66254.992188
Iteration 64Q: 21 clusters Score -7.074551e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 339868 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 36813 members 
Mstep: Class 4 contains 32358 members 
Mstep: Class 5 contains 54619 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 46817 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19616 members 
Mstep: Class 11 contains 7077 members 
Mstep: Class 12 contains 16540 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 43811 members 
Mstep: Class 15 contains 3386 members 
Mstep: Class 16 contains 3580 members 
Mstep: Class 17 contains 8435 members 
Mstep: Class 18 contains 5737 members 
Mstep: Class 21 contains 6569 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70745688.000000 Penalty: 66254.992188
Iteration 65Q: 21 clusters Score -7.074569e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 339772 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 36954 members 
Mstep: Class 4 contains 32393 members 
Mstep: Class 5 contains 54642 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 46865 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19629 members 
Mstep: Class 11 contains 7092 members 
Mstep: Class 12 contains 16547 members 
Mstep: Class 13 contains 1298 members 
Mstep: Class 14 contains 43785 members 
Mstep: Class 15 contains 3379 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 8451 members 
Mstep: Class 18 contains 5719 members 
Mstep: Class 21 contains 6512 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70745648.000000 Penalty: 66254.992188
Iteration 66Q: 21 clusters Score -7.074565e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 339661 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 37076 members 
Mstep: Class 4 contains 32445 members 
Mstep: Class 5 contains 54672 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 46906 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19643 members 
Mstep: Class 11 contains 7107 members 
Mstep: Class 12 contains 16552 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43769 members 
Mstep: Class 15 contains 3372 members 
Mstep: Class 16 contains 3394 members 
Mstep: Class 17 contains 8467 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 21 contains 6454 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70745656.000000 Penalty: 66254.992188
Iteration 67Q: 21 clusters Score -7.074566e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 339574 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 37204 members 
Mstep: Class 4 contains 32482 members 
Mstep: Class 5 contains 54681 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 46946 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19652 members 
Mstep: Class 11 contains 7123 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43760 members 
Mstep: Class 15 contains 3373 members 
Mstep: Class 16 contains 3293 members 
Mstep: Class 17 contains 8480 members 
Mstep: Class 18 contains 5699 members 
Mstep: Class 21 contains 6398 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70745864.000000 Penalty: 66254.992188
Iteration 68Q: 21 clusters Score -7.074586e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 339484 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 37327 members 
Mstep: Class 4 contains 32519 members 
Mstep: Class 5 contains 54700 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 46980 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19656 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 16563 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43751 members 
Mstep: Class 15 contains 3374 members 
Mstep: Class 16 contains 3193 members 
Mstep: Class 17 contains 8494 members 
Mstep: Class 18 contains 5692 members 
Mstep: Class 21 contains 6345 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70745856.000000 Penalty: 66254.992188
Iteration 69Q: 21 clusters Score -7.074586e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 339410 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 37451 members 
Mstep: Class 4 contains 32560 members 
Mstep: Class 5 contains 54714 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 47017 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19675 members 
Mstep: Class 11 contains 7160 members 
Mstep: Class 12 contains 16565 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43737 members 
Mstep: Class 15 contains 3366 members 
Mstep: Class 16 contains 3088 members 
Mstep: Class 17 contains 8506 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746008.000000 Penalty: 66254.992188
Iteration 70Q: 21 clusters Score -7.074601e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 339352 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 37545 members 
Mstep: Class 4 contains 32598 members 
Mstep: Class 5 contains 54720 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 47063 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19679 members 
Mstep: Class 11 contains 7179 members 
Mstep: Class 12 contains 16565 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43727 members 
Mstep: Class 15 contains 3362 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 8517 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746064.000000 Penalty: 66254.992188
Iteration 71Q: 21 clusters Score -7.074606e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 339284 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 37672 members 
Mstep: Class 4 contains 32626 members 
Mstep: Class 5 contains 54727 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 47091 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19684 members 
Mstep: Class 11 contains 7199 members 
Mstep: Class 12 contains 16571 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43722 members 
Mstep: Class 15 contains 3358 members 
Mstep: Class 16 contains 2897 members 
Mstep: Class 17 contains 8529 members 
Mstep: Class 18 contains 5678 members 
Mstep: Class 21 contains 6185 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746184.000000 Penalty: 66254.992188
Iteration 72Q: 21 clusters Score -7.074618e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 339204 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 37800 members 
Mstep: Class 4 contains 32652 members 
Mstep: Class 5 contains 54730 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 47128 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19679 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 16574 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43724 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 16 contains 2810 members 
Mstep: Class 17 contains 8545 members 
Mstep: Class 18 contains 5676 members 
Mstep: Class 21 contains 6134 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746176.000000 Penalty: 66254.992188
Iteration 73Q: 21 clusters Score -7.074618e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 339116 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 37930 members 
Mstep: Class 4 contains 32683 members 
Mstep: Class 5 contains 54736 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 47173 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19687 members 
Mstep: Class 11 contains 7225 members 
Mstep: Class 12 contains 16577 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43715 members 
Mstep: Class 15 contains 3342 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 8561 members 
Mstep: Class 18 contains 5675 members 
Mstep: Class 21 contains 6083 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 21 clusters Score -7.07463e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 339008 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 38056 members 
Mstep: Class 4 contains 32713 members 
Mstep: Class 5 contains 54747 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 47217 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7235 members 
Mstep: Class 12 contains 16577 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43699 members 
Mstep: Class 15 contains 3337 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 8584 members 
Mstep: Class 18 contains 5672 members 
Mstep: Class 21 contains 6037 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746360.000000 Penalty: 66254.992188
Iteration 75Q: 21 clusters Score -7.074636e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338934 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 38168 members 
Mstep: Class 4 contains 32736 members 
Mstep: Class 5 contains 54749 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 47270 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19709 members 
Mstep: Class 11 contains 7241 members 
Mstep: Class 12 contains 16578 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43686 members 
Mstep: Class 15 contains 3335 members 
Mstep: Class 16 contains 2560 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 18 contains 5671 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 76Q: 21 clusters Score -7.07465e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338855 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 38285 members 
Mstep: Class 4 contains 32760 members 
Mstep: Class 5 contains 54752 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 47320 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19719 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 16581 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43684 members 
Mstep: Class 15 contains 3331 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 8599 members 
Mstep: Class 18 contains 5667 members 
Mstep: Class 21 contains 5945 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746608.000000 Penalty: 66254.992188
Iteration 77Q: 21 clusters Score -7.074661e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338795 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 38383 members 
Mstep: Class 4 contains 32786 members 
Mstep: Class 5 contains 54758 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 47357 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19724 members 
Mstep: Class 11 contains 7257 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43677 members 
Mstep: Class 15 contains 3326 members 
Mstep: Class 16 contains 2399 members 
Mstep: Class 17 contains 8611 members 
Mstep: Class 18 contains 5667 members 
Mstep: Class 21 contains 5902 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 78Q: 21 clusters Score -7.07467e+07 nChanged 335
Entering ConstructFrom: 
Score: -70746696.000000 Penalty: 66254.992188
Entering ConstructFrom: 
Trying to split cluster 1 (338738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338738 members 
Entering Unmasked Estep 
Score: -38381084.000000 Penalty: 3157.779785
	Iteration 0F: 2 clusters Score -3.838108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169261 members 
Mstep: Class 2 contains 169477 members 
Entering Unmasked Estep 
Score: -38192656.000000 Penalty: 6315.559570
	Iteration 0F: 3 clusters Score -3.819266e+07 nChanged 164486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165547 members 
Mstep: Class 2 contains 173191 members 
Entering Unmasked Estep 
Score: -38289304.000000 Penalty: 6315.559570
	Iteration 1F: 3 clusters Score -3.82893e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163244 members 
Mstep: Class 2 contains 175494 members 
Entering Unmasked Estep 
Score: -38290332.000000 Penalty: 6315.559570
	Iteration 2Q: 3 clusters Score -3.829033e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159783 members 
Mstep: Class 2 contains 178955 members 
Entering Unmasked Estep 
Score: -38291516.000000 Penalty: 6315.559570
	Iteration 3Q: 3 clusters Score -3.829152e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154273 members 
Mstep: Class 2 contains 184465 members 
Entering Unmasked Estep 
Score: -38293176.000000 Penalty: 6315.559570
	Iteration 4Q: 3 clusters Score -3.829318e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145942 members 
Mstep: Class 2 contains 192796 members 
Entering Unmasked Estep 
Score: -38296720.000000 Penalty: 6315.559570
	Iteration 5Q: 3 clusters Score -3.829672e+07 nChanged 14579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133537 members 
Mstep: Class 2 contains 205201 members 
Entering Unmasked Estep 
Score: -38302576.000000 Penalty: 6315.559570
	Iteration 6Q: 3 clusters Score -3.830258e+07 nChanged 19120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116295 members 
Mstep: Class 2 contains 222443 members 
Entering Unmasked Estep 
Score: -38312648.000000 Penalty: 6315.559570
	Iteration 7F: 3 clusters Score -3.831265e+07 nChanged 22631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 242754 members 
Entering Unmasked Estep 
Score: -38326872.000000 Penalty: 6315.559570
	Iteration 8F: 3 clusters Score -3.832687e+07 nChanged 22596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 261704 members 
Entering Unmasked Estep 
Score: -38341256.000000 Penalty: 6315.559570
	Iteration 9F: 3 clusters Score -3.834126e+07 nChanged 18766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 274418 members 
Entering Unmasked Estep 
Score: -38353284.000000 Penalty: 6315.559570
	Iteration 10F: 3 clusters Score -3.835328e+07 nChanged 13979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 280223 members 
Entering Unmasked Estep 
Score: -38360468.000000 Penalty: 6315.559570
	Iteration 11Q: 3 clusters Score -3.836047e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 282644 members 
Entering Unmasked Estep 
Score: -38363332.000000 Penalty: 6315.559570
	Iteration 12Q: 3 clusters Score -3.836333e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 284089 members 
Entering Unmasked Estep 
Score: -38363948.000000 Penalty: 6315.559570
	Iteration 13Q: 3 clusters Score -3.836395e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 285402 members 
Entering Unmasked Estep 
Score: -38364128.000000 Penalty: 6315.559570
	Iteration 14Q: 3 clusters Score -3.836413e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 286716 members 
Entering Unmasked Estep 
Score: -38364076.000000 Penalty: 6315.559570
	Iteration 15Q: 3 clusters Score -3.836408e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 287947 members 
Entering Unmasked Estep 
Score: -38364136.000000 Penalty: 6315.559570
	Iteration 16Q: 3 clusters Score -3.836414e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 289062 members 
Entering Unmasked Estep 
Score: -38364248.000000 Penalty: 6315.559570
	Iteration 17Q: 3 clusters Score -3.836425e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 290123 members 
Entering Unmasked Estep 
Score: -38364364.000000 Penalty: 6315.559570
	Iteration 18Q: 3 clusters Score -3.836436e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 291150 members 
Entering Unmasked Estep 
Score: -38364568.000000 Penalty: 6315.559570
	Iteration 19Q: 3 clusters Score -3.836457e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 292139 members 
Entering Unmasked Estep 
Score: -38364676.000000 Penalty: 6315.559570
	Iteration 20F: 3 clusters Score -3.836468e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 293075 members 
Entering Unmasked Estep 
Score: -38364964.000000 Penalty: 6315.559570
	Iteration 21Q: 3 clusters Score -3.836496e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 294055 members 
Entering Unmasked Estep 
Score: -38365196.000000 Penalty: 6315.559570
	Iteration 22Q: 3 clusters Score -3.83652e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 295023 members 
Entering Unmasked Estep 
Score: -38365532.000000 Penalty: 6315.559570
	Iteration 23Q: 3 clusters Score -3.836553e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 295995 members 
Entering Unmasked Estep 
Score: -38365688.000000 Penalty: 6315.559570
	Iteration 24Q: 3 clusters Score -3.836569e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 297017 members 
Entering Unmasked Estep 
Score: -38366036.000000 Penalty: 6315.559570
	Iteration 25Q: 3 clusters Score -3.836604e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 298055 members 
Entering Unmasked Estep 
Score: -38366276.000000 Penalty: 6315.559570
	Iteration 26Q: 3 clusters Score -3.836628e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 299057 members 
Entering Unmasked Estep 
Score: -38366472.000000 Penalty: 6315.559570
	Iteration 27Q: 3 clusters Score -3.836647e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 300019 members 
Entering Unmasked Estep 
Score: -38366708.000000 Penalty: 6315.559570
	Iteration 28Q: 3 clusters Score -3.836671e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 301016 members 
Entering Unmasked Estep 
Score: -38367024.000000 Penalty: 6315.559570
	Iteration 29Q: 3 clusters Score -3.836702e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 302071 members 
Entering Unmasked Estep 
Score: -38367416.000000 Penalty: 6315.559570
	Iteration 30Q: 3 clusters Score -3.836742e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 303105 members 
Entering Unmasked Estep 
Score: -38367508.000000 Penalty: 6315.559570
	Iteration 31Q: 3 clusters Score -3.836751e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 304121 members 
Entering Unmasked Estep 
Score: -38367716.000000 Penalty: 6315.559570
	Iteration 32Q: 3 clusters Score -3.836772e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 305198 members 
Entering Unmasked Estep 
Score: -38368112.000000 Penalty: 6315.559570
	Iteration 33Q: 3 clusters Score -3.836811e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 306237 members 
Entering Unmasked Estep 
Score: -38368364.000000 Penalty: 6315.559570
	Iteration 34Q: 3 clusters Score -3.836836e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 307291 members 
Entering Unmasked Estep 
Score: -38368760.000000 Penalty: 6315.559570
	Iteration 35Q: 3 clusters Score -3.836876e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 308313 members 
Entering Unmasked Estep 
Score: -38368860.000000 Penalty: 6315.559570
	Iteration 36Q: 3 clusters Score -3.836886e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 309321 members 
Entering Unmasked Estep 
Score: -38369052.000000 Penalty: 6315.559570
	Iteration 37Q: 3 clusters Score -3.836905e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 310339 members 
Entering Unmasked Estep 
Score: -38369324.000000 Penalty: 6315.559570
	Iteration 38Q: 3 clusters Score -3.836932e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 311337 members 
Entering Unmasked Estep 
Score: -38369452.000000 Penalty: 6315.559570
	Iteration 39Q: 3 clusters Score -3.836945e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 312362 members 
Entering Unmasked Estep 
Score: -38369576.000000 Penalty: 6315.559570
	Iteration 40F: 3 clusters Score -3.836958e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 313398 members 
Entering Unmasked Estep 
Score: -38369792.000000 Penalty: 6315.559570
	Iteration 41Q: 3 clusters Score -3.836979e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 314370 members 
Entering Unmasked Estep 
Score: -38370064.000000 Penalty: 6315.559570
	Iteration 42Q: 3 clusters Score -3.837006e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 315336 members 
Entering Unmasked Estep 
Score: -38370212.000000 Penalty: 6315.559570
	Iteration 43Q: 3 clusters Score -3.837021e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 316281 members 
Entering Unmasked Estep 
Score: -38370540.000000 Penalty: 6315.559570
	Iteration 44Q: 3 clusters Score -3.837054e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 317243 members 
Entering Unmasked Estep 
Score: -38370808.000000 Penalty: 6315.559570
	Iteration 45Q: 3 clusters Score -3.837081e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 318177 members 
Entering Unmasked Estep 
Score: -38371124.000000 Penalty: 6315.559570
	Iteration 46Q: 3 clusters Score -3.837112e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 319138 members 
Entering Unmasked Estep 
Score: -38371428.000000 Penalty: 6315.559570
	Iteration 47Q: 3 clusters Score -3.837143e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 320044 members 
Entering Unmasked Estep 
Score: -38371576.000000 Penalty: 6315.559570
	Iteration 48Q: 3 clusters Score -3.837158e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 320982 members 
Entering Unmasked Estep 
Score: -38371844.000000 Penalty: 6315.559570
	Iteration 49Q: 3 clusters Score -3.837184e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 321904 members 
Entering Unmasked Estep 
Score: -38372108.000000 Penalty: 6315.559570
	Iteration 50Q: 3 clusters Score -3.837211e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 322842 members 
Entering Unmasked Estep 
Score: -38372364.000000 Penalty: 6315.559570
	Iteration 51Q: 3 clusters Score -3.837236e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 323726 members 
Entering Unmasked Estep 
Score: -38372640.000000 Penalty: 6315.559570
	Iteration 52Q: 3 clusters Score -3.837264e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 324596 members 
Entering Unmasked Estep 
Score: -38372988.000000 Penalty: 6315.559570
	Iteration 53Q: 3 clusters Score -3.837299e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 325419 members 
Entering Unmasked Estep 
Score: -38373232.000000 Penalty: 6315.559570
	Iteration 54Q: 3 clusters Score -3.837323e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 326260 members 
Entering Unmasked Estep 
Score: -38373416.000000 Penalty: 6315.559570
	Iteration 55Q: 3 clusters Score -3.837342e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 327084 members 
Entering Unmasked Estep 
Score: -38373680.000000 Penalty: 6315.559570
	Iteration 56Q: 3 clusters Score -3.837368e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 327832 members 
Entering Unmasked Estep 
Score: -38374052.000000 Penalty: 6315.559570
	Iteration 57Q: 3 clusters Score -3.837405e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 328528 members 
Entering Unmasked Estep 
Score: -38374440.000000 Penalty: 6315.559570
	Iteration 58Q: 3 clusters Score -3.837444e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 329180 members 
Entering Unmasked Estep 
Score: -38374652.000000 Penalty: 6315.559570
	Iteration 59Q: 3 clusters Score -3.837465e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 329797 members 
Entering Unmasked Estep 
Score: -38374884.000000 Penalty: 6315.559570
	Iteration 60F: 3 clusters Score -3.837488e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 330337 members 
Entering Unmasked Estep 
Score: -38375228.000000 Penalty: 6315.559570
	Iteration 61Q: 3 clusters Score -3.837523e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 330826 members 
Entering Unmasked Estep 
Score: -38375484.000000 Penalty: 6315.559570
	Iteration 62Q: 3 clusters Score -3.837548e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 331285 members 
Entering Unmasked Estep 
Score: -38375664.000000 Penalty: 6315.559570
	Iteration 63Q: 3 clusters Score -3.837566e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 331690 members 
Entering Unmasked Estep 
Score: -38375868.000000 Penalty: 6315.559570
	Iteration 64Q: 3 clusters Score -3.837587e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 332075 members 
Entering Unmasked Estep 
Score: -38376084.000000 Penalty: 6315.559570
	Iteration 65Q: 3 clusters Score -3.837608e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 332407 members 
Entering Unmasked Estep 
Score: -38376312.000000 Penalty: 6315.559570
	Iteration 66Q: 3 clusters Score -3.837631e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 332718 members 
Entering Unmasked Estep 
Score: -38376488.000000 Penalty: 6315.559570
	Iteration 67Q: 3 clusters Score -3.837649e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 332999 members 
Entering Unmasked Estep 
Score: -38376696.000000 Penalty: 6315.559570
	Iteration 68Q: 3 clusters Score -3.83767e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 333257 members 
Entering Unmasked Estep 
Score: -38376848.000000 Penalty: 6315.559570
	Iteration 69Q: 3 clusters Score -3.837685e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 333484 members 
Entering Unmasked Estep 
Score: -38376952.000000 Penalty: 6315.559570
	Iteration 70Q: 3 clusters Score -3.837695e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 333695 members 
Entering Unmasked Estep 
Score: -38376944.000000 Penalty: 6315.559570
	Iteration 71Q: 3 clusters Score -3.837694e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 333929 members 
Entering Unmasked Estep 
Score: -38377032.000000 Penalty: 6315.559570
	Iteration 72Q: 3 clusters Score -3.837703e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 334164 members 
Entering Unmasked Estep 
Score: -38377248.000000 Penalty: 6315.559570
	Iteration 73Q: 3 clusters Score -3.837725e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 334378 members 
Entering Unmasked Estep 
Score: -38377308.000000 Penalty: 6315.559570
	Iteration 74Q: 3 clusters Score -3.837731e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 334570 members 
Entering Unmasked Estep 
Score: -38377420.000000 Penalty: 6315.559570
	Iteration 75Q: 3 clusters Score -3.837742e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 334756 members 
Entering Unmasked Estep 
Score: -38377548.000000 Penalty: 6315.559570
	Iteration 76Q: 3 clusters Score -3.837755e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 334956 members 
Entering Unmasked Estep 
Score: -38377696.000000 Penalty: 6315.559570
	Iteration 77Q: 3 clusters Score -3.83777e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 335135 members 
Entering Unmasked Estep 
Score: -38377872.000000 Penalty: 6315.559570
	Iteration 78Q: 3 clusters Score -3.837787e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 335316 members 
Entering Unmasked Estep 
Score: -38377924.000000 Penalty: 6315.559570
	Iteration 79Q: 3 clusters Score -3.837792e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 335454 members 
Entering Unmasked Estep 
Score: -38377968.000000 Penalty: 6315.559570
	Iteration 80F: 3 clusters Score -3.837797e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 335581 members 
Entering Unmasked Estep 
Score: -38378012.000000 Penalty: 6315.559570
	Iteration 81Q: 3 clusters Score -3.837801e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 335699 members 
Entering Unmasked Estep 
Score: -38378096.000000 Penalty: 6315.559570
	Iteration 82Q: 3 clusters Score -3.83781e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 335822 members 
Entering Unmasked Estep 
Score: -38378232.000000 Penalty: 6315.559570
	Iteration 83Q: 3 clusters Score -3.837823e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 335931 members 
Entering Unmasked Estep 
Score: -38378240.000000 Penalty: 6315.559570
	Iteration 84Q: 3 clusters Score -3.837824e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 336027 members 
Entering Unmasked Estep 
Score: -38378300.000000 Penalty: 6315.559570
	Iteration 85Q: 3 clusters Score -3.83783e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 336125 members 
Entering Unmasked Estep 
Score: -38378388.000000 Penalty: 6315.559570
	Iteration 86Q: 3 clusters Score -3.837839e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 336204 members 
Entering Unmasked Estep 
Score: -38378416.000000 Penalty: 6315.559570
	Iteration 87Q: 3 clusters Score -3.837842e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 336277 members 
Entering Unmasked Estep 
Score: -38378400.000000 Penalty: 6315.559570
	Iteration 88Q: 3 clusters Score -3.83784e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 336354 members 
Entering Unmasked Estep 
Score: -38378380.000000 Penalty: 6315.559570
	Iteration 89Q: 3 clusters Score -3.837838e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 336431 members 
Entering Unmasked Estep 
Score: -38378496.000000 Penalty: 6315.559570
	Iteration 90Q: 3 clusters Score -3.83785e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 336507 members 
Entering Unmasked Estep 
Score: -38378504.000000 Penalty: 6315.559570
	Iteration 91Q: 3 clusters Score -3.83785e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 336586 members 
Entering Unmasked Estep 
Score: -38378520.000000 Penalty: 6315.559570
	Iteration 92Q: 3 clusters Score -3.837852e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 336657 members 
Entering Unmasked Estep 
Score: -38378560.000000 Penalty: 6315.559570
	Iteration 93Q: 3 clusters Score -3.837856e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 336713 members 
Entering Unmasked Estep 
Score: -38378532.000000 Penalty: 6315.559570
	Iteration 94Q: 3 clusters Score -3.837853e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 336765 members 
Entering Unmasked Estep 
Score: -38378604.000000 Penalty: 6315.559570
	Iteration 95Q: 3 clusters Score -3.83786e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 336805 members 
Entering Unmasked Estep 
Score: -38378604.000000 Penalty: 6315.559570
	Iteration 96Q: 3 clusters Score -3.83786e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 336840 members 
Entering Unmasked Estep 
Score: -38378576.000000 Penalty: 6315.559570
	Iteration 97Q: 3 clusters Score -3.837858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 336857 members 
Entering Unmasked Estep 
Score: -38378624.000000 Penalty: 6315.559570
	Iteration 98Q: 3 clusters Score -3.837862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 336876 members 
Entering Unmasked Estep 
Score: -38378596.000000 Penalty: 6315.559570
	Iteration 99Q: 3 clusters Score -3.83786e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 336896 members 
Entering Unmasked Estep 
Score: -38378620.000000 Penalty: 6315.559570
	Iteration 100F: 3 clusters Score -3.837862e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 336922 members 
Entering Unmasked Estep 
Score: -38378640.000000 Penalty: 6315.559570
	Iteration 101Q: 3 clusters Score -3.837864e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 336944 members 
Entering Unmasked Estep 
Score: -38378636.000000 Penalty: 6315.559570
	Iteration 102Q: 3 clusters Score -3.837864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 336959 members 
Entering Unmasked Estep 
Score: -38378676.000000 Penalty: 6315.559570
	Iteration 103Q: 3 clusters Score -3.837868e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 336975 members 
Entering Unmasked Estep 
Score: -38378684.000000 Penalty: 6315.559570
	Iteration 104Q: 3 clusters Score -3.837868e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 336987 members 
Entering Unmasked Estep 
Score: -38378704.000000 Penalty: 6315.559570
	Iteration 105Q: 3 clusters Score -3.83787e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 337001 members 
Entering Unmasked Estep 
Score: -38378752.000000 Penalty: 6315.559570
	Iteration 106Q: 3 clusters Score -3.837875e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 337011 members 
Entering Unmasked Estep 
Score: -38378740.000000 Penalty: 6315.559570
	Iteration 107Q: 3 clusters Score -3.837874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 337025 members 
Entering Unmasked Estep 
Score: -38378748.000000 Penalty: 6315.559570
	Iteration 108Q: 3 clusters Score -3.837875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 337036 members 
Entering Unmasked Estep 
Score: -38378732.000000 Penalty: 6315.559570
	Iteration 109Q: 3 clusters Score -3.837873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 337044 members 
Entering Unmasked Estep 
Score: -38378704.000000 Penalty: 6315.559570
	Iteration 110Q: 3 clusters Score -3.83787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 337052 members 
Entering Unmasked Estep 
Score: -38378728.000000 Penalty: 6315.559570
	Iteration 111Q: 3 clusters Score -3.837873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 337055 members 
Entering Unmasked Estep 
Score: -38378752.000000 Penalty: 6315.559570
	Iteration 112Q: 3 clusters Score -3.837875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 337054 members 
Entering Unmasked Estep 
Score: -38378744.000000 Penalty: 6315.559570
	Iteration 113Q: 3 clusters Score -3.837874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 337055 members 
Entering Unmasked Estep 
Score: -38378748.000000 Penalty: 6315.559570
	Iteration 114Q: 3 clusters Score -3.837875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 337056 members 
Entering Unmasked Estep 
Score: -38378748.000000 Penalty: 6315.559570
	Iteration 115Q: 3 clusters Score -3.837875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 337058 members 
Entering Unmasked Estep 
Score: -38378748.000000 Penalty: 6315.559570
	Iteration 116Q: 3 clusters Score -3.837875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 337065 members 
Entering Unmasked Estep 
Score: -38378720.000000 Penalty: 6315.559570
	Iteration 117Q: 3 clusters Score -3.837872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 337073 members 
Entering Unmasked Estep 
Score: -38378724.000000 Penalty: 6315.559570
	Iteration 118Q: 3 clusters Score -3.837872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 337078 members 
Entering Unmasked Estep 
Score: -38378708.000000 Penalty: 6315.559570
	Iteration 119Q: 3 clusters Score -3.837871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 337083 members 
Entering Unmasked Estep 
Score: -38378708.000000 Penalty: 6315.559570
	Iteration 120F: 3 clusters Score -3.837871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 337085 members 
Entering Unmasked Estep 
Score: -38378744.000000 Penalty: 6315.559570
	Iteration 121Q: 3 clusters Score -3.837874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 337086 members 
Entering Unmasked Estep 
Score: -38378752.000000 Penalty: 6315.559570
	Iteration 122Q: 3 clusters Score -3.837875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 337086 members 
Entering Unmasked Estep 
Score: -38378752.000000 Penalty: 6315.559570
	Iteration 123F: 3 clusters Score -3.837875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -132816.671875 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -132816.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -130726.187500 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -130726.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131002.890625 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -131002.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131088.906250 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -131088.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -131138.906250 Penalty: 3512.527344
	Iteration 3Q: 3 clusters Score -131138.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131177.375000 Penalty: 3512.527344
	Iteration 4Q: 3 clusters Score -131177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131194.640625 Penalty: 3512.527344
	Iteration 5Q: 3 clusters Score -131194.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131204.218750 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -131204.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -131211.531250 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -131211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131218.687500 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -131218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131224.203125 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -131224.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131228.796875 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -131228.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131228.796875 Penalty: 3512.527344
	Iteration 11F: 3 clusters Score -131228.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Entering Unmasked Estep 
Score: -4307851.000000 Penalty: 2618.222412
	Iteration 0F: 2 clusters Score -4307851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -4281714.000000 Penalty: 5236.444824
	Iteration 0F: 3 clusters Score -4281714 nChanged 17526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -4291432.500000 Penalty: 5236.444824
	Iteration 1F: 3 clusters Score -4291432 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4291916.500000 Penalty: 5236.444824
	Iteration 2Q: 3 clusters Score -4291916 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -4292465.500000 Penalty: 5236.444824
	Iteration 3Q: 3 clusters Score -4292466 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -4293007.000000 Penalty: 5236.444824
	Iteration 4Q: 3 clusters Score -4293007 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4293714.000000 Penalty: 5236.444824
	Iteration 5Q: 3 clusters Score -4293714 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -4294674.500000 Penalty: 5236.444824
	Iteration 6F: 3 clusters Score -4294674 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -4296134.000000 Penalty: 5236.444824
	Iteration 7F: 3 clusters Score -4296134 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4298045.500000 Penalty: 5236.444824
	Iteration 8F: 3 clusters Score -4298046 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4300279.000000 Penalty: 5236.444824
	Iteration 9F: 3 clusters Score -4300279 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -4302466.500000 Penalty: 5236.444824
	Iteration 10F: 3 clusters Score -4302466 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4304074.500000 Penalty: 5236.444824
	Iteration 11Q: 3 clusters Score -4304074 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -4304956.000000 Penalty: 5236.444824
	Iteration 12Q: 3 clusters Score -4304956 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -4305365.500000 Penalty: 5236.444824
	Iteration 13Q: 3 clusters Score -4305366 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -4305532.500000 Penalty: 5236.444824
	Iteration 14Q: 3 clusters Score -4305532 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -4305616.000000 Penalty: 5236.444824
	Iteration 15Q: 3 clusters Score -4305616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -4305652.000000 Penalty: 5236.444824
	Iteration 16Q: 3 clusters Score -4305652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -4305671.000000 Penalty: 5236.444824
	Iteration 17Q: 3 clusters Score -4305671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -4305694.500000 Penalty: 5236.444824
	Iteration 18Q: 3 clusters Score -4305694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -4305707.000000 Penalty: 5236.444824
	Iteration 19Q: 3 clusters Score -4305707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -4305723.500000 Penalty: 5236.444824
	Iteration 20F: 3 clusters Score -4305724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -4305730.500000 Penalty: 5236.444824
	Iteration 21Q: 3 clusters Score -4305730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -4305742.500000 Penalty: 5236.444824
	Iteration 22Q: 3 clusters Score -4305742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -4305748.500000 Penalty: 5236.444824
	Iteration 23Q: 3 clusters Score -4305748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -4305752.500000 Penalty: 5236.444824
	Iteration 24Q: 3 clusters Score -4305752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -4305764.500000 Penalty: 5236.444824
	Iteration 25Q: 3 clusters Score -4305764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -4305768.000000 Penalty: 5236.444824
	Iteration 26Q: 3 clusters Score -4305768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -4305774.000000 Penalty: 5236.444824
	Iteration 27Q: 3 clusters Score -4305774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -4305774.500000 Penalty: 5236.444824
	Iteration 28Q: 3 clusters Score -4305774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -4305776.500000 Penalty: 5236.444824
	Iteration 29Q: 3 clusters Score -4305776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -4305782.500000 Penalty: 5236.444824
	Iteration 30Q: 3 clusters Score -4305782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -4305782.500000 Penalty: 5236.444824
	Iteration 31F: 3 clusters Score -4305782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Entering Unmasked Estep 
Score: -3767952.750000 Penalty: 2578.908203
	Iteration 0F: 2 clusters Score -3767953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3745588.500000 Penalty: 5157.816406
	Iteration 0F: 3 clusters Score -3745588 nChanged 14828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3753701.000000 Penalty: 5157.816406
	Iteration 1F: 3 clusters Score -3753701 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3754340.000000 Penalty: 5157.816406
	Iteration 2Q: 3 clusters Score -3754340 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -3755003.250000 Penalty: 5157.816406
	Iteration 3Q: 3 clusters Score -3755003 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3755747.750000 Penalty: 5157.816406
	Iteration 4Q: 3 clusters Score -3755748 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -3756658.750000 Penalty: 5157.816406
	Iteration 5F: 3 clusters Score -3756659 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -3757680.250000 Penalty: 5157.816406
	Iteration 6F: 3 clusters Score -3757680 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3758867.250000 Penalty: 5157.816406
	Iteration 7F: 3 clusters Score -3758867 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3760100.250000 Penalty: 5157.816406
	Iteration 8F: 3 clusters Score -3760100 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3761124.750000 Penalty: 5157.816406
	Iteration 9F: 3 clusters Score -3761125 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3761747.750000 Penalty: 5157.816406
	Iteration 10Q: 3 clusters Score -3761748 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -3762113.250000 Penalty: 5157.816406
	Iteration 11Q: 3 clusters Score -3762113 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -3762370.750000 Penalty: 5157.816406
	Iteration 12Q: 3 clusters Score -3762371 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3762529.750000 Penalty: 5157.816406
	Iteration 13Q: 3 clusters Score -3762530 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3762695.500000 Penalty: 5157.816406
	Iteration 14Q: 3 clusters Score -3762696 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3762873.500000 Penalty: 5157.816406
	Iteration 15Q: 3 clusters Score -3762874 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3763034.500000 Penalty: 5157.816406
	Iteration 16Q: 3 clusters Score -3763034 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3763183.000000 Penalty: 5157.816406
	Iteration 17Q: 3 clusters Score -3763183 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3763332.250000 Penalty: 5157.816406
	Iteration 18Q: 3 clusters Score -3763332 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3763511.500000 Penalty: 5157.816406
	Iteration 19Q: 3 clusters Score -3763512 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3763690.500000 Penalty: 5157.816406
	Iteration 20F: 3 clusters Score -3763690 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -3763859.750000 Penalty: 5157.816406
	Iteration 21Q: 3 clusters Score -3763860 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3764013.750000 Penalty: 5157.816406
	Iteration 22Q: 3 clusters Score -3764014 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -3764170.000000 Penalty: 5157.816406
	Iteration 23Q: 3 clusters Score -3764170 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -3764324.250000 Penalty: 5157.816406
	Iteration 24Q: 3 clusters Score -3764324 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3764483.500000 Penalty: 5157.816406
	Iteration 25Q: 3 clusters Score -3764484 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -3764600.750000 Penalty: 5157.816406
	Iteration 26Q: 3 clusters Score -3764601 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -3764710.250000 Penalty: 5157.816406
	Iteration 27Q: 3 clusters Score -3764710 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3764826.750000 Penalty: 5157.816406
	Iteration 28Q: 3 clusters Score -3764827 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3764927.500000 Penalty: 5157.816406
	Iteration 29Q: 3 clusters Score -3764928 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -3765005.500000 Penalty: 5157.816406
	Iteration 30Q: 3 clusters Score -3765006 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3765090.000000 Penalty: 5157.816406
	Iteration 31Q: 3 clusters Score -3765090 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3765154.500000 Penalty: 5157.816406
	Iteration 32Q: 3 clusters Score -3765154 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -3765228.500000 Penalty: 5157.816406
	Iteration 33Q: 3 clusters Score -3765228 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -3765291.000000 Penalty: 5157.816406
	Iteration 34Q: 3 clusters Score -3765291 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -3765343.750000 Penalty: 5157.816406
	Iteration 35Q: 3 clusters Score -3765344 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -3765387.250000 Penalty: 5157.816406
	Iteration 36Q: 3 clusters Score -3765387 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -3765427.000000 Penalty: 5157.816406
	Iteration 37Q: 3 clusters Score -3765427 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -3765486.000000 Penalty: 5157.816406
	Iteration 38Q: 3 clusters Score -3765486 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -3765510.750000 Penalty: 5157.816406
	Iteration 39Q: 3 clusters Score -3765511 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -3765557.250000 Penalty: 5157.816406
	Iteration 40F: 3 clusters Score -3765557 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -3765570.500000 Penalty: 5157.816406
	Iteration 41Q: 3 clusters Score -3765570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -3765622.750000 Penalty: 5157.816406
	Iteration 42Q: 3 clusters Score -3765623 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -3765645.750000 Penalty: 5157.816406
	Iteration 43Q: 3 clusters Score -3765646 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -3765665.250000 Penalty: 5157.816406
	Iteration 44Q: 3 clusters Score -3765665 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -3765687.750000 Penalty: 5157.816406
	Iteration 45Q: 3 clusters Score -3765688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -3765708.750000 Penalty: 5157.816406
	Iteration 46Q: 3 clusters Score -3765709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -3765718.000000 Penalty: 5157.816406
	Iteration 47Q: 3 clusters Score -3765718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -3765723.250000 Penalty: 5157.816406
	Iteration 48Q: 3 clusters Score -3765723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3765730.500000 Penalty: 5157.816406
	Iteration 49Q: 3 clusters Score -3765730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -3765740.750000 Penalty: 5157.816406
	Iteration 50Q: 3 clusters Score -3765741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -3765739.500000 Penalty: 5157.816406
	Iteration 51Q: 3 clusters Score -3765740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -3765754.000000 Penalty: 5157.816406
	Iteration 52Q: 3 clusters Score -3765754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -3765762.250000 Penalty: 5157.816406
	Iteration 53Q: 3 clusters Score -3765762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -3765772.750000 Penalty: 5157.816406
	Iteration 54Q: 3 clusters Score -3765773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -3765785.000000 Penalty: 5157.816406
	Iteration 55Q: 3 clusters Score -3765785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -3765791.250000 Penalty: 5157.816406
	Iteration 56Q: 3 clusters Score -3765791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -3765790.250000 Penalty: 5157.816406
	Iteration 57Q: 3 clusters Score -3765790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -3765797.500000 Penalty: 5157.816406
	Iteration 58Q: 3 clusters Score -3765798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -3765803.250000 Penalty: 5157.816406
	Iteration 59Q: 3 clusters Score -3765803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -3765806.000000 Penalty: 5157.816406
	Iteration 60F: 3 clusters Score -3765806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -3765810.500000 Penalty: 5157.816406
	Iteration 61Q: 3 clusters Score -3765810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -3765805.000000 Penalty: 5157.816406
	Iteration 62Q: 3 clusters Score -3765805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -3765805.500000 Penalty: 5157.816406
	Iteration 63Q: 3 clusters Score -3765806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -3765812.250000 Penalty: 5157.816406
	Iteration 64Q: 3 clusters Score -3765812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -3765812.000000 Penalty: 5157.816406
	Iteration 65Q: 3 clusters Score -3765812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -3765809.750000 Penalty: 5157.816406
	Iteration 66Q: 3 clusters Score -3765810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -3765815.750000 Penalty: 5157.816406
	Iteration 67Q: 3 clusters Score -3765816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -3765817.000000 Penalty: 5157.816406
	Iteration 68Q: 3 clusters Score -3765817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -3765813.250000 Penalty: 5157.816406
	Iteration 69Q: 3 clusters Score -3765813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -3765817.500000 Penalty: 5157.816406
	Iteration 70Q: 3 clusters Score -3765818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -3765816.250000 Penalty: 5157.816406
	Iteration 71Q: 3 clusters Score -3765816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -3765818.500000 Penalty: 5157.816406
	Iteration 72Q: 3 clusters Score -3765818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3765820.250000 Penalty: 5157.816406
	Iteration 73Q: 3 clusters Score -3765820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -3765823.250000 Penalty: 5157.816406
	Iteration 74Q: 3 clusters Score -3765823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -3765818.500000 Penalty: 5157.816406
	Iteration 75Q: 3 clusters Score -3765818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -3765823.500000 Penalty: 5157.816406
	Iteration 76Q: 3 clusters Score -3765824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -3765818.750000 Penalty: 5157.816406
	Iteration 77Q: 3 clusters Score -3765819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -3765822.000000 Penalty: 5157.816406
	Iteration 78Q: 3 clusters Score -3765822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -3765819.250000 Penalty: 5157.816406
	Iteration 79Q: 3 clusters Score -3765819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -3765821.750000 Penalty: 5157.816406
	Iteration 80F: 3 clusters Score -3765822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -3765823.250000 Penalty: 5157.816406
	Iteration 81Q: 3 clusters Score -3765823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -3765825.000000 Penalty: 5157.816406
	Iteration 82Q: 3 clusters Score -3765825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -3765822.750000 Penalty: 5157.816406
	Iteration 83Q: 3 clusters Score -3765823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -3765823.750000 Penalty: 5157.816406
	Iteration 84Q: 3 clusters Score -3765824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -3765826.000000 Penalty: 5157.816406
	Iteration 85Q: 3 clusters Score -3765826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -3765826.250000 Penalty: 5157.816406
	Iteration 86Q: 3 clusters Score -3765826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -3765826.250000 Penalty: 5157.816406
	Iteration 87F: 3 clusters Score -3765826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Entering Unmasked Estep 
Score: -6255964.000000 Penalty: 2705.871094
	Iteration 0F: 2 clusters Score -6255964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -6219128.500000 Penalty: 5411.742188
	Iteration 0F: 3 clusters Score -6219128 nChanged 25319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -6233029.000000 Penalty: 5411.742188
	Iteration 1F: 3 clusters Score -6233029 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -6233496.000000 Penalty: 5411.742188
	Iteration 2Q: 3 clusters Score -6233496 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -6233931.000000 Penalty: 5411.742188
	Iteration 3Q: 3 clusters Score -6233931 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -6234351.500000 Penalty: 5411.742188
	Iteration 4Q: 3 clusters Score -6234352 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -6234921.000000 Penalty: 5411.742188
	Iteration 5Q: 3 clusters Score -6234921 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -6235747.000000 Penalty: 5411.742188
	Iteration 6Q: 3 clusters Score -6235747 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -6237053.000000 Penalty: 5411.742188
	Iteration 7Q: 3 clusters Score -6237053 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -6239065.000000 Penalty: 5411.742188
	Iteration 8F: 3 clusters Score -6239065 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -6242426.500000 Penalty: 5411.742188
	Iteration 9F: 3 clusters Score -6242426 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -6246463.500000 Penalty: 5411.742188
	Iteration 10F: 3 clusters Score -6246464 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -6250168.500000 Penalty: 5411.742188
	Iteration 11F: 3 clusters Score -6250168 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -6252222.500000 Penalty: 5411.742188
	Iteration 12Q: 3 clusters Score -6252222 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -6253091.000000 Penalty: 5411.742188
	Iteration 13Q: 3 clusters Score -6253091 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -6253464.500000 Penalty: 5411.742188
	Iteration 14Q: 3 clusters Score -6253464 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -6253656.000000 Penalty: 5411.742188
	Iteration 15Q: 3 clusters Score -6253656 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -6253723.500000 Penalty: 5411.742188
	Iteration 16Q: 3 clusters Score -6253724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -6253769.000000 Penalty: 5411.742188
	Iteration 17Q: 3 clusters Score -6253769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -6253795.500000 Penalty: 5411.742188
	Iteration 18Q: 3 clusters Score -6253796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -6253818.000000 Penalty: 5411.742188
	Iteration 19Q: 3 clusters Score -6253818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -6253827.000000 Penalty: 5411.742188
	Iteration 20F: 3 clusters Score -6253827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -6253842.000000 Penalty: 5411.742188
	Iteration 21Q: 3 clusters Score -6253842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -6253849.000000 Penalty: 5411.742188
	Iteration 22Q: 3 clusters Score -6253849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -6253853.500000 Penalty: 5411.742188
	Iteration 23Q: 3 clusters Score -6253854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -6253865.000000 Penalty: 5411.742188
	Iteration 24Q: 3 clusters Score -6253865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -6253858.500000 Penalty: 5411.742188
	Iteration 25Q: 3 clusters Score -6253858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -6253858.500000 Penalty: 5411.742188
	Iteration 26F: 3 clusters Score -6253858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -120024.820312 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -120024.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -117977.937500 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -117977.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -118767.531250 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -118767.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -119157.335938 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -119157.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119481.234375 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -119481.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -119776.437500 Penalty: 3543.234375
	Iteration 4F: 3 clusters Score -119776.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -120111.304688 Penalty: 3543.234375
	Iteration 5F: 3 clusters Score -120111.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120450.734375 Penalty: 3543.234375
	Iteration 6F: 3 clusters Score -120450.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -120628.507812 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -120628.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -120727.750000 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -120727.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -120780.117188 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -120780.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -120826.242188 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -120826.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -120865.710938 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -120865.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120870.484375 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -120870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120876.914062 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -120876.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -120887.023438 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -120887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -120897.859375 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -120897.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -120901.593750 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -120901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -120906.945312 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -120906.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -120915.250000 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -120915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120923.687500 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -120923.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -120951.398438 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -120951.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -121100.656250 Penalty: 3543.234375
	Iteration 21Q: 3 clusters Score -121100.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -121234.656250 Penalty: 3543.234375
	Iteration 22Q: 3 clusters Score -121234.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121351.937500 Penalty: 3543.234375
	Iteration 23Q: 3 clusters Score -121351.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -121432.343750 Penalty: 3543.234375
	Iteration 24Q: 3 clusters Score -121432.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -121441.250000 Penalty: 3543.234375
	Iteration 25Q: 3 clusters Score -121441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -121443.992188 Penalty: 3543.234375
	Iteration 26Q: 3 clusters Score -121444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -121443.992188 Penalty: 3543.234375
	Iteration 27F: 3 clusters Score -121444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338738 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 38459 members 
Mstep: Class 4 contains 32821 members 
Mstep: Class 5 contains 54763 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 47397 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19733 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43671 members 
Mstep: Class 15 contains 3322 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 8615 members 
Mstep: Class 18 contains 5664 members 
Mstep: Class 19 contains 647 members 
Mstep: Class 21 contains 5869 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
Score: -70746512.000000 Penalty: 69567.734375
Splitting cluster 6 changes total score from -70746696.000000 to -70746512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -81850.304688 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -81850.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -80085.757812 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -80085.76 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80328.812500 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -80328.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80399.250000 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -80399.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80419.390625 Penalty: 3301.736328
	Iteration 3Q: 3 clusters Score -80419.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -80430.335938 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -80430.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80443.851562 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -80443.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80452.679688 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -80452.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -80459.257812 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -80459.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80465.796875 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -80465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80465.796875 Penalty: 3301.736328
	Iteration 9F: 3 clusters Score -80465.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Entering Unmasked Estep 
Score: -5439576.500000 Penalty: 2670.045898
	Iteration 0F: 2 clusters Score -5439576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -5407661.000000 Penalty: 5340.091797
	Iteration 0F: 3 clusters Score -5407661 nChanged 21811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -5419646.000000 Penalty: 5340.091797
	Iteration 1F: 3 clusters Score -5419646 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -5420298.500000 Penalty: 5340.091797
	Iteration 2Q: 3 clusters Score -5420298 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -5420967.000000 Penalty: 5340.091797
	Iteration 3Q: 3 clusters Score -5420967 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -5421711.000000 Penalty: 5340.091797
	Iteration 4Q: 3 clusters Score -5421711 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -5422774.000000 Penalty: 5340.091797
	Iteration 5Q: 3 clusters Score -5422774 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -5424191.000000 Penalty: 5340.091797
	Iteration 6F: 3 clusters Score -5424191 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -5426041.000000 Penalty: 5340.091797
	Iteration 7F: 3 clusters Score -5426041 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -5428512.500000 Penalty: 5340.091797
	Iteration 8F: 3 clusters Score -5428512 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -5431282.000000 Penalty: 5340.091797
	Iteration 9F: 3 clusters Score -5431282 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -5433606.000000 Penalty: 5340.091797
	Iteration 10Q: 3 clusters Score -5433606 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -5434911.000000 Penalty: 5340.091797
	Iteration 11Q: 3 clusters Score -5434911 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -5435624.500000 Penalty: 5340.091797
	Iteration 12Q: 3 clusters Score -5435624 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -5436033.000000 Penalty: 5340.091797
	Iteration 13Q: 3 clusters Score -5436033 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -5436250.000000 Penalty: 5340.091797
	Iteration 14Q: 3 clusters Score -5436250 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -5436386.500000 Penalty: 5340.091797
	Iteration 15Q: 3 clusters Score -5436386 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -5436465.000000 Penalty: 5340.091797
	Iteration 16Q: 3 clusters Score -5436465 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -5436536.500000 Penalty: 5340.091797
	Iteration 17Q: 3 clusters Score -5436536 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -5436620.000000 Penalty: 5340.091797
	Iteration 18Q: 3 clusters Score -5436620 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -5436667.500000 Penalty: 5340.091797
	Iteration 19Q: 3 clusters Score -5436668 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -5436715.000000 Penalty: 5340.091797
	Iteration 20F: 3 clusters Score -5436715 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -5436753.000000 Penalty: 5340.091797
	Iteration 21Q: 3 clusters Score -5436753 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -5436799.500000 Penalty: 5340.091797
	Iteration 22Q: 3 clusters Score -5436800 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -5436809.500000 Penalty: 5340.091797
	Iteration 23Q: 3 clusters Score -5436810 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -5436850.000000 Penalty: 5340.091797
	Iteration 24Q: 3 clusters Score -5436850 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -5436874.500000 Penalty: 5340.091797
	Iteration 25Q: 3 clusters Score -5436874 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -5436884.500000 Penalty: 5340.091797
	Iteration 26Q: 3 clusters Score -5436884 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -5436907.000000 Penalty: 5340.091797
	Iteration 27Q: 3 clusters Score -5436907 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -5436905.500000 Penalty: 5340.091797
	Iteration 28Q: 3 clusters Score -5436906 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5436916 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5436942 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5436944 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5436979 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5437008 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5437041 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5437040 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5437053 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5437060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -5437057.500000 Penalty: 5340.091797
	Iteration 38Q: 3 clusters Score -5437058 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5437076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5437087 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5437099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5437100 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5437096 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -5437104.000000 Penalty: 5340.091797
	Iteration 44Q: 3 clusters Score -5437104 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5437115 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -5437137.000000 Penalty: 5340.091797
	Iteration 46Q: 3 clusters Score -5437137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5437138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -5437142.000000 Penalty: 5340.091797
	Iteration 48Q: 3 clusters Score -5437142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -5437155.000000 Penalty: 5340.091797
	Iteration 49Q: 3 clusters Score -5437155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -5437162.500000 Penalty: 5340.091797
	Iteration 50Q: 3 clusters Score -5437162 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -5437166.500000 Penalty: 5340.091797
	Iteration 51Q: 3 clusters Score -5437166 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -5437187.000000 Penalty: 5340.091797
	Iteration 52Q: 3 clusters Score -5437187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -5437183.000000 Penalty: 5340.091797
	Iteration 53Q: 3 clusters Score -5437183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -5437188.500000 Penalty: 5340.091797
	Iteration 54Q: 3 clusters Score -5437188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5437203.000000 Penalty: 5340.091797
	Iteration 55Q: 3 clusters Score -5437203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5437204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -5437198.500000 Penalty: 5340.091797
	Iteration 57Q: 3 clusters Score -5437198 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -5437210.000000 Penalty: 5340.091797
	Iteration 58Q: 3 clusters Score -5437210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -5437216.000000 Penalty: 5340.091797
	Iteration 59Q: 3 clusters Score -5437216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -5437224.500000 Penalty: 5340.091797
	Iteration 60F: 3 clusters Score -5437224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5437224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
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Entering Unmasked Estep 
Score: -5437221.500000 Penalty: 5340.091797
	Iteration 62Q: 3 clusters Score -5437222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -5437230.000000 Penalty: 5340.091797
	Iteration 63Q: 3 clusters Score -5437230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
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Entering Unmasked Estep 
Score: -5437228.500000 Penalty: 5340.091797
	Iteration 64Q: 3 clusters Score -5437228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -5437235.000000 Penalty: 5340.091797
	Iteration 65Q: 3 clusters Score -5437235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -5437227.000000 Penalty: 5340.091797
	Iteration 66Q: 3 clusters Score -5437227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5437229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -5437233.000000 Penalty: 5340.091797
	Iteration 68Q: 3 clusters Score -5437233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5437230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -5437238.500000 Penalty: 5340.091797
	Iteration 70Q: 3 clusters Score -5437238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -5437240.000000 Penalty: 5340.091797
	Iteration 71Q: 3 clusters Score -5437240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5437238 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5437238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
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Entering Unmasked Estep 
Score: -5437236.500000 Penalty: 5340.091797
	Iteration 74Q: 3 clusters Score -5437236 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -5437244.500000 Penalty: 5340.091797
	Iteration 75Q: 3 clusters Score -5437244 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5437238 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3457 members 
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Entering Unmasked Estep 
Score: -5437245.000000 Penalty: 5340.091797
	Iteration 77Q: 3 clusters Score -5437245 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3443 members 
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Entering Unmasked Estep 
Score: -5437252.000000 Penalty: 5340.091797
	Iteration 78Q: 3 clusters Score -5437252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
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Entering Unmasked Estep 
Score: -5437263.500000 Penalty: 5340.091797
	Iteration 79Q: 3 clusters Score -5437264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5437264 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3400 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5437265 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -5437262.000000 Penalty: 5340.091797
	Iteration 82Q: 3 clusters Score -5437262 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5437264 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5437264 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5437262 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3350 members 
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Entering Unmasked Estep 
Score: -5437267.000000 Penalty: 5340.091797
	Iteration 86Q: 3 clusters Score -5437267 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -5437273.500000 Penalty: 5340.091797
	Iteration 87Q: 3 clusters Score -5437274 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5437274 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -5437276.000000 Penalty: 5340.091797
	Iteration 89Q: 3 clusters Score -5437276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5437274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5437276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -5437283.000000 Penalty: 5340.091797
	Iteration 92Q: 3 clusters Score -5437283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5437283 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5437284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -5437286.000000 Penalty: 5340.091797
	Iteration 95Q: 3 clusters Score -5437286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -5437281.000000 Penalty: 5340.091797
	Iteration 96Q: 3 clusters Score -5437281 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5437280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -5437289.000000 Penalty: 5340.091797
	Iteration 98Q: 3 clusters Score -5437289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -5437296.500000 Penalty: 5340.091797
	Iteration 99Q: 3 clusters Score -5437296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -5437297.500000 Penalty: 5340.091797
	Iteration 100F: 3 clusters Score -5437298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -5437296.500000 Penalty: 5340.091797
	Iteration 101Q: 3 clusters Score -5437296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -5437307.500000 Penalty: 5340.091797
	Iteration 102Q: 3 clusters Score -5437308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -5437304.000000 Penalty: 5340.091797
	Iteration 103Q: 3 clusters Score -5437304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -5437302.500000 Penalty: 5340.091797
	Iteration 104Q: 3 clusters Score -5437302 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -5437305.000000 Penalty: 5340.091797
	Iteration 105Q: 3 clusters Score -5437305 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5437307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -5437315.500000 Penalty: 5340.091797
	Iteration 107Q: 3 clusters Score -5437316 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5437316 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3201 members 
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Entering Unmasked Estep 
Score: -5437317.500000 Penalty: 5340.091797
	Iteration 109Q: 3 clusters Score -5437318 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3196 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5437316 nChanged 7
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Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5437315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -5437322.000000 Penalty: 5340.091797
	Iteration 112Q: 3 clusters Score -5437322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -5437319.500000 Penalty: 5340.091797
	Iteration 113Q: 3 clusters Score -5437320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -5437319.000000 Penalty: 5340.091797
	Iteration 114Q: 3 clusters Score -5437319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -5437328.500000 Penalty: 5340.091797
	Iteration 115Q: 3 clusters Score -5437328 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -5437332.500000 Penalty: 5340.091797
	Iteration 116Q: 3 clusters Score -5437332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -5437330.000000 Penalty: 5340.091797
	Iteration 117Q: 3 clusters Score -5437330 nChanged 20
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Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -5437335.500000 Penalty: 5340.091797
	Iteration 118Q: 3 clusters Score -5437336 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3105 members 
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Entering Unmasked Estep 
Score: -5437343.500000 Penalty: 5340.091797
	Iteration 119Q: 3 clusters Score -5437344 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5437344 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3069 members 
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Entering Unmasked Estep 
Score: -5437352.000000 Penalty: 5340.091797
	Iteration 121Q: 3 clusters Score -5437352 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -5437352.500000 Penalty: 5340.091797
	Iteration 122Q: 3 clusters Score -5437352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -5437352.500000 Penalty: 5340.091797
	Iteration 123Q: 3 clusters Score -5437352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -5437347.500000 Penalty: 5340.091797
	Iteration 124Q: 3 clusters Score -5437348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -5437354.000000 Penalty: 5340.091797
	Iteration 125Q: 3 clusters Score -5437354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -5437359.500000 Penalty: 5340.091797
	Iteration 126Q: 3 clusters Score -5437360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -5437358.000000 Penalty: 5340.091797
	Iteration 127Q: 3 clusters Score -5437358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -5437362.000000 Penalty: 5340.091797
	Iteration 128Q: 3 clusters Score -5437362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -5437355.500000 Penalty: 5340.091797
	Iteration 129Q: 3 clusters Score -5437356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -5437354.000000 Penalty: 5340.091797
	Iteration 130Q: 3 clusters Score -5437354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -5437356.000000 Penalty: 5340.091797
	Iteration 131Q: 3 clusters Score -5437356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -5437363.500000 Penalty: 5340.091797
	Iteration 132Q: 3 clusters Score -5437364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -5437368.500000 Penalty: 5340.091797
	Iteration 133Q: 3 clusters Score -5437368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -5437364.500000 Penalty: 5340.091797
	Iteration 134Q: 3 clusters Score -5437364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -5437366.500000 Penalty: 5340.091797
	Iteration 135Q: 3 clusters Score -5437366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -5437360.000000 Penalty: 5340.091797
	Iteration 136Q: 3 clusters Score -5437360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -5437364.000000 Penalty: 5340.091797
	Iteration 137Q: 3 clusters Score -5437364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -5437361.000000 Penalty: 5340.091797
	Iteration 138Q: 3 clusters Score -5437361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -5437361.000000 Penalty: 5340.091797
	Iteration 139Q: 3 clusters Score -5437361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -5437367.000000 Penalty: 5340.091797
	Iteration 140F: 3 clusters Score -5437367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -5437364.500000 Penalty: 5340.091797
	Iteration 141Q: 3 clusters Score -5437364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -5437367.000000 Penalty: 5340.091797
	Iteration 142Q: 3 clusters Score -5437367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -5437366.500000 Penalty: 5340.091797
	Iteration 143Q: 3 clusters Score -5437366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -5437373.000000 Penalty: 5340.091797
	Iteration 144Q: 3 clusters Score -5437373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -5437370.500000 Penalty: 5340.091797
	Iteration 145Q: 3 clusters Score -5437370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -5437373.000000 Penalty: 5340.091797
	Iteration 146Q: 3 clusters Score -5437373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -5437366.500000 Penalty: 5340.091797
	Iteration 147Q: 3 clusters Score -5437366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -5437373.000000 Penalty: 5340.091797
	Iteration 148Q: 3 clusters Score -5437373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -5437370.500000 Penalty: 5340.091797
	Iteration 149Q: 3 clusters Score -5437370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -5437369.000000 Penalty: 5340.091797
	Iteration 150Q: 3 clusters Score -5437369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -5437369.000000 Penalty: 5340.091797
	Iteration 151F: 3 clusters Score -5437369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -128077.835938 Penalty: 1784.220337
	Iteration 0F: 2 clusters Score -128077.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -125981.781250 Penalty: 3568.440674
	Iteration 0F: 3 clusters Score -125981.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -126545.929688 Penalty: 3568.440674
	Iteration 1F: 3 clusters Score -126545.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -126838.492188 Penalty: 3568.440674
	Iteration 2F: 3 clusters Score -126838.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -127226.671875 Penalty: 3568.440674
	Iteration 3F: 3 clusters Score -127226.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -127613.335938 Penalty: 3568.440674
	Iteration 4F: 3 clusters Score -127613.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127925.296875 Penalty: 3568.440674
	Iteration 5F: 3 clusters Score -127925.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128050.226562 Penalty: 3568.440674
	Iteration 6Q: 3 clusters Score -128050.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128109.960938 Penalty: 3568.440674
	Iteration 7Q: 3 clusters Score -128110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128135.773438 Penalty: 3568.440674
	Iteration 8Q: 3 clusters Score -128135.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128173.382812 Penalty: 3568.440674
	Iteration 9Q: 3 clusters Score -128173.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128209.953125 Penalty: 3568.440674
	Iteration 10Q: 3 clusters Score -128210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128238.335938 Penalty: 3568.440674
	Iteration 11Q: 3 clusters Score -128238.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128264.601562 Penalty: 3568.440674
	Iteration 12Q: 3 clusters Score -128264.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128292.757812 Penalty: 3568.440674
	Iteration 13Q: 3 clusters Score -128292.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -128304.812500 Penalty: 3568.440674
	Iteration 14Q: 3 clusters Score -128304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -128310.007812 Penalty: 3568.440674
	Iteration 15Q: 3 clusters Score -128310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -128310.007812 Penalty: 3568.440674
	Iteration 16F: 3 clusters Score -128310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338738 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 38459 members 
Mstep: Class 4 contains 32821 members 
Mstep: Class 5 contains 54763 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 47397 members 
Mstep: Class 9 contains 754 members 
Mstep: Class 10 contains 19733 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43671 members 
Mstep: Class 15 contains 3322 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 8615 members 
Mstep: Class 18 contains 5664 members 
Mstep: Class 19 contains 578 members 
Mstep: Class 21 contains 5869 members 
Mstep: Class 22 contains 1675 members 
Entering Unmasked Estep 
Score: -70745280.000000 Penalty: 69567.734375
Splitting cluster 9 changes total score from -70746696.000000 to -70745280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (19733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Entering Unmasked Estep 
Score: -2281437.250000 Penalty: 2452.731934
	Iteration 0F: 2 clusters Score -2281437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2267717.000000 Penalty: 4905.463867
	Iteration 0F: 3 clusters Score -2267717 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2272182.250000 Penalty: 4905.463867
	Iteration 1F: 3 clusters Score -2272182 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2272659.250000 Penalty: 4905.463867
	Iteration 2F: 3 clusters Score -2272659 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2273072.250000 Penalty: 4905.463867
	Iteration 3F: 3 clusters Score -2273072 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2273467.250000 Penalty: 4905.463867
	Iteration 4Q: 3 clusters Score -2273467 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2273894.500000 Penalty: 4905.463867
	Iteration 5Q: 3 clusters Score -2273894 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2274432.750000 Penalty: 4905.463867
	Iteration 6Q: 3 clusters Score -2274433 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2275116.750000 Penalty: 4905.463867
	Iteration 7F: 3 clusters Score -2275117 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2275983.000000 Penalty: 4905.463867
	Iteration 8F: 3 clusters Score -2275983 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2277068.250000 Penalty: 4905.463867
	Iteration 9F: 3 clusters Score -2277068 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2278079.500000 Penalty: 4905.463867
	Iteration 10F: 3 clusters Score -2278080 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2278705.000000 Penalty: 4905.463867
	Iteration 11Q: 3 clusters Score -2278705 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2278992.750000 Penalty: 4905.463867
	Iteration 12Q: 3 clusters Score -2278993 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2279123.000000 Penalty: 4905.463867
	Iteration 13Q: 3 clusters Score -2279123 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2279195.250000 Penalty: 4905.463867
	Iteration 14Q: 3 clusters Score -2279195 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2279260.500000 Penalty: 4905.463867
	Iteration 15Q: 3 clusters Score -2279260 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2279308.500000 Penalty: 4905.463867
	Iteration 16Q: 3 clusters Score -2279308 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2279338.250000 Penalty: 4905.463867
	Iteration 17Q: 3 clusters Score -2279338 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2279370.250000 Penalty: 4905.463867
	Iteration 18Q: 3 clusters Score -2279370 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2279390.500000 Penalty: 4905.463867
	Iteration 19Q: 3 clusters Score -2279390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2279404.000000 Penalty: 4905.463867
	Iteration 20F: 3 clusters Score -2279404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2279425.750000 Penalty: 4905.463867
	Iteration 21Q: 3 clusters Score -2279426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2279439.000000 Penalty: 4905.463867
	Iteration 22Q: 3 clusters Score -2279439 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2279466.750000 Penalty: 4905.463867
	Iteration 23Q: 3 clusters Score -2279467 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2279493.750000 Penalty: 4905.463867
	Iteration 24Q: 3 clusters Score -2279494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2279513.250000 Penalty: 4905.463867
	Iteration 25Q: 3 clusters Score -2279513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2279526.500000 Penalty: 4905.463867
	Iteration 26Q: 3 clusters Score -2279526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2279540.500000 Penalty: 4905.463867
	Iteration 27Q: 3 clusters Score -2279540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2279549.250000 Penalty: 4905.463867
	Iteration 28Q: 3 clusters Score -2279549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2279555.500000 Penalty: 4905.463867
	Iteration 29Q: 3 clusters Score -2279556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2279570.000000 Penalty: 4905.463867
	Iteration 30Q: 3 clusters Score -2279570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2279589.750000 Penalty: 4905.463867
	Iteration 31Q: 3 clusters Score -2279590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2279603.000000 Penalty: 4905.463867
	Iteration 32Q: 3 clusters Score -2279603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2279613.750000 Penalty: 4905.463867
	Iteration 33Q: 3 clusters Score -2279614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2279622.500000 Penalty: 4905.463867
	Iteration 34Q: 3 clusters Score -2279622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2279631.750000 Penalty: 4905.463867
	Iteration 35Q: 3 clusters Score -2279632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2279637.500000 Penalty: 4905.463867
	Iteration 36Q: 3 clusters Score -2279638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2279637.750000 Penalty: 4905.463867
	Iteration 37Q: 3 clusters Score -2279638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2279645.000000 Penalty: 4905.463867
	Iteration 38Q: 3 clusters Score -2279645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2279645.500000 Penalty: 4905.463867
	Iteration 39Q: 3 clusters Score -2279646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2279647.500000 Penalty: 4905.463867
	Iteration 40F: 3 clusters Score -2279648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2279653.750000 Penalty: 4905.463867
	Iteration 41Q: 3 clusters Score -2279654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2279666.750000 Penalty: 4905.463867
	Iteration 42Q: 3 clusters Score -2279667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2279669.500000 Penalty: 4905.463867
	Iteration 43Q: 3 clusters Score -2279670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2279674.750000 Penalty: 4905.463867
	Iteration 44Q: 3 clusters Score -2279675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2279683.500000 Penalty: 4905.463867
	Iteration 45Q: 3 clusters Score -2279684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2279689.000000 Penalty: 4905.463867
	Iteration 46Q: 3 clusters Score -2279689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2279691.250000 Penalty: 4905.463867
	Iteration 47Q: 3 clusters Score -2279691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2279696.500000 Penalty: 4905.463867
	Iteration 48Q: 3 clusters Score -2279696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2279700.750000 Penalty: 4905.463867
	Iteration 49Q: 3 clusters Score -2279701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2279709.250000 Penalty: 4905.463867
	Iteration 50Q: 3 clusters Score -2279709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2279711.000000 Penalty: 4905.463867
	Iteration 51Q: 3 clusters Score -2279711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2279718.250000 Penalty: 4905.463867
	Iteration 52Q: 3 clusters Score -2279718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2279722.250000 Penalty: 4905.463867
	Iteration 53Q: 3 clusters Score -2279722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2279724.750000 Penalty: 4905.463867
	Iteration 54Q: 3 clusters Score -2279725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2279728.500000 Penalty: 4905.463867
	Iteration 55Q: 3 clusters Score -2279728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2279730.250000 Penalty: 4905.463867
	Iteration 56Q: 3 clusters Score -2279730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2279735.750000 Penalty: 4905.463867
	Iteration 57Q: 3 clusters Score -2279736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2279732.750000 Penalty: 4905.463867
	Iteration 58Q: 3 clusters Score -2279733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2279732.750000 Penalty: 4905.463867
	Iteration 59Q: 3 clusters Score -2279733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2279732.750000 Penalty: 4905.463867
	Iteration 60F: 3 clusters Score -2279733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Entering Unmasked Estep 
Score: -839335.687500 Penalty: 2204.753418
	Iteration 0F: 2 clusters Score -839335.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -833353.500000 Penalty: 4409.506836
	Iteration 0F: 3 clusters Score -833353.5 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -834911.000000 Penalty: 4409.506836
	Iteration 1F: 3 clusters Score -834911 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -835142.375000 Penalty: 4409.506836
	Iteration 2F: 3 clusters Score -835142.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -835304.312500 Penalty: 4409.506836
	Iteration 3Q: 3 clusters Score -835304.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -835439.937500 Penalty: 4409.506836
	Iteration 4Q: 3 clusters Score -835439.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -835540.375000 Penalty: 4409.506836
	Iteration 5Q: 3 clusters Score -835540.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -835631.250000 Penalty: 4409.506836
	Iteration 6Q: 3 clusters Score -835631.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -835703.875000 Penalty: 4409.506836
	Iteration 7Q: 3 clusters Score -835703.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -835761.562500 Penalty: 4409.506836
	Iteration 8Q: 3 clusters Score -835761.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -835814.250000 Penalty: 4409.506836
	Iteration 9Q: 3 clusters Score -835814.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -835862.875000 Penalty: 4409.506836
	Iteration 10Q: 3 clusters Score -835862.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -835914.812500 Penalty: 4409.506836
	Iteration 11Q: 3 clusters Score -835914.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -835971.375000 Penalty: 4409.506836
	Iteration 12Q: 3 clusters Score -835971.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -836024.062500 Penalty: 4409.506836
	Iteration 13Q: 3 clusters Score -836024.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -836083.500000 Penalty: 4409.506836
	Iteration 14Q: 3 clusters Score -836083.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -836144.500000 Penalty: 4409.506836
	Iteration 15Q: 3 clusters Score -836144.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -836200.187500 Penalty: 4409.506836
	Iteration 16Q: 3 clusters Score -836200.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -836259.312500 Penalty: 4409.506836
	Iteration 17Q: 3 clusters Score -836259.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -836331.250000 Penalty: 4409.506836
	Iteration 18Q: 3 clusters Score -836331.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -836397.562500 Penalty: 4409.506836
	Iteration 19Q: 3 clusters Score -836397.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -836463.687500 Penalty: 4409.506836
	Iteration 20F: 3 clusters Score -836463.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -836536.875000 Penalty: 4409.506836
	Iteration 21Q: 3 clusters Score -836536.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -836618.937500 Penalty: 4409.506836
	Iteration 22Q: 3 clusters Score -836618.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -836695.937500 Penalty: 4409.506836
	Iteration 23Q: 3 clusters Score -836695.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -836762.875000 Penalty: 4409.506836
	Iteration 24Q: 3 clusters Score -836762.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -836829.937500 Penalty: 4409.506836
	Iteration 25Q: 3 clusters Score -836829.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -836891.062500 Penalty: 4409.506836
	Iteration 26Q: 3 clusters Score -836891.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -836938.562500 Penalty: 4409.506836
	Iteration 27Q: 3 clusters Score -836938.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -836991.125000 Penalty: 4409.506836
	Iteration 28Q: 3 clusters Score -836991.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -837049.125000 Penalty: 4409.506836
	Iteration 29Q: 3 clusters Score -837049.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -837096.250000 Penalty: 4409.506836
	Iteration 30Q: 3 clusters Score -837096.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -837144.375000 Penalty: 4409.506836
	Iteration 31Q: 3 clusters Score -837144.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -837177.812500 Penalty: 4409.506836
	Iteration 32Q: 3 clusters Score -837177.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -837205.625000 Penalty: 4409.506836
	Iteration 33Q: 3 clusters Score -837205.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -837223.437500 Penalty: 4409.506836
	Iteration 34Q: 3 clusters Score -837223.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -837242.187500 Penalty: 4409.506836
	Iteration 35Q: 3 clusters Score -837242.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -837256.000000 Penalty: 4409.506836
	Iteration 36Q: 3 clusters Score -837256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -837269.875000 Penalty: 4409.506836
	Iteration 37Q: 3 clusters Score -837269.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -837276.312500 Penalty: 4409.506836
	Iteration 38Q: 3 clusters Score -837276.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -837281.562500 Penalty: 4409.506836
	Iteration 39Q: 3 clusters Score -837281.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -837292.812500 Penalty: 4409.506836
	Iteration 40F: 3 clusters Score -837292.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -837300.125000 Penalty: 4409.506836
	Iteration 41Q: 3 clusters Score -837300.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -837309.125000 Penalty: 4409.506836
	Iteration 42Q: 3 clusters Score -837309.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -837321.937500 Penalty: 4409.506836
	Iteration 43Q: 3 clusters Score -837321.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -837333.062500 Penalty: 4409.506836
	Iteration 44Q: 3 clusters Score -837333.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -837341.437500 Penalty: 4409.506836
	Iteration 45Q: 3 clusters Score -837341.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -837344.437500 Penalty: 4409.506836
	Iteration 46Q: 3 clusters Score -837344.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -837352.125000 Penalty: 4409.506836
	Iteration 47Q: 3 clusters Score -837352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -837354.375000 Penalty: 4409.506836
	Iteration 48Q: 3 clusters Score -837354.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -837359.312500 Penalty: 4409.506836
	Iteration 49Q: 3 clusters Score -837359.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -837365.750000 Penalty: 4409.506836
	Iteration 50Q: 3 clusters Score -837365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -837368.812500 Penalty: 4409.506836
	Iteration 51Q: 3 clusters Score -837368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -837377.625000 Penalty: 4409.506836
	Iteration 52Q: 3 clusters Score -837377.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -837384.625000 Penalty: 4409.506836
	Iteration 53Q: 3 clusters Score -837384.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -837390.625000 Penalty: 4409.506836
	Iteration 54Q: 3 clusters Score -837390.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -837392.937500 Penalty: 4409.506836
	Iteration 55Q: 3 clusters Score -837392.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -837394.812500 Penalty: 4409.506836
	Iteration 56Q: 3 clusters Score -837394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -837397.875000 Penalty: 4409.506836
	Iteration 57Q: 3 clusters Score -837397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -837397.875000 Penalty: 4409.506836
	Iteration 58F: 3 clusters Score -837397.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Entering Unmasked Estep 
Score: -1921606.375000 Penalty: 2409.615967
	Iteration 0F: 2 clusters Score -1921606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1909694.000000 Penalty: 4819.231934
	Iteration 0F: 3 clusters Score -1909694 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1913563.250000 Penalty: 4819.231934
	Iteration 1F: 3 clusters Score -1913563 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1913931.250000 Penalty: 4819.231934
	Iteration 2F: 3 clusters Score -1913931 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1914272.875000 Penalty: 4819.231934
	Iteration 3Q: 3 clusters Score -1914273 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1914593.625000 Penalty: 4819.231934
	Iteration 4Q: 3 clusters Score -1914594 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1914909.750000 Penalty: 4819.231934
	Iteration 5Q: 3 clusters Score -1914910 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1915233.875000 Penalty: 4819.231934
	Iteration 6Q: 3 clusters Score -1915234 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1915601.000000 Penalty: 4819.231934
	Iteration 7Q: 3 clusters Score -1915601 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1916061.875000 Penalty: 4819.231934
	Iteration 8Q: 3 clusters Score -1916062 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1916610.125000 Penalty: 4819.231934
	Iteration 9Q: 3 clusters Score -1916610 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1917254.750000 Penalty: 4819.231934
	Iteration 10Q: 3 clusters Score -1917255 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1917942.500000 Penalty: 4819.231934
	Iteration 11Q: 3 clusters Score -1917942 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1918466.250000 Penalty: 4819.231934
	Iteration 12Q: 3 clusters Score -1918466 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1918750.000000 Penalty: 4819.231934
	Iteration 13Q: 3 clusters Score -1918750 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1918918.125000 Penalty: 4819.231934
	Iteration 14Q: 3 clusters Score -1918918 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1919001.875000 Penalty: 4819.231934
	Iteration 15Q: 3 clusters Score -1919002 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1919066.125000 Penalty: 4819.231934
	Iteration 16Q: 3 clusters Score -1919066 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1919119.250000 Penalty: 4819.231934
	Iteration 17Q: 3 clusters Score -1919119 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1919160.500000 Penalty: 4819.231934
	Iteration 18Q: 3 clusters Score -1919160 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1919189.250000 Penalty: 4819.231934
	Iteration 19Q: 3 clusters Score -1919189 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1919213.250000 Penalty: 4819.231934
	Iteration 20F: 3 clusters Score -1919213 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1919242.625000 Penalty: 4819.231934
	Iteration 21Q: 3 clusters Score -1919243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1919263.000000 Penalty: 4819.231934
	Iteration 22Q: 3 clusters Score -1919263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1919278.750000 Penalty: 4819.231934
	Iteration 23Q: 3 clusters Score -1919279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1919302.125000 Penalty: 4819.231934
	Iteration 24Q: 3 clusters Score -1919302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1919306.625000 Penalty: 4819.231934
	Iteration 25Q: 3 clusters Score -1919307 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1919325.625000 Penalty: 4819.231934
	Iteration 26Q: 3 clusters Score -1919326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1919344.500000 Penalty: 4819.231934
	Iteration 27Q: 3 clusters Score -1919344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1919356.875000 Penalty: 4819.231934
	Iteration 28Q: 3 clusters Score -1919357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1919374.250000 Penalty: 4819.231934
	Iteration 29Q: 3 clusters Score -1919374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1919392.500000 Penalty: 4819.231934
	Iteration 30Q: 3 clusters Score -1919392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1919409.000000 Penalty: 4819.231934
	Iteration 31Q: 3 clusters Score -1919409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1919412.250000 Penalty: 4819.231934
	Iteration 32Q: 3 clusters Score -1919412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1919417.750000 Penalty: 4819.231934
	Iteration 33Q: 3 clusters Score -1919418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1919429.000000 Penalty: 4819.231934
	Iteration 34Q: 3 clusters Score -1919429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1919434.875000 Penalty: 4819.231934
	Iteration 35Q: 3 clusters Score -1919435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1919448.125000 Penalty: 4819.231934
	Iteration 36Q: 3 clusters Score -1919448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1919454.250000 Penalty: 4819.231934
	Iteration 37Q: 3 clusters Score -1919454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1919466.500000 Penalty: 4819.231934
	Iteration 38Q: 3 clusters Score -1919466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1919468.250000 Penalty: 4819.231934
	Iteration 39Q: 3 clusters Score -1919468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1919476.750000 Penalty: 4819.231934
	Iteration 40F: 3 clusters Score -1919477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1919483.625000 Penalty: 4819.231934
	Iteration 41Q: 3 clusters Score -1919484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1919489.375000 Penalty: 4819.231934
	Iteration 42Q: 3 clusters Score -1919489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1919489.875000 Penalty: 4819.231934
	Iteration 43Q: 3 clusters Score -1919490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1919492.000000 Penalty: 4819.231934
	Iteration 44Q: 3 clusters Score -1919492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1919496.000000 Penalty: 4819.231934
	Iteration 45Q: 3 clusters Score -1919496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1919499.625000 Penalty: 4819.231934
	Iteration 46Q: 3 clusters Score -1919500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1919510.375000 Penalty: 4819.231934
	Iteration 47Q: 3 clusters Score -1919510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1919512.625000 Penalty: 4819.231934
	Iteration 48Q: 3 clusters Score -1919513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1919520.375000 Penalty: 4819.231934
	Iteration 49Q: 3 clusters Score -1919520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1919522.875000 Penalty: 4819.231934
	Iteration 50Q: 3 clusters Score -1919523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1919521.750000 Penalty: 4819.231934
	Iteration 51Q: 3 clusters Score -1919522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1919526.875000 Penalty: 4819.231934
	Iteration 52Q: 3 clusters Score -1919527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1919528.125000 Penalty: 4819.231934
	Iteration 53Q: 3 clusters Score -1919528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1919530.625000 Penalty: 4819.231934
	Iteration 54Q: 3 clusters Score -1919531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1919532.250000 Penalty: 4819.231934
	Iteration 55Q: 3 clusters Score -1919532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1919531.125000 Penalty: 4819.231934
	Iteration 56Q: 3 clusters Score -1919531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1919530.125000 Penalty: 4819.231934
	Iteration 57Q: 3 clusters Score -1919530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1919537.125000 Penalty: 4819.231934
	Iteration 58Q: 3 clusters Score -1919537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1919539.125000 Penalty: 4819.231934
	Iteration 59Q: 3 clusters Score -1919539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1919537.500000 Penalty: 4819.231934
	Iteration 60F: 3 clusters Score -1919538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1919542.250000 Penalty: 4819.231934
	Iteration 61Q: 3 clusters Score -1919542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1919540.000000 Penalty: 4819.231934
	Iteration 62Q: 3 clusters Score -1919540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1919546.250000 Penalty: 4819.231934
	Iteration 63Q: 3 clusters Score -1919546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1919544.000000 Penalty: 4819.231934
	Iteration 64Q: 3 clusters Score -1919544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1919543.875000 Penalty: 4819.231934
	Iteration 65Q: 3 clusters Score -1919544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1919551.625000 Penalty: 4819.231934
	Iteration 66Q: 3 clusters Score -1919552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1919551.375000 Penalty: 4819.231934
	Iteration 67Q: 3 clusters Score -1919551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1919552.500000 Penalty: 4819.231934
	Iteration 68Q: 3 clusters Score -1919552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1919554.750000 Penalty: 4819.231934
	Iteration 69Q: 3 clusters Score -1919555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1919554.375000 Penalty: 4819.231934
	Iteration 70Q: 3 clusters Score -1919554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1919555.875000 Penalty: 4819.231934
	Iteration 71Q: 3 clusters Score -1919556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1919558.125000 Penalty: 4819.231934
	Iteration 72Q: 3 clusters Score -1919558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1919557.250000 Penalty: 4819.231934
	Iteration 73Q: 3 clusters Score -1919557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1919558.375000 Penalty: 4819.231934
	Iteration 74Q: 3 clusters Score -1919558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1919558.625000 Penalty: 4819.231934
	Iteration 75Q: 3 clusters Score -1919559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1919558.625000 Penalty: 4819.231934
	Iteration 76F: 3 clusters Score -1919559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -141651.171875 Penalty: 1777.425415
	Iteration 0F: 2 clusters Score -141651.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139509.406250 Penalty: 3554.850830
	Iteration 0F: 3 clusters Score -139509.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -139840.390625 Penalty: 3554.850830
	Iteration 1F: 3 clusters Score -139840.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -139943.187500 Penalty: 3554.850830
	Iteration 2F: 3 clusters Score -139943.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -140006.484375 Penalty: 3554.850830
	Iteration 3Q: 3 clusters Score -140006.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -140051.437500 Penalty: 3554.850830
	Iteration 4Q: 3 clusters Score -140051.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -140075.937500 Penalty: 3554.850830
	Iteration 5Q: 3 clusters Score -140075.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -140092.953125 Penalty: 3554.850830
	Iteration 6Q: 3 clusters Score -140093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140100.734375 Penalty: 3554.850830
	Iteration 7Q: 3 clusters Score -140100.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140104.703125 Penalty: 3554.850830
	Iteration 8Q: 3 clusters Score -140104.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140106.484375 Penalty: 3554.850830
	Iteration 9Q: 3 clusters Score -140106.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -140109.625000 Penalty: 3554.850830
	Iteration 10Q: 3 clusters Score -140109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -140110.640625 Penalty: 3554.850830
	Iteration 11Q: 3 clusters Score -140110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -140111.015625 Penalty: 3554.850830
	Iteration 12Q: 3 clusters Score -140111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -140111.750000 Penalty: 3554.850830
	Iteration 13Q: 3 clusters Score -140111.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -140115.187500 Penalty: 3554.850830
	Iteration 14Q: 3 clusters Score -140115.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -140116.500000 Penalty: 3554.850830
	Iteration 15Q: 3 clusters Score -140116.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -140119.343750 Penalty: 3554.850830
	Iteration 16Q: 3 clusters Score -140119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -140121.125000 Penalty: 3554.850830
	Iteration 17Q: 3 clusters Score -140121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -140121.890625 Penalty: 3554.850830
	Iteration 18Q: 3 clusters Score -140121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -140122.343750 Penalty: 3554.850830
	Iteration 19Q: 3 clusters Score -140122.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -140122.343750 Penalty: 3554.850830
	Iteration 20F: 3 clusters Score -140122.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Entering Unmasked Estep 
Score: -5010601.000000 Penalty: 2649.740967
	Iteration 0F: 2 clusters Score -5010601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -4981165.000000 Penalty: 5299.481934
	Iteration 0F: 3 clusters Score -4981165 nChanged 19990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4991984.500000 Penalty: 5299.481934
	Iteration 1F: 3 clusters Score -4991984 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -4992479.000000 Penalty: 5299.481934
	Iteration 2Q: 3 clusters Score -4992479 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -4992878.000000 Penalty: 5299.481934
	Iteration 3Q: 3 clusters Score -4992878 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4993287.000000 Penalty: 5299.481934
	Iteration 4Q: 3 clusters Score -4993287 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -4993789.500000 Penalty: 5299.481934
	Iteration 5Q: 3 clusters Score -4993790 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -4994488.000000 Penalty: 5299.481934
	Iteration 6Q: 3 clusters Score -4994488 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -4995392.500000 Penalty: 5299.481934
	Iteration 7Q: 3 clusters Score -4995392 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -4996646.500000 Penalty: 5299.481934
	Iteration 8F: 3 clusters Score -4996646 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -4998378.500000 Penalty: 5299.481934
	Iteration 9F: 3 clusters Score -4998378 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -5000507.500000 Penalty: 5299.481934
	Iteration 10F: 3 clusters Score -5000508 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -5002588.000000 Penalty: 5299.481934
	Iteration 11F: 3 clusters Score -5002588 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -5004199.000000 Penalty: 5299.481934
	Iteration 12Q: 3 clusters Score -5004199 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -5005275.000000 Penalty: 5299.481934
	Iteration 13Q: 3 clusters Score -5005275 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -5005936.500000 Penalty: 5299.481934
	Iteration 14Q: 3 clusters Score -5005936 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -5006468.500000 Penalty: 5299.481934
	Iteration 15Q: 3 clusters Score -5006468 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -5006888.000000 Penalty: 5299.481934
	Iteration 16Q: 3 clusters Score -5006888 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -5007236.000000 Penalty: 5299.481934
	Iteration 17Q: 3 clusters Score -5007236 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -5007513.000000 Penalty: 5299.481934
	Iteration 18Q: 3 clusters Score -5007513 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -5007682.000000 Penalty: 5299.481934
	Iteration 19Q: 3 clusters Score -5007682 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -5007900.000000 Penalty: 5299.481934
	Iteration 20F: 3 clusters Score -5007900 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -5008053.500000 Penalty: 5299.481934
	Iteration 21Q: 3 clusters Score -5008054 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -5008190.000000 Penalty: 5299.481934
	Iteration 22Q: 3 clusters Score -5008190 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -5008267.500000 Penalty: 5299.481934
	Iteration 23Q: 3 clusters Score -5008268 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -5008358.500000 Penalty: 5299.481934
	Iteration 24Q: 3 clusters Score -5008358 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -5008434.500000 Penalty: 5299.481934
	Iteration 25Q: 3 clusters Score -5008434 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -5008477.000000 Penalty: 5299.481934
	Iteration 26Q: 3 clusters Score -5008477 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5008493.000000 Penalty: 5299.481934
	Iteration 27Q: 3 clusters Score -5008493 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -5008538.000000 Penalty: 5299.481934
	Iteration 28Q: 3 clusters Score -5008538 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5008568.000000 Penalty: 5299.481934
	Iteration 29Q: 3 clusters Score -5008568 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5008592.000000 Penalty: 5299.481934
	Iteration 30Q: 3 clusters Score -5008592 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5008612.000000 Penalty: 5299.481934
	Iteration 31Q: 3 clusters Score -5008612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5008631.000000 Penalty: 5299.481934
	Iteration 32Q: 3 clusters Score -5008631 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5008635.000000 Penalty: 5299.481934
	Iteration 33Q: 3 clusters Score -5008635 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5008656.500000 Penalty: 5299.481934
	Iteration 34Q: 3 clusters Score -5008656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5008675.500000 Penalty: 5299.481934
	Iteration 35Q: 3 clusters Score -5008676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5008689.000000 Penalty: 5299.481934
	Iteration 36Q: 3 clusters Score -5008689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5008697.000000 Penalty: 5299.481934
	Iteration 37Q: 3 clusters Score -5008697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5008694.000000 Penalty: 5299.481934
	Iteration 38Q: 3 clusters Score -5008694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5008696.500000 Penalty: 5299.481934
	Iteration 39Q: 3 clusters Score -5008696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5008699.500000 Penalty: 5299.481934
	Iteration 40F: 3 clusters Score -5008700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5008705.000000 Penalty: 5299.481934
	Iteration 41Q: 3 clusters Score -5008705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5008707.000000 Penalty: 5299.481934
	Iteration 42Q: 3 clusters Score -5008707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5008721.500000 Penalty: 5299.481934
	Iteration 43Q: 3 clusters Score -5008722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5008729.500000 Penalty: 5299.481934
	Iteration 44Q: 3 clusters Score -5008730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5008727.500000 Penalty: 5299.481934
	Iteration 45Q: 3 clusters Score -5008728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5008722.000000 Penalty: 5299.481934
	Iteration 46Q: 3 clusters Score -5008722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5008735.500000 Penalty: 5299.481934
	Iteration 47Q: 3 clusters Score -5008736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5008731.500000 Penalty: 5299.481934
	Iteration 48Q: 3 clusters Score -5008732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5008739.000000 Penalty: 5299.481934
	Iteration 49Q: 3 clusters Score -5008739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5008744.500000 Penalty: 5299.481934
	Iteration 50Q: 3 clusters Score -5008744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5008746.000000 Penalty: 5299.481934
	Iteration 51Q: 3 clusters Score -5008746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5008750.000000 Penalty: 5299.481934
	Iteration 52Q: 3 clusters Score -5008750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5008751.500000 Penalty: 5299.481934
	Iteration 53Q: 3 clusters Score -5008752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5008752.500000 Penalty: 5299.481934
	Iteration 54Q: 3 clusters Score -5008752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5008755.000000 Penalty: 5299.481934
	Iteration 55Q: 3 clusters Score -5008755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5008762.000000 Penalty: 5299.481934
	Iteration 56Q: 3 clusters Score -5008762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5008759.000000 Penalty: 5299.481934
	Iteration 57Q: 3 clusters Score -5008759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5008758.000000 Penalty: 5299.481934
	Iteration 58Q: 3 clusters Score -5008758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5008759.500000 Penalty: 5299.481934
	Iteration 59Q: 3 clusters Score -5008760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5008762.000000 Penalty: 5299.481934
	Iteration 60F: 3 clusters Score -5008762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5008762.000000 Penalty: 5299.481934
	Iteration 61Q: 3 clusters Score -5008762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5008768.500000 Penalty: 5299.481934
	Iteration 62Q: 3 clusters Score -5008768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5008768.500000 Penalty: 5299.481934
	Iteration 63Q: 3 clusters Score -5008768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5008769.000000 Penalty: 5299.481934
	Iteration 64Q: 3 clusters Score -5008769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5008766.000000 Penalty: 5299.481934
	Iteration 65Q: 3 clusters Score -5008766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5008773.500000 Penalty: 5299.481934
	Iteration 66Q: 3 clusters Score -5008774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5008770.500000 Penalty: 5299.481934
	Iteration 67Q: 3 clusters Score -5008770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5008776.500000 Penalty: 5299.481934
	Iteration 68Q: 3 clusters Score -5008776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5008770.000000 Penalty: 5299.481934
	Iteration 69Q: 3 clusters Score -5008770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5008779.000000 Penalty: 5299.481934
	Iteration 70Q: 3 clusters Score -5008779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5008782.500000 Penalty: 5299.481934
	Iteration 71Q: 3 clusters Score -5008782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5008783.500000 Penalty: 5299.481934
	Iteration 72Q: 3 clusters Score -5008784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5008790.000000 Penalty: 5299.481934
	Iteration 73Q: 3 clusters Score -5008790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5008779.500000 Penalty: 5299.481934
	Iteration 74Q: 3 clusters Score -5008780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5008779.500000 Penalty: 5299.481934
	Iteration 75F: 3 clusters Score -5008780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -372559.562500 Penalty: 2010.863892
	Iteration 0F: 2 clusters Score -372559.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -369107.531250 Penalty: 4021.727783
	Iteration 0F: 3 clusters Score -369107.5 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -369828.812500 Penalty: 4021.727783
	Iteration 1F: 3 clusters Score -369828.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -369981.843750 Penalty: 4021.727783
	Iteration 2F: 3 clusters Score -369981.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -370064.656250 Penalty: 4021.727783
	Iteration 3Q: 3 clusters Score -370064.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -370123.437500 Penalty: 4021.727783
	Iteration 4Q: 3 clusters Score -370123.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -370163.218750 Penalty: 4021.727783
	Iteration 5Q: 3 clusters Score -370163.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -370201.187500 Penalty: 4021.727783
	Iteration 6Q: 3 clusters Score -370201.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -370231.250000 Penalty: 4021.727783
	Iteration 7Q: 3 clusters Score -370231.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -370255.187500 Penalty: 4021.727783
	Iteration 8Q: 3 clusters Score -370255.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -370277.875000 Penalty: 4021.727783
	Iteration 9Q: 3 clusters Score -370277.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -370300.375000 Penalty: 4021.727783
	Iteration 10Q: 3 clusters Score -370300.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -370331.250000 Penalty: 4021.727783
	Iteration 11Q: 3 clusters Score -370331.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -370356.281250 Penalty: 4021.727783
	Iteration 12Q: 3 clusters Score -370356.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -370370.531250 Penalty: 4021.727783
	Iteration 13Q: 3 clusters Score -370370.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -370388.500000 Penalty: 4021.727783
	Iteration 14Q: 3 clusters Score -370388.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -370400.562500 Penalty: 4021.727783
	Iteration 15Q: 3 clusters Score -370400.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -370405.156250 Penalty: 4021.727783
	Iteration 16Q: 3 clusters Score -370405.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -370411.625000 Penalty: 4021.727783
	Iteration 17Q: 3 clusters Score -370411.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -370416.031250 Penalty: 4021.727783
	Iteration 18Q: 3 clusters Score -370416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -370419.468750 Penalty: 4021.727783
	Iteration 19Q: 3 clusters Score -370419.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -370425.062500 Penalty: 4021.727783
	Iteration 20F: 3 clusters Score -370425.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -370430.312500 Penalty: 4021.727783
	Iteration 21Q: 3 clusters Score -370430.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -370433.718750 Penalty: 4021.727783
	Iteration 22Q: 3 clusters Score -370433.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -370436.781250 Penalty: 4021.727783
	Iteration 23Q: 3 clusters Score -370436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -370438.875000 Penalty: 4021.727783
	Iteration 24Q: 3 clusters Score -370438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -370440.843750 Penalty: 4021.727783
	Iteration 25Q: 3 clusters Score -370440.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -370443.093750 Penalty: 4021.727783
	Iteration 26Q: 3 clusters Score -370443.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -370444.687500 Penalty: 4021.727783
	Iteration 27Q: 3 clusters Score -370444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -370445.593750 Penalty: 4021.727783
	Iteration 28Q: 3 clusters Score -370445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -370445.656250 Penalty: 4021.727783
	Iteration 29Q: 3 clusters Score -370445.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -370445.656250 Penalty: 4021.727783
	Iteration 30F: 3 clusters Score -370445.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -262212.062500 Penalty: 1922.579102
	Iteration 0F: 2 clusters Score -262212.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -259371.125000 Penalty: 3845.158203
	Iteration 0F: 3 clusters Score -259371.1 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -259869.156250 Penalty: 3845.158203
	Iteration 1F: 3 clusters Score -259869.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -260015.593750 Penalty: 3845.158203
	Iteration 2F: 3 clusters Score -260015.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -260101.343750 Penalty: 3845.158203
	Iteration 3Q: 3 clusters Score -260101.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -260151.359375 Penalty: 3845.158203
	Iteration 4Q: 3 clusters Score -260151.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -260183.000000 Penalty: 3845.158203
	Iteration 5Q: 3 clusters Score -260183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -260203.406250 Penalty: 3845.158203
	Iteration 6Q: 3 clusters Score -260203.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -260220.187500 Penalty: 3845.158203
	Iteration 7Q: 3 clusters Score -260220.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -260227.906250 Penalty: 3845.158203
	Iteration 8Q: 3 clusters Score -260227.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -260232.781250 Penalty: 3845.158203
	Iteration 9Q: 3 clusters Score -260232.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -260237.312500 Penalty: 3845.158203
	Iteration 10Q: 3 clusters Score -260237.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -260242.875000 Penalty: 3845.158203
	Iteration 11Q: 3 clusters Score -260242.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -260246.171875 Penalty: 3845.158203
	Iteration 12Q: 3 clusters Score -260246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -260248.203125 Penalty: 3845.158203
	Iteration 13Q: 3 clusters Score -260248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -260249.234375 Penalty: 3845.158203
	Iteration 14Q: 3 clusters Score -260249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -260251.500000 Penalty: 3845.158203
	Iteration 15Q: 3 clusters Score -260251.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -260254.328125 Penalty: 3845.158203
	Iteration 16Q: 3 clusters Score -260254.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -260256.015625 Penalty: 3845.158203
	Iteration 17Q: 3 clusters Score -260256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -260259.671875 Penalty: 3845.158203
	Iteration 18Q: 3 clusters Score -260259.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -260261.500000 Penalty: 3845.158203
	Iteration 19Q: 3 clusters Score -260261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -260262.343750 Penalty: 3845.158203
	Iteration 20F: 3 clusters Score -260262.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Entering Unmasked Estep 
Score: -993353.500000 Penalty: 2247.192627
	Iteration 0F: 2 clusters Score -993353.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -986561.687500 Penalty: 4494.385254
	Iteration 0F: 3 clusters Score -986561.7 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -988453.312500 Penalty: 4494.385254
	Iteration 1F: 3 clusters Score -988453.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -988800.625000 Penalty: 4494.385254
	Iteration 2F: 3 clusters Score -988800.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -989145.812500 Penalty: 4494.385254
	Iteration 3F: 3 clusters Score -989145.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -989562.250000 Penalty: 4494.385254
	Iteration 4F: 3 clusters Score -989562.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -990013.125000 Penalty: 4494.385254
	Iteration 5F: 3 clusters Score -990013.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -990451.062500 Penalty: 4494.385254
	Iteration 6F: 3 clusters Score -990451.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -990874.937500 Penalty: 4494.385254
	Iteration 7F: 3 clusters Score -990874.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -991301.875000 Penalty: 4494.385254
	Iteration 8F: 3 clusters Score -991301.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -991671.625000 Penalty: 4494.385254
	Iteration 9F: 3 clusters Score -991671.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -991955.062500 Penalty: 4494.385254
	Iteration 10Q: 3 clusters Score -991955.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -992182.312500 Penalty: 4494.385254
	Iteration 11Q: 3 clusters Score -992182.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -992317.187500 Penalty: 4494.385254
	Iteration 12Q: 3 clusters Score -992317.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -992415.312500 Penalty: 4494.385254
	Iteration 13Q: 3 clusters Score -992415.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -992505.562500 Penalty: 4494.385254
	Iteration 14Q: 3 clusters Score -992505.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -992552.750000 Penalty: 4494.385254
	Iteration 15Q: 3 clusters Score -992552.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -992583.500000 Penalty: 4494.385254
	Iteration 16Q: 3 clusters Score -992583.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -992602.812500 Penalty: 4494.385254
	Iteration 17Q: 3 clusters Score -992602.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -992614.875000 Penalty: 4494.385254
	Iteration 18Q: 3 clusters Score -992614.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -992622.312500 Penalty: 4494.385254
	Iteration 19Q: 3 clusters Score -992622.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -992632.562500 Penalty: 4494.385254
	Iteration 20F: 3 clusters Score -992632.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -992644.125000 Penalty: 4494.385254
	Iteration 21Q: 3 clusters Score -992644.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -992648.125000 Penalty: 4494.385254
	Iteration 22Q: 3 clusters Score -992648.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -992651.125000 Penalty: 4494.385254
	Iteration 23Q: 3 clusters Score -992651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -992649.625000 Penalty: 4494.385254
	Iteration 24Q: 3 clusters Score -992649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -992651.875000 Penalty: 4494.385254
	Iteration 25Q: 3 clusters Score -992651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -992652.375000 Penalty: 4494.385254
	Iteration 26Q: 3 clusters Score -992652.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -992652.375000 Penalty: 4494.385254
	Iteration 27F: 3 clusters Score -992652.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Entering Unmasked Estep 
Score: -621701.500000 Penalty: 2143.187744
	Iteration 0F: 2 clusters Score -621701.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -616758.062500 Penalty: 4286.375488
	Iteration 0F: 3 clusters Score -616758.1 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -618057.625000 Penalty: 4286.375488
	Iteration 1F: 3 clusters Score -618057.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -618378.187500 Penalty: 4286.375488
	Iteration 2F: 3 clusters Score -618378.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -618602.687500 Penalty: 4286.375488
	Iteration 3F: 3 clusters Score -618602.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -618764.000000 Penalty: 4286.375488
	Iteration 4Q: 3 clusters Score -618764 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -618901.312500 Penalty: 4286.375488
	Iteration 5Q: 3 clusters Score -618901.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -618997.312500 Penalty: 4286.375488
	Iteration 6Q: 3 clusters Score -618997.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -619073.000000 Penalty: 4286.375488
	Iteration 7Q: 3 clusters Score -619073 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -619124.437500 Penalty: 4286.375488
	Iteration 8Q: 3 clusters Score -619124.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -619164.437500 Penalty: 4286.375488
	Iteration 9Q: 3 clusters Score -619164.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -619204.312500 Penalty: 4286.375488
	Iteration 10Q: 3 clusters Score -619204.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -619244.562500 Penalty: 4286.375488
	Iteration 11Q: 3 clusters Score -619244.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -619281.687500 Penalty: 4286.375488
	Iteration 12Q: 3 clusters Score -619281.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -619312.187500 Penalty: 4286.375488
	Iteration 13Q: 3 clusters Score -619312.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -619339.250000 Penalty: 4286.375488
	Iteration 14Q: 3 clusters Score -619339.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -619364.187500 Penalty: 4286.375488
	Iteration 15Q: 3 clusters Score -619364.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -619384.812500 Penalty: 4286.375488
	Iteration 16Q: 3 clusters Score -619384.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -619404.937500 Penalty: 4286.375488
	Iteration 17Q: 3 clusters Score -619404.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -619431.625000 Penalty: 4286.375488
	Iteration 18Q: 3 clusters Score -619431.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -619453.062500 Penalty: 4286.375488
	Iteration 19Q: 3 clusters Score -619453.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -619470.000000 Penalty: 4286.375488
	Iteration 20F: 3 clusters Score -619470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -619488.500000 Penalty: 4286.375488
	Iteration 21Q: 3 clusters Score -619488.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -619513.687500 Penalty: 4286.375488
	Iteration 22Q: 3 clusters Score -619513.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -619538.375000 Penalty: 4286.375488
	Iteration 23Q: 3 clusters Score -619538.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -619564.562500 Penalty: 4286.375488
	Iteration 24Q: 3 clusters Score -619564.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -619585.500000 Penalty: 4286.375488
	Iteration 25Q: 3 clusters Score -619585.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -619611.875000 Penalty: 4286.375488
	Iteration 26Q: 3 clusters Score -619611.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -619640.062500 Penalty: 4286.375488
	Iteration 27Q: 3 clusters Score -619640.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -619675.750000 Penalty: 4286.375488
	Iteration 28Q: 3 clusters Score -619675.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -619708.500000 Penalty: 4286.375488
	Iteration 29Q: 3 clusters Score -619708.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -619751.062500 Penalty: 4286.375488
	Iteration 30Q: 3 clusters Score -619751.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -619794.500000 Penalty: 4286.375488
	Iteration 31Q: 3 clusters Score -619794.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -619833.500000 Penalty: 4286.375488
	Iteration 32Q: 3 clusters Score -619833.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -619888.000000 Penalty: 4286.375488
	Iteration 33Q: 3 clusters Score -619888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -619940.875000 Penalty: 4286.375488
	Iteration 34Q: 3 clusters Score -619940.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -620001.000000 Penalty: 4286.375488
	Iteration 35Q: 3 clusters Score -620001 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -620052.875000 Penalty: 4286.375488
	Iteration 36Q: 3 clusters Score -620052.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -620099.437500 Penalty: 4286.375488
	Iteration 37Q: 3 clusters Score -620099.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -620148.250000 Penalty: 4286.375488
	Iteration 38Q: 3 clusters Score -620148.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -620188.875000 Penalty: 4286.375488
	Iteration 39Q: 3 clusters Score -620188.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -620226.500000 Penalty: 4286.375488
	Iteration 40F: 3 clusters Score -620226.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -620276.375000 Penalty: 4286.375488
	Iteration 41Q: 3 clusters Score -620276.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -620315.750000 Penalty: 4286.375488
	Iteration 42Q: 3 clusters Score -620315.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -620353.312500 Penalty: 4286.375488
	Iteration 43Q: 3 clusters Score -620353.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -620386.000000 Penalty: 4286.375488
	Iteration 44Q: 3 clusters Score -620386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -620406.750000 Penalty: 4286.375488
	Iteration 45Q: 3 clusters Score -620406.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -620429.937500 Penalty: 4286.375488
	Iteration 46Q: 3 clusters Score -620429.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -620454.625000 Penalty: 4286.375488
	Iteration 47Q: 3 clusters Score -620454.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -620468.625000 Penalty: 4286.375488
	Iteration 48Q: 3 clusters Score -620468.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -620483.375000 Penalty: 4286.375488
	Iteration 49Q: 3 clusters Score -620483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -620488.750000 Penalty: 4286.375488
	Iteration 50Q: 3 clusters Score -620488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -620490.500000 Penalty: 4286.375488
	Iteration 51Q: 3 clusters Score -620490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -620496.437500 Penalty: 4286.375488
	Iteration 52Q: 3 clusters Score -620496.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -620504.875000 Penalty: 4286.375488
	Iteration 53Q: 3 clusters Score -620504.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -620513.687500 Penalty: 4286.375488
	Iteration 54Q: 3 clusters Score -620513.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -620521.625000 Penalty: 4286.375488
	Iteration 55Q: 3 clusters Score -620521.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -620528.625000 Penalty: 4286.375488
	Iteration 56Q: 3 clusters Score -620528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -620531.187500 Penalty: 4286.375488
	Iteration 57Q: 3 clusters Score -620531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -620532.000000 Penalty: 4286.375488
	Iteration 58Q: 3 clusters Score -620532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -620535.125000 Penalty: 4286.375488
	Iteration 59Q: 3 clusters Score -620535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -620536.187500 Penalty: 4286.375488
	Iteration 60F: 3 clusters Score -620536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Entering Unmasked Estep 
Score: -643085.812500 Penalty: 2152.005127
	Iteration 0F: 2 clusters Score -643085.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -638021.375000 Penalty: 4304.010254
	Iteration 0F: 3 clusters Score -638021.4 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -639248.937500 Penalty: 4304.010254
	Iteration 1F: 3 clusters Score -639248.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -639503.125000 Penalty: 4304.010254
	Iteration 2F: 3 clusters Score -639503.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -639727.000000 Penalty: 4304.010254
	Iteration 3F: 3 clusters Score -639727 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -639945.687500 Penalty: 4304.010254
	Iteration 4Q: 3 clusters Score -639945.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -640127.875000 Penalty: 4304.010254
	Iteration 5Q: 3 clusters Score -640127.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -640312.937500 Penalty: 4304.010254
	Iteration 6Q: 3 clusters Score -640312.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -640460.437500 Penalty: 4304.010254
	Iteration 7Q: 3 clusters Score -640460.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -640596.812500 Penalty: 4304.010254
	Iteration 8Q: 3 clusters Score -640596.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -640713.375000 Penalty: 4304.010254
	Iteration 9Q: 3 clusters Score -640713.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -640801.812500 Penalty: 4304.010254
	Iteration 10Q: 3 clusters Score -640801.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -640888.500000 Penalty: 4304.010254
	Iteration 11Q: 3 clusters Score -640888.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -640992.937500 Penalty: 4304.010254
	Iteration 12Q: 3 clusters Score -640992.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -641083.062500 Penalty: 4304.010254
	Iteration 13Q: 3 clusters Score -641083.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -641179.250000 Penalty: 4304.010254
	Iteration 14Q: 3 clusters Score -641179.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -641259.812500 Penalty: 4304.010254
	Iteration 15Q: 3 clusters Score -641259.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -641334.625000 Penalty: 4304.010254
	Iteration 16Q: 3 clusters Score -641334.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -641417.750000 Penalty: 4304.010254
	Iteration 17Q: 3 clusters Score -641417.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -641482.812500 Penalty: 4304.010254
	Iteration 18Q: 3 clusters Score -641482.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -641535.375000 Penalty: 4304.010254
	Iteration 19Q: 3 clusters Score -641535.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -641584.125000 Penalty: 4304.010254
	Iteration 20F: 3 clusters Score -641584.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -641624.437500 Penalty: 4304.010254
	Iteration 21Q: 3 clusters Score -641624.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -641655.437500 Penalty: 4304.010254
	Iteration 22Q: 3 clusters Score -641655.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -641671.500000 Penalty: 4304.010254
	Iteration 23Q: 3 clusters Score -641671.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -641688.562500 Penalty: 4304.010254
	Iteration 24Q: 3 clusters Score -641688.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -641702.937500 Penalty: 4304.010254
	Iteration 25Q: 3 clusters Score -641702.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -641713.062500 Penalty: 4304.010254
	Iteration 26Q: 3 clusters Score -641713.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -641718.062500 Penalty: 4304.010254
	Iteration 27Q: 3 clusters Score -641718.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -641723.812500 Penalty: 4304.010254
	Iteration 28Q: 3 clusters Score -641723.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -641732.125000 Penalty: 4304.010254
	Iteration 29Q: 3 clusters Score -641732.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -641743.937500 Penalty: 4304.010254
	Iteration 30Q: 3 clusters Score -641743.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -641752.937500 Penalty: 4304.010254
	Iteration 31Q: 3 clusters Score -641752.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -641762.625000 Penalty: 4304.010254
	Iteration 32Q: 3 clusters Score -641762.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -641770.937500 Penalty: 4304.010254
	Iteration 33Q: 3 clusters Score -641770.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -641775.000000 Penalty: 4304.010254
	Iteration 34Q: 3 clusters Score -641775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -641783.000000 Penalty: 4304.010254
	Iteration 35Q: 3 clusters Score -641783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -641789.687500 Penalty: 4304.010254
	Iteration 36Q: 3 clusters Score -641789.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -641792.875000 Penalty: 4304.010254
	Iteration 37Q: 3 clusters Score -641792.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -641797.500000 Penalty: 4304.010254
	Iteration 38Q: 3 clusters Score -641797.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -641802.000000 Penalty: 4304.010254
	Iteration 39Q: 3 clusters Score -641802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -641804.125000 Penalty: 4304.010254
	Iteration 40F: 3 clusters Score -641804.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -641807.000000 Penalty: 4304.010254
	Iteration 41Q: 3 clusters Score -641807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -641809.625000 Penalty: 4304.010254
	Iteration 42Q: 3 clusters Score -641809.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -641815.000000 Penalty: 4304.010254
	Iteration 43Q: 3 clusters Score -641815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -641822.125000 Penalty: 4304.010254
	Iteration 44Q: 3 clusters Score -641822.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -641823.875000 Penalty: 4304.010254
	Iteration 45Q: 3 clusters Score -641823.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -641832.312500 Penalty: 4304.010254
	Iteration 46Q: 3 clusters Score -641832.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -641837.250000 Penalty: 4304.010254
	Iteration 47Q: 3 clusters Score -641837.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -641841.187500 Penalty: 4304.010254
	Iteration 48Q: 3 clusters Score -641841.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -641846.562500 Penalty: 4304.010254
	Iteration 49Q: 3 clusters Score -641846.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -641847.125000 Penalty: 4304.010254
	Iteration 50Q: 3 clusters Score -641847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -641849.687500 Penalty: 4304.010254
	Iteration 51Q: 3 clusters Score -641849.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -641850.812500 Penalty: 4304.010254
	Iteration 52Q: 3 clusters Score -641850.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -641853.437500 Penalty: 4304.010254
	Iteration 53Q: 3 clusters Score -641853.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -641853.125000 Penalty: 4304.010254
	Iteration 54Q: 3 clusters Score -641853.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -641856.125000 Penalty: 4304.010254
	Iteration 55Q: 3 clusters Score -641856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -641856.812500 Penalty: 4304.010254
	Iteration 56Q: 3 clusters Score -641856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -641857.625000 Penalty: 4304.010254
	Iteration 57Q: 3 clusters Score -641857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -641857.062500 Penalty: 4304.010254
	Iteration 58Q: 3 clusters Score -641857.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -641857.125000 Penalty: 4304.010254
	Iteration 59Q: 3 clusters Score -641857.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -641858.812500 Penalty: 4304.010254
	Iteration 60F: 3 clusters Score -641858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -641859.125000 Penalty: 4304.010254
	Iteration 61Q: 3 clusters Score -641859.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -641859.375000 Penalty: 4304.010254
	Iteration 62Q: 3 clusters Score -641859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -641860.937500 Penalty: 4304.010254
	Iteration 63Q: 3 clusters Score -641860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -641861.062500 Penalty: 4304.010254
	Iteration 64Q: 3 clusters Score -641861.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -641863.187500 Penalty: 4304.010254
	Iteration 65Q: 3 clusters Score -641863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -641864.937500 Penalty: 4304.010254
	Iteration 66Q: 3 clusters Score -641864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -641864.562500 Penalty: 4304.010254
	Iteration 67Q: 3 clusters Score -641864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -641865.625000 Penalty: 4304.010254
	Iteration 68Q: 3 clusters Score -641865.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -641867.187500 Penalty: 4304.010254
	Iteration 69Q: 3 clusters Score -641867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -641866.062500 Penalty: 4304.010254
	Iteration 70Q: 3 clusters Score -641866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -641867.312500 Penalty: 4304.010254
	Iteration 71Q: 3 clusters Score -641867.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -641868.125000 Penalty: 4304.010254
	Iteration 72Q: 3 clusters Score -641868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -641868.750000 Penalty: 4304.010254
	Iteration 73Q: 3 clusters Score -641868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -641868.750000 Penalty: 4304.010254
	Iteration 74F: 3 clusters Score -641868.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -183817.140625 Penalty: 1841.044922
	Iteration 0F: 2 clusters Score -183817.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -181435.875000 Penalty: 3682.089844
	Iteration 0F: 3 clusters Score -181435.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -181888.250000 Penalty: 3682.089844
	Iteration 1F: 3 clusters Score -181888.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -182020.671875 Penalty: 3682.089844
	Iteration 2F: 3 clusters Score -182020.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -182155.968750 Penalty: 3682.089844
	Iteration 3Q: 3 clusters Score -182156 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -182268.593750 Penalty: 3682.089844
	Iteration 4Q: 3 clusters Score -182268.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -182393.078125 Penalty: 3682.089844
	Iteration 5Q: 3 clusters Score -182393.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -182514.000000 Penalty: 3682.089844
	Iteration 6Q: 3 clusters Score -182514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -182628.656250 Penalty: 3682.089844
	Iteration 7Q: 3 clusters Score -182628.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -182738.093750 Penalty: 3682.089844
	Iteration 8Q: 3 clusters Score -182738.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -182820.234375 Penalty: 3682.089844
	Iteration 9Q: 3 clusters Score -182820.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -182873.484375 Penalty: 3682.089844
	Iteration 10Q: 3 clusters Score -182873.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -182930.359375 Penalty: 3682.089844
	Iteration 11Q: 3 clusters Score -182930.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -182995.484375 Penalty: 3682.089844
	Iteration 12Q: 3 clusters Score -182995.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -183116.031250 Penalty: 3682.089844
	Iteration 13Q: 3 clusters Score -183116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -183276.250000 Penalty: 3682.089844
	Iteration 14Q: 3 clusters Score -183276.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -183561.281250 Penalty: 3682.089844
	Iteration 15Q: 3 clusters Score -183561.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -184098.125000 Penalty: 3682.089844
	Iteration 16F: 3 clusters Score -184098.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -184697.703125 Penalty: 3682.089844
	Iteration 17Q: 3 clusters Score -184697.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -185135.734375 Penalty: 3682.089844
	Iteration 18Q: 3 clusters Score -185135.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -185402.015625 Penalty: 3682.089844
	Iteration 19Q: 3 clusters Score -185402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -185410.796875 Penalty: 3682.089844
	Iteration 20F: 3 clusters Score -185410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338738 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 38459 members 
Mstep: Class 4 contains 32821 members 
Mstep: Class 5 contains 54763 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 47397 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19733 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43671 members 
Mstep: Class 15 contains 3322 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 8615 members 
Mstep: Class 18 contains 5664 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 21 contains 5869 members 
Mstep: Class 22 contains 786 members 
Entering Unmasked Estep 
Score: -70746832.000000 Penalty: 69567.734375
Splitting cluster 22 changes total score from -70746696.000000 to -70746832.000000
So it's getting split into cluster 19.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338738 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 38459 members 
Mstep: Class 4 contains 32821 members 
Mstep: Class 5 contains 54763 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 47397 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19733 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43671 members 
Mstep: Class 15 contains 3322 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 8615 members 
Mstep: Class 18 contains 5664 members 
Mstep: Class 21 contains 5869 members 
Mstep: Class 22 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747048.000000 Penalty: 69567.734375
Iteration 79Q: 22 clusters Score -7.074705e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338680 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 38546 members 
Mstep: Class 4 contains 32849 members 
Mstep: Class 5 contains 54769 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 47439 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19746 members 
Mstep: Class 11 contains 7262 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 43666 members 
Mstep: Class 15 contains 3316 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 8624 members 
Mstep: Class 18 contains 5661 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5840 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747320.000000 Penalty: 69567.734375
Iteration 80F: 22 clusters Score -7.074732e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338621 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 38659 members 
Mstep: Class 4 contains 32872 members 
Mstep: Class 5 contains 54764 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 47477 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19755 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 16589 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 43661 members 
Mstep: Class 15 contains 3316 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 8632 members 
Mstep: Class 18 contains 5655 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5799 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747536.000000 Penalty: 69567.734375
Iteration 81Q: 22 clusters Score -7.074754e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338581 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 38759 members 
Mstep: Class 4 contains 32894 members 
Mstep: Class 5 contains 54762 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 47506 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19758 members 
Mstep: Class 11 contains 7266 members 
Mstep: Class 12 contains 16589 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 43657 members 
Mstep: Class 15 contains 3313 members 
Mstep: Class 16 contains 2095 members 
Mstep: Class 17 contains 8636 members 
Mstep: Class 18 contains 5652 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5771 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747608.000000 Penalty: 69567.734375
Iteration 82Q: 22 clusters Score -7.074761e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338542 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 38859 members 
Mstep: Class 4 contains 32916 members 
Mstep: Class 5 contains 54759 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 47522 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19761 members 
Mstep: Class 11 contains 7273 members 
Mstep: Class 12 contains 16590 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 43646 members 
Mstep: Class 15 contains 3313 members 
Mstep: Class 16 contains 2029 members 
Mstep: Class 17 contains 8641 members 
Mstep: Class 18 contains 5649 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5739 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747664.000000 Penalty: 69567.734375
Iteration 83Q: 22 clusters Score -7.074766e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338492 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 38957 members 
Mstep: Class 4 contains 32927 members 
Mstep: Class 5 contains 54759 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 47533 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19764 members 
Mstep: Class 11 contains 7280 members 
Mstep: Class 12 contains 16592 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 43643 members 
Mstep: Class 15 contains 3313 members 
Mstep: Class 16 contains 1969 members 
Mstep: Class 17 contains 8644 members 
Mstep: Class 18 contains 5649 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5717 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747632.000000 Penalty: 69567.734375
Iteration 84Q: 22 clusters Score -7.074763e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338445 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 39034 members 
Mstep: Class 4 contains 32942 members 
Mstep: Class 5 contains 54761 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 47543 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19768 members 
Mstep: Class 11 contains 7288 members 
Mstep: Class 12 contains 16594 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 43639 members 
Mstep: Class 15 contains 3312 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 8646 members 
Mstep: Class 18 contains 5649 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5701 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747800.000000 Penalty: 69567.734375
Iteration 85Q: 22 clusters Score -7.07478e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338397 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 39088 members 
Mstep: Class 4 contains 32958 members 
Mstep: Class 5 contains 54762 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 47550 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19774 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 16595 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 43640 members 
Mstep: Class 15 contains 3312 members 
Mstep: Class 16 contains 1878 members 
Mstep: Class 17 contains 8650 members 
Mstep: Class 18 contains 5646 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5689 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747712.000000 Penalty: 69567.734375
Iteration 86Q: 22 clusters Score -7.074771e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338352 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 39156 members 
Mstep: Class 4 contains 32974 members 
Mstep: Class 5 contains 54762 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 47559 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19774 members 
Mstep: Class 11 contains 7311 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 43640 members 
Mstep: Class 15 contains 3312 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 17 contains 8652 members 
Mstep: Class 18 contains 5642 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3268.336670 but Gain 3312.742188
Score: -70747768.000000 Penalty: 66254.992188
Iteration 87Q: 21 clusters Score -7.074777e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 339105 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 40210 members 
Mstep: Class 4 contains 32987 members 
Mstep: Class 5 contains 54763 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 47565 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19777 members 
Mstep: Class 11 contains 7319 members 
Mstep: Class 12 contains 16601 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 43640 members 
Mstep: Class 15 contains 3312 members 
Mstep: Class 17 contains 8658 members 
Mstep: Class 18 contains 5639 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5663 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750640.000000 Penalty: 66254.992188
Iteration 88Q: 21 clusters Score -7.075064e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338728 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 40659 members 
Mstep: Class 4 contains 33019 members 
Mstep: Class 5 contains 54760 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 47592 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19779 members 
Mstep: Class 11 contains 7326 members 
Mstep: Class 12 contains 16614 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 43617 members 
Mstep: Class 15 contains 3313 members 
Mstep: Class 17 contains 8666 members 
Mstep: Class 18 contains 5641 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5524 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750640.000000 Penalty: 66254.992188
Iteration 89Q: 21 clusters Score -7.075064e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338438 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 40967 members 
Mstep: Class 4 contains 33042 members 
Mstep: Class 5 contains 54744 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 47637 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19784 members 
Mstep: Class 11 contains 7341 members 
Mstep: Class 12 contains 16622 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 43604 members 
Mstep: Class 15 contains 3312 members 
Mstep: Class 17 contains 8669 members 
Mstep: Class 18 contains 5639 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5438 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750760.000000 Penalty: 66254.992188
Iteration 90Q: 21 clusters Score -7.075076e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338263 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41175 members 
Mstep: Class 4 contains 33059 members 
Mstep: Class 5 contains 54731 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 47681 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19784 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 16628 members 
Mstep: Class 13 contains 1298 members 
Mstep: Class 14 contains 43589 members 
Mstep: Class 15 contains 3312 members 
Mstep: Class 17 contains 8673 members 
Mstep: Class 18 contains 5638 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5353 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751016.000000 Penalty: 66254.992188
Iteration 91Q: 21 clusters Score -7.075102e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338146 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41333 members 
Mstep: Class 4 contains 33072 members 
Mstep: Class 5 contains 54716 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19786 members 
Mstep: Class 11 contains 7364 members 
Mstep: Class 12 contains 16632 members 
Mstep: Class 13 contains 1298 members 
Mstep: Class 14 contains 43571 members 
Mstep: Class 15 contains 3309 members 
Mstep: Class 17 contains 8678 members 
Mstep: Class 18 contains 5636 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751096.000000 Penalty: 66254.992188
Iteration 92Q: 21 clusters Score -7.07511e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338099 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41420 members 
Mstep: Class 4 contains 33079 members 
Mstep: Class 5 contains 54710 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 47732 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7375 members 
Mstep: Class 12 contains 16635 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43543 members 
Mstep: Class 15 contains 3309 members 
Mstep: Class 17 contains 8679 members 
Mstep: Class 18 contains 5636 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5231 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751096.000000 Penalty: 66254.992188
Iteration 93Q: 21 clusters Score -7.07511e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 338030 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 41469 members 
Mstep: Class 4 contains 33099 members 
Mstep: Class 5 contains 54706 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 47756 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19791 members 
Mstep: Class 11 contains 7392 members 
Mstep: Class 12 contains 16633 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43537 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 17 contains 8682 members 
Mstep: Class 18 contains 5635 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5200 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751144.000000 Penalty: 66254.992188
Iteration 94Q: 21 clusters Score -7.075114e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337976 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 41512 members 
Mstep: Class 4 contains 33105 members 
Mstep: Class 5 contains 54702 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 47784 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19790 members 
Mstep: Class 11 contains 7409 members 
Mstep: Class 12 contains 16635 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43531 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 5633 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5175 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751176.000000 Penalty: 66254.992188
Iteration 95Q: 21 clusters Score -7.075118e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337941 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 41542 members 
Mstep: Class 4 contains 33116 members 
Mstep: Class 5 contains 54702 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 47800 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19790 members 
Mstep: Class 11 contains 7418 members 
Mstep: Class 12 contains 16635 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43526 members 
Mstep: Class 15 contains 3295 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 5631 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5157 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751248.000000 Penalty: 66254.992188
Iteration 96Q: 21 clusters Score -7.075125e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337904 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 41561 members 
Mstep: Class 4 contains 33131 members 
Mstep: Class 5 contains 54699 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 47816 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19794 members 
Mstep: Class 11 contains 7424 members 
Mstep: Class 12 contains 16639 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43522 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 17 contains 8685 members 
Mstep: Class 18 contains 5630 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5139 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751248.000000 Penalty: 66254.992188
Iteration 97Q: 21 clusters Score -7.075125e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337863 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 41576 members 
Mstep: Class 4 contains 33145 members 
Mstep: Class 5 contains 54702 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 47832 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19793 members 
Mstep: Class 11 contains 7430 members 
Mstep: Class 12 contains 16641 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43526 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 17 contains 8685 members 
Mstep: Class 18 contains 5627 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5125 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751320.000000 Penalty: 66254.992188
Iteration 98Q: 21 clusters Score -7.075132e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337832 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 41587 members 
Mstep: Class 4 contains 33157 members 
Mstep: Class 5 contains 54705 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 47840 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19794 members 
Mstep: Class 11 contains 7435 members 
Mstep: Class 12 contains 16647 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43529 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5624 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5113 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751368.000000 Penalty: 66254.992188
Iteration 99Q: 21 clusters Score -7.075137e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337811 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 41600 members 
Mstep: Class 4 contains 33159 members 
Mstep: Class 5 contains 54704 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 47854 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19793 members 
Mstep: Class 11 contains 7437 members 
Mstep: Class 12 contains 16647 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43535 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5622 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5102 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751384.000000 Penalty: 66254.992188
Iteration 100F: 21 clusters Score -7.075138e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337808 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 41616 members 
Mstep: Class 4 contains 33157 members 
Mstep: Class 5 contains 54700 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 47861 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19790 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 16647 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43538 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5620 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5086 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751496.000000 Penalty: 66254.992188
Iteration 101Q: 21 clusters Score -7.07515e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337800 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 41629 members 
Mstep: Class 4 contains 33162 members 
Mstep: Class 5 contains 54700 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 47863 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19790 members 
Mstep: Class 11 contains 7440 members 
Mstep: Class 12 contains 16648 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43536 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5620 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5072 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751456.000000 Penalty: 66254.992188
Iteration 102Q: 21 clusters Score -7.075146e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337803 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 41641 members 
Mstep: Class 4 contains 33171 members 
Mstep: Class 5 contains 54699 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 47862 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7440 members 
Mstep: Class 12 contains 16648 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43530 members 
Mstep: Class 15 contains 3293 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5057 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751400.000000 Penalty: 66254.992188
Iteration 103Q: 21 clusters Score -7.07514e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337809 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41645 members 
Mstep: Class 4 contains 33176 members 
Mstep: Class 5 contains 54695 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 47867 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19787 members 
Mstep: Class 11 contains 7440 members 
Mstep: Class 12 contains 16649 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43529 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5048 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751424.000000 Penalty: 66254.992188
Iteration 104Q: 21 clusters Score -7.075142e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337804 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41647 members 
Mstep: Class 4 contains 33185 members 
Mstep: Class 5 contains 54695 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47870 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19787 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16649 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43527 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751432.000000 Penalty: 66254.992188
Iteration 105Q: 21 clusters Score -7.075143e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337795 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41650 members 
Mstep: Class 4 contains 33192 members 
Mstep: Class 5 contains 54695 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47875 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19787 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 16649 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43526 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5034 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751384.000000 Penalty: 66254.992188
Iteration 106Q: 21 clusters Score -7.075138e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337794 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41655 members 
Mstep: Class 4 contains 33192 members 
Mstep: Class 5 contains 54696 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47879 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19785 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 16649 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43523 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8685 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5028 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751456.000000 Penalty: 66254.992188
Iteration 107Q: 21 clusters Score -7.075146e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337791 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41666 members 
Mstep: Class 4 contains 33195 members 
Mstep: Class 5 contains 54694 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47880 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19787 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 16649 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43520 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5018 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751496.000000 Penalty: 66254.992188
Iteration 108Q: 21 clusters Score -7.07515e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337792 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41672 members 
Mstep: Class 4 contains 33195 members 
Mstep: Class 5 contains 54693 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47882 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19787 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 16648 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43520 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751560.000000 Penalty: 66254.992188
Iteration 109Q: 21 clusters Score -7.075156e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337794 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41676 members 
Mstep: Class 4 contains 33200 members 
Mstep: Class 5 contains 54688 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47883 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 16648 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43520 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8685 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5006 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751528.000000 Penalty: 66254.992188
Iteration 110Q: 21 clusters Score -7.075153e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337800 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41677 members 
Mstep: Class 4 contains 33203 members 
Mstep: Class 5 contains 54686 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19787 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 16648 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43516 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8685 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 5002 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751552.000000 Penalty: 66254.992188
Iteration 111Q: 21 clusters Score -7.075155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337803 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41680 members 
Mstep: Class 4 contains 33204 members 
Mstep: Class 5 contains 54689 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47884 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19786 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 16646 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43515 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5614 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4999 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751504.000000 Penalty: 66254.992188
Iteration 112Q: 21 clusters Score -7.07515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337799 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41684 members 
Mstep: Class 4 contains 33208 members 
Mstep: Class 5 contains 54688 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19786 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 16646 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43516 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4995 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751504.000000 Penalty: 66254.992188
Iteration 113Q: 21 clusters Score -7.07515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337796 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 33214 members 
Mstep: Class 5 contains 54688 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47883 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19787 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 16645 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43515 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4991 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751488.000000 Penalty: 66254.992188
Iteration 114Q: 21 clusters Score -7.075149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337799 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41687 members 
Mstep: Class 4 contains 33218 members 
Mstep: Class 5 contains 54689 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47882 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19787 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 16645 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43513 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4989 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751480.000000 Penalty: 66254.992188
Iteration 115Q: 21 clusters Score -7.075148e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337801 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41687 members 
Mstep: Class 4 contains 33220 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47882 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19787 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16646 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43510 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4987 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751488.000000 Penalty: 66254.992188
Iteration 116Q: 21 clusters Score -7.075149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337800 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 33223 members 
Mstep: Class 5 contains 54690 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47883 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19787 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16647 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 43511 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751488.000000 Penalty: 66254.992188
Iteration 117Q: 21 clusters Score -7.075149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337799 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41690 members 
Mstep: Class 4 contains 33227 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47881 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19787 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16648 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43506 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751528.000000 Penalty: 66254.992188
Iteration 118Q: 21 clusters Score -7.075153e+07 nChanged 15
Entering ConstructFrom: 
Score: -70751528.000000 Penalty: 66254.992188
Entering ConstructFrom: 
Trying to split cluster 1 (337801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337801 members 
Entering Unmasked Estep 
Score: -38276660.000000 Penalty: 3157.092529
	Iteration 0F: 2 clusters Score -3.827666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168636 members 
Mstep: Class 2 contains 169165 members 
Entering Unmasked Estep 
Score: -38087844.000000 Penalty: 6314.185059
	Iteration 0F: 3 clusters Score -3.808784e+07 nChanged 163921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164563 members 
Mstep: Class 2 contains 173238 members 
Entering Unmasked Estep 
Score: -38184636.000000 Penalty: 6314.185059
	Iteration 1F: 3 clusters Score -3.818464e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162924 members 
Mstep: Class 2 contains 174877 members 
Entering Unmasked Estep 
Score: -38185528.000000 Penalty: 6314.185059
	Iteration 2Q: 3 clusters Score -3.818553e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160163 members 
Mstep: Class 2 contains 177638 members 
Entering Unmasked Estep 
Score: -38186936.000000 Penalty: 6314.185059
	Iteration 3Q: 3 clusters Score -3.818694e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155784 members 
Mstep: Class 2 contains 182017 members 
Entering Unmasked Estep 
Score: -38189012.000000 Penalty: 6314.185059
	Iteration 4Q: 3 clusters Score -3.818901e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149066 members 
Mstep: Class 2 contains 188735 members 
Entering Unmasked Estep 
Score: -38191608.000000 Penalty: 6314.185059
	Iteration 5Q: 3 clusters Score -3.819161e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138756 members 
Mstep: Class 2 contains 199045 members 
Entering Unmasked Estep 
Score: -38196144.000000 Penalty: 6314.185059
	Iteration 6Q: 3 clusters Score -3.819614e+07 nChanged 15982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123352 members 
Mstep: Class 2 contains 214449 members 
Entering Unmasked Estep 
Score: -38203756.000000 Penalty: 6314.185059
	Iteration 7Q: 3 clusters Score -3.820376e+07 nChanged 21865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101661 members 
Mstep: Class 2 contains 236140 members 
Entering Unmasked Estep 
Score: -38216912.000000 Penalty: 6314.185059
	Iteration 8F: 3 clusters Score -3.821691e+07 nChanged 27660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74071 members 
Mstep: Class 2 contains 263730 members 
Entering Unmasked Estep 
Score: -38234736.000000 Penalty: 6314.185059
	Iteration 9F: 3 clusters Score -3.823474e+07 nChanged 28265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 291937 members 
Entering Unmasked Estep 
Score: -38253516.000000 Penalty: 6314.185059
	Iteration 10F: 3 clusters Score -3.825352e+07 nChanged 21591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 313510 members 
Entering Unmasked Estep 
Score: -38266792.000000 Penalty: 6314.185059
	Iteration 11F: 3 clusters Score -3.826679e+07 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 326128 members 
Entering Unmasked Estep 
Score: -38271216.000000 Penalty: 6314.185059
	Iteration 12Q: 3 clusters Score -3.827122e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 332134 members 
Entering Unmasked Estep 
Score: -38272868.000000 Penalty: 6314.185059
	Iteration 13Q: 3 clusters Score -3.827287e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 334830 members 
Entering Unmasked Estep 
Score: -38273344.000000 Penalty: 6314.185059
	Iteration 14Q: 3 clusters Score -3.827334e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 336046 members 
Entering Unmasked Estep 
Score: -38273628.000000 Penalty: 6314.185059
	Iteration 15Q: 3 clusters Score -3.827363e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 336581 members 
Entering Unmasked Estep 
Score: -38273768.000000 Penalty: 6314.185059
	Iteration 16Q: 3 clusters Score -3.827377e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 336827 members 
Entering Unmasked Estep 
Score: -38273880.000000 Penalty: 6314.185059
	Iteration 17Q: 3 clusters Score -3.827388e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 336961 members 
Entering Unmasked Estep 
Score: -38273976.000000 Penalty: 6314.185059
	Iteration 18Q: 3 clusters Score -3.827398e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 337043 members 
Entering Unmasked Estep 
Score: -38273988.000000 Penalty: 6314.185059
	Iteration 19Q: 3 clusters Score -3.827399e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 337098 members 
Entering Unmasked Estep 
Score: -38274040.000000 Penalty: 6314.185059
	Iteration 20F: 3 clusters Score -3.827404e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 337128 members 
Entering Unmasked Estep 
Score: -38274036.000000 Penalty: 6314.185059
	Iteration 21Q: 3 clusters Score -3.827404e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 337150 members 
Entering Unmasked Estep 
Score: -38274064.000000 Penalty: 6314.185059
	Iteration 22Q: 3 clusters Score -3.827406e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 337175 members 
Entering Unmasked Estep 
Score: -38274064.000000 Penalty: 6314.185059
	Iteration 23Q: 3 clusters Score -3.827406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 337197 members 
Entering Unmasked Estep 
Score: -38274124.000000 Penalty: 6314.185059
	Iteration 24Q: 3 clusters Score -3.827412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 337209 members 
Entering Unmasked Estep 
Score: -38274108.000000 Penalty: 6314.185059
	Iteration 25Q: 3 clusters Score -3.827411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 337214 members 
Entering Unmasked Estep 
Score: -38274128.000000 Penalty: 6314.185059
	Iteration 26Q: 3 clusters Score -3.827413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 337223 members 
Entering Unmasked Estep 
Score: -38274124.000000 Penalty: 6314.185059
	Iteration 27Q: 3 clusters Score -3.827412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 337229 members 
Entering Unmasked Estep 
Score: -38274136.000000 Penalty: 6314.185059
	Iteration 28Q: 3 clusters Score -3.827414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 337236 members 
Entering Unmasked Estep 
Score: -38274104.000000 Penalty: 6314.185059
	Iteration 29Q: 3 clusters Score -3.82741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 337239 members 
Entering Unmasked Estep 
Score: -38274096.000000 Penalty: 6314.185059
	Iteration 30Q: 3 clusters Score -3.82741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 337244 members 
Entering Unmasked Estep 
Score: -38274104.000000 Penalty: 6314.185059
	Iteration 31Q: 3 clusters Score -3.82741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 337250 members 
Entering Unmasked Estep 
Score: -38274100.000000 Penalty: 6314.185059
	Iteration 32Q: 3 clusters Score -3.82741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 337256 members 
Entering Unmasked Estep 
Score: -38274116.000000 Penalty: 6314.185059
	Iteration 33Q: 3 clusters Score -3.827412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 337260 members 
Entering Unmasked Estep 
Score: -38274104.000000 Penalty: 6314.185059
	Iteration 34Q: 3 clusters Score -3.82741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 337264 members 
Entering Unmasked Estep 
Score: -38274104.000000 Penalty: 6314.185059
	Iteration 35Q: 3 clusters Score -3.82741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 337266 members 
Entering Unmasked Estep 
Score: -38274104.000000 Penalty: 6314.185059
	Iteration 36Q: 3 clusters Score -3.82741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 337266 members 
Entering Unmasked Estep 
Score: -38274120.000000 Penalty: 6314.185059
	Iteration 37Q: 3 clusters Score -3.827412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 337268 members 
Entering Unmasked Estep 
Score: -38274124.000000 Penalty: 6314.185059
	Iteration 38Q: 3 clusters Score -3.827412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 337270 members 
Entering Unmasked Estep 
Score: -38274116.000000 Penalty: 6314.185059
	Iteration 39Q: 3 clusters Score -3.827412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 337273 members 
Entering Unmasked Estep 
Score: -38274132.000000 Penalty: 6314.185059
	Iteration 40F: 3 clusters Score -3.827413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 337275 members 
Entering Unmasked Estep 
Score: -38274124.000000 Penalty: 6314.185059
	Iteration 41Q: 3 clusters Score -3.827412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 337273 members 
Entering Unmasked Estep 
Score: -38274148.000000 Penalty: 6314.185059
	Iteration 42Q: 3 clusters Score -3.827415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 337273 members 
Entering Unmasked Estep 
Score: -38274148.000000 Penalty: 6314.185059
	Iteration 43F: 3 clusters Score -3.827415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -132812.531250 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -132812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -130707.921875 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -130707.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -131014.992188 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -131015 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -131094.312500 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -131094.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -131139.781250 Penalty: 3512.527344
	Iteration 3Q: 3 clusters Score -131139.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -131161.968750 Penalty: 3512.527344
	Iteration 4Q: 3 clusters Score -131162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -131176.656250 Penalty: 3512.527344
	Iteration 5Q: 3 clusters Score -131176.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -131191.453125 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -131191.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -131201.281250 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -131201.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -131214.781250 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -131214.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -131223.437500 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -131223.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -131233.218750 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -131233.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -131241.609375 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -131241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -131246.500000 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -131246.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -131252.390625 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -131252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -131258.328125 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -131258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -131260.421875 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -131260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -131262.546875 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -131262.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -131265.703125 Penalty: 3512.527344
	Iteration 17Q: 3 clusters Score -131265.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -131270.718750 Penalty: 3512.527344
	Iteration 18Q: 3 clusters Score -131270.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -131274.187500 Penalty: 3512.527344
	Iteration 19Q: 3 clusters Score -131274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -131275.234375 Penalty: 3512.527344
	Iteration 20F: 3 clusters Score -131275.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Entering Unmasked Estep 
Score: -4661779.000000 Penalty: 2638.258057
	Iteration 0F: 2 clusters Score -4661779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4633511.500000 Penalty: 5276.516113
	Iteration 0F: 3 clusters Score -4633512 nChanged 19084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -4643847.500000 Penalty: 5276.516113
	Iteration 1F: 3 clusters Score -4643848 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -4644286.000000 Penalty: 5276.516113
	Iteration 2Q: 3 clusters Score -4644286 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4644745.500000 Penalty: 5276.516113
	Iteration 3Q: 3 clusters Score -4644746 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -4645240.500000 Penalty: 5276.516113
	Iteration 4Q: 3 clusters Score -4645240 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4645823.500000 Penalty: 5276.516113
	Iteration 5Q: 3 clusters Score -4645824 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -4646584.000000 Penalty: 5276.516113
	Iteration 6Q: 3 clusters Score -4646584 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -4647527.500000 Penalty: 5276.516113
	Iteration 7F: 3 clusters Score -4647528 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -4648765.500000 Penalty: 5276.516113
	Iteration 8F: 3 clusters Score -4648766 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -4650407.500000 Penalty: 5276.516113
	Iteration 9F: 3 clusters Score -4650408 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4652418.500000 Penalty: 5276.516113
	Iteration 10F: 3 clusters Score -4652418 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -4654602.000000 Penalty: 5276.516113
	Iteration 11F: 3 clusters Score -4654602 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -4656625.000000 Penalty: 5276.516113
	Iteration 12F: 3 clusters Score -4656625 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -4658061.500000 Penalty: 5276.516113
	Iteration 13Q: 3 clusters Score -4658062 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -4658900.000000 Penalty: 5276.516113
	Iteration 14Q: 3 clusters Score -4658900 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -4659257.500000 Penalty: 5276.516113
	Iteration 15Q: 3 clusters Score -4659258 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -4659424.000000 Penalty: 5276.516113
	Iteration 16Q: 3 clusters Score -4659424 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -4659515.000000 Penalty: 5276.516113
	Iteration 17Q: 3 clusters Score -4659515 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -4659566.000000 Penalty: 5276.516113
	Iteration 18Q: 3 clusters Score -4659566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -4659601.500000 Penalty: 5276.516113
	Iteration 19Q: 3 clusters Score -4659602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -4659617.000000 Penalty: 5276.516113
	Iteration 20F: 3 clusters Score -4659617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -4659632.500000 Penalty: 5276.516113
	Iteration 21Q: 3 clusters Score -4659632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -4659636.000000 Penalty: 5276.516113
	Iteration 22Q: 3 clusters Score -4659636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -4659645.500000 Penalty: 5276.516113
	Iteration 23Q: 3 clusters Score -4659646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -4659649.000000 Penalty: 5276.516113
	Iteration 24Q: 3 clusters Score -4659649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -4659648.500000 Penalty: 5276.516113
	Iteration 25Q: 3 clusters Score -4659648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -4659652.500000 Penalty: 5276.516113
	Iteration 26Q: 3 clusters Score -4659652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -4659659.000000 Penalty: 5276.516113
	Iteration 27Q: 3 clusters Score -4659659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -4659659.000000 Penalty: 5276.516113
	Iteration 28F: 3 clusters Score -4659659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Entering Unmasked Estep 
Score: -3814257.750000 Penalty: 2581.972168
	Iteration 0F: 2 clusters Score -3814258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3791580.750000 Penalty: 5163.944336
	Iteration 0F: 3 clusters Score -3791581 nChanged 15115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3799857.500000 Penalty: 5163.944336
	Iteration 1F: 3 clusters Score -3799858 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -3800374.500000 Penalty: 5163.944336
	Iteration 2Q: 3 clusters Score -3800374 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -3800915.250000 Penalty: 5163.944336
	Iteration 3Q: 3 clusters Score -3800915 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -3801485.750000 Penalty: 5163.944336
	Iteration 4Q: 3 clusters Score -3801486 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3802154.500000 Penalty: 5163.944336
	Iteration 5Q: 3 clusters Score -3802154 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -3803040.250000 Penalty: 5163.944336
	Iteration 6Q: 3 clusters Score -3803040 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3804273.500000 Penalty: 5163.944336
	Iteration 7F: 3 clusters Score -3804274 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3805908.500000 Penalty: 5163.944336
	Iteration 8F: 3 clusters Score -3805908 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3807637.750000 Penalty: 5163.944336
	Iteration 9F: 3 clusters Score -3807638 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3809111.750000 Penalty: 5163.944336
	Iteration 10Q: 3 clusters Score -3809112 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -3810230.500000 Penalty: 5163.944336
	Iteration 11Q: 3 clusters Score -3810230 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -3810865.250000 Penalty: 5163.944336
	Iteration 12Q: 3 clusters Score -3810865 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -3811225.500000 Penalty: 5163.944336
	Iteration 13Q: 3 clusters Score -3811226 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -3811422.000000 Penalty: 5163.944336
	Iteration 14Q: 3 clusters Score -3811422 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -3811537.250000 Penalty: 5163.944336
	Iteration 15Q: 3 clusters Score -3811537 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -3811609.250000 Penalty: 5163.944336
	Iteration 16Q: 3 clusters Score -3811609 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -3811673.750000 Penalty: 5163.944336
	Iteration 17Q: 3 clusters Score -3811674 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -3811720.250000 Penalty: 5163.944336
	Iteration 18Q: 3 clusters Score -3811720 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -3811770.250000 Penalty: 5163.944336
	Iteration 19Q: 3 clusters Score -3811770 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -3811797.000000 Penalty: 5163.944336
	Iteration 20F: 3 clusters Score -3811797 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -3811823.750000 Penalty: 5163.944336
	Iteration 21Q: 3 clusters Score -3811824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -3811853.750000 Penalty: 5163.944336
	Iteration 22Q: 3 clusters Score -3811854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -3811872.500000 Penalty: 5163.944336
	Iteration 23Q: 3 clusters Score -3811872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -3811906.250000 Penalty: 5163.944336
	Iteration 24Q: 3 clusters Score -3811906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -3811932.000000 Penalty: 5163.944336
	Iteration 25Q: 3 clusters Score -3811932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -3811943.500000 Penalty: 5163.944336
	Iteration 26Q: 3 clusters Score -3811944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3811944.750000 Penalty: 5163.944336
	Iteration 27Q: 3 clusters Score -3811945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -3811955.750000 Penalty: 5163.944336
	Iteration 28Q: 3 clusters Score -3811956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -3811961.500000 Penalty: 5163.944336
	Iteration 29Q: 3 clusters Score -3811962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -3811971.500000 Penalty: 5163.944336
	Iteration 30Q: 3 clusters Score -3811972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -3811985.750000 Penalty: 5163.944336
	Iteration 31Q: 3 clusters Score -3811986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -3812001.750000 Penalty: 5163.944336
	Iteration 32Q: 3 clusters Score -3812002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -3812002.750000 Penalty: 5163.944336
	Iteration 33Q: 3 clusters Score -3812003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -3812002.500000 Penalty: 5163.944336
	Iteration 34Q: 3 clusters Score -3812002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -3812006.500000 Penalty: 5163.944336
	Iteration 35Q: 3 clusters Score -3812006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -3812017.500000 Penalty: 5163.944336
	Iteration 36Q: 3 clusters Score -3812018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -3812020.500000 Penalty: 5163.944336
	Iteration 37Q: 3 clusters Score -3812020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -3812027.000000 Penalty: 5163.944336
	Iteration 38Q: 3 clusters Score -3812027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -3812033.750000 Penalty: 5163.944336
	Iteration 39Q: 3 clusters Score -3812034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -3812036.250000 Penalty: 5163.944336
	Iteration 40F: 3 clusters Score -3812036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -3812041.750000 Penalty: 5163.944336
	Iteration 41Q: 3 clusters Score -3812042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -3812046.750000 Penalty: 5163.944336
	Iteration 42Q: 3 clusters Score -3812047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -3812046.250000 Penalty: 5163.944336
	Iteration 43Q: 3 clusters Score -3812046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -3812050.750000 Penalty: 5163.944336
	Iteration 44Q: 3 clusters Score -3812051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -3812055.250000 Penalty: 5163.944336
	Iteration 45Q: 3 clusters Score -3812055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -3812061.000000 Penalty: 5163.944336
	Iteration 46Q: 3 clusters Score -3812061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -3812065.000000 Penalty: 5163.944336
	Iteration 47Q: 3 clusters Score -3812065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -3812072.250000 Penalty: 5163.944336
	Iteration 48Q: 3 clusters Score -3812072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -3812074.000000 Penalty: 5163.944336
	Iteration 49Q: 3 clusters Score -3812074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -3812072.500000 Penalty: 5163.944336
	Iteration 50Q: 3 clusters Score -3812072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -3812076.000000 Penalty: 5163.944336
	Iteration 51Q: 3 clusters Score -3812076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -3812072.750000 Penalty: 5163.944336
	Iteration 52Q: 3 clusters Score -3812073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -3812083.500000 Penalty: 5163.944336
	Iteration 53Q: 3 clusters Score -3812084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -3812087.250000 Penalty: 5163.944336
	Iteration 54Q: 3 clusters Score -3812087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -3812087.000000 Penalty: 5163.944336
	Iteration 55Q: 3 clusters Score -3812087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -3812090.250000 Penalty: 5163.944336
	Iteration 56Q: 3 clusters Score -3812090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -3812089.250000 Penalty: 5163.944336
	Iteration 57Q: 3 clusters Score -3812089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -3812100.250000 Penalty: 5163.944336
	Iteration 58Q: 3 clusters Score -3812100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -3812101.000000 Penalty: 5163.944336
	Iteration 59Q: 3 clusters Score -3812101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -3812105.750000 Penalty: 5163.944336
	Iteration 60F: 3 clusters Score -3812106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -3812106.500000 Penalty: 5163.944336
	Iteration 61Q: 3 clusters Score -3812106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -3812105.000000 Penalty: 5163.944336
	Iteration 62Q: 3 clusters Score -3812105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -3812105.000000 Penalty: 5163.944336
	Iteration 63Q: 3 clusters Score -3812105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -3812106.750000 Penalty: 5163.944336
	Iteration 64Q: 3 clusters Score -3812107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -3812107.750000 Penalty: 5163.944336
	Iteration 65Q: 3 clusters Score -3812108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -3812106.750000 Penalty: 5163.944336
	Iteration 66Q: 3 clusters Score -3812107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -3812113.750000 Penalty: 5163.944336
	Iteration 67Q: 3 clusters Score -3812114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -3812115.750000 Penalty: 5163.944336
	Iteration 68Q: 3 clusters Score -3812116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -3812113.000000 Penalty: 5163.944336
	Iteration 69Q: 3 clusters Score -3812113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -3812114.750000 Penalty: 5163.944336
	Iteration 70Q: 3 clusters Score -3812115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -3812118.500000 Penalty: 5163.944336
	Iteration 71Q: 3 clusters Score -3812118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -3812119.500000 Penalty: 5163.944336
	Iteration 72Q: 3 clusters Score -3812120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -3812124.000000 Penalty: 5163.944336
	Iteration 73Q: 3 clusters Score -3812124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3812123.750000 Penalty: 5163.944336
	Iteration 74Q: 3 clusters Score -3812124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -3812122.000000 Penalty: 5163.944336
	Iteration 75Q: 3 clusters Score -3812122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -3812125.750000 Penalty: 5163.944336
	Iteration 76Q: 3 clusters Score -3812126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -3812131.250000 Penalty: 5163.944336
	Iteration 77Q: 3 clusters Score -3812131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -3812132.250000 Penalty: 5163.944336
	Iteration 78Q: 3 clusters Score -3812132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -3812132.250000 Penalty: 5163.944336
	Iteration 79F: 3 clusters Score -3812132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Entering Unmasked Estep 
Score: -6247886.000000 Penalty: 2705.549072
	Iteration 0F: 2 clusters Score -6247886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -6211000.500000 Penalty: 5411.098145
	Iteration 0F: 3 clusters Score -6211000 nChanged 25478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -6225092.000000 Penalty: 5411.098145
	Iteration 1F: 3 clusters Score -6225092 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -6225803.500000 Penalty: 5411.098145
	Iteration 2Q: 3 clusters Score -6225804 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -6226649.000000 Penalty: 5411.098145
	Iteration 3Q: 3 clusters Score -6226649 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -6227763.500000 Penalty: 5411.098145
	Iteration 4Q: 3 clusters Score -6227764 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -6229546.500000 Penalty: 5411.098145
	Iteration 5F: 3 clusters Score -6229546 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -6232336.000000 Penalty: 5411.098145
	Iteration 6F: 3 clusters Score -6232336 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -6235881.500000 Penalty: 5411.098145
	Iteration 7F: 3 clusters Score -6235882 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -6239325.500000 Penalty: 5411.098145
	Iteration 8F: 3 clusters Score -6239326 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -6242139.500000 Penalty: 5411.098145
	Iteration 9F: 3 clusters Score -6242140 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -6244085.000000 Penalty: 5411.098145
	Iteration 10Q: 3 clusters Score -6244085 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6245102.500000 Penalty: 5411.098145
	Iteration 11Q: 3 clusters Score -6245102 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6245510.000000 Penalty: 5411.098145
	Iteration 12Q: 3 clusters Score -6245510 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6245668.000000 Penalty: 5411.098145
	Iteration 13Q: 3 clusters Score -6245668 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6245744.000000 Penalty: 5411.098145
	Iteration 14Q: 3 clusters Score -6245744 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6245779.000000 Penalty: 5411.098145
	Iteration 15Q: 3 clusters Score -6245779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6245797.000000 Penalty: 5411.098145
	Iteration 16Q: 3 clusters Score -6245797 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6245823.000000 Penalty: 5411.098145
	Iteration 17Q: 3 clusters Score -6245823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6245845.500000 Penalty: 5411.098145
	Iteration 18Q: 3 clusters Score -6245846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6245848.000000 Penalty: 5411.098145
	Iteration 19Q: 3 clusters Score -6245848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6245854.500000 Penalty: 5411.098145
	Iteration 20F: 3 clusters Score -6245854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6245858.500000 Penalty: 5411.098145
	Iteration 21Q: 3 clusters Score -6245858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6245878.000000 Penalty: 5411.098145
	Iteration 22Q: 3 clusters Score -6245878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6245881.000000 Penalty: 5411.098145
	Iteration 23Q: 3 clusters Score -6245881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6245884.000000 Penalty: 5411.098145
	Iteration 24Q: 3 clusters Score -6245884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6245888.000000 Penalty: 5411.098145
	Iteration 25Q: 3 clusters Score -6245888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6245891.500000 Penalty: 5411.098145
	Iteration 26Q: 3 clusters Score -6245892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6245893.500000 Penalty: 5411.098145
	Iteration 27Q: 3 clusters Score -6245894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6245893.000000 Penalty: 5411.098145
	Iteration 28Q: 3 clusters Score -6245893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6245893.000000 Penalty: 5411.098145
	Iteration 29Q: 3 clusters Score -6245893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6245900.500000 Penalty: 5411.098145
	Iteration 30Q: 3 clusters Score -6245900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6245900.500000 Penalty: 5411.098145
	Iteration 31Q: 3 clusters Score -6245900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6245907.500000 Penalty: 5411.098145
	Iteration 32Q: 3 clusters Score -6245908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6245904.500000 Penalty: 5411.098145
	Iteration 33Q: 3 clusters Score -6245904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6245904.500000 Penalty: 5411.098145
	Iteration 34F: 3 clusters Score -6245904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -120024.820312 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -120024.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -118011.164062 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -118011.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -118763.609375 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -118763.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -119489.273438 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -119489.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -119996.953125 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -119997 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -120328.578125 Penalty: 3543.234375
	Iteration 4F: 3 clusters Score -120328.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -120718.695312 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -120718.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -120922.257812 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -120922.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -121025.460938 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -121025.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -121207.304688 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -121207.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -121256.445312 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -121256.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -121287.703125 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -121287.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -121327.773438 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -121327.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -121380.593750 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -121380.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -121421.914062 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -121421.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -121441.632812 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -121441.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -121477.734375 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -121477.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -121505.515625 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -121505.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -121521.031250 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -121521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -121531.093750 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -121531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -121533.351562 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -121533.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -121533.351562 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -121533.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337801 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41695 members 
Mstep: Class 4 contains 33229 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47881 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16648 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43502 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 722 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4977 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
Score: -70751456.000000 Penalty: 69567.734375
Splitting cluster 6 changes total score from -70751528.000000 to -70751456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -82621.039062 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -82621.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80878.617188 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -80878.62 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81140.796875 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -81140.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81213.195312 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -81213.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81231.953125 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -81231.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81240.632812 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -81240.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81244.890625 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -81244.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81249.625000 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -81249.62 nChanged 5
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: -81256.742188 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -81256.74 nChanged 4
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: -81265.367188 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -81265.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81277.031250 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -81277.03 nChanged 10
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: -81289.335938 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -81289.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81295.960938 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -81295.96 nChanged 3
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: -81301.031250 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -81301.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81313.656250 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -81313.66 nChanged 10
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: -81344.242188 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -81344.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81366.296875 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -81366.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81401.007812 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -81401.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81454.531250 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -81454.53 nChanged 15
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: -81491.945312 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -81491.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81517.304688 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -81517.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81531.031250 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -81531.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81547.382812 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -81547.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81556.726562 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -81556.73 nChanged 6
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: -81573.648438 Penalty: 3306.179199
	Iteration 23Q: 3 clusters Score -81573.65 nChanged 8
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: -81588.867188 Penalty: 3306.179199
	Iteration 24Q: 3 clusters Score -81588.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81617.960938 Penalty: 3306.179199
	Iteration 25Q: 3 clusters Score -81617.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81670.257812 Penalty: 3306.179199
	Iteration 26Q: 3 clusters Score -81670.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81717.468750 Penalty: 3306.179199
	Iteration 27Q: 3 clusters Score -81717.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81747.296875 Penalty: 3306.179199
	Iteration 28Q: 3 clusters Score -81747.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81765.984375 Penalty: 3306.179199
	Iteration 29Q: 3 clusters Score -81765.98 nChanged 9
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: -81783.148438 Penalty: 3306.179199
	Iteration 30Q: 3 clusters Score -81783.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81801.914062 Penalty: 3306.179199
	Iteration 31Q: 3 clusters Score -81801.91 nChanged 10
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: -81834.593750 Penalty: 3306.179199
	Iteration 32Q: 3 clusters Score -81834.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81871.117188 Penalty: 3306.179199
	Iteration 33Q: 3 clusters Score -81871.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81926.343750 Penalty: 3306.179199
	Iteration 34Q: 3 clusters Score -81926.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81961.718750 Penalty: 3306.179199
	Iteration 35Q: 3 clusters Score -81961.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81997.070312 Penalty: 3306.179199
	Iteration 36Q: 3 clusters Score -81997.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82062.835938 Penalty: 3306.179199
	Iteration 37Q: 3 clusters Score -82062.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82125.664062 Penalty: 3306.179199
	Iteration 38Q: 3 clusters Score -82125.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82133.710938 Penalty: 3306.179199
	Iteration 39Q: 3 clusters Score -82133.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82133.710938 Penalty: 3306.179199
	Iteration 40F: 3 clusters Score -82133.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Entering Unmasked Estep 
Score: -5494610.500000 Penalty: 2672.565430
	Iteration 0F: 2 clusters Score -5494610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -5462158.000000 Penalty: 5345.130859
	Iteration 0F: 3 clusters Score -5462158 nChanged 22099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -5474436.000000 Penalty: 5345.130859
	Iteration 1F: 3 clusters Score -5474436 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -5475048.500000 Penalty: 5345.130859
	Iteration 2Q: 3 clusters Score -5475048 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5475714.500000 Penalty: 5345.130859
	Iteration 3Q: 3 clusters Score -5475714 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -5476547.000000 Penalty: 5345.130859
	Iteration 4Q: 3 clusters Score -5476547 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -5477695.000000 Penalty: 5345.130859
	Iteration 5Q: 3 clusters Score -5477695 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -5479336.000000 Penalty: 5345.130859
	Iteration 6F: 3 clusters Score -5479336 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -5481730.500000 Penalty: 5345.130859
	Iteration 7F: 3 clusters Score -5481730 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -5484571.000000 Penalty: 5345.130859
	Iteration 8F: 3 clusters Score -5484571 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -5487211.000000 Penalty: 5345.130859
	Iteration 9F: 3 clusters Score -5487211 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -5488951.500000 Penalty: 5345.130859
	Iteration 10Q: 3 clusters Score -5488952 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -5489779.500000 Penalty: 5345.130859
	Iteration 11Q: 3 clusters Score -5489780 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -5490174.500000 Penalty: 5345.130859
	Iteration 12Q: 3 clusters Score -5490174 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -5490462.000000 Penalty: 5345.130859
	Iteration 13Q: 3 clusters Score -5490462 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -5490764.000000 Penalty: 5345.130859
	Iteration 14Q: 3 clusters Score -5490764 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -5490980.000000 Penalty: 5345.130859
	Iteration 15Q: 3 clusters Score -5490980 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -5491182.500000 Penalty: 5345.130859
	Iteration 16Q: 3 clusters Score -5491182 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -5491354.500000 Penalty: 5345.130859
	Iteration 17Q: 3 clusters Score -5491354 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -5491502.500000 Penalty: 5345.130859
	Iteration 18Q: 3 clusters Score -5491502 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -5491636.000000 Penalty: 5345.130859
	Iteration 19Q: 3 clusters Score -5491636 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -5491723.000000 Penalty: 5345.130859
	Iteration 20F: 3 clusters Score -5491723 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -5491812.500000 Penalty: 5345.130859
	Iteration 21Q: 3 clusters Score -5491812 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -5491903.000000 Penalty: 5345.130859
	Iteration 22Q: 3 clusters Score -5491903 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -5491957.500000 Penalty: 5345.130859
	Iteration 23Q: 3 clusters Score -5491958 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5492008.500000 Penalty: 5345.130859
	Iteration 24Q: 3 clusters Score -5492008 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5492055.000000 Penalty: 5345.130859
	Iteration 25Q: 3 clusters Score -5492055 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5492105.500000 Penalty: 5345.130859
	Iteration 26Q: 3 clusters Score -5492106 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5492148.500000 Penalty: 5345.130859
	Iteration 27Q: 3 clusters Score -5492148 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5492183.500000 Penalty: 5345.130859
	Iteration 28Q: 3 clusters Score -5492184 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5492203.000000 Penalty: 5345.130859
	Iteration 29Q: 3 clusters Score -5492203 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5492223.500000 Penalty: 5345.130859
	Iteration 30Q: 3 clusters Score -5492224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5492239.500000 Penalty: 5345.130859
	Iteration 31Q: 3 clusters Score -5492240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5492243.500000 Penalty: 5345.130859
	Iteration 32Q: 3 clusters Score -5492244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5492269.500000 Penalty: 5345.130859
	Iteration 33Q: 3 clusters Score -5492270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5492281.000000 Penalty: 5345.130859
	Iteration 34Q: 3 clusters Score -5492281 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5492293.500000 Penalty: 5345.130859
	Iteration 35Q: 3 clusters Score -5492294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5492306.500000 Penalty: 5345.130859
	Iteration 36Q: 3 clusters Score -5492306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5492307.500000 Penalty: 5345.130859
	Iteration 37Q: 3 clusters Score -5492308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5492321.000000 Penalty: 5345.130859
	Iteration 38Q: 3 clusters Score -5492321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5492333.500000 Penalty: 5345.130859
	Iteration 39Q: 3 clusters Score -5492334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5492344.500000 Penalty: 5345.130859
	Iteration 40F: 3 clusters Score -5492344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5492369.500000 Penalty: 5345.130859
	Iteration 41Q: 3 clusters Score -5492370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5492378.500000 Penalty: 5345.130859
	Iteration 42Q: 3 clusters Score -5492378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5492391.000000 Penalty: 5345.130859
	Iteration 43Q: 3 clusters Score -5492391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5492399.000000 Penalty: 5345.130859
	Iteration 44Q: 3 clusters Score -5492399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5492400.000000 Penalty: 5345.130859
	Iteration 45Q: 3 clusters Score -5492400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5492400.500000 Penalty: 5345.130859
	Iteration 46Q: 3 clusters Score -5492400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5492410.500000 Penalty: 5345.130859
	Iteration 47Q: 3 clusters Score -5492410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5492411.500000 Penalty: 5345.130859
	Iteration 48Q: 3 clusters Score -5492412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5492414.000000 Penalty: 5345.130859
	Iteration 49Q: 3 clusters Score -5492414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5492411.000000 Penalty: 5345.130859
	Iteration 50Q: 3 clusters Score -5492411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5492410.000000 Penalty: 5345.130859
	Iteration 51Q: 3 clusters Score -5492410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5492412.500000 Penalty: 5345.130859
	Iteration 52Q: 3 clusters Score -5492412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5492415.500000 Penalty: 5345.130859
	Iteration 53Q: 3 clusters Score -5492416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5492420.000000 Penalty: 5345.130859
	Iteration 54Q: 3 clusters Score -5492420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5492430.000000 Penalty: 5345.130859
	Iteration 55Q: 3 clusters Score -5492430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5492429.500000 Penalty: 5345.130859
	Iteration 56Q: 3 clusters Score -5492430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5492427.000000 Penalty: 5345.130859
	Iteration 57Q: 3 clusters Score -5492427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5492436.000000 Penalty: 5345.130859
	Iteration 58Q: 3 clusters Score -5492436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5492439.500000 Penalty: 5345.130859
	Iteration 59Q: 3 clusters Score -5492440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5492439.000000 Penalty: 5345.130859
	Iteration 60F: 3 clusters Score -5492439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5492449.500000 Penalty: 5345.130859
	Iteration 61Q: 3 clusters Score -5492450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5492451.500000 Penalty: 5345.130859
	Iteration 62Q: 3 clusters Score -5492452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5492458.000000 Penalty: 5345.130859
	Iteration 63Q: 3 clusters Score -5492458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5492454.500000 Penalty: 5345.130859
	Iteration 64Q: 3 clusters Score -5492454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5492456.000000 Penalty: 5345.130859
	Iteration 65Q: 3 clusters Score -5492456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5492463.000000 Penalty: 5345.130859
	Iteration 66Q: 3 clusters Score -5492463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5492468.000000 Penalty: 5345.130859
	Iteration 67Q: 3 clusters Score -5492468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5492463.000000 Penalty: 5345.130859
	Iteration 68Q: 3 clusters Score -5492463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5492466.000000 Penalty: 5345.130859
	Iteration 69Q: 3 clusters Score -5492466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5492468.000000 Penalty: 5345.130859
	Iteration 70Q: 3 clusters Score -5492468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5492469.000000 Penalty: 5345.130859
	Iteration 71Q: 3 clusters Score -5492469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5492470.500000 Penalty: 5345.130859
	Iteration 72Q: 3 clusters Score -5492470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5492475.000000 Penalty: 5345.130859
	Iteration 73Q: 3 clusters Score -5492475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5492468.000000 Penalty: 5345.130859
	Iteration 74Q: 3 clusters Score -5492468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5492465.000000 Penalty: 5345.130859
	Iteration 75Q: 3 clusters Score -5492465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5492467.000000 Penalty: 5345.130859
	Iteration 76Q: 3 clusters Score -5492467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5492464.000000 Penalty: 5345.130859
	Iteration 77Q: 3 clusters Score -5492464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5492469.500000 Penalty: 5345.130859
	Iteration 78Q: 3 clusters Score -5492470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5492466.000000 Penalty: 5345.130859
	Iteration 79Q: 3 clusters Score -5492466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5492466.000000 Penalty: 5345.130859
	Iteration 80F: 3 clusters Score -5492466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -128077.835938 Penalty: 1784.220337
	Iteration 0F: 2 clusters Score -128077.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -125948.664062 Penalty: 3568.440674
	Iteration 0F: 3 clusters Score -125948.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -126581.984375 Penalty: 3568.440674
	Iteration 1F: 3 clusters Score -126582 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -127044.414062 Penalty: 3568.440674
	Iteration 2F: 3 clusters Score -127044.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -127595.906250 Penalty: 3568.440674
	Iteration 3F: 3 clusters Score -127595.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -128099.218750 Penalty: 3568.440674
	Iteration 4F: 3 clusters Score -128099.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -128463.468750 Penalty: 3568.440674
	Iteration 5F: 3 clusters Score -128463.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -128659.953125 Penalty: 3568.440674
	Iteration 6Q: 3 clusters Score -128660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -128794.335938 Penalty: 3568.440674
	Iteration 7Q: 3 clusters Score -128794.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -129001.242188 Penalty: 3568.440674
	Iteration 8Q: 3 clusters Score -129001.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -129159.656250 Penalty: 3568.440674
	Iteration 9Q: 3 clusters Score -129159.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -129230.687500 Penalty: 3568.440674
	Iteration 10Q: 3 clusters Score -129230.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -129244.781250 Penalty: 3568.440674
	Iteration 11Q: 3 clusters Score -129244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -129247.468750 Penalty: 3568.440674
	Iteration 12Q: 3 clusters Score -129247.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -129249.867188 Penalty: 3568.440674
	Iteration 13Q: 3 clusters Score -129249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -129252.625000 Penalty: 3568.440674
	Iteration 14Q: 3 clusters Score -129252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -129257.632812 Penalty: 3568.440674
	Iteration 15Q: 3 clusters Score -129257.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -129259.562500 Penalty: 3568.440674
	Iteration 16Q: 3 clusters Score -129259.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -129261.875000 Penalty: 3568.440674
	Iteration 17Q: 3 clusters Score -129261.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -129262.773438 Penalty: 3568.440674
	Iteration 18F: 3 clusters Score -129262.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -129271.437500 Penalty: 3568.440674
	Iteration 19Q: 3 clusters Score -129271.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -129272.195312 Penalty: 3568.440674
	Iteration 20F: 3 clusters Score -129272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337801 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41695 members 
Mstep: Class 4 contains 33229 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47881 members 
Mstep: Class 9 contains 558 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16648 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43502 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4977 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
Score: -70751072.000000 Penalty: 69567.734375
Splitting cluster 9 changes total score from -70751528.000000 to -70751072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (19788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Entering Unmasked Estep 
Score: -2287703.250000 Penalty: 2453.422119
	Iteration 0F: 2 clusters Score -2287703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2273718.750000 Penalty: 4906.844238
	Iteration 0F: 3 clusters Score -2273719 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2278401.500000 Penalty: 4906.844238
	Iteration 1F: 3 clusters Score -2278402 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2278783.250000 Penalty: 4906.844238
	Iteration 2F: 3 clusters Score -2278783 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2279116.000000 Penalty: 4906.844238
	Iteration 3Q: 3 clusters Score -2279116 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2279414.250000 Penalty: 4906.844238
	Iteration 4Q: 3 clusters Score -2279414 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2279787.250000 Penalty: 4906.844238
	Iteration 5Q: 3 clusters Score -2279787 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2280171.750000 Penalty: 4906.844238
	Iteration 6Q: 3 clusters Score -2280172 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2280607.750000 Penalty: 4906.844238
	Iteration 7Q: 3 clusters Score -2280608 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2281100.000000 Penalty: 4906.844238
	Iteration 8Q: 3 clusters Score -2281100 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2281749.000000 Penalty: 4906.844238
	Iteration 9F: 3 clusters Score -2281749 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2282536.250000 Penalty: 4906.844238
	Iteration 10F: 3 clusters Score -2282536 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2283424.500000 Penalty: 4906.844238
	Iteration 11F: 3 clusters Score -2283424 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2284299.250000 Penalty: 4906.844238
	Iteration 12Q: 3 clusters Score -2284299 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2284845.750000 Penalty: 4906.844238
	Iteration 13Q: 3 clusters Score -2284846 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2285084.250000 Penalty: 4906.844238
	Iteration 14Q: 3 clusters Score -2285084 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2285219.750000 Penalty: 4906.844238
	Iteration 15Q: 3 clusters Score -2285220 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2285283.500000 Penalty: 4906.844238
	Iteration 16Q: 3 clusters Score -2285284 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2285329.500000 Penalty: 4906.844238
	Iteration 17Q: 3 clusters Score -2285330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2285366.750000 Penalty: 4906.844238
	Iteration 18Q: 3 clusters Score -2285367 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2285400.750000 Penalty: 4906.844238
	Iteration 19Q: 3 clusters Score -2285401 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2285431.250000 Penalty: 4906.844238
	Iteration 20F: 3 clusters Score -2285431 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2285454.500000 Penalty: 4906.844238
	Iteration 21Q: 3 clusters Score -2285454 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2285475.000000 Penalty: 4906.844238
	Iteration 22Q: 3 clusters Score -2285475 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2285491.750000 Penalty: 4906.844238
	Iteration 23Q: 3 clusters Score -2285492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2285508.000000 Penalty: 4906.844238
	Iteration 24Q: 3 clusters Score -2285508 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2285528.000000 Penalty: 4906.844238
	Iteration 25Q: 3 clusters Score -2285528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2285547.250000 Penalty: 4906.844238
	Iteration 26Q: 3 clusters Score -2285547 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2285563.250000 Penalty: 4906.844238
	Iteration 27Q: 3 clusters Score -2285563 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2285578.750000 Penalty: 4906.844238
	Iteration 28Q: 3 clusters Score -2285579 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2285603.500000 Penalty: 4906.844238
	Iteration 29Q: 3 clusters Score -2285604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2285619.000000 Penalty: 4906.844238
	Iteration 30Q: 3 clusters Score -2285619 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2285632.000000 Penalty: 4906.844238
	Iteration 31Q: 3 clusters Score -2285632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2285650.000000 Penalty: 4906.844238
	Iteration 32Q: 3 clusters Score -2285650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2285672.500000 Penalty: 4906.844238
	Iteration 33Q: 3 clusters Score -2285672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2285692.750000 Penalty: 4906.844238
	Iteration 34Q: 3 clusters Score -2285693 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2285721.000000 Penalty: 4906.844238
	Iteration 35Q: 3 clusters Score -2285721 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2285734.250000 Penalty: 4906.844238
	Iteration 36Q: 3 clusters Score -2285734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2285754.000000 Penalty: 4906.844238
	Iteration 37Q: 3 clusters Score -2285754 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2285769.750000 Penalty: 4906.844238
	Iteration 38Q: 3 clusters Score -2285770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2285792.000000 Penalty: 4906.844238
	Iteration 39Q: 3 clusters Score -2285792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2285803.750000 Penalty: 4906.844238
	Iteration 40F: 3 clusters Score -2285804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2285819.000000 Penalty: 4906.844238
	Iteration 41Q: 3 clusters Score -2285819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2285833.000000 Penalty: 4906.844238
	Iteration 42Q: 3 clusters Score -2285833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2285853.250000 Penalty: 4906.844238
	Iteration 43Q: 3 clusters Score -2285853 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2285866.250000 Penalty: 4906.844238
	Iteration 44Q: 3 clusters Score -2285866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2285874.750000 Penalty: 4906.844238
	Iteration 45Q: 3 clusters Score -2285875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2285889.250000 Penalty: 4906.844238
	Iteration 46Q: 3 clusters Score -2285889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2285896.750000 Penalty: 4906.844238
	Iteration 47Q: 3 clusters Score -2285897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2285902.250000 Penalty: 4906.844238
	Iteration 48Q: 3 clusters Score -2285902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2285904.750000 Penalty: 4906.844238
	Iteration 49Q: 3 clusters Score -2285905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2285919.500000 Penalty: 4906.844238
	Iteration 50Q: 3 clusters Score -2285920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2285927.500000 Penalty: 4906.844238
	Iteration 51Q: 3 clusters Score -2285928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2285934.750000 Penalty: 4906.844238
	Iteration 52Q: 3 clusters Score -2285935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2285938.750000 Penalty: 4906.844238
	Iteration 53Q: 3 clusters Score -2285939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2285938.750000 Penalty: 4906.844238
	Iteration 54Q: 3 clusters Score -2285939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2285944.750000 Penalty: 4906.844238
	Iteration 55Q: 3 clusters Score -2285945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2285950.500000 Penalty: 4906.844238
	Iteration 56Q: 3 clusters Score -2285950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2285952.750000 Penalty: 4906.844238
	Iteration 57Q: 3 clusters Score -2285953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2285961.000000 Penalty: 4906.844238
	Iteration 58Q: 3 clusters Score -2285961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2285957.000000 Penalty: 4906.844238
	Iteration 59Q: 3 clusters Score -2285957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2285966.750000 Penalty: 4906.844238
	Iteration 60F: 3 clusters Score -2285967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2285968.500000 Penalty: 4906.844238
	Iteration 61Q: 3 clusters Score -2285968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2285968.500000 Penalty: 4906.844238
	Iteration 62Q: 3 clusters Score -2285968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2285967.250000 Penalty: 4906.844238
	Iteration 63Q: 3 clusters Score -2285967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2285971.750000 Penalty: 4906.844238
	Iteration 64Q: 3 clusters Score -2285972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2285969.250000 Penalty: 4906.844238
	Iteration 65Q: 3 clusters Score -2285969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2285969.500000 Penalty: 4906.844238
	Iteration 66Q: 3 clusters Score -2285970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2285971.500000 Penalty: 4906.844238
	Iteration 67Q: 3 clusters Score -2285972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2285971.250000 Penalty: 4906.844238
	Iteration 68Q: 3 clusters Score -2285971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2285976.000000 Penalty: 4906.844238
	Iteration 69Q: 3 clusters Score -2285976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2285973.750000 Penalty: 4906.844238
	Iteration 70Q: 3 clusters Score -2285974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2285975.750000 Penalty: 4906.844238
	Iteration 71Q: 3 clusters Score -2285976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2285972.250000 Penalty: 4906.844238
	Iteration 72Q: 3 clusters Score -2285972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2285975.750000 Penalty: 4906.844238
	Iteration 73Q: 3 clusters Score -2285976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2285976.250000 Penalty: 4906.844238
	Iteration 74Q: 3 clusters Score -2285976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2285982.000000 Penalty: 4906.844238
	Iteration 75Q: 3 clusters Score -2285982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2285983.500000 Penalty: 4906.844238
	Iteration 76Q: 3 clusters Score -2285984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2285981.250000 Penalty: 4906.844238
	Iteration 77Q: 3 clusters Score -2285981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2285982.500000 Penalty: 4906.844238
	Iteration 78Q: 3 clusters Score -2285982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2285982.000000 Penalty: 4906.844238
	Iteration 79Q: 3 clusters Score -2285982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2285985.500000 Penalty: 4906.844238
	Iteration 80F: 3 clusters Score -2285986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2285986.250000 Penalty: 4906.844238
	Iteration 81Q: 3 clusters Score -2285986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2285984.000000 Penalty: 4906.844238
	Iteration 82Q: 3 clusters Score -2285984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2285988.750000 Penalty: 4906.844238
	Iteration 83Q: 3 clusters Score -2285989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2285986.250000 Penalty: 4906.844238
	Iteration 84Q: 3 clusters Score -2285986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2285988.750000 Penalty: 4906.844238
	Iteration 85Q: 3 clusters Score -2285989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2285989.000000 Penalty: 4906.844238
	Iteration 86Q: 3 clusters Score -2285989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2285987.000000 Penalty: 4906.844238
	Iteration 87Q: 3 clusters Score -2285987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2285992.250000 Penalty: 4906.844238
	Iteration 88Q: 3 clusters Score -2285992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2285993.000000 Penalty: 4906.844238
	Iteration 89Q: 3 clusters Score -2285993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2285995.500000 Penalty: 4906.844238
	Iteration 90Q: 3 clusters Score -2285996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2285997.750000 Penalty: 4906.844238
	Iteration 91Q: 3 clusters Score -2285998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2285997.750000 Penalty: 4906.844238
	Iteration 92F: 3 clusters Score -2285998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Entering Unmasked Estep 
Score: -860447.812500 Penalty: 2210.927246
	Iteration 0F: 2 clusters Score -860447.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -854435.000000 Penalty: 4421.854492
	Iteration 0F: 3 clusters Score -854435 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -855974.000000 Penalty: 4421.854492
	Iteration 1F: 3 clusters Score -855974 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -856224.250000 Penalty: 4421.854492
	Iteration 2F: 3 clusters Score -856224.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -856374.437500 Penalty: 4421.854492
	Iteration 3Q: 3 clusters Score -856374.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -856490.062500 Penalty: 4421.854492
	Iteration 4Q: 3 clusters Score -856490.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -856582.437500 Penalty: 4421.854492
	Iteration 5Q: 3 clusters Score -856582.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -856660.187500 Penalty: 4421.854492
	Iteration 6Q: 3 clusters Score -856660.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -856735.750000 Penalty: 4421.854492
	Iteration 7Q: 3 clusters Score -856735.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -856808.562500 Penalty: 4421.854492
	Iteration 8Q: 3 clusters Score -856808.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -856899.437500 Penalty: 4421.854492
	Iteration 9Q: 3 clusters Score -856899.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -856986.187500 Penalty: 4421.854492
	Iteration 10Q: 3 clusters Score -856986.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -857073.000000 Penalty: 4421.854492
	Iteration 11Q: 3 clusters Score -857073 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -857170.437500 Penalty: 4421.854492
	Iteration 12Q: 3 clusters Score -857170.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -857273.937500 Penalty: 4421.854492
	Iteration 13Q: 3 clusters Score -857273.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -857402.000000 Penalty: 4421.854492
	Iteration 14Q: 3 clusters Score -857402 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -857528.812500 Penalty: 4421.854492
	Iteration 15Q: 3 clusters Score -857528.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -857670.062500 Penalty: 4421.854492
	Iteration 16Q: 3 clusters Score -857670.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -857823.937500 Penalty: 4421.854492
	Iteration 17Q: 3 clusters Score -857823.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -857969.812500 Penalty: 4421.854492
	Iteration 18Q: 3 clusters Score -857969.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -858109.812500 Penalty: 4421.854492
	Iteration 19Q: 3 clusters Score -858109.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -858209.125000 Penalty: 4421.854492
	Iteration 20F: 3 clusters Score -858209.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -858286.312500 Penalty: 4421.854492
	Iteration 21Q: 3 clusters Score -858286.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -858360.000000 Penalty: 4421.854492
	Iteration 22Q: 3 clusters Score -858360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -858415.187500 Penalty: 4421.854492
	Iteration 23Q: 3 clusters Score -858415.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -858460.812500 Penalty: 4421.854492
	Iteration 24Q: 3 clusters Score -858460.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -858493.687500 Penalty: 4421.854492
	Iteration 25Q: 3 clusters Score -858493.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -858521.812500 Penalty: 4421.854492
	Iteration 26Q: 3 clusters Score -858521.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -858556.187500 Penalty: 4421.854492
	Iteration 27Q: 3 clusters Score -858556.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -858584.250000 Penalty: 4421.854492
	Iteration 28Q: 3 clusters Score -858584.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -858599.375000 Penalty: 4421.854492
	Iteration 29Q: 3 clusters Score -858599.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -858616.125000 Penalty: 4421.854492
	Iteration 30Q: 3 clusters Score -858616.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -858628.500000 Penalty: 4421.854492
	Iteration 31Q: 3 clusters Score -858628.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -858633.562500 Penalty: 4421.854492
	Iteration 32Q: 3 clusters Score -858633.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -858640.437500 Penalty: 4421.854492
	Iteration 33Q: 3 clusters Score -858640.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -858643.687500 Penalty: 4421.854492
	Iteration 34Q: 3 clusters Score -858643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -858643.875000 Penalty: 4421.854492
	Iteration 35Q: 3 clusters Score -858643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -858643.812500 Penalty: 4421.854492
	Iteration 36Q: 3 clusters Score -858643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -858643.812500 Penalty: 4421.854492
	Iteration 37F: 3 clusters Score -858643.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Entering Unmasked Estep 
Score: -1928913.250000 Penalty: 2410.571289
	Iteration 0F: 2 clusters Score -1928913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1917016.750000 Penalty: 4821.142578
	Iteration 0F: 3 clusters Score -1917017 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1920847.125000 Penalty: 4821.142578
	Iteration 1F: 3 clusters Score -1920847 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1921167.875000 Penalty: 4821.142578
	Iteration 2F: 3 clusters Score -1921168 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1921451.125000 Penalty: 4821.142578
	Iteration 3Q: 3 clusters Score -1921451 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1921686.875000 Penalty: 4821.142578
	Iteration 4Q: 3 clusters Score -1921687 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1921973.500000 Penalty: 4821.142578
	Iteration 5Q: 3 clusters Score -1921974 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1922291.500000 Penalty: 4821.142578
	Iteration 6Q: 3 clusters Score -1922292 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1922671.750000 Penalty: 4821.142578
	Iteration 7Q: 3 clusters Score -1922672 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1923180.125000 Penalty: 4821.142578
	Iteration 8F: 3 clusters Score -1923180 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1923771.250000 Penalty: 4821.142578
	Iteration 9F: 3 clusters Score -1923771 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1924433.375000 Penalty: 4821.142578
	Iteration 10F: 3 clusters Score -1924433 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1925116.250000 Penalty: 4821.142578
	Iteration 11Q: 3 clusters Score -1925116 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1925794.500000 Penalty: 4821.142578
	Iteration 12Q: 3 clusters Score -1925794 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1926260.875000 Penalty: 4821.142578
	Iteration 13Q: 3 clusters Score -1926261 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1926545.375000 Penalty: 4821.142578
	Iteration 14Q: 3 clusters Score -1926545 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1926698.125000 Penalty: 4821.142578
	Iteration 15Q: 3 clusters Score -1926698 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1926775.750000 Penalty: 4821.142578
	Iteration 16Q: 3 clusters Score -1926776 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1926823.125000 Penalty: 4821.142578
	Iteration 17Q: 3 clusters Score -1926823 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1926852.000000 Penalty: 4821.142578
	Iteration 18Q: 3 clusters Score -1926852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1926871.875000 Penalty: 4821.142578
	Iteration 19Q: 3 clusters Score -1926872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1926882.625000 Penalty: 4821.142578
	Iteration 20F: 3 clusters Score -1926883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1926889.625000 Penalty: 4821.142578
	Iteration 21Q: 3 clusters Score -1926890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1926894.875000 Penalty: 4821.142578
	Iteration 22Q: 3 clusters Score -1926895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1926896.500000 Penalty: 4821.142578
	Iteration 23Q: 3 clusters Score -1926896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1926903.000000 Penalty: 4821.142578
	Iteration 24Q: 3 clusters Score -1926903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1926912.750000 Penalty: 4821.142578
	Iteration 25Q: 3 clusters Score -1926913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1926914.625000 Penalty: 4821.142578
	Iteration 26Q: 3 clusters Score -1926915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1926923.875000 Penalty: 4821.142578
	Iteration 27Q: 3 clusters Score -1926924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1926928.625000 Penalty: 4821.142578
	Iteration 28Q: 3 clusters Score -1926929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1926932.125000 Penalty: 4821.142578
	Iteration 29Q: 3 clusters Score -1926932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1926933.000000 Penalty: 4821.142578
	Iteration 30Q: 3 clusters Score -1926933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1926933.000000 Penalty: 4821.142578
	Iteration 31Q: 3 clusters Score -1926933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1926935.250000 Penalty: 4821.142578
	Iteration 32Q: 3 clusters Score -1926935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1926936.000000 Penalty: 4821.142578
	Iteration 33Q: 3 clusters Score -1926936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1926933.750000 Penalty: 4821.142578
	Iteration 34Q: 3 clusters Score -1926934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1926934.875000 Penalty: 4821.142578
	Iteration 35Q: 3 clusters Score -1926935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1926933.875000 Penalty: 4821.142578
	Iteration 36Q: 3 clusters Score -1926934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1926932.625000 Penalty: 4821.142578
	Iteration 37Q: 3 clusters Score -1926933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1926933.375000 Penalty: 4821.142578
	Iteration 38Q: 3 clusters Score -1926933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1926937.500000 Penalty: 4821.142578
	Iteration 39Q: 3 clusters Score -1926938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1926938.750000 Penalty: 4821.142578
	Iteration 40F: 3 clusters Score -1926939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1926940.875000 Penalty: 4821.142578
	Iteration 41Q: 3 clusters Score -1926941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1926941.500000 Penalty: 4821.142578
	Iteration 42Q: 3 clusters Score -1926942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1926942.750000 Penalty: 4821.142578
	Iteration 43Q: 3 clusters Score -1926943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1926951.875000 Penalty: 4821.142578
	Iteration 44Q: 3 clusters Score -1926952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1926949.125000 Penalty: 4821.142578
	Iteration 45Q: 3 clusters Score -1926949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1926949.125000 Penalty: 4821.142578
	Iteration 46Q: 3 clusters Score -1926949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1926949.500000 Penalty: 4821.142578
	Iteration 47Q: 3 clusters Score -1926950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1926949.500000 Penalty: 4821.142578
	Iteration 48F: 3 clusters Score -1926950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Entering Unmasked Estep 
Score: -141739.406250 Penalty: 1777.616577
	Iteration 0F: 2 clusters Score -141739.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -139598.390625 Penalty: 3555.233154
	Iteration 0F: 3 clusters Score -139598.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -139918.093750 Penalty: 3555.233154
	Iteration 1F: 3 clusters Score -139918.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -140033.812500 Penalty: 3555.233154
	Iteration 2F: 3 clusters Score -140033.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -140103.031250 Penalty: 3555.233154
	Iteration 3Q: 3 clusters Score -140103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -140155.531250 Penalty: 3555.233154
	Iteration 4Q: 3 clusters Score -140155.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -140188.671875 Penalty: 3555.233154
	Iteration 5Q: 3 clusters Score -140188.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -140202.093750 Penalty: 3555.233154
	Iteration 6Q: 3 clusters Score -140202.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -140212.109375 Penalty: 3555.233154
	Iteration 7Q: 3 clusters Score -140212.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -140227.859375 Penalty: 3555.233154
	Iteration 8Q: 3 clusters Score -140227.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -140240.968750 Penalty: 3555.233154
	Iteration 9Q: 3 clusters Score -140241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -140248.328125 Penalty: 3555.233154
	Iteration 10Q: 3 clusters Score -140248.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -140251.437500 Penalty: 3555.233154
	Iteration 11Q: 3 clusters Score -140251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -140255.187500 Penalty: 3555.233154
	Iteration 12Q: 3 clusters Score -140255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -140258.687500 Penalty: 3555.233154
	Iteration 13Q: 3 clusters Score -140258.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -140260.984375 Penalty: 3555.233154
	Iteration 14Q: 3 clusters Score -140261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -140260.984375 Penalty: 3555.233154
	Iteration 15F: 3 clusters Score -140261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Entering Unmasked Estep 
Score: -4991220.000000 Penalty: 2648.779297
	Iteration 0F: 2 clusters Score -4991220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -4961889.500000 Penalty: 5297.558594
	Iteration 0F: 3 clusters Score -4961890 nChanged 19818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -4972685.000000 Penalty: 5297.558594
	Iteration 1F: 3 clusters Score -4972685 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -4973177.000000 Penalty: 5297.558594
	Iteration 2Q: 3 clusters Score -4973177 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -4973657.000000 Penalty: 5297.558594
	Iteration 3Q: 3 clusters Score -4973657 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -4974286.000000 Penalty: 5297.558594
	Iteration 4Q: 3 clusters Score -4974286 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -4975247.000000 Penalty: 5297.558594
	Iteration 5Q: 3 clusters Score -4975247 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -4976644.000000 Penalty: 5297.558594
	Iteration 6F: 3 clusters Score -4976644 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -4978639.500000 Penalty: 5297.558594
	Iteration 7F: 3 clusters Score -4978640 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4981172.000000 Penalty: 5297.558594
	Iteration 8F: 3 clusters Score -4981172 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -4984000.500000 Penalty: 5297.558594
	Iteration 9F: 3 clusters Score -4984000 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -4986332.500000 Penalty: 5297.558594
	Iteration 10F: 3 clusters Score -4986332 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -4987781.000000 Penalty: 5297.558594
	Iteration 11Q: 3 clusters Score -4987781 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -4988394.500000 Penalty: 5297.558594
	Iteration 12Q: 3 clusters Score -4988394 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -4988682.500000 Penalty: 5297.558594
	Iteration 13Q: 3 clusters Score -4988682 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -4988806.000000 Penalty: 5297.558594
	Iteration 14Q: 3 clusters Score -4988806 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -4988935.500000 Penalty: 5297.558594
	Iteration 15Q: 3 clusters Score -4988936 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -4989004.000000 Penalty: 5297.558594
	Iteration 16Q: 3 clusters Score -4989004 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -4989063.000000 Penalty: 5297.558594
	Iteration 17Q: 3 clusters Score -4989063 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -4989087.000000 Penalty: 5297.558594
	Iteration 18Q: 3 clusters Score -4989087 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -4989141.500000 Penalty: 5297.558594
	Iteration 19Q: 3 clusters Score -4989142 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -4989163.000000 Penalty: 5297.558594
	Iteration 20F: 3 clusters Score -4989163 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -4989188.500000 Penalty: 5297.558594
	Iteration 21Q: 3 clusters Score -4989188 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -4989214.000000 Penalty: 5297.558594
	Iteration 22Q: 3 clusters Score -4989214 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -4989261.000000 Penalty: 5297.558594
	Iteration 23Q: 3 clusters Score -4989261 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -4989273.500000 Penalty: 5297.558594
	Iteration 24Q: 3 clusters Score -4989274 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -4989293.500000 Penalty: 5297.558594
	Iteration 25Q: 3 clusters Score -4989294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -4989311.000000 Penalty: 5297.558594
	Iteration 26Q: 3 clusters Score -4989311 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -4989326.500000 Penalty: 5297.558594
	Iteration 27Q: 3 clusters Score -4989326 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -4989350.000000 Penalty: 5297.558594
	Iteration 28Q: 3 clusters Score -4989350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -4989353.500000 Penalty: 5297.558594
	Iteration 29Q: 3 clusters Score -4989354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -4989358.500000 Penalty: 5297.558594
	Iteration 30Q: 3 clusters Score -4989358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -4989365.500000 Penalty: 5297.558594
	Iteration 31Q: 3 clusters Score -4989366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -4989361.500000 Penalty: 5297.558594
	Iteration 32Q: 3 clusters Score -4989362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -4989369.500000 Penalty: 5297.558594
	Iteration 33Q: 3 clusters Score -4989370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -4989376.500000 Penalty: 5297.558594
	Iteration 34Q: 3 clusters Score -4989376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -4989378.500000 Penalty: 5297.558594
	Iteration 35Q: 3 clusters Score -4989378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -4989383.000000 Penalty: 5297.558594
	Iteration 36Q: 3 clusters Score -4989383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -4989385.500000 Penalty: 5297.558594
	Iteration 37Q: 3 clusters Score -4989386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -4989387.500000 Penalty: 5297.558594
	Iteration 38Q: 3 clusters Score -4989388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -4989392.000000 Penalty: 5297.558594
	Iteration 39Q: 3 clusters Score -4989392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -4989396.500000 Penalty: 5297.558594
	Iteration 40F: 3 clusters Score -4989396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -4989408.000000 Penalty: 5297.558594
	Iteration 41Q: 3 clusters Score -4989408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -4989410.000000 Penalty: 5297.558594
	Iteration 42Q: 3 clusters Score -4989410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -4989411.500000 Penalty: 5297.558594
	Iteration 43Q: 3 clusters Score -4989412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -4989411.000000 Penalty: 5297.558594
	Iteration 44Q: 3 clusters Score -4989411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -4989416.000000 Penalty: 5297.558594
	Iteration 45Q: 3 clusters Score -4989416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -4989416.000000 Penalty: 5297.558594
	Iteration 46Q: 3 clusters Score -4989416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -4989403.500000 Penalty: 5297.558594
	Iteration 47Q: 3 clusters Score -4989404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -4989404.000000 Penalty: 5297.558594
	Iteration 48Q: 3 clusters Score -4989404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -4989407.500000 Penalty: 5297.558594
	Iteration 49Q: 3 clusters Score -4989408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -4989411.500000 Penalty: 5297.558594
	Iteration 50Q: 3 clusters Score -4989412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -4989410.500000 Penalty: 5297.558594
	Iteration 51Q: 3 clusters Score -4989410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -4989410.500000 Penalty: 5297.558594
	Iteration 52F: 3 clusters Score -4989410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Entering Unmasked Estep 
Score: -368789.343750 Penalty: 2008.463501
	Iteration 0F: 2 clusters Score -368789.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -365356.437500 Penalty: 4016.927002
	Iteration 0F: 3 clusters Score -365356.4 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -366053.125000 Penalty: 4016.927002
	Iteration 1F: 3 clusters Score -366053.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -366207.593750 Penalty: 4016.927002
	Iteration 2F: 3 clusters Score -366207.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -366291.312500 Penalty: 4016.927002
	Iteration 3Q: 3 clusters Score -366291.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -366343.031250 Penalty: 4016.927002
	Iteration 4Q: 3 clusters Score -366343 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -366380.781250 Penalty: 4016.927002
	Iteration 5Q: 3 clusters Score -366380.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -366406.687500 Penalty: 4016.927002
	Iteration 6Q: 3 clusters Score -366406.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -366433.343750 Penalty: 4016.927002
	Iteration 7Q: 3 clusters Score -366433.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -366458.406250 Penalty: 4016.927002
	Iteration 8Q: 3 clusters Score -366458.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -366480.062500 Penalty: 4016.927002
	Iteration 9Q: 3 clusters Score -366480.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -366494.718750 Penalty: 4016.927002
	Iteration 10Q: 3 clusters Score -366494.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -366509.906250 Penalty: 4016.927002
	Iteration 11Q: 3 clusters Score -366509.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -366520.125000 Penalty: 4016.927002
	Iteration 12Q: 3 clusters Score -366520.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -366531.593750 Penalty: 4016.927002
	Iteration 13Q: 3 clusters Score -366531.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -366540.093750 Penalty: 4016.927002
	Iteration 14Q: 3 clusters Score -366540.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -366547.281250 Penalty: 4016.927002
	Iteration 15Q: 3 clusters Score -366547.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -366552.406250 Penalty: 4016.927002
	Iteration 16Q: 3 clusters Score -366552.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -366555.906250 Penalty: 4016.927002
	Iteration 17Q: 3 clusters Score -366555.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -366564.656250 Penalty: 4016.927002
	Iteration 18Q: 3 clusters Score -366564.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -366574.843750 Penalty: 4016.927002
	Iteration 19Q: 3 clusters Score -366574.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -366584.375000 Penalty: 4016.927002
	Iteration 20F: 3 clusters Score -366584.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -366597.718750 Penalty: 4016.927002
	Iteration 21Q: 3 clusters Score -366597.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -366606.281250 Penalty: 4016.927002
	Iteration 22Q: 3 clusters Score -366606.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -366617.281250 Penalty: 4016.927002
	Iteration 23Q: 3 clusters Score -366617.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -366629.937500 Penalty: 4016.927002
	Iteration 24Q: 3 clusters Score -366629.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -366641.906250 Penalty: 4016.927002
	Iteration 25Q: 3 clusters Score -366641.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -366652.500000 Penalty: 4016.927002
	Iteration 26Q: 3 clusters Score -366652.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -366665.812500 Penalty: 4016.927002
	Iteration 27Q: 3 clusters Score -366665.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -366678.781250 Penalty: 4016.927002
	Iteration 28Q: 3 clusters Score -366678.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -366693.562500 Penalty: 4016.927002
	Iteration 29Q: 3 clusters Score -366693.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -366707.218750 Penalty: 4016.927002
	Iteration 30Q: 3 clusters Score -366707.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -366721.062500 Penalty: 4016.927002
	Iteration 31Q: 3 clusters Score -366721.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -366731.656250 Penalty: 4016.927002
	Iteration 32Q: 3 clusters Score -366731.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -366748.500000 Penalty: 4016.927002
	Iteration 33Q: 3 clusters Score -366748.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -366759.250000 Penalty: 4016.927002
	Iteration 34Q: 3 clusters Score -366759.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -366770.000000 Penalty: 4016.927002
	Iteration 35Q: 3 clusters Score -366770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -366782.125000 Penalty: 4016.927002
	Iteration 36Q: 3 clusters Score -366782.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -366789.406250 Penalty: 4016.927002
	Iteration 37Q: 3 clusters Score -366789.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -366802.312500 Penalty: 4016.927002
	Iteration 38Q: 3 clusters Score -366802.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -366811.125000 Penalty: 4016.927002
	Iteration 39Q: 3 clusters Score -366811.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -366820.625000 Penalty: 4016.927002
	Iteration 40F: 3 clusters Score -366820.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -366829.843750 Penalty: 4016.927002
	Iteration 41Q: 3 clusters Score -366829.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -366839.187500 Penalty: 4016.927002
	Iteration 42Q: 3 clusters Score -366839.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -366848.656250 Penalty: 4016.927002
	Iteration 43Q: 3 clusters Score -366848.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -366859.000000 Penalty: 4016.927002
	Iteration 44Q: 3 clusters Score -366859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -366862.125000 Penalty: 4016.927002
	Iteration 45Q: 3 clusters Score -366862.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -366865.562500 Penalty: 4016.927002
	Iteration 46Q: 3 clusters Score -366865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -366868.406250 Penalty: 4016.927002
	Iteration 47Q: 3 clusters Score -366868.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -366870.718750 Penalty: 4016.927002
	Iteration 48Q: 3 clusters Score -366870.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -366874.218750 Penalty: 4016.927002
	Iteration 49Q: 3 clusters Score -366874.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -366875.843750 Penalty: 4016.927002
	Iteration 50Q: 3 clusters Score -366875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -366878.125000 Penalty: 4016.927002
	Iteration 51Q: 3 clusters Score -366878.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -366883.187500 Penalty: 4016.927002
	Iteration 52Q: 3 clusters Score -366883.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -366889.125000 Penalty: 4016.927002
	Iteration 53Q: 3 clusters Score -366889.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -366889.593750 Penalty: 4016.927002
	Iteration 54Q: 3 clusters Score -366889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -366892.312500 Penalty: 4016.927002
	Iteration 55Q: 3 clusters Score -366892.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -366893.468750 Penalty: 4016.927002
	Iteration 56Q: 3 clusters Score -366893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -366894.312500 Penalty: 4016.927002
	Iteration 57Q: 3 clusters Score -366894.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -366898.437500 Penalty: 4016.927002
	Iteration 58Q: 3 clusters Score -366898.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -366901.625000 Penalty: 4016.927002
	Iteration 59Q: 3 clusters Score -366901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -366905.562500 Penalty: 4016.927002
	Iteration 60F: 3 clusters Score -366905.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -366911.062500 Penalty: 4016.927002
	Iteration 61Q: 3 clusters Score -366911.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -366916.468750 Penalty: 4016.927002
	Iteration 62Q: 3 clusters Score -366916.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -366919.812500 Penalty: 4016.927002
	Iteration 63Q: 3 clusters Score -366919.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -366923.125000 Penalty: 4016.927002
	Iteration 64Q: 3 clusters Score -366923.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -366927.281250 Penalty: 4016.927002
	Iteration 65Q: 3 clusters Score -366927.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -366931.062500 Penalty: 4016.927002
	Iteration 66Q: 3 clusters Score -366931.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -366934.593750 Penalty: 4016.927002
	Iteration 67Q: 3 clusters Score -366934.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -366936.937500 Penalty: 4016.927002
	Iteration 68Q: 3 clusters Score -366936.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -366942.187500 Penalty: 4016.927002
	Iteration 69Q: 3 clusters Score -366942.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -366944.093750 Penalty: 4016.927002
	Iteration 70Q: 3 clusters Score -366944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -366946.718750 Penalty: 4016.927002
	Iteration 71Q: 3 clusters Score -366946.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -366950.187500 Penalty: 4016.927002
	Iteration 72Q: 3 clusters Score -366950.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -366955.031250 Penalty: 4016.927002
	Iteration 73Q: 3 clusters Score -366955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -366960.218750 Penalty: 4016.927002
	Iteration 74Q: 3 clusters Score -366960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -366966.062500 Penalty: 4016.927002
	Iteration 75Q: 3 clusters Score -366966.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -366969.906250 Penalty: 4016.927002
	Iteration 76Q: 3 clusters Score -366969.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -366974.937500 Penalty: 4016.927002
	Iteration 77Q: 3 clusters Score -366974.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -366983.343750 Penalty: 4016.927002
	Iteration 78Q: 3 clusters Score -366983.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -366990.687500 Penalty: 4016.927002
	Iteration 79Q: 3 clusters Score -366990.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -366994.625000 Penalty: 4016.927002
	Iteration 80F: 3 clusters Score -366994.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -367001.937500 Penalty: 4016.927002
	Iteration 81Q: 3 clusters Score -367001.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -367007.656250 Penalty: 4016.927002
	Iteration 82Q: 3 clusters Score -367007.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -367017.343750 Penalty: 4016.927002
	Iteration 83Q: 3 clusters Score -367017.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -367024.562500 Penalty: 4016.927002
	Iteration 84Q: 3 clusters Score -367024.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -367032.812500 Penalty: 4016.927002
	Iteration 85Q: 3 clusters Score -367032.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -367040.531250 Penalty: 4016.927002
	Iteration 86Q: 3 clusters Score -367040.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -367045.312500 Penalty: 4016.927002
	Iteration 87Q: 3 clusters Score -367045.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -367051.562500 Penalty: 4016.927002
	Iteration 88Q: 3 clusters Score -367051.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -367055.812500 Penalty: 4016.927002
	Iteration 89Q: 3 clusters Score -367055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -367058.250000 Penalty: 4016.927002
	Iteration 90Q: 3 clusters Score -367058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -367061.812500 Penalty: 4016.927002
	Iteration 91Q: 3 clusters Score -367061.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -367066.375000 Penalty: 4016.927002
	Iteration 92Q: 3 clusters Score -367066.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -367071.937500 Penalty: 4016.927002
	Iteration 93Q: 3 clusters Score -367071.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -367077.093750 Penalty: 4016.927002
	Iteration 94Q: 3 clusters Score -367077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -367080.937500 Penalty: 4016.927002
	Iteration 95Q: 3 clusters Score -367080.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -367085.125000 Penalty: 4016.927002
	Iteration 96Q: 3 clusters Score -367085.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -367086.906250 Penalty: 4016.927002
	Iteration 97Q: 3 clusters Score -367086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -367089.593750 Penalty: 4016.927002
	Iteration 98Q: 3 clusters Score -367089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -367090.437500 Penalty: 4016.927002
	Iteration 99Q: 3 clusters Score -367090.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -367091.593750 Penalty: 4016.927002
	Iteration 100F: 3 clusters Score -367091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -367092.000000 Penalty: 4016.927002
	Iteration 101Q: 3 clusters Score -367092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -367092.000000 Penalty: 4016.927002
	Iteration 102F: 3 clusters Score -367092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Entering Unmasked Estep 
Score: -1001181.437500 Penalty: 2249.170898
	Iteration 0F: 2 clusters Score -1001181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -994341.062500 Penalty: 4498.341797
	Iteration 0F: 3 clusters Score -994341.1 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -996427.375000 Penalty: 4498.341797
	Iteration 1F: 3 clusters Score -996427.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -996889.437500 Penalty: 4498.341797
	Iteration 2F: 3 clusters Score -996889.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -997259.750000 Penalty: 4498.341797
	Iteration 3F: 3 clusters Score -997259.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -997630.375000 Penalty: 4498.341797
	Iteration 4F: 3 clusters Score -997630.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -997981.562500 Penalty: 4498.341797
	Iteration 5F: 3 clusters Score -997981.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -998308.125000 Penalty: 4498.341797
	Iteration 6F: 3 clusters Score -998308.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -998650.250000 Penalty: 4498.341797
	Iteration 7F: 3 clusters Score -998650.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -998963.375000 Penalty: 4498.341797
	Iteration 8F: 3 clusters Score -998963.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -999230.687500 Penalty: 4498.341797
	Iteration 9Q: 3 clusters Score -999230.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -999458.500000 Penalty: 4498.341797
	Iteration 10Q: 3 clusters Score -999458.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -999677.750000 Penalty: 4498.341797
	Iteration 11Q: 3 clusters Score -999677.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -999867.000000 Penalty: 4498.341797
	Iteration 12Q: 3 clusters Score -999867 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1000020.500000 Penalty: 4498.341797
	Iteration 13Q: 3 clusters Score -1000020 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1000134.687500 Penalty: 4498.341797
	Iteration 14Q: 3 clusters Score -1000135 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1000218.250000 Penalty: 4498.341797
	Iteration 15Q: 3 clusters Score -1000218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1000278.625000 Penalty: 4498.341797
	Iteration 16Q: 3 clusters Score -1000279 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1000322.750000 Penalty: 4498.341797
	Iteration 17Q: 3 clusters Score -1000323 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1000359.062500 Penalty: 4498.341797
	Iteration 18Q: 3 clusters Score -1000359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1000383.125000 Penalty: 4498.341797
	Iteration 19Q: 3 clusters Score -1000383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1000404.625000 Penalty: 4498.341797
	Iteration 20F: 3 clusters Score -1000405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1000421.000000 Penalty: 4498.341797
	Iteration 21Q: 3 clusters Score -1000421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1000434.125000 Penalty: 4498.341797
	Iteration 22Q: 3 clusters Score -1000434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1000445.375000 Penalty: 4498.341797
	Iteration 23Q: 3 clusters Score -1000445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1000460.500000 Penalty: 4498.341797
	Iteration 24Q: 3 clusters Score -1000460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1000464.312500 Penalty: 4498.341797
	Iteration 25Q: 3 clusters Score -1000464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1000466.625000 Penalty: 4498.341797
	Iteration 26Q: 3 clusters Score -1000467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1000467.687500 Penalty: 4498.341797
	Iteration 27Q: 3 clusters Score -1000468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1000468.437500 Penalty: 4498.341797
	Iteration 28Q: 3 clusters Score -1000468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1000470.875000 Penalty: 4498.341797
	Iteration 29Q: 3 clusters Score -1000471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1000475.625000 Penalty: 4498.341797
	Iteration 30Q: 3 clusters Score -1000476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1000477.000000 Penalty: 4498.341797
	Iteration 31Q: 3 clusters Score -1000477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1000478.187500 Penalty: 4498.341797
	Iteration 32Q: 3 clusters Score -1000478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1000478.187500 Penalty: 4498.341797
	Iteration 33F: 3 clusters Score -1000478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Entering Unmasked Estep 
Score: -615114.125000 Penalty: 2140.590820
	Iteration 0F: 2 clusters Score -615114.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -610217.937500 Penalty: 4281.181641
	Iteration 0F: 3 clusters Score -610217.9 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -611457.812500 Penalty: 4281.181641
	Iteration 1F: 3 clusters Score -611457.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -611688.937500 Penalty: 4281.181641
	Iteration 2F: 3 clusters Score -611688.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -611823.312500 Penalty: 4281.181641
	Iteration 3Q: 3 clusters Score -611823.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -611904.500000 Penalty: 4281.181641
	Iteration 4Q: 3 clusters Score -611904.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -611969.687500 Penalty: 4281.181641
	Iteration 5Q: 3 clusters Score -611969.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -612025.562500 Penalty: 4281.181641
	Iteration 6Q: 3 clusters Score -612025.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -612077.437500 Penalty: 4281.181641
	Iteration 7Q: 3 clusters Score -612077.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -612122.562500 Penalty: 4281.181641
	Iteration 8Q: 3 clusters Score -612122.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -612157.562500 Penalty: 4281.181641
	Iteration 9Q: 3 clusters Score -612157.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -612192.625000 Penalty: 4281.181641
	Iteration 10Q: 3 clusters Score -612192.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -612231.375000 Penalty: 4281.181641
	Iteration 11Q: 3 clusters Score -612231.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -612280.875000 Penalty: 4281.181641
	Iteration 12Q: 3 clusters Score -612280.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -612333.687500 Penalty: 4281.181641
	Iteration 13Q: 3 clusters Score -612333.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -612375.375000 Penalty: 4281.181641
	Iteration 14Q: 3 clusters Score -612375.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -612407.312500 Penalty: 4281.181641
	Iteration 15Q: 3 clusters Score -612407.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -612435.687500 Penalty: 4281.181641
	Iteration 16Q: 3 clusters Score -612435.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -612461.250000 Penalty: 4281.181641
	Iteration 17Q: 3 clusters Score -612461.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -612480.687500 Penalty: 4281.181641
	Iteration 18Q: 3 clusters Score -612480.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -612498.500000 Penalty: 4281.181641
	Iteration 19Q: 3 clusters Score -612498.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -612513.000000 Penalty: 4281.181641
	Iteration 20F: 3 clusters Score -612513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -612525.187500 Penalty: 4281.181641
	Iteration 21Q: 3 clusters Score -612525.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -612540.062500 Penalty: 4281.181641
	Iteration 22Q: 3 clusters Score -612540.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -612554.750000 Penalty: 4281.181641
	Iteration 23Q: 3 clusters Score -612554.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -612566.625000 Penalty: 4281.181641
	Iteration 24Q: 3 clusters Score -612566.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -612577.562500 Penalty: 4281.181641
	Iteration 25Q: 3 clusters Score -612577.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -612588.812500 Penalty: 4281.181641
	Iteration 26Q: 3 clusters Score -612588.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -612597.500000 Penalty: 4281.181641
	Iteration 27Q: 3 clusters Score -612597.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -612610.000000 Penalty: 4281.181641
	Iteration 28Q: 3 clusters Score -612610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -612625.375000 Penalty: 4281.181641
	Iteration 29Q: 3 clusters Score -612625.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -612644.437500 Penalty: 4281.181641
	Iteration 30Q: 3 clusters Score -612644.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -612662.250000 Penalty: 4281.181641
	Iteration 31Q: 3 clusters Score -612662.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -612674.750000 Penalty: 4281.181641
	Iteration 32Q: 3 clusters Score -612674.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -612685.312500 Penalty: 4281.181641
	Iteration 33Q: 3 clusters Score -612685.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -612699.187500 Penalty: 4281.181641
	Iteration 34Q: 3 clusters Score -612699.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -612715.625000 Penalty: 4281.181641
	Iteration 35Q: 3 clusters Score -612715.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -612727.562500 Penalty: 4281.181641
	Iteration 36Q: 3 clusters Score -612727.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -612737.937500 Penalty: 4281.181641
	Iteration 37Q: 3 clusters Score -612737.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -612747.312500 Penalty: 4281.181641
	Iteration 38Q: 3 clusters Score -612747.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -612758.437500 Penalty: 4281.181641
	Iteration 39Q: 3 clusters Score -612758.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -612772.250000 Penalty: 4281.181641
	Iteration 40F: 3 clusters Score -612772.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -612792.437500 Penalty: 4281.181641
	Iteration 41Q: 3 clusters Score -612792.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -612816.687500 Penalty: 4281.181641
	Iteration 42Q: 3 clusters Score -612816.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -612845.187500 Penalty: 4281.181641
	Iteration 43Q: 3 clusters Score -612845.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -612884.125000 Penalty: 4281.181641
	Iteration 44Q: 3 clusters Score -612884.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -612932.062500 Penalty: 4281.181641
	Iteration 45Q: 3 clusters Score -612932.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -612987.812500 Penalty: 4281.181641
	Iteration 46Q: 3 clusters Score -612987.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -613061.000000 Penalty: 4281.181641
	Iteration 47Q: 3 clusters Score -613061 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -613154.312500 Penalty: 4281.181641
	Iteration 48Q: 3 clusters Score -613154.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -613267.937500 Penalty: 4281.181641
	Iteration 49Q: 3 clusters Score -613267.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -613350.375000 Penalty: 4281.181641
	Iteration 50Q: 3 clusters Score -613350.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -613433.250000 Penalty: 4281.181641
	Iteration 51Q: 3 clusters Score -613433.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -613506.375000 Penalty: 4281.181641
	Iteration 52Q: 3 clusters Score -613506.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -613571.500000 Penalty: 4281.181641
	Iteration 53Q: 3 clusters Score -613571.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -613629.812500 Penalty: 4281.181641
	Iteration 54Q: 3 clusters Score -613629.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -613682.625000 Penalty: 4281.181641
	Iteration 55Q: 3 clusters Score -613682.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -613730.125000 Penalty: 4281.181641
	Iteration 56Q: 3 clusters Score -613730.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -613768.312500 Penalty: 4281.181641
	Iteration 57Q: 3 clusters Score -613768.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -613798.250000 Penalty: 4281.181641
	Iteration 58Q: 3 clusters Score -613798.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -613816.875000 Penalty: 4281.181641
	Iteration 59Q: 3 clusters Score -613816.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -613834.687500 Penalty: 4281.181641
	Iteration 60F: 3 clusters Score -613834.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -613848.187500 Penalty: 4281.181641
	Iteration 61Q: 3 clusters Score -613848.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -613863.125000 Penalty: 4281.181641
	Iteration 62Q: 3 clusters Score -613863.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -613880.312500 Penalty: 4281.181641
	Iteration 63Q: 3 clusters Score -613880.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -613899.625000 Penalty: 4281.181641
	Iteration 64Q: 3 clusters Score -613899.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -613917.187500 Penalty: 4281.181641
	Iteration 65Q: 3 clusters Score -613917.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -613933.062500 Penalty: 4281.181641
	Iteration 66Q: 3 clusters Score -613933.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -613948.187500 Penalty: 4281.181641
	Iteration 67Q: 3 clusters Score -613948.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -613957.187500 Penalty: 4281.181641
	Iteration 68Q: 3 clusters Score -613957.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -613964.125000 Penalty: 4281.181641
	Iteration 69Q: 3 clusters Score -613964.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -613967.375000 Penalty: 4281.181641
	Iteration 70Q: 3 clusters Score -613967.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -613972.375000 Penalty: 4281.181641
	Iteration 71Q: 3 clusters Score -613972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -613971.687500 Penalty: 4281.181641
	Iteration 72Q: 3 clusters Score -613971.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -613971.687500 Penalty: 4281.181641
	Iteration 73F: 3 clusters Score -613971.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -96405.703125 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -96405.7 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 446 members 
Entering Unmasked Estep 
Score: -94577.640625 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -94577.64 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -94817.484375 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -94817.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -94929.906250 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -94929.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -94992.539062 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -94992.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95032.968750 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -95032.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95052.390625 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -95052.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95066.484375 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -95066.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95076.617188 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -95076.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95084.562500 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -95084.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95092.414062 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -95092.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95098.273438 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -95098.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95103.726562 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -95103.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -95107.257812 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -95107.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95113.804688 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -95113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95119.726562 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -95119.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95121.640625 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -95121.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95123.835938 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -95123.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95126.546875 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -95126.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95127.054688 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -95127.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95127.054688 Penalty: 3357.742432
	Iteration 19F: 3 clusters Score -95127.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Entering Unmasked Estep 
Score: -545032.375000 Penalty: 2111.120605
	Iteration 0F: 2 clusters Score -545032.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -540492.312500 Penalty: 4222.241211
	Iteration 0F: 3 clusters Score -540492.3 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -541542.687500 Penalty: 4222.241211
	Iteration 1F: 3 clusters Score -541542.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -541875.625000 Penalty: 4222.241211
	Iteration 2F: 3 clusters Score -541875.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -542222.562500 Penalty: 4222.241211
	Iteration 3F: 3 clusters Score -542222.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -542507.187500 Penalty: 4222.241211
	Iteration 4F: 3 clusters Score -542507.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -542729.312500 Penalty: 4222.241211
	Iteration 5F: 3 clusters Score -542729.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -542925.375000 Penalty: 4222.241211
	Iteration 6F: 3 clusters Score -542925.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -543099.312500 Penalty: 4222.241211
	Iteration 7Q: 3 clusters Score -543099.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -543234.312500 Penalty: 4222.241211
	Iteration 8Q: 3 clusters Score -543234.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -543352.750000 Penalty: 4222.241211
	Iteration 9Q: 3 clusters Score -543352.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -543451.937500 Penalty: 4222.241211
	Iteration 10Q: 3 clusters Score -543451.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -543544.500000 Penalty: 4222.241211
	Iteration 11Q: 3 clusters Score -543544.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -543603.187500 Penalty: 4222.241211
	Iteration 12Q: 3 clusters Score -543603.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -543642.812500 Penalty: 4222.241211
	Iteration 13Q: 3 clusters Score -543642.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -543672.500000 Penalty: 4222.241211
	Iteration 14Q: 3 clusters Score -543672.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -543700.187500 Penalty: 4222.241211
	Iteration 15Q: 3 clusters Score -543700.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -543723.750000 Penalty: 4222.241211
	Iteration 16Q: 3 clusters Score -543723.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -543742.875000 Penalty: 4222.241211
	Iteration 17Q: 3 clusters Score -543742.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -543756.125000 Penalty: 4222.241211
	Iteration 18Q: 3 clusters Score -543756.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -543765.062500 Penalty: 4222.241211
	Iteration 19Q: 3 clusters Score -543765.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -543774.375000 Penalty: 4222.241211
	Iteration 20F: 3 clusters Score -543774.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -543780.625000 Penalty: 4222.241211
	Iteration 21Q: 3 clusters Score -543780.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -543788.625000 Penalty: 4222.241211
	Iteration 22Q: 3 clusters Score -543788.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -543795.562500 Penalty: 4222.241211
	Iteration 23Q: 3 clusters Score -543795.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -543798.312500 Penalty: 4222.241211
	Iteration 24Q: 3 clusters Score -543798.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -543801.812500 Penalty: 4222.241211
	Iteration 25Q: 3 clusters Score -543801.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -543805.875000 Penalty: 4222.241211
	Iteration 26Q: 3 clusters Score -543805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -543807.000000 Penalty: 4222.241211
	Iteration 27Q: 3 clusters Score -543807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -543809.187500 Penalty: 4222.241211
	Iteration 28Q: 3 clusters Score -543809.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -543811.812500 Penalty: 4222.241211
	Iteration 29Q: 3 clusters Score -543811.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -543816.312500 Penalty: 4222.241211
	Iteration 30Q: 3 clusters Score -543816.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -543818.812500 Penalty: 4222.241211
	Iteration 31Q: 3 clusters Score -543818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -543820.187500 Penalty: 4222.241211
	Iteration 32Q: 3 clusters Score -543820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -543821.812500 Penalty: 4222.241211
	Iteration 33Q: 3 clusters Score -543821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -543823.375000 Penalty: 4222.241211
	Iteration 34Q: 3 clusters Score -543823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -543822.750000 Penalty: 4222.241211
	Iteration 35Q: 3 clusters Score -543822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -543822.750000 Penalty: 4222.241211
	Iteration 36F: 3 clusters Score -543822.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -88657.945312 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -88657.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86886.296875 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -86886.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87094.492188 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -87094.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87150.515625 Penalty: 3305.546875
	Iteration 2Q: 3 clusters Score -87150.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87184.414062 Penalty: 3305.546875
	Iteration 3Q: 3 clusters Score -87184.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87199.101562 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -87199.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -87221.507812 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -87221.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87239.039062 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -87239.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -87246.929688 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -87246.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87257.007812 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -87257.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87265.023438 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -87265.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -87270.953125 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -87270.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87273.914062 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -87273.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87273.914062 Penalty: 3305.546875
	Iteration 12F: 3 clusters Score -87273.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337801 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41695 members 
Mstep: Class 4 contains 33229 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47881 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16648 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43502 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4977 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751496.000000 Penalty: 66254.992188
Iteration 119Q: 21 clusters Score -7.07515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337799 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41703 members 
Mstep: Class 4 contains 33230 members 
Mstep: Class 5 contains 54693 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47881 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16648 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43502 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4968 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751512.000000 Penalty: 66254.992188
Iteration 120F: 21 clusters Score -7.075151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337800 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41713 members 
Mstep: Class 4 contains 33230 members 
Mstep: Class 5 contains 54693 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47881 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16648 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43502 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4957 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751488.000000 Penalty: 66254.992188
Iteration 121Q: 21 clusters Score -7.075149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337799 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41721 members 
Mstep: Class 4 contains 33231 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47881 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16649 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43503 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4948 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751504.000000 Penalty: 66254.992188
Iteration 122Q: 21 clusters Score -7.07515e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337801 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41730 members 
Mstep: Class 4 contains 33232 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47881 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16649 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43503 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751528.000000 Penalty: 66254.992188
Iteration 123Q: 21 clusters Score -7.075153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337801 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41739 members 
Mstep: Class 4 contains 33233 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47882 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16649 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43502 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751504.000000 Penalty: 66254.992188
Iteration 124Q: 21 clusters Score -7.07515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337805 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41738 members 
Mstep: Class 4 contains 33235 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47882 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16650 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43500 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4922 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751496.000000 Penalty: 66254.992188
Iteration 125Q: 21 clusters Score -7.07515e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337801 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41744 members 
Mstep: Class 4 contains 33238 members 
Mstep: Class 5 contains 54691 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47884 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16651 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43500 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4915 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751432.000000 Penalty: 66254.992188
Iteration 126Q: 21 clusters Score -7.075143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337802 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41748 members 
Mstep: Class 4 contains 33238 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16652 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43500 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4907 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751424.000000 Penalty: 66254.992188
Iteration 127Q: 21 clusters Score -7.075142e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337806 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41750 members 
Mstep: Class 4 contains 33239 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16653 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43499 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4900 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751400.000000 Penalty: 66254.992188
Iteration 128Q: 21 clusters Score -7.07514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337811 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41751 members 
Mstep: Class 4 contains 33238 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47884 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16654 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43498 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4896 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751392.000000 Penalty: 66254.992188
Iteration 129Q: 21 clusters Score -7.075139e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337815 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41749 members 
Mstep: Class 4 contains 33239 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47884 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16654 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43498 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8685 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4892 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751352.000000 Penalty: 66254.992188
Iteration 130Q: 21 clusters Score -7.075135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337813 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41748 members 
Mstep: Class 4 contains 33240 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16655 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43498 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4891 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751360.000000 Penalty: 66254.992188
Iteration 131Q: 21 clusters Score -7.075136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337808 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41749 members 
Mstep: Class 4 contains 33242 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47886 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16655 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43498 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751376.000000 Penalty: 66254.992188
Iteration 132Q: 21 clusters Score -7.075138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337807 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41749 members 
Mstep: Class 4 contains 33243 members 
Mstep: Class 5 contains 54691 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47886 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19789 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16655 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43498 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8689 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751368.000000 Penalty: 66254.992188
Iteration 133Q: 21 clusters Score -7.075137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337804 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41749 members 
Mstep: Class 4 contains 33243 members 
Mstep: Class 5 contains 54691 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16655 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43498 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751368.000000 Penalty: 66254.992188
Iteration 134Q: 21 clusters Score -7.075137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337801 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41749 members 
Mstep: Class 4 contains 33245 members 
Mstep: Class 5 contains 54691 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 16655 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43497 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8693 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751392.000000 Penalty: 66254.992188
Iteration 135Q: 21 clusters Score -7.075139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337798 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41749 members 
Mstep: Class 4 contains 33247 members 
Mstep: Class 5 contains 54691 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 16655 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43497 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8695 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751368.000000 Penalty: 66254.992188
Iteration 136Q: 21 clusters Score -7.075137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337797 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41749 members 
Mstep: Class 4 contains 33248 members 
Mstep: Class 5 contains 54691 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16655 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43497 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8696 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751384.000000 Penalty: 66254.992188
Iteration 137Q: 21 clusters Score -7.075138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337793 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41749 members 
Mstep: Class 4 contains 33249 members 
Mstep: Class 5 contains 54691 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16656 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43497 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8698 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751400.000000 Penalty: 66254.992188
Iteration 138Q: 21 clusters Score -7.07514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337788 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41749 members 
Mstep: Class 4 contains 33251 members 
Mstep: Class 5 contains 54691 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16657 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43497 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8700 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751408.000000 Penalty: 66254.992188
Iteration 139Q: 21 clusters Score -7.075141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337787 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41748 members 
Mstep: Class 4 contains 33252 members 
Mstep: Class 5 contains 54691 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47887 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16657 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43497 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8702 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751400.000000 Penalty: 66254.992188
Iteration 140F: 21 clusters Score -7.07514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337790 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41747 members 
Mstep: Class 4 contains 33250 members 
Mstep: Class 5 contains 54690 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16657 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43497 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8705 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751384.000000 Penalty: 66254.992188
Iteration 141Q: 21 clusters Score -7.075138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337790 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41747 members 
Mstep: Class 4 contains 33252 members 
Mstep: Class 5 contains 54689 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16657 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43496 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8705 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751448.000000 Penalty: 66254.992188
Iteration 142Q: 21 clusters Score -7.075145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337788 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41747 members 
Mstep: Class 4 contains 33255 members 
Mstep: Class 5 contains 54687 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16657 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43496 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8706 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751440.000000 Penalty: 66254.992188
Iteration 143Q: 21 clusters Score -7.075144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337786 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41748 members 
Mstep: Class 4 contains 33257 members 
Mstep: Class 5 contains 54686 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16657 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43495 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751464.000000 Penalty: 66254.992188
Iteration 144Q: 21 clusters Score -7.075146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337786 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41748 members 
Mstep: Class 4 contains 33259 members 
Mstep: Class 5 contains 54684 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16657 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43495 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751440.000000 Penalty: 66254.992188
Iteration 145Q: 21 clusters Score -7.075144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337786 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41748 members 
Mstep: Class 4 contains 33259 members 
Mstep: Class 5 contains 54684 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16657 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43495 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751440.000000 Penalty: 66254.992188
Iteration 146Q: 21 clusters Score -7.075144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337785 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41748 members 
Mstep: Class 4 contains 33259 members 
Mstep: Class 5 contains 54684 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16658 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43495 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751440.000000 Penalty: 66254.992188
Iteration 147Q: 21 clusters Score -7.075144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337785 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41748 members 
Mstep: Class 4 contains 33259 members 
Mstep: Class 5 contains 54684 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16658 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43495 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751440.000000 Penalty: 66254.992188
Iteration 148F: 21 clusters Score -7.075144e+07 nChanged 0
Entering ConstructFrom: 
Score: -70751440.000000 Penalty: 66254.992188
Entering ConstructFrom: 
Trying to split cluster 1 (337785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337785 members 
Entering Unmasked Estep 
Score: -38274864.000000 Penalty: 3157.080811
	Iteration 0F: 2 clusters Score -3.827486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168375 members 
Mstep: Class 2 contains 169410 members 
Entering Unmasked Estep 
Score: -38086172.000000 Penalty: 6314.161621
	Iteration 0F: 3 clusters Score -3.808617e+07 nChanged 163923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152304 members 
Mstep: Class 2 contains 185481 members 
Entering Unmasked Estep 
Score: -38184648.000000 Penalty: 6314.161621
	Iteration 1F: 3 clusters Score -3.818465e+07 nChanged 12918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141482 members 
Mstep: Class 2 contains 196303 members 
Entering Unmasked Estep 
Score: -38188224.000000 Penalty: 6314.161621
	Iteration 2Q: 3 clusters Score -3.818822e+07 nChanged 17336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125302 members 
Mstep: Class 2 contains 212483 members 
Entering Unmasked Estep 
Score: -38195316.000000 Penalty: 6314.161621
	Iteration 3F: 3 clusters Score -3.819532e+07 nChanged 23299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102417 members 
Mstep: Class 2 contains 235368 members 
Entering Unmasked Estep 
Score: -38208160.000000 Penalty: 6314.161621
	Iteration 4F: 3 clusters Score -3.820816e+07 nChanged 29557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 264727 members 
Entering Unmasked Estep 
Score: -38227044.000000 Penalty: 6314.161621
	Iteration 5F: 3 clusters Score -3.822704e+07 nChanged 30600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 295261 members 
Entering Unmasked Estep 
Score: -38248796.000000 Penalty: 6314.161621
	Iteration 6F: 3 clusters Score -3.82488e+07 nChanged 23144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 318379 members 
Entering Unmasked Estep 
Score: -38264788.000000 Penalty: 6314.161621
	Iteration 7F: 3 clusters Score -3.826479e+07 nChanged 12432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 330799 members 
Entering Unmasked Estep 
Score: -38269552.000000 Penalty: 6314.161621
	Iteration 8Q: 3 clusters Score -3.826955e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 335386 members 
Entering Unmasked Estep 
Score: -38271124.000000 Penalty: 6314.161621
	Iteration 9Q: 3 clusters Score -3.827112e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 336764 members 
Entering Unmasked Estep 
Score: -38271716.000000 Penalty: 6314.161621
	Iteration 10Q: 3 clusters Score -3.827172e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 337173 members 
Entering Unmasked Estep 
Score: -38271996.000000 Penalty: 6314.161621
	Iteration 11Q: 3 clusters Score -3.8272e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 337325 members 
Entering Unmasked Estep 
Score: -38272116.000000 Penalty: 6314.161621
	Iteration 12Q: 3 clusters Score -3.827212e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 337371 members 
Entering Unmasked Estep 
Score: -38272212.000000 Penalty: 6314.161621
	Iteration 13Q: 3 clusters Score -3.827221e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 337394 members 
Entering Unmasked Estep 
Score: -38272236.000000 Penalty: 6314.161621
	Iteration 14Q: 3 clusters Score -3.827224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 337407 members 
Entering Unmasked Estep 
Score: -38272276.000000 Penalty: 6314.161621
	Iteration 15Q: 3 clusters Score -3.827228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 337419 members 
Entering Unmasked Estep 
Score: -38272320.000000 Penalty: 6314.161621
	Iteration 16Q: 3 clusters Score -3.827232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 337422 members 
Entering Unmasked Estep 
Score: -38272324.000000 Penalty: 6314.161621
	Iteration 17Q: 3 clusters Score -3.827232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 337425 members 
Entering Unmasked Estep 
Score: -38272360.000000 Penalty: 6314.161621
	Iteration 18Q: 3 clusters Score -3.827236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 337425 members 
Entering Unmasked Estep 
Score: -38272348.000000 Penalty: 6314.161621
	Iteration 19Q: 3 clusters Score -3.827235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 337428 members 
Entering Unmasked Estep 
Score: -38272356.000000 Penalty: 6314.161621
	Iteration 20F: 3 clusters Score -3.827236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 337429 members 
Entering Unmasked Estep 
Score: -38272372.000000 Penalty: 6314.161621
	Iteration 21Q: 3 clusters Score -3.827237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 337430 members 
Entering Unmasked Estep 
Score: -38272376.000000 Penalty: 6314.161621
	Iteration 22Q: 3 clusters Score -3.827238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 337432 members 
Entering Unmasked Estep 
Score: -38272400.000000 Penalty: 6314.161621
	Iteration 23Q: 3 clusters Score -3.82724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 337433 members 
Entering Unmasked Estep 
Score: -38272380.000000 Penalty: 6314.161621
	Iteration 24Q: 3 clusters Score -3.827238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 337435 members 
Entering Unmasked Estep 
Score: -38272376.000000 Penalty: 6314.161621
	Iteration 25Q: 3 clusters Score -3.827238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 337435 members 
Entering Unmasked Estep 
Score: -38272388.000000 Penalty: 6314.161621
	Iteration 26Q: 3 clusters Score -3.827239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 337435 members 
Entering Unmasked Estep 
Score: -38272388.000000 Penalty: 6314.161621
	Iteration 27F: 3 clusters Score -3.827239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -132812.531250 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -132812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -130738.671875 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -130738.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -131019.609375 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -131019.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -131111.218750 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -131111.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -131145.015625 Penalty: 3512.527344
	Iteration 3Q: 3 clusters Score -131145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -131167.953125 Penalty: 3512.527344
	Iteration 4Q: 3 clusters Score -131168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131181.203125 Penalty: 3512.527344
	Iteration 5Q: 3 clusters Score -131181.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -131189.171875 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -131189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -131194.062500 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -131194.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -131198.968750 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -131199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -131206.593750 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -131206.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -131209.906250 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -131209.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -131213.781250 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -131213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -131218.046875 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -131218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -131221.468750 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -131221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -131223.859375 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -131223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -131225.187500 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -131225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131228.093750 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -131228.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -131231.828125 Penalty: 3512.527344
	Iteration 17Q: 3 clusters Score -131231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131235.312500 Penalty: 3512.527344
	Iteration 18Q: 3 clusters Score -131235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131236.500000 Penalty: 3512.527344
	Iteration 19Q: 3 clusters Score -131236.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131236.500000 Penalty: 3512.527344
	Iteration 20F: 3 clusters Score -131236.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Entering Unmasked Estep 
Score: -4667256.500000 Penalty: 2638.572998
	Iteration 0F: 2 clusters Score -4667256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -4638923.500000 Penalty: 5277.145996
	Iteration 0F: 3 clusters Score -4638924 nChanged 19235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -4649548.500000 Penalty: 5277.145996
	Iteration 1F: 3 clusters Score -4649548 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4650061.500000 Penalty: 5277.145996
	Iteration 2Q: 3 clusters Score -4650062 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -4650527.000000 Penalty: 5277.145996
	Iteration 3Q: 3 clusters Score -4650527 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -4651042.000000 Penalty: 5277.145996
	Iteration 4Q: 3 clusters Score -4651042 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -4651565.000000 Penalty: 5277.145996
	Iteration 5Q: 3 clusters Score -4651565 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -4652150.000000 Penalty: 5277.145996
	Iteration 6Q: 3 clusters Score -4652150 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -4652794.500000 Penalty: 5277.145996
	Iteration 7Q: 3 clusters Score -4652794 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -4653470.500000 Penalty: 5277.145996
	Iteration 8Q: 3 clusters Score -4653470 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -4654100.500000 Penalty: 5277.145996
	Iteration 9Q: 3 clusters Score -4654100 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -4654741.500000 Penalty: 5277.145996
	Iteration 10Q: 3 clusters Score -4654742 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -4655339.500000 Penalty: 5277.145996
	Iteration 11Q: 3 clusters Score -4655340 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -4655902.500000 Penalty: 5277.145996
	Iteration 12Q: 3 clusters Score -4655902 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -4656444.000000 Penalty: 5277.145996
	Iteration 13Q: 3 clusters Score -4656444 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -4657064.500000 Penalty: 5277.145996
	Iteration 14Q: 3 clusters Score -4657064 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -4657626.000000 Penalty: 5277.145996
	Iteration 15Q: 3 clusters Score -4657626 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -4658240.500000 Penalty: 5277.145996
	Iteration 16Q: 3 clusters Score -4658240 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -4658914.000000 Penalty: 5277.145996
	Iteration 17Q: 3 clusters Score -4658914 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -4659592.500000 Penalty: 5277.145996
	Iteration 18Q: 3 clusters Score -4659592 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4660211.500000 Penalty: 5277.145996
	Iteration 19Q: 3 clusters Score -4660212 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -4660817.500000 Penalty: 5277.145996
	Iteration 20F: 3 clusters Score -4660818 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -4661478.000000 Penalty: 5277.145996
	Iteration 21Q: 3 clusters Score -4661478 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -4662012.000000 Penalty: 5277.145996
	Iteration 22Q: 3 clusters Score -4662012 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -4662477.500000 Penalty: 5277.145996
	Iteration 23Q: 3 clusters Score -4662478 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -4662890.000000 Penalty: 5277.145996
	Iteration 24Q: 3 clusters Score -4662890 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -4663252.000000 Penalty: 5277.145996
	Iteration 25Q: 3 clusters Score -4663252 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -4663560.500000 Penalty: 5277.145996
	Iteration 26Q: 3 clusters Score -4663560 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -4663843.000000 Penalty: 5277.145996
	Iteration 27Q: 3 clusters Score -4663843 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -4664058.500000 Penalty: 5277.145996
	Iteration 28Q: 3 clusters Score -4664058 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -4664213.000000 Penalty: 5277.145996
	Iteration 29Q: 3 clusters Score -4664213 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -4664348.500000 Penalty: 5277.145996
	Iteration 30Q: 3 clusters Score -4664348 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -4664477.000000 Penalty: 5277.145996
	Iteration 31Q: 3 clusters Score -4664477 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -4664588.000000 Penalty: 5277.145996
	Iteration 32Q: 3 clusters Score -4664588 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -4664669.500000 Penalty: 5277.145996
	Iteration 33Q: 3 clusters Score -4664670 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -4664742.500000 Penalty: 5277.145996
	Iteration 34Q: 3 clusters Score -4664742 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -4664815.500000 Penalty: 5277.145996
	Iteration 35Q: 3 clusters Score -4664816 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -4664849.500000 Penalty: 5277.145996
	Iteration 36Q: 3 clusters Score -4664850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -4664876.000000 Penalty: 5277.145996
	Iteration 37Q: 3 clusters Score -4664876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -4664909.500000 Penalty: 5277.145996
	Iteration 38Q: 3 clusters Score -4664910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -4664935.000000 Penalty: 5277.145996
	Iteration 39Q: 3 clusters Score -4664935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -4664967.500000 Penalty: 5277.145996
	Iteration 40F: 3 clusters Score -4664968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -4664968.000000 Penalty: 5277.145996
	Iteration 41Q: 3 clusters Score -4664968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -4664980.500000 Penalty: 5277.145996
	Iteration 42Q: 3 clusters Score -4664980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -4664988.000000 Penalty: 5277.145996
	Iteration 43Q: 3 clusters Score -4664988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -4664992.000000 Penalty: 5277.145996
	Iteration 44Q: 3 clusters Score -4664992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -4664991.500000 Penalty: 5277.145996
	Iteration 45Q: 3 clusters Score -4664992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -4664999.000000 Penalty: 5277.145996
	Iteration 46Q: 3 clusters Score -4664999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -4665002.000000 Penalty: 5277.145996
	Iteration 47Q: 3 clusters Score -4665002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -4665011.500000 Penalty: 5277.145996
	Iteration 48Q: 3 clusters Score -4665012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -4665008.000000 Penalty: 5277.145996
	Iteration 49Q: 3 clusters Score -4665008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -4665013.000000 Penalty: 5277.145996
	Iteration 50Q: 3 clusters Score -4665013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -4665021.000000 Penalty: 5277.145996
	Iteration 51Q: 3 clusters Score -4665021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -4665027.500000 Penalty: 5277.145996
	Iteration 52Q: 3 clusters Score -4665028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -4665033.500000 Penalty: 5277.145996
	Iteration 53Q: 3 clusters Score -4665034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -4665036.000000 Penalty: 5277.145996
	Iteration 54Q: 3 clusters Score -4665036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -4665043.000000 Penalty: 5277.145996
	Iteration 55Q: 3 clusters Score -4665043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -4665039.500000 Penalty: 5277.145996
	Iteration 56Q: 3 clusters Score -4665040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -4665038.500000 Penalty: 5277.145996
	Iteration 57Q: 3 clusters Score -4665038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -4665046.000000 Penalty: 5277.145996
	Iteration 58Q: 3 clusters Score -4665046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -4665045.000000 Penalty: 5277.145996
	Iteration 59Q: 3 clusters Score -4665045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -4665045.000000 Penalty: 5277.145996
	Iteration 60F: 3 clusters Score -4665045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Entering Unmasked Estep 
Score: -3817704.250000 Penalty: 2582.196045
	Iteration 0F: 2 clusters Score -3817704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3795044.000000 Penalty: 5164.392090
	Iteration 0F: 3 clusters Score -3795044 nChanged 14996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3802951.750000 Penalty: 5164.392090
	Iteration 1F: 3 clusters Score -3802952 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3803361.250000 Penalty: 5164.392090
	Iteration 2Q: 3 clusters Score -3803361 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3803735.750000 Penalty: 5164.392090
	Iteration 3Q: 3 clusters Score -3803736 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3804106.000000 Penalty: 5164.392090
	Iteration 4Q: 3 clusters Score -3804106 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3804457.000000 Penalty: 5164.392090
	Iteration 5Q: 3 clusters Score -3804457 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3804817.750000 Penalty: 5164.392090
	Iteration 6Q: 3 clusters Score -3804818 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3805233.000000 Penalty: 5164.392090
	Iteration 7Q: 3 clusters Score -3805233 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3805758.750000 Penalty: 5164.392090
	Iteration 8Q: 3 clusters Score -3805759 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3806422.500000 Penalty: 5164.392090
	Iteration 9Q: 3 clusters Score -3806422 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3807355.750000 Penalty: 5164.392090
	Iteration 10Q: 3 clusters Score -3807356 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3808619.750000 Penalty: 5164.392090
	Iteration 11F: 3 clusters Score -3808620 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3810216.250000 Penalty: 5164.392090
	Iteration 12F: 3 clusters Score -3810216 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -3811914.750000 Penalty: 5164.392090
	Iteration 13F: 3 clusters Score -3811915 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3813296.500000 Penalty: 5164.392090
	Iteration 14F: 3 clusters Score -3813296 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3814137.750000 Penalty: 5164.392090
	Iteration 15Q: 3 clusters Score -3814138 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3814612.750000 Penalty: 5164.392090
	Iteration 16Q: 3 clusters Score -3814613 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3814932.750000 Penalty: 5164.392090
	Iteration 17Q: 3 clusters Score -3814933 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -3815124.750000 Penalty: 5164.392090
	Iteration 18Q: 3 clusters Score -3815125 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3815282.500000 Penalty: 5164.392090
	Iteration 19Q: 3 clusters Score -3815282 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3815397.750000 Penalty: 5164.392090
	Iteration 20F: 3 clusters Score -3815398 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3815457.000000 Penalty: 5164.392090
	Iteration 21Q: 3 clusters Score -3815457 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3815532.250000 Penalty: 5164.392090
	Iteration 22Q: 3 clusters Score -3815532 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3815607.500000 Penalty: 5164.392090
	Iteration 23Q: 3 clusters Score -3815608 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -3815654.500000 Penalty: 5164.392090
	Iteration 24Q: 3 clusters Score -3815654 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -3815685.250000 Penalty: 5164.392090
	Iteration 25Q: 3 clusters Score -3815685 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3815718.500000 Penalty: 5164.392090
	Iteration 26Q: 3 clusters Score -3815718 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -3815739.000000 Penalty: 5164.392090
	Iteration 27Q: 3 clusters Score -3815739 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3815750.750000 Penalty: 5164.392090
	Iteration 28Q: 3 clusters Score -3815751 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -3815761.000000 Penalty: 5164.392090
	Iteration 29Q: 3 clusters Score -3815761 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -3815768.000000 Penalty: 5164.392090
	Iteration 30Q: 3 clusters Score -3815768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3815780.000000 Penalty: 5164.392090
	Iteration 31Q: 3 clusters Score -3815780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3815779.000000 Penalty: 5164.392090
	Iteration 32Q: 3 clusters Score -3815779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3815784.500000 Penalty: 5164.392090
	Iteration 33Q: 3 clusters Score -3815784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3815793.250000 Penalty: 5164.392090
	Iteration 34Q: 3 clusters Score -3815793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3815797.250000 Penalty: 5164.392090
	Iteration 35Q: 3 clusters Score -3815797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3815803.250000 Penalty: 5164.392090
	Iteration 36Q: 3 clusters Score -3815803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3815792.250000 Penalty: 5164.392090
	Iteration 37Q: 3 clusters Score -3815792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -3815802.750000 Penalty: 5164.392090
	Iteration 38Q: 3 clusters Score -3815803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3815805.750000 Penalty: 5164.392090
	Iteration 39Q: 3 clusters Score -3815806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3815804.000000 Penalty: 5164.392090
	Iteration 40F: 3 clusters Score -3815804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3815810.250000 Penalty: 5164.392090
	Iteration 41Q: 3 clusters Score -3815810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3815812.000000 Penalty: 5164.392090
	Iteration 42Q: 3 clusters Score -3815812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -3815815.500000 Penalty: 5164.392090
	Iteration 43Q: 3 clusters Score -3815816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -3815810.250000 Penalty: 5164.392090
	Iteration 44Q: 3 clusters Score -3815810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3815812.250000 Penalty: 5164.392090
	Iteration 45Q: 3 clusters Score -3815812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3815820.500000 Penalty: 5164.392090
	Iteration 46Q: 3 clusters Score -3815820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -3815817.750000 Penalty: 5164.392090
	Iteration 47Q: 3 clusters Score -3815818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3815815.500000 Penalty: 5164.392090
	Iteration 48Q: 3 clusters Score -3815816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3815814.750000 Penalty: 5164.392090
	Iteration 49Q: 3 clusters Score -3815815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -3815817.250000 Penalty: 5164.392090
	Iteration 50Q: 3 clusters Score -3815817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -3815817.000000 Penalty: 5164.392090
	Iteration 51Q: 3 clusters Score -3815817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -3815820.000000 Penalty: 5164.392090
	Iteration 52Q: 3 clusters Score -3815820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3815825.500000 Penalty: 5164.392090
	Iteration 53Q: 3 clusters Score -3815826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3815826.000000 Penalty: 5164.392090
	Iteration 54Q: 3 clusters Score -3815826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3815826.000000 Penalty: 5164.392090
	Iteration 55Q: 3 clusters Score -3815826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3815821.750000 Penalty: 5164.392090
	Iteration 56Q: 3 clusters Score -3815822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -3815819.500000 Penalty: 5164.392090
	Iteration 57Q: 3 clusters Score -3815820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3815818.500000 Penalty: 5164.392090
	Iteration 58Q: 3 clusters Score -3815818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3815818.000000 Penalty: 5164.392090
	Iteration 59Q: 3 clusters Score -3815818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3815819.000000 Penalty: 5164.392090
	Iteration 60F: 3 clusters Score -3815819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3815819.250000 Penalty: 5164.392090
	Iteration 61Q: 3 clusters Score -3815819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3815821.750000 Penalty: 5164.392090
	Iteration 62Q: 3 clusters Score -3815822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3815820.000000 Penalty: 5164.392090
	Iteration 63Q: 3 clusters Score -3815820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3815818.750000 Penalty: 5164.392090
	Iteration 64Q: 3 clusters Score -3815819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -3815819.000000 Penalty: 5164.392090
	Iteration 65Q: 3 clusters Score -3815819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3815820.250000 Penalty: 5164.392090
	Iteration 66Q: 3 clusters Score -3815820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3815812.750000 Penalty: 5164.392090
	Iteration 67Q: 3 clusters Score -3815813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -3815813.500000 Penalty: 5164.392090
	Iteration 68Q: 3 clusters Score -3815814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3815818.000000 Penalty: 5164.392090
	Iteration 69Q: 3 clusters Score -3815818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3815816.000000 Penalty: 5164.392090
	Iteration 70Q: 3 clusters Score -3815816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -3815819.250000 Penalty: 5164.392090
	Iteration 71Q: 3 clusters Score -3815819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -3815819.000000 Penalty: 5164.392090
	Iteration 72Q: 3 clusters Score -3815819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -3815817.000000 Penalty: 5164.392090
	Iteration 73Q: 3 clusters Score -3815817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3815820.000000 Penalty: 5164.392090
	Iteration 74Q: 3 clusters Score -3815820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3815819.750000 Penalty: 5164.392090
	Iteration 75Q: 3 clusters Score -3815820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3815819.750000 Penalty: 5164.392090
	Iteration 76F: 3 clusters Score -3815820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Entering Unmasked Estep 
Score: -6246987.000000 Penalty: 2705.512939
	Iteration 0F: 2 clusters Score -6246987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -6210196.000000 Penalty: 5411.025879
	Iteration 0F: 3 clusters Score -6210196 nChanged 25441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -6224251.500000 Penalty: 5411.025879
	Iteration 1F: 3 clusters Score -6224252 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -6224708.000000 Penalty: 5411.025879
	Iteration 2Q: 3 clusters Score -6224708 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -6225107.500000 Penalty: 5411.025879
	Iteration 3Q: 3 clusters Score -6225108 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -6225542.500000 Penalty: 5411.025879
	Iteration 4Q: 3 clusters Score -6225542 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -6225894.500000 Penalty: 5411.025879
	Iteration 5Q: 3 clusters Score -6225894 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -6226301.500000 Penalty: 5411.025879
	Iteration 6Q: 3 clusters Score -6226302 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -6226876.000000 Penalty: 5411.025879
	Iteration 7Q: 3 clusters Score -6226876 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -6227602.500000 Penalty: 5411.025879
	Iteration 8Q: 3 clusters Score -6227602 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -6228507.500000 Penalty: 5411.025879
	Iteration 9Q: 3 clusters Score -6228508 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -6229769.500000 Penalty: 5411.025879
	Iteration 10Q: 3 clusters Score -6229770 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -6231412.000000 Penalty: 5411.025879
	Iteration 11F: 3 clusters Score -6231412 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -6233326.000000 Penalty: 5411.025879
	Iteration 12F: 3 clusters Score -6233326 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -6235213.500000 Penalty: 5411.025879
	Iteration 13F: 3 clusters Score -6235214 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -6236659.000000 Penalty: 5411.025879
	Iteration 14Q: 3 clusters Score -6236659 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -6237452.500000 Penalty: 5411.025879
	Iteration 15Q: 3 clusters Score -6237452 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -6237955.000000 Penalty: 5411.025879
	Iteration 16Q: 3 clusters Score -6237955 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -6238290.500000 Penalty: 5411.025879
	Iteration 17Q: 3 clusters Score -6238290 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -6238666.000000 Penalty: 5411.025879
	Iteration 18Q: 3 clusters Score -6238666 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -6239052.000000 Penalty: 5411.025879
	Iteration 19Q: 3 clusters Score -6239052 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -6239463.500000 Penalty: 5411.025879
	Iteration 20F: 3 clusters Score -6239464 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -6239791.500000 Penalty: 5411.025879
	Iteration 21Q: 3 clusters Score -6239792 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -6240173.500000 Penalty: 5411.025879
	Iteration 22Q: 3 clusters Score -6240174 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -6240536.500000 Penalty: 5411.025879
	Iteration 23Q: 3 clusters Score -6240536 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -6240907.500000 Penalty: 5411.025879
	Iteration 24Q: 3 clusters Score -6240908 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -6241224.500000 Penalty: 5411.025879
	Iteration 25Q: 3 clusters Score -6241224 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -6241531.000000 Penalty: 5411.025879
	Iteration 26Q: 3 clusters Score -6241531 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -6241852.000000 Penalty: 5411.025879
	Iteration 27Q: 3 clusters Score -6241852 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -6242117.500000 Penalty: 5411.025879
	Iteration 28Q: 3 clusters Score -6242118 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -6242389.500000 Penalty: 5411.025879
	Iteration 29Q: 3 clusters Score -6242390 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -6242662.000000 Penalty: 5411.025879
	Iteration 30Q: 3 clusters Score -6242662 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -6242898.000000 Penalty: 5411.025879
	Iteration 31Q: 3 clusters Score -6242898 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -6243127.000000 Penalty: 5411.025879
	Iteration 32Q: 3 clusters Score -6243127 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -6243341.000000 Penalty: 5411.025879
	Iteration 33Q: 3 clusters Score -6243341 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -6243506.000000 Penalty: 5411.025879
	Iteration 34Q: 3 clusters Score -6243506 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -6243657.500000 Penalty: 5411.025879
	Iteration 35Q: 3 clusters Score -6243658 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -6243832.500000 Penalty: 5411.025879
	Iteration 36Q: 3 clusters Score -6243832 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -6243966.000000 Penalty: 5411.025879
	Iteration 37Q: 3 clusters Score -6243966 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -6244040.500000 Penalty: 5411.025879
	Iteration 38Q: 3 clusters Score -6244040 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -6244148.500000 Penalty: 5411.025879
	Iteration 39Q: 3 clusters Score -6244148 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -6244242.500000 Penalty: 5411.025879
	Iteration 40F: 3 clusters Score -6244242 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -6244366.000000 Penalty: 5411.025879
	Iteration 41Q: 3 clusters Score -6244366 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6244441.000000 Penalty: 5411.025879
	Iteration 42Q: 3 clusters Score -6244441 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -6244499.500000 Penalty: 5411.025879
	Iteration 43Q: 3 clusters Score -6244500 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6244548.500000 Penalty: 5411.025879
	Iteration 44Q: 3 clusters Score -6244548 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6244582.500000 Penalty: 5411.025879
	Iteration 45Q: 3 clusters Score -6244582 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -6244623.500000 Penalty: 5411.025879
	Iteration 46Q: 3 clusters Score -6244624 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6244648.500000 Penalty: 5411.025879
	Iteration 47Q: 3 clusters Score -6244648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6244682.000000 Penalty: 5411.025879
	Iteration 48Q: 3 clusters Score -6244682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6244700.000000 Penalty: 5411.025879
	Iteration 49Q: 3 clusters Score -6244700 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6244729.500000 Penalty: 5411.025879
	Iteration 50Q: 3 clusters Score -6244730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6244745.000000 Penalty: 5411.025879
	Iteration 51Q: 3 clusters Score -6244745 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6244761.000000 Penalty: 5411.025879
	Iteration 52Q: 3 clusters Score -6244761 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6244771.500000 Penalty: 5411.025879
	Iteration 53Q: 3 clusters Score -6244772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6244805.500000 Penalty: 5411.025879
	Iteration 54Q: 3 clusters Score -6244806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6244837.500000 Penalty: 5411.025879
	Iteration 55Q: 3 clusters Score -6244838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6244860.000000 Penalty: 5411.025879
	Iteration 56Q: 3 clusters Score -6244860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6244880.500000 Penalty: 5411.025879
	Iteration 57Q: 3 clusters Score -6244880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6244884.500000 Penalty: 5411.025879
	Iteration 58Q: 3 clusters Score -6244884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6244899.000000 Penalty: 5411.025879
	Iteration 59Q: 3 clusters Score -6244899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6244920.500000 Penalty: 5411.025879
	Iteration 60F: 3 clusters Score -6244920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6244934.500000 Penalty: 5411.025879
	Iteration 61Q: 3 clusters Score -6244934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6244932.500000 Penalty: 5411.025879
	Iteration 62Q: 3 clusters Score -6244932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6244937.000000 Penalty: 5411.025879
	Iteration 63Q: 3 clusters Score -6244937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6244947.500000 Penalty: 5411.025879
	Iteration 64Q: 3 clusters Score -6244948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6244959.000000 Penalty: 5411.025879
	Iteration 65Q: 3 clusters Score -6244959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6244963.000000 Penalty: 5411.025879
	Iteration 66Q: 3 clusters Score -6244963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6244965.000000 Penalty: 5411.025879
	Iteration 67Q: 3 clusters Score -6244965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6244976.000000 Penalty: 5411.025879
	Iteration 68Q: 3 clusters Score -6244976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6244975.000000 Penalty: 5411.025879
	Iteration 69Q: 3 clusters Score -6244975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6244973.000000 Penalty: 5411.025879
	Iteration 70Q: 3 clusters Score -6244973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6244974.000000 Penalty: 5411.025879
	Iteration 71Q: 3 clusters Score -6244974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6244973.000000 Penalty: 5411.025879
	Iteration 72Q: 3 clusters Score -6244973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6244974.500000 Penalty: 5411.025879
	Iteration 73Q: 3 clusters Score -6244974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6244971.000000 Penalty: 5411.025879
	Iteration 74Q: 3 clusters Score -6244971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6244974.000000 Penalty: 5411.025879
	Iteration 75Q: 3 clusters Score -6244974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6244969.000000 Penalty: 5411.025879
	Iteration 76Q: 3 clusters Score -6244969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6244971.500000 Penalty: 5411.025879
	Iteration 77Q: 3 clusters Score -6244972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6244975.500000 Penalty: 5411.025879
	Iteration 78Q: 3 clusters Score -6244976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6244974.500000 Penalty: 5411.025879
	Iteration 79Q: 3 clusters Score -6244974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6244973.000000 Penalty: 5411.025879
	Iteration 80F: 3 clusters Score -6244973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6244970.000000 Penalty: 5411.025879
	Iteration 81Q: 3 clusters Score -6244970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6244968.500000 Penalty: 5411.025879
	Iteration 82Q: 3 clusters Score -6244968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6244969.500000 Penalty: 5411.025879
	Iteration 83Q: 3 clusters Score -6244970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6244966.000000 Penalty: 5411.025879
	Iteration 84Q: 3 clusters Score -6244966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6244959.000000 Penalty: 5411.025879
	Iteration 85Q: 3 clusters Score -6244959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6244964.000000 Penalty: 5411.025879
	Iteration 86Q: 3 clusters Score -6244964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6244969.000000 Penalty: 5411.025879
	Iteration 87Q: 3 clusters Score -6244969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6244963.000000 Penalty: 5411.025879
	Iteration 88Q: 3 clusters Score -6244963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6244969.000000 Penalty: 5411.025879
	Iteration 89Q: 3 clusters Score -6244969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6244969.000000 Penalty: 5411.025879
	Iteration 90F: 3 clusters Score -6244969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -120024.820312 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -120024.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -117957.546875 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -117957.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -118660.156250 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -118660.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -119127.398438 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -119127.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -119568.414062 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -119568.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -119893.203125 Penalty: 3543.234375
	Iteration 4F: 3 clusters Score -119893.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -120164.710938 Penalty: 3543.234375
	Iteration 5F: 3 clusters Score -120164.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -120318.117188 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -120318.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -120492.085938 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -120492.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -120715.695312 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -120715.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -120760.187500 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -120760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -120772.578125 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -120772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -120781.500000 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -120781.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -120797.976562 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -120798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -120820.781250 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -120820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -120831.429688 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -120831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120839.125000 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -120839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -120847.734375 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -120847.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -120850.726562 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -120850.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -120865.242188 Penalty: 3543.234375
	Iteration 18F: 3 clusters Score -120865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -120902.039062 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -120902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -120947.796875 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -120947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -120954.664062 Penalty: 3543.234375
	Iteration 21Q: 3 clusters Score -120954.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -120956.429688 Penalty: 3543.234375
	Iteration 22Q: 3 clusters Score -120956.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -120956.429688 Penalty: 3543.234375
	Iteration 23F: 3 clusters Score -120956.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337785 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41748 members 
Mstep: Class 4 contains 33259 members 
Mstep: Class 5 contains 54684 members 
Mstep: Class 6 contains 588 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16658 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43495 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
Score: -70750808.000000 Penalty: 69567.734375
Splitting cluster 6 changes total score from -70751440.000000 to -70750808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -82621.039062 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -82621.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80832.195312 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -80832.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81023.523438 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -81023.52 nChanged 43
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: -81086.507812 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -81086.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81113.882812 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -81113.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81133.070312 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -81133.07 nChanged 6
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: -81141.609375 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -81141.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -81150.875000 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -81150.88 nChanged 9
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: -81163.382812 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -81163.38 nChanged 2
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: -81164.812500 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -81164.81 nChanged 0
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: -81164.812500 Penalty: 3306.179199
	Iteration 9F: 3 clusters Score -81164.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Entering Unmasked Estep 
Score: -5495087.000000 Penalty: 2672.586426
	Iteration 0F: 2 clusters Score -5495087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -5462727.000000 Penalty: 5345.172852
	Iteration 0F: 3 clusters Score -5462727 nChanged 22091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -5475292.000000 Penalty: 5345.172852
	Iteration 1F: 3 clusters Score -5475292 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -5475983.000000 Penalty: 5345.172852
	Iteration 2Q: 3 clusters Score -5475983 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -5476683.000000 Penalty: 5345.172852
	Iteration 3Q: 3 clusters Score -5476683 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -5477532.000000 Penalty: 5345.172852
	Iteration 4Q: 3 clusters Score -5477532 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -5478546.000000 Penalty: 5345.172852
	Iteration 5Q: 3 clusters Score -5478546 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -5479710.500000 Penalty: 5345.172852
	Iteration 6Q: 3 clusters Score -5479710 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -5481100.000000 Penalty: 5345.172852
	Iteration 7F: 3 clusters Score -5481100 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -5482793.500000 Penalty: 5345.172852
	Iteration 8F: 3 clusters Score -5482794 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -5484374.000000 Penalty: 5345.172852
	Iteration 9F: 3 clusters Score -5484374 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -5485474.000000 Penalty: 5345.172852
	Iteration 10Q: 3 clusters Score -5485474 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -5486114.000000 Penalty: 5345.172852
	Iteration 11Q: 3 clusters Score -5486114 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -5486450.500000 Penalty: 5345.172852
	Iteration 12Q: 3 clusters Score -5486450 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -5486720.500000 Penalty: 5345.172852
	Iteration 13Q: 3 clusters Score -5486720 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -5486962.500000 Penalty: 5345.172852
	Iteration 14Q: 3 clusters Score -5486962 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -5487274.000000 Penalty: 5345.172852
	Iteration 15Q: 3 clusters Score -5487274 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -5487682.000000 Penalty: 5345.172852
	Iteration 16Q: 3 clusters Score -5487682 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -5488151.500000 Penalty: 5345.172852
	Iteration 17Q: 3 clusters Score -5488152 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -5488679.000000 Penalty: 5345.172852
	Iteration 18Q: 3 clusters Score -5488679 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -5489219.500000 Penalty: 5345.172852
	Iteration 19Q: 3 clusters Score -5489220 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -5489592.500000 Penalty: 5345.172852
	Iteration 20F: 3 clusters Score -5489592 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -5489924.000000 Penalty: 5345.172852
	Iteration 21Q: 3 clusters Score -5489924 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -5490120.500000 Penalty: 5345.172852
	Iteration 22Q: 3 clusters Score -5490120 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -5490324.000000 Penalty: 5345.172852
	Iteration 23Q: 3 clusters Score -5490324 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -5490482.000000 Penalty: 5345.172852
	Iteration 24Q: 3 clusters Score -5490482 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -5490626.500000 Penalty: 5345.172852
	Iteration 25Q: 3 clusters Score -5490626 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -5490763.500000 Penalty: 5345.172852
	Iteration 26Q: 3 clusters Score -5490764 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -5490885.000000 Penalty: 5345.172852
	Iteration 27Q: 3 clusters Score -5490885 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -5490971.500000 Penalty: 5345.172852
	Iteration 28Q: 3 clusters Score -5490972 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -5491110.000000 Penalty: 5345.172852
	Iteration 29Q: 3 clusters Score -5491110 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -5491320.500000 Penalty: 5345.172852
	Iteration 30Q: 3 clusters Score -5491320 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -5491480.000000 Penalty: 5345.172852
	Iteration 31Q: 3 clusters Score -5491480 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -5491633.000000 Penalty: 5345.172852
	Iteration 32Q: 3 clusters Score -5491633 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -5491803.500000 Penalty: 5345.172852
	Iteration 33Q: 3 clusters Score -5491804 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -5491990.500000 Penalty: 5345.172852
	Iteration 34Q: 3 clusters Score -5491990 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -5492102.000000 Penalty: 5345.172852
	Iteration 35Q: 3 clusters Score -5492102 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -5492240.000000 Penalty: 5345.172852
	Iteration 36Q: 3 clusters Score -5492240 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -5492362.500000 Penalty: 5345.172852
	Iteration 37Q: 3 clusters Score -5492362 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -5492476.000000 Penalty: 5345.172852
	Iteration 38Q: 3 clusters Score -5492476 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -5492522.500000 Penalty: 5345.172852
	Iteration 39Q: 3 clusters Score -5492522 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -5492740.500000 Penalty: 5345.172852
	Iteration 40F: 3 clusters Score -5492740 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -5492886.000000 Penalty: 5345.172852
	Iteration 41Q: 3 clusters Score -5492886 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -5492982.000000 Penalty: 5345.172852
	Iteration 42Q: 3 clusters Score -5492982 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -5493035.500000 Penalty: 5345.172852
	Iteration 43Q: 3 clusters Score -5493036 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -5493069.500000 Penalty: 5345.172852
	Iteration 44Q: 3 clusters Score -5493070 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -5493112.000000 Penalty: 5345.172852
	Iteration 45Q: 3 clusters Score -5493112 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -5493160.000000 Penalty: 5345.172852
	Iteration 46Q: 3 clusters Score -5493160 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -5493145.000000 Penalty: 5345.172852
	Iteration 47Q: 3 clusters Score -5493145 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -5493176.500000 Penalty: 5345.172852
	Iteration 48Q: 3 clusters Score -5493176 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -5493199.000000 Penalty: 5345.172852
	Iteration 49Q: 3 clusters Score -5493199 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -5493199.500000 Penalty: 5345.172852
	Iteration 50Q: 3 clusters Score -5493200 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -5493212.500000 Penalty: 5345.172852
	Iteration 51Q: 3 clusters Score -5493212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -5493226.500000 Penalty: 5345.172852
	Iteration 52Q: 3 clusters Score -5493226 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -5493228.500000 Penalty: 5345.172852
	Iteration 53Q: 3 clusters Score -5493228 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -5493258.000000 Penalty: 5345.172852
	Iteration 54Q: 3 clusters Score -5493258 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -5493255.000000 Penalty: 5345.172852
	Iteration 55Q: 3 clusters Score -5493255 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5493275.500000 Penalty: 5345.172852
	Iteration 56Q: 3 clusters Score -5493276 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -5493290.000000 Penalty: 5345.172852
	Iteration 57Q: 3 clusters Score -5493290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -5493287.000000 Penalty: 5345.172852
	Iteration 58Q: 3 clusters Score -5493287 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -5493281.500000 Penalty: 5345.172852
	Iteration 59Q: 3 clusters Score -5493282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -5493294.500000 Penalty: 5345.172852
	Iteration 60F: 3 clusters Score -5493294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5493307.500000 Penalty: 5345.172852
	Iteration 61Q: 3 clusters Score -5493308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -5493290.000000 Penalty: 5345.172852
	Iteration 62Q: 3 clusters Score -5493290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -5493286.000000 Penalty: 5345.172852
	Iteration 63Q: 3 clusters Score -5493286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -5493304.500000 Penalty: 5345.172852
	Iteration 64Q: 3 clusters Score -5493304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -5493292.000000 Penalty: 5345.172852
	Iteration 65Q: 3 clusters Score -5493292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -5493292.500000 Penalty: 5345.172852
	Iteration 66Q: 3 clusters Score -5493292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -5493287.000000 Penalty: 5345.172852
	Iteration 67Q: 3 clusters Score -5493287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -5493297.000000 Penalty: 5345.172852
	Iteration 68Q: 3 clusters Score -5493297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -5493294.500000 Penalty: 5345.172852
	Iteration 69Q: 3 clusters Score -5493294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -5493301.000000 Penalty: 5345.172852
	Iteration 70Q: 3 clusters Score -5493301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -5493308.000000 Penalty: 5345.172852
	Iteration 71Q: 3 clusters Score -5493308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -5493298.500000 Penalty: 5345.172852
	Iteration 72Q: 3 clusters Score -5493298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5493301.500000 Penalty: 5345.172852
	Iteration 73Q: 3 clusters Score -5493302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -5493308.000000 Penalty: 5345.172852
	Iteration 74Q: 3 clusters Score -5493308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -5493305.500000 Penalty: 5345.172852
	Iteration 75Q: 3 clusters Score -5493306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -5493305.000000 Penalty: 5345.172852
	Iteration 76Q: 3 clusters Score -5493305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -5493298.000000 Penalty: 5345.172852
	Iteration 77Q: 3 clusters Score -5493298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -5493307.500000 Penalty: 5345.172852
	Iteration 78Q: 3 clusters Score -5493308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -5493302.500000 Penalty: 5345.172852
	Iteration 79Q: 3 clusters Score -5493302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -5493300.000000 Penalty: 5345.172852
	Iteration 80F: 3 clusters Score -5493300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5493301.000000 Penalty: 5345.172852
	Iteration 81Q: 3 clusters Score -5493301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -5493308.500000 Penalty: 5345.172852
	Iteration 82Q: 3 clusters Score -5493308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -5493311.500000 Penalty: 5345.172852
	Iteration 83Q: 3 clusters Score -5493312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -5493317.000000 Penalty: 5345.172852
	Iteration 84Q: 3 clusters Score -5493317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -5493317.000000 Penalty: 5345.172852
	Iteration 85Q: 3 clusters Score -5493317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -5493310.500000 Penalty: 5345.172852
	Iteration 86Q: 3 clusters Score -5493310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -5493307.500000 Penalty: 5345.172852
	Iteration 87Q: 3 clusters Score -5493308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5493309.500000 Penalty: 5345.172852
	Iteration 88Q: 3 clusters Score -5493310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -5493304.000000 Penalty: 5345.172852
	Iteration 89Q: 3 clusters Score -5493304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -5493308.500000 Penalty: 5345.172852
	Iteration 90Q: 3 clusters Score -5493308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -5493307.500000 Penalty: 5345.172852
	Iteration 91Q: 3 clusters Score -5493308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -5493308.000000 Penalty: 5345.172852
	Iteration 92Q: 3 clusters Score -5493308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -5493306.500000 Penalty: 5345.172852
	Iteration 93Q: 3 clusters Score -5493306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -5493312.500000 Penalty: 5345.172852
	Iteration 94Q: 3 clusters Score -5493312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -5493320.000000 Penalty: 5345.172852
	Iteration 95Q: 3 clusters Score -5493320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -5493318.500000 Penalty: 5345.172852
	Iteration 96Q: 3 clusters Score -5493318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -5493319.000000 Penalty: 5345.172852
	Iteration 97Q: 3 clusters Score -5493319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -5493319.000000 Penalty: 5345.172852
	Iteration 98Q: 3 clusters Score -5493319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -5493323.500000 Penalty: 5345.172852
	Iteration 99Q: 3 clusters Score -5493324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -5493318.500000 Penalty: 5345.172852
	Iteration 100F: 3 clusters Score -5493318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -5493323.500000 Penalty: 5345.172852
	Iteration 101Q: 3 clusters Score -5493324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -5493319.500000 Penalty: 5345.172852
	Iteration 102Q: 3 clusters Score -5493320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -5493316.000000 Penalty: 5345.172852
	Iteration 103Q: 3 clusters Score -5493316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -5493316.000000 Penalty: 5345.172852
	Iteration 104F: 3 clusters Score -5493316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -128077.835938 Penalty: 1784.220337
	Iteration 0F: 2 clusters Score -128077.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -125980.882812 Penalty: 3568.440674
	Iteration 0F: 3 clusters Score -125980.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -126504.851562 Penalty: 3568.440674
	Iteration 1F: 3 clusters Score -126504.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -126908.289062 Penalty: 3568.440674
	Iteration 2F: 3 clusters Score -126908.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -127597.140625 Penalty: 3568.440674
	Iteration 3F: 3 clusters Score -127597.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -128319.742188 Penalty: 3568.440674
	Iteration 4F: 3 clusters Score -128319.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -128515.148438 Penalty: 3568.440674
	Iteration 5F: 3 clusters Score -128515.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128723.476562 Penalty: 3568.440674
	Iteration 6Q: 3 clusters Score -128723.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -128827.859375 Penalty: 3568.440674
	Iteration 7Q: 3 clusters Score -128827.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -128905.070312 Penalty: 3568.440674
	Iteration 8Q: 3 clusters Score -128905.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -128936.445312 Penalty: 3568.440674
	Iteration 9Q: 3 clusters Score -128936.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -128944.890625 Penalty: 3568.440674
	Iteration 10Q: 3 clusters Score -128944.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -128948.460938 Penalty: 3568.440674
	Iteration 11Q: 3 clusters Score -128948.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -128948.460938 Penalty: 3568.440674
	Iteration 12F: 3 clusters Score -128948.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 337785 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41748 members 
Mstep: Class 4 contains 33259 members 
Mstep: Class 5 contains 54684 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 16658 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 43495 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 510 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 871 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
Score: -70750696.000000 Penalty: 69567.734375
Splitting cluster 9 changes total score from -70751440.000000 to -70750696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (19788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Entering Unmasked Estep 
Score: -2287700.000000 Penalty: 2453.422119
	Iteration 0F: 2 clusters Score -2287700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2273656.750000 Penalty: 4906.844238
	Iteration 0F: 3 clusters Score -2273657 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2278371.500000 Penalty: 4906.844238
	Iteration 1F: 3 clusters Score -2278372 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2278951.250000 Penalty: 4906.844238
	Iteration 2F: 3 clusters Score -2278951 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2279637.500000 Penalty: 4906.844238
	Iteration 3F: 3 clusters Score -2279638 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2280533.750000 Penalty: 4906.844238
	Iteration 4F: 3 clusters Score -2280534 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2281760.750000 Penalty: 4906.844238
	Iteration 5F: 3 clusters Score -2281761 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2283105.750000 Penalty: 4906.844238
	Iteration 6F: 3 clusters Score -2283106 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2284246.750000 Penalty: 4906.844238
	Iteration 7F: 3 clusters Score -2284247 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2285050.500000 Penalty: 4906.844238
	Iteration 8Q: 3 clusters Score -2285050 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2285443.000000 Penalty: 4906.844238
	Iteration 9Q: 3 clusters Score -2285443 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2285621.500000 Penalty: 4906.844238
	Iteration 10Q: 3 clusters Score -2285622 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2285729.000000 Penalty: 4906.844238
	Iteration 11Q: 3 clusters Score -2285729 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2285784.750000 Penalty: 4906.844238
	Iteration 12Q: 3 clusters Score -2285785 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2285822.250000 Penalty: 4906.844238
	Iteration 13Q: 3 clusters Score -2285822 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2285856.250000 Penalty: 4906.844238
	Iteration 14Q: 3 clusters Score -2285856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2285878.500000 Penalty: 4906.844238
	Iteration 15Q: 3 clusters Score -2285878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2285905.000000 Penalty: 4906.844238
	Iteration 16Q: 3 clusters Score -2285905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2285922.000000 Penalty: 4906.844238
	Iteration 17Q: 3 clusters Score -2285922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2285930.250000 Penalty: 4906.844238
	Iteration 18Q: 3 clusters Score -2285930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2285939.250000 Penalty: 4906.844238
	Iteration 19Q: 3 clusters Score -2285939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2285943.000000 Penalty: 4906.844238
	Iteration 20F: 3 clusters Score -2285943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2285952.250000 Penalty: 4906.844238
	Iteration 21Q: 3 clusters Score -2285952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2285948.000000 Penalty: 4906.844238
	Iteration 22Q: 3 clusters Score -2285948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2285951.500000 Penalty: 4906.844238
	Iteration 23Q: 3 clusters Score -2285952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2285953.500000 Penalty: 4906.844238
	Iteration 24Q: 3 clusters Score -2285954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2285955.000000 Penalty: 4906.844238
	Iteration 25Q: 3 clusters Score -2285955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2285961.000000 Penalty: 4906.844238
	Iteration 26Q: 3 clusters Score -2285961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2285962.000000 Penalty: 4906.844238
	Iteration 27Q: 3 clusters Score -2285962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2285963.750000 Penalty: 4906.844238
	Iteration 28Q: 3 clusters Score -2285964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2285967.000000 Penalty: 4906.844238
	Iteration 29Q: 3 clusters Score -2285967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2285969.250000 Penalty: 4906.844238
	Iteration 30Q: 3 clusters Score -2285969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2285975.250000 Penalty: 4906.844238
	Iteration 31Q: 3 clusters Score -2285975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2285981.750000 Penalty: 4906.844238
	Iteration 32Q: 3 clusters Score -2285982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2285982.250000 Penalty: 4906.844238
	Iteration 33Q: 3 clusters Score -2285982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2285983.250000 Penalty: 4906.844238
	Iteration 34Q: 3 clusters Score -2285983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2285985.250000 Penalty: 4906.844238
	Iteration 35Q: 3 clusters Score -2285985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2285983.000000 Penalty: 4906.844238
	Iteration 36Q: 3 clusters Score -2285983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2285988.750000 Penalty: 4906.844238
	Iteration 37Q: 3 clusters Score -2285989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2285987.250000 Penalty: 4906.844238
	Iteration 38Q: 3 clusters Score -2285987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2285983.000000 Penalty: 4906.844238
	Iteration 39Q: 3 clusters Score -2285983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2285985.250000 Penalty: 4906.844238
	Iteration 40F: 3 clusters Score -2285985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Entering Unmasked Estep 
Score: -860219.000000 Penalty: 2210.860596
	Iteration 0F: 2 clusters Score -860219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -854132.187500 Penalty: 4421.721191
	Iteration 0F: 3 clusters Score -854132.2 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -855737.375000 Penalty: 4421.721191
	Iteration 1F: 3 clusters Score -855737.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -855986.500000 Penalty: 4421.721191
	Iteration 2F: 3 clusters Score -855986.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -856190.625000 Penalty: 4421.721191
	Iteration 3F: 3 clusters Score -856190.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -856375.312500 Penalty: 4421.721191
	Iteration 4Q: 3 clusters Score -856375.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -856558.562500 Penalty: 4421.721191
	Iteration 5Q: 3 clusters Score -856558.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -856757.750000 Penalty: 4421.721191
	Iteration 6Q: 3 clusters Score -856757.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -856945.687500 Penalty: 4421.721191
	Iteration 7Q: 3 clusters Score -856945.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -857127.750000 Penalty: 4421.721191
	Iteration 8Q: 3 clusters Score -857127.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -857323.125000 Penalty: 4421.721191
	Iteration 9Q: 3 clusters Score -857323.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -857561.312500 Penalty: 4421.721191
	Iteration 10Q: 3 clusters Score -857561.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -857793.750000 Penalty: 4421.721191
	Iteration 11Q: 3 clusters Score -857793.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -857963.562500 Penalty: 4421.721191
	Iteration 12Q: 3 clusters Score -857963.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -858132.000000 Penalty: 4421.721191
	Iteration 13Q: 3 clusters Score -858132 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -858267.562500 Penalty: 4421.721191
	Iteration 14Q: 3 clusters Score -858267.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -858334.062500 Penalty: 4421.721191
	Iteration 15Q: 3 clusters Score -858334.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -858380.625000 Penalty: 4421.721191
	Iteration 16Q: 3 clusters Score -858380.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -858405.937500 Penalty: 4421.721191
	Iteration 17Q: 3 clusters Score -858405.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -858418.125000 Penalty: 4421.721191
	Iteration 18Q: 3 clusters Score -858418.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -858424.187500 Penalty: 4421.721191
	Iteration 19Q: 3 clusters Score -858424.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -858432.000000 Penalty: 4421.721191
	Iteration 20F: 3 clusters Score -858432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -858438.187500 Penalty: 4421.721191
	Iteration 21Q: 3 clusters Score -858438.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -858444.312500 Penalty: 4421.721191
	Iteration 22Q: 3 clusters Score -858444.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -858445.937500 Penalty: 4421.721191
	Iteration 23Q: 3 clusters Score -858445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -858448.312500 Penalty: 4421.721191
	Iteration 24Q: 3 clusters Score -858448.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -858449.437500 Penalty: 4421.721191
	Iteration 25Q: 3 clusters Score -858449.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -858454.000000 Penalty: 4421.721191
	Iteration 26Q: 3 clusters Score -858454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -858457.500000 Penalty: 4421.721191
	Iteration 27Q: 3 clusters Score -858457.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -858459.312500 Penalty: 4421.721191
	Iteration 28Q: 3 clusters Score -858459.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -858461.750000 Penalty: 4421.721191
	Iteration 29Q: 3 clusters Score -858461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -858464.812500 Penalty: 4421.721191
	Iteration 30Q: 3 clusters Score -858464.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -858466.250000 Penalty: 4421.721191
	Iteration 31Q: 3 clusters Score -858466.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -858468.875000 Penalty: 4421.721191
	Iteration 32Q: 3 clusters Score -858468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -858470.000000 Penalty: 4421.721191
	Iteration 33Q: 3 clusters Score -858470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -858470.312500 Penalty: 4421.721191
	Iteration 34Q: 3 clusters Score -858470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -858470.750000 Penalty: 4421.721191
	Iteration 35Q: 3 clusters Score -858470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -858470.750000 Penalty: 4421.721191
	Iteration 36F: 3 clusters Score -858470.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Entering Unmasked Estep 
Score: -1930057.375000 Penalty: 2410.720215
	Iteration 0F: 2 clusters Score -1930057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1918248.250000 Penalty: 4821.440430
	Iteration 0F: 3 clusters Score -1918248 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1921922.000000 Penalty: 4821.440430
	Iteration 1F: 3 clusters Score -1921922 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1922209.250000 Penalty: 4821.440430
	Iteration 2F: 3 clusters Score -1922209 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1922423.000000 Penalty: 4821.440430
	Iteration 3Q: 3 clusters Score -1922423 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1922583.250000 Penalty: 4821.440430
	Iteration 4Q: 3 clusters Score -1922583 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1922747.500000 Penalty: 4821.440430
	Iteration 5Q: 3 clusters Score -1922748 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1922895.000000 Penalty: 4821.440430
	Iteration 6Q: 3 clusters Score -1922895 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1923046.875000 Penalty: 4821.440430
	Iteration 7Q: 3 clusters Score -1923047 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1923233.250000 Penalty: 4821.440430
	Iteration 8Q: 3 clusters Score -1923233 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1923439.125000 Penalty: 4821.440430
	Iteration 9Q: 3 clusters Score -1923439 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1923705.125000 Penalty: 4821.440430
	Iteration 10Q: 3 clusters Score -1923705 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1924078.750000 Penalty: 4821.440430
	Iteration 11Q: 3 clusters Score -1924079 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1924628.125000 Penalty: 4821.440430
	Iteration 12F: 3 clusters Score -1924628 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1925326.500000 Penalty: 4821.440430
	Iteration 13F: 3 clusters Score -1925326 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1926077.625000 Penalty: 4821.440430
	Iteration 14F: 3 clusters Score -1926078 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1926721.500000 Penalty: 4821.440430
	Iteration 15Q: 3 clusters Score -1926722 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1927213.375000 Penalty: 4821.440430
	Iteration 16Q: 3 clusters Score -1927213 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1927531.875000 Penalty: 4821.440430
	Iteration 17Q: 3 clusters Score -1927532 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1927682.125000 Penalty: 4821.440430
	Iteration 18Q: 3 clusters Score -1927682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1927786.000000 Penalty: 4821.440430
	Iteration 19Q: 3 clusters Score -1927786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1927850.375000 Penalty: 4821.440430
	Iteration 20F: 3 clusters Score -1927850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1927894.625000 Penalty: 4821.440430
	Iteration 21Q: 3 clusters Score -1927895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1927921.750000 Penalty: 4821.440430
	Iteration 22Q: 3 clusters Score -1927922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1927938.125000 Penalty: 4821.440430
	Iteration 23Q: 3 clusters Score -1927938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1927955.375000 Penalty: 4821.440430
	Iteration 24Q: 3 clusters Score -1927955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1927972.375000 Penalty: 4821.440430
	Iteration 25Q: 3 clusters Score -1927972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1927978.250000 Penalty: 4821.440430
	Iteration 26Q: 3 clusters Score -1927978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1927979.875000 Penalty: 4821.440430
	Iteration 27Q: 3 clusters Score -1927980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1927980.125000 Penalty: 4821.440430
	Iteration 28Q: 3 clusters Score -1927980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1927980.125000 Penalty: 4821.440430
	Iteration 29F: 3 clusters Score -1927980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Entering Unmasked Estep 
Score: -141739.406250 Penalty: 1777.616577
	Iteration 0F: 2 clusters Score -141739.4 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 674 members 
Entering Unmasked Estep 
Score: -139578.312500 Penalty: 3555.233154
	Iteration 0F: 3 clusters Score -139578.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -139917.421875 Penalty: 3555.233154
	Iteration 1F: 3 clusters Score -139917.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -140040.984375 Penalty: 3555.233154
	Iteration 2F: 3 clusters Score -140041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -140098.796875 Penalty: 3555.233154
	Iteration 3Q: 3 clusters Score -140098.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -140136.765625 Penalty: 3555.233154
	Iteration 4Q: 3 clusters Score -140136.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -140177.625000 Penalty: 3555.233154
	Iteration 5Q: 3 clusters Score -140177.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -140236.125000 Penalty: 3555.233154
	Iteration 6Q: 3 clusters Score -140236.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -140294.421875 Penalty: 3555.233154
	Iteration 7Q: 3 clusters Score -140294.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -140348.406250 Penalty: 3555.233154
	Iteration 8Q: 3 clusters Score -140348.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -140397.140625 Penalty: 3555.233154
	Iteration 9Q: 3 clusters Score -140397.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -140426.593750 Penalty: 3555.233154
	Iteration 10Q: 3 clusters Score -140426.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -140448.406250 Penalty: 3555.233154
	Iteration 11Q: 3 clusters Score -140448.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -140468.984375 Penalty: 3555.233154
	Iteration 12Q: 3 clusters Score -140469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -140479.359375 Penalty: 3555.233154
	Iteration 13Q: 3 clusters Score -140479.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -140486.781250 Penalty: 3555.233154
	Iteration 14Q: 3 clusters Score -140486.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -140495.218750 Penalty: 3555.233154
	Iteration 15Q: 3 clusters Score -140495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -140501.703125 Penalty: 3555.233154
	Iteration 16Q: 3 clusters Score -140501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -140505.343750 Penalty: 3555.233154
	Iteration 17Q: 3 clusters Score -140505.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -140508.500000 Penalty: 3555.233154
	Iteration 18Q: 3 clusters Score -140508.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -140512.656250 Penalty: 3555.233154
	Iteration 19Q: 3 clusters Score -140512.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -140514.750000 Penalty: 3555.233154
	Iteration 20F: 3 clusters Score -140514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -140515.718750 Penalty: 3555.233154
	Iteration 21Q: 3 clusters Score -140515.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -140517.265625 Penalty: 3555.233154
	Iteration 22Q: 3 clusters Score -140517.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -140519.734375 Penalty: 3555.233154
	Iteration 23Q: 3 clusters Score -140519.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -140521.437500 Penalty: 3555.233154
	Iteration 24Q: 3 clusters Score -140521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -140525.109375 Penalty: 3555.233154
	Iteration 25Q: 3 clusters Score -140525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -140527.796875 Penalty: 3555.233154
	Iteration 26Q: 3 clusters Score -140527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -140529.765625 Penalty: 3555.233154
	Iteration 27Q: 3 clusters Score -140529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -140530.765625 Penalty: 3555.233154
	Iteration 28Q: 3 clusters Score -140530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -140531.171875 Penalty: 3555.233154
	Iteration 29Q: 3 clusters Score -140531.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -140531.171875 Penalty: 3555.233154
	Iteration 30F: 3 clusters Score -140531.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Entering Unmasked Estep 
Score: -4990438.500000 Penalty: 2648.739502
	Iteration 0F: 2 clusters Score -4990438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4960922.000000 Penalty: 5297.479004
	Iteration 0F: 3 clusters Score -4960922 nChanged 20000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -4972453.000000 Penalty: 5297.479004
	Iteration 1F: 3 clusters Score -4972453 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -4973478.500000 Penalty: 5297.479004
	Iteration 2F: 3 clusters Score -4973478 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -4974910.000000 Penalty: 5297.479004
	Iteration 3F: 3 clusters Score -4974910 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -4976717.500000 Penalty: 5297.479004
	Iteration 4F: 3 clusters Score -4976718 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -4979156.000000 Penalty: 5297.479004
	Iteration 5F: 3 clusters Score -4979156 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -4981799.000000 Penalty: 5297.479004
	Iteration 6F: 3 clusters Score -4981799 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -4984386.500000 Penalty: 5297.479004
	Iteration 7F: 3 clusters Score -4984386 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -4986181.500000 Penalty: 5297.479004
	Iteration 8Q: 3 clusters Score -4986182 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -4987009.500000 Penalty: 5297.479004
	Iteration 9Q: 3 clusters Score -4987010 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -4987337.000000 Penalty: 5297.479004
	Iteration 10Q: 3 clusters Score -4987337 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -4987576.500000 Penalty: 5297.479004
	Iteration 11Q: 3 clusters Score -4987576 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -4987768.500000 Penalty: 5297.479004
	Iteration 12Q: 3 clusters Score -4987768 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4987876.000000 Penalty: 5297.479004
	Iteration 13Q: 3 clusters Score -4987876 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4987980.500000 Penalty: 5297.479004
	Iteration 14Q: 3 clusters Score -4987980 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4988047.500000 Penalty: 5297.479004
	Iteration 15Q: 3 clusters Score -4988048 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -4988144.000000 Penalty: 5297.479004
	Iteration 16Q: 3 clusters Score -4988144 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -4988213.000000 Penalty: 5297.479004
	Iteration 17Q: 3 clusters Score -4988213 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -4988271.500000 Penalty: 5297.479004
	Iteration 18Q: 3 clusters Score -4988272 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4988296.500000 Penalty: 5297.479004
	Iteration 19Q: 3 clusters Score -4988296 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4988316.000000 Penalty: 5297.479004
	Iteration 20F: 3 clusters Score -4988316 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4988361.000000 Penalty: 5297.479004
	Iteration 21Q: 3 clusters Score -4988361 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4988390.000000 Penalty: 5297.479004
	Iteration 22Q: 3 clusters Score -4988390 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4988413.500000 Penalty: 5297.479004
	Iteration 23Q: 3 clusters Score -4988414 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4988444.000000 Penalty: 5297.479004
	Iteration 24Q: 3 clusters Score -4988444 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4988466.000000 Penalty: 5297.479004
	Iteration 25Q: 3 clusters Score -4988466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4988468.500000 Penalty: 5297.479004
	Iteration 26Q: 3 clusters Score -4988468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4988489.500000 Penalty: 5297.479004
	Iteration 27Q: 3 clusters Score -4988490 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4988494.500000 Penalty: 5297.479004
	Iteration 28Q: 3 clusters Score -4988494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4988512.500000 Penalty: 5297.479004
	Iteration 29Q: 3 clusters Score -4988512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4988520.000000 Penalty: 5297.479004
	Iteration 30Q: 3 clusters Score -4988520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4988537.000000 Penalty: 5297.479004
	Iteration 31Q: 3 clusters Score -4988537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4988538.000000 Penalty: 5297.479004
	Iteration 32Q: 3 clusters Score -4988538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4988559.500000 Penalty: 5297.479004
	Iteration 33Q: 3 clusters Score -4988560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4988558.500000 Penalty: 5297.479004
	Iteration 34Q: 3 clusters Score -4988558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4988564.500000 Penalty: 5297.479004
	Iteration 35Q: 3 clusters Score -4988564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4988566.000000 Penalty: 5297.479004
	Iteration 36Q: 3 clusters Score -4988566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4988575.500000 Penalty: 5297.479004
	Iteration 37Q: 3 clusters Score -4988576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4988578.000000 Penalty: 5297.479004
	Iteration 38Q: 3 clusters Score -4988578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4988579.500000 Penalty: 5297.479004
	Iteration 39Q: 3 clusters Score -4988580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4988586.500000 Penalty: 5297.479004
	Iteration 40F: 3 clusters Score -4988586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4988596.000000 Penalty: 5297.479004
	Iteration 41Q: 3 clusters Score -4988596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4988590.000000 Penalty: 5297.479004
	Iteration 42Q: 3 clusters Score -4988590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4988587.500000 Penalty: 5297.479004
	Iteration 43Q: 3 clusters Score -4988588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4988591.500000 Penalty: 5297.479004
	Iteration 44Q: 3 clusters Score -4988592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4988592.000000 Penalty: 5297.479004
	Iteration 45Q: 3 clusters Score -4988592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4988588.000000 Penalty: 5297.479004
	Iteration 46Q: 3 clusters Score -4988588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4988586.500000 Penalty: 5297.479004
	Iteration 47Q: 3 clusters Score -4988586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4988583.500000 Penalty: 5297.479004
	Iteration 48Q: 3 clusters Score -4988584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4988586.500000 Penalty: 5297.479004
	Iteration 49Q: 3 clusters Score -4988586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4988592.500000 Penalty: 5297.479004
	Iteration 50Q: 3 clusters Score -4988592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4988592.000000 Penalty: 5297.479004
	Iteration 51Q: 3 clusters Score -4988592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4988592.000000 Penalty: 5297.479004
	Iteration 52F: 3 clusters Score -4988592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Entering Unmasked Estep 
Score: -368789.343750 Penalty: 2008.463501
	Iteration 0F: 2 clusters Score -368789.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -365370.468750 Penalty: 4016.927002
	Iteration 0F: 3 clusters Score -365370.5 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -366103.750000 Penalty: 4016.927002
	Iteration 1F: 3 clusters Score -366103.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -366270.156250 Penalty: 4016.927002
	Iteration 2F: 3 clusters Score -366270.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -366354.531250 Penalty: 4016.927002
	Iteration 3Q: 3 clusters Score -366354.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -366413.562500 Penalty: 4016.927002
	Iteration 4Q: 3 clusters Score -366413.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -366452.750000 Penalty: 4016.927002
	Iteration 5Q: 3 clusters Score -366452.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -366480.500000 Penalty: 4016.927002
	Iteration 6Q: 3 clusters Score -366480.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -366500.406250 Penalty: 4016.927002
	Iteration 7Q: 3 clusters Score -366500.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -366513.593750 Penalty: 4016.927002
	Iteration 8Q: 3 clusters Score -366513.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -366526.562500 Penalty: 4016.927002
	Iteration 9Q: 3 clusters Score -366526.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -366537.125000 Penalty: 4016.927002
	Iteration 10Q: 3 clusters Score -366537.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -366545.156250 Penalty: 4016.927002
	Iteration 11Q: 3 clusters Score -366545.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -366553.312500 Penalty: 4016.927002
	Iteration 12Q: 3 clusters Score -366553.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -366560.343750 Penalty: 4016.927002
	Iteration 13Q: 3 clusters Score -366560.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -366566.312500 Penalty: 4016.927002
	Iteration 14Q: 3 clusters Score -366566.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -366570.625000 Penalty: 4016.927002
	Iteration 15Q: 3 clusters Score -366570.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -366574.406250 Penalty: 4016.927002
	Iteration 16Q: 3 clusters Score -366574.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -366580.500000 Penalty: 4016.927002
	Iteration 17Q: 3 clusters Score -366580.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -366586.000000 Penalty: 4016.927002
	Iteration 18Q: 3 clusters Score -366586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -366590.218750 Penalty: 4016.927002
	Iteration 19Q: 3 clusters Score -366590.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -366592.343750 Penalty: 4016.927002
	Iteration 20F: 3 clusters Score -366592.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -366594.437500 Penalty: 4016.927002
	Iteration 21Q: 3 clusters Score -366594.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -366596.375000 Penalty: 4016.927002
	Iteration 22Q: 3 clusters Score -366596.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -366599.593750 Penalty: 4016.927002
	Iteration 23Q: 3 clusters Score -366599.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -366600.093750 Penalty: 4016.927002
	Iteration 24Q: 3 clusters Score -366600.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -366601.875000 Penalty: 4016.927002
	Iteration 25Q: 3 clusters Score -366601.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -366601.875000 Penalty: 4016.927002
	Iteration 26F: 3 clusters Score -366601.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Entering Unmasked Estep 
Score: -1003911.750000 Penalty: 2249.855469
	Iteration 0F: 2 clusters Score -1003912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -997129.312500 Penalty: 4499.710938
	Iteration 0F: 3 clusters Score -997129.3 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -998960.062500 Penalty: 4499.710938
	Iteration 1F: 3 clusters Score -998960.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -999211.625000 Penalty: 4499.710938
	Iteration 2F: 3 clusters Score -999211.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -999393.562500 Penalty: 4499.710938
	Iteration 3Q: 3 clusters Score -999393.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -999580.000000 Penalty: 4499.710938
	Iteration 4Q: 3 clusters Score -999580 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -999743.937500 Penalty: 4499.710938
	Iteration 5Q: 3 clusters Score -999743.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -999946.375000 Penalty: 4499.710938
	Iteration 6Q: 3 clusters Score -999946.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1000179.000000 Penalty: 4499.710938
	Iteration 7Q: 3 clusters Score -1000179 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1000470.812500 Penalty: 4499.710938
	Iteration 8Q: 3 clusters Score -1000471 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1000871.125000 Penalty: 4499.710938
	Iteration 9F: 3 clusters Score -1000871 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1001294.500000 Penalty: 4499.710938
	Iteration 10F: 3 clusters Score -1001294 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1001738.000000 Penalty: 4499.710938
	Iteration 11F: 3 clusters Score -1001738 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1002133.687500 Penalty: 4499.710938
	Iteration 12F: 3 clusters Score -1002134 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1002460.437500 Penalty: 4499.710938
	Iteration 13Q: 3 clusters Score -1002460 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1002703.500000 Penalty: 4499.710938
	Iteration 14Q: 3 clusters Score -1002704 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1002864.000000 Penalty: 4499.710938
	Iteration 15Q: 3 clusters Score -1002864 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1002982.250000 Penalty: 4499.710938
	Iteration 16Q: 3 clusters Score -1002982 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1003053.062500 Penalty: 4499.710938
	Iteration 17Q: 3 clusters Score -1003053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1003102.625000 Penalty: 4499.710938
	Iteration 18Q: 3 clusters Score -1003103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1003152.437500 Penalty: 4499.710938
	Iteration 19Q: 3 clusters Score -1003152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1003175.062500 Penalty: 4499.710938
	Iteration 20F: 3 clusters Score -1003175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1003184.250000 Penalty: 4499.710938
	Iteration 21Q: 3 clusters Score -1003184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1003195.750000 Penalty: 4499.710938
	Iteration 22Q: 3 clusters Score -1003196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1003201.437500 Penalty: 4499.710938
	Iteration 23Q: 3 clusters Score -1003201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1003204.500000 Penalty: 4499.710938
	Iteration 24Q: 3 clusters Score -1003204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1003208.375000 Penalty: 4499.710938
	Iteration 25Q: 3 clusters Score -1003208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1003211.125000 Penalty: 4499.710938
	Iteration 26Q: 3 clusters Score -1003211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1003209.937500 Penalty: 4499.710938
	Iteration 27Q: 3 clusters Score -1003210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1003209.937500 Penalty: 4499.710938
	Iteration 28F: 3 clusters Score -1003210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Entering Unmasked Estep 
Score: -615001.750000 Penalty: 2140.546631
	Iteration 0F: 2 clusters Score -615001.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -610078.312500 Penalty: 4281.093262
	Iteration 0F: 3 clusters Score -610078.3 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -611332.875000 Penalty: 4281.093262
	Iteration 1F: 3 clusters Score -611332.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -611642.875000 Penalty: 4281.093262
	Iteration 2F: 3 clusters Score -611642.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -611881.375000 Penalty: 4281.093262
	Iteration 3F: 3 clusters Score -611881.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -612092.625000 Penalty: 4281.093262
	Iteration 4Q: 3 clusters Score -612092.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -612305.187500 Penalty: 4281.093262
	Iteration 5Q: 3 clusters Score -612305.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -612496.250000 Penalty: 4281.093262
	Iteration 6Q: 3 clusters Score -612496.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -612687.187500 Penalty: 4281.093262
	Iteration 7Q: 3 clusters Score -612687.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -612882.375000 Penalty: 4281.093262
	Iteration 8Q: 3 clusters Score -612882.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -613052.500000 Penalty: 4281.093262
	Iteration 9Q: 3 clusters Score -613052.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -613228.312500 Penalty: 4281.093262
	Iteration 10Q: 3 clusters Score -613228.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -613368.875000 Penalty: 4281.093262
	Iteration 11Q: 3 clusters Score -613368.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -613483.562500 Penalty: 4281.093262
	Iteration 12Q: 3 clusters Score -613483.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -613568.750000 Penalty: 4281.093262
	Iteration 13Q: 3 clusters Score -613568.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -613626.812500 Penalty: 4281.093262
	Iteration 14Q: 3 clusters Score -613626.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -613662.562500 Penalty: 4281.093262
	Iteration 15Q: 3 clusters Score -613662.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -613693.125000 Penalty: 4281.093262
	Iteration 16Q: 3 clusters Score -613693.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -613718.000000 Penalty: 4281.093262
	Iteration 17Q: 3 clusters Score -613718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -613728.562500 Penalty: 4281.093262
	Iteration 18Q: 3 clusters Score -613728.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -613738.125000 Penalty: 4281.093262
	Iteration 19Q: 3 clusters Score -613738.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -613745.000000 Penalty: 4281.093262
	Iteration 20F: 3 clusters Score -613745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -613751.375000 Penalty: 4281.093262
	Iteration 21Q: 3 clusters Score -613751.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -613756.312500 Penalty: 4281.093262
	Iteration 22Q: 3 clusters Score -613756.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -613761.062500 Penalty: 4281.093262
	Iteration 23Q: 3 clusters Score -613761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -613763.062500 Penalty: 4281.093262
	Iteration 24Q: 3 clusters Score -613763.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -613771.250000 Penalty: 4281.093262
	Iteration 25Q: 3 clusters Score -613771.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -613772.750000 Penalty: 4281.093262
	Iteration 26Q: 3 clusters Score -613772.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -613775.562500 Penalty: 4281.093262
	Iteration 27Q: 3 clusters Score -613775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -613778.250000 Penalty: 4281.093262
	Iteration 28Q: 3 clusters Score -613778.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -613780.000000 Penalty: 4281.093262
	Iteration 29Q: 3 clusters Score -613780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -613781.562500 Penalty: 4281.093262
	Iteration 30Q: 3 clusters Score -613781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -613782.562500 Penalty: 4281.093262
	Iteration 31Q: 3 clusters Score -613782.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -613782.562500 Penalty: 4281.093262
	Iteration 32F: 3 clusters Score -613782.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -96405.703125 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -96405.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -94598.062500 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -94598.06 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94933.453125 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -94933.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -95085.609375 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -95085.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -95190.632812 Penalty: 3357.742432
	Iteration 3F: 3 clusters Score -95190.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -95286.890625 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -95286.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -95380.281250 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -95380.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -95438.039062 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -95438.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -95463.921875 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -95463.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -95499.859375 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -95499.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -95524.429688 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -95524.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -95548.570312 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -95548.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -95566.906250 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -95566.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -95569.578125 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -95569.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -95571.015625 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -95571.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -95571.796875 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -95571.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -95575.562500 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -95575.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -95577.296875 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -95577.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -95577.296875 Penalty: 3357.742432
	Iteration 17F: 3 clusters Score -95577.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Entering Unmasked Estep 
Score: -535483.000000 Penalty: 2106.747070
	Iteration 0F: 2 clusters Score -535483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -531027.500000 Penalty: 4213.494141
	Iteration 0F: 3 clusters Score -531027.5 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -532123.437500 Penalty: 4213.494141
	Iteration 1F: 3 clusters Score -532123.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -532404.500000 Penalty: 4213.494141
	Iteration 2F: 3 clusters Score -532404.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -532642.750000 Penalty: 4213.494141
	Iteration 3F: 3 clusters Score -532642.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -532825.125000 Penalty: 4213.494141
	Iteration 4Q: 3 clusters Score -532825.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -532976.625000 Penalty: 4213.494141
	Iteration 5Q: 3 clusters Score -532976.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -533127.750000 Penalty: 4213.494141
	Iteration 6Q: 3 clusters Score -533127.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -533263.687500 Penalty: 4213.494141
	Iteration 7Q: 3 clusters Score -533263.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -533405.875000 Penalty: 4213.494141
	Iteration 8Q: 3 clusters Score -533405.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -533551.750000 Penalty: 4213.494141
	Iteration 9Q: 3 clusters Score -533551.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -533690.500000 Penalty: 4213.494141
	Iteration 10Q: 3 clusters Score -533690.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -533814.000000 Penalty: 4213.494141
	Iteration 11Q: 3 clusters Score -533814 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -533899.812500 Penalty: 4213.494141
	Iteration 12Q: 3 clusters Score -533899.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -533978.562500 Penalty: 4213.494141
	Iteration 13Q: 3 clusters Score -533978.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -534035.312500 Penalty: 4213.494141
	Iteration 14Q: 3 clusters Score -534035.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -534080.375000 Penalty: 4213.494141
	Iteration 15Q: 3 clusters Score -534080.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -534116.875000 Penalty: 4213.494141
	Iteration 16Q: 3 clusters Score -534116.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -534146.250000 Penalty: 4213.494141
	Iteration 17Q: 3 clusters Score -534146.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -534174.375000 Penalty: 4213.494141
	Iteration 18Q: 3 clusters Score -534174.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -534194.187500 Penalty: 4213.494141
	Iteration 19Q: 3 clusters Score -534194.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -534209.562500 Penalty: 4213.494141
	Iteration 20F: 3 clusters Score -534209.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -534222.250000 Penalty: 4213.494141
	Iteration 21Q: 3 clusters Score -534222.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -534230.750000 Penalty: 4213.494141
	Iteration 22Q: 3 clusters Score -534230.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -534239.187500 Penalty: 4213.494141
	Iteration 23Q: 3 clusters Score -534239.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -534242.625000 Penalty: 4213.494141
	Iteration 24Q: 3 clusters Score -534242.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -534249.375000 Penalty: 4213.494141
	Iteration 25Q: 3 clusters Score -534249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -534252.000000 Penalty: 4213.494141
	Iteration 26Q: 3 clusters Score -534252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -534252.312500 Penalty: 4213.494141
	Iteration 27Q: 3 clusters Score -534252.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -534252.500000 Penalty: 4213.494141
	Iteration 28Q: 3 clusters Score -534252.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -534254.062500 Penalty: 4213.494141
	Iteration 29Q: 3 clusters Score -534254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -534257.312500 Penalty: 4213.494141
	Iteration 30Q: 3 clusters Score -534257.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -534259.187500 Penalty: 4213.494141
	Iteration 31Q: 3 clusters Score -534259.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -534262.687500 Penalty: 4213.494141
	Iteration 32Q: 3 clusters Score -534262.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -534266.500000 Penalty: 4213.494141
	Iteration 33Q: 3 clusters Score -534266.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -534269.687500 Penalty: 4213.494141
	Iteration 34Q: 3 clusters Score -534269.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -534270.750000 Penalty: 4213.494141
	Iteration 35Q: 3 clusters Score -534270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -534271.750000 Penalty: 4213.494141
	Iteration 36Q: 3 clusters Score -534271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -534272.750000 Penalty: 4213.494141
	Iteration 37Q: 3 clusters Score -534272.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -534277.937500 Penalty: 4213.494141
	Iteration 38Q: 3 clusters Score -534277.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -534282.375000 Penalty: 4213.494141
	Iteration 39Q: 3 clusters Score -534282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -534282.625000 Penalty: 4213.494141
	Iteration 40F: 3 clusters Score -534282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -534283.687500 Penalty: 4213.494141
	Iteration 41Q: 3 clusters Score -534283.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -534283.812500 Penalty: 4213.494141
	Iteration 42Q: 3 clusters Score -534283.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -534283.812500 Penalty: 4213.494141
	Iteration 43F: 3 clusters Score -534283.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -88657.945312 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -88657.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -86884.804688 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -86884.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -87219.843750 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -87219.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87355.312500 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -87355.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87415.820312 Penalty: 3305.546875
	Iteration 3Q: 3 clusters Score -87415.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87439.242188 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -87439.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87446.203125 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -87446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87458.164062 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -87458.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87464.625000 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -87464.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87469.742188 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -87469.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -87471.265625 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -87471.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87472.218750 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -87472.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87472.218750 Penalty: 3305.546875
	Iteration 11F: 3 clusters Score -87472.22 nChanged 0
--- Evaluating fit on full set of 1898308 points ---
Entering Unmasked Estep 
Score: -211524496.000000 Penalty: 71704.109375
23->21 Clusters: Score -211524496.000000, best is -211680848.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 632769 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 27663 members 
Mstep: Class 3 contains 27336 members 
Mstep: Class 4 contains 27136 members 
Mstep: Class 5 contains 27423 members 
Mstep: Class 6 contains 27521 members 
Mstep: Class 7 contains 27642 members 
Mstep: Class 8 contains 27760 members 
Mstep: Class 9 contains 27219 members 
Mstep: Class 10 contains 27500 members 
Mstep: Class 11 contains 27867 members 
Mstep: Class 12 contains 27531 members 
Mstep: Class 13 contains 27672 members 
Mstep: Class 14 contains 27478 members 
Mstep: Class 15 contains 27458 members 
Mstep: Class 16 contains 27264 members 
Mstep: Class 17 contains 27566 members 
Mstep: Class 18 contains 27243 members 
Mstep: Class 19 contains 27456 members 
Mstep: Class 20 contains 27815 members 
Mstep: Class 21 contains 27642 members 
Mstep: Class 22 contains 27653 members 
Mstep: Class 23 contains 27725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 182.470581 but Gain 3312.750000
Score: -67367952.000000 Penalty: 72880.484375
Iteration 0F: 23 clusters Score -6.736795e+07 nChanged 600678
Entering Unmasked Mstep 
Mstep: Class 0 contains 2149 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 3 contains 18282 members 
Mstep: Class 4 contains 7455 members 
Mstep: Class 5 contains 24821 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 22270 members 
Mstep: Class 8 contains 90423 members 
Mstep: Class 9 contains 15786 members 
Mstep: Class 10 contains 18128 members 
Mstep: Class 11 contains 84078 members 
Mstep: Class 12 contains 9260 members 
Mstep: Class 13 contains 11296 members 
Mstep: Class 15 contains 46510 members 
Mstep: Class 16 contains 13548 members 
Mstep: Class 17 contains 64811 members 
Mstep: Class 18 contains 29555 members 
Mstep: Class 19 contains 28863 members 
Mstep: Class 20 contains 48884 members 
Mstep: Class 21 contains 17564 members 
Mstep: Class 22 contains 9340 members 
Mstep: Class 23 contains 5150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69707272.000000 Penalty: 72880.484375
Iteration 1F: 23 clusters Score -6.970727e+07 nChanged 197068
Entering Unmasked Mstep 
Mstep: Class 0 contains 2099 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 16423 members 
Mstep: Class 4 contains 6298 members 
Mstep: Class 5 contains 16861 members 
Mstep: Class 6 contains 3464 members 
Mstep: Class 7 contains 17282 members 
Mstep: Class 8 contains 117806 members 
Mstep: Class 9 contains 12776 members 
Mstep: Class 10 contains 11417 members 
Mstep: Class 11 contains 91544 members 
Mstep: Class 12 contains 6051 members 
Mstep: Class 13 contains 7252 members 
Mstep: Class 15 contains 32787 members 
Mstep: Class 16 contains 9939 members 
Mstep: Class 17 contains 87060 members 
Mstep: Class 18 contains 27921 members 
Mstep: Class 19 contains 35081 members 
Mstep: Class 20 contains 55836 members 
Mstep: Class 21 contains 12407 members 
Mstep: Class 22 contains 3572 members 
Mstep: Class 23 contains 6446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69981928.000000 Penalty: 72880.484375
Iteration 2F: 23 clusters Score -6.998193e+07 nChanged 140137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1617 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 6613 members 
Mstep: Class 3 contains 15041 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 11793 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 11768 members 
Mstep: Class 8 contains 141102 members 
Mstep: Class 9 contains 9086 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 96834 members 
Mstep: Class 12 contains 4909 members 
Mstep: Class 13 contains 4609 members 
Mstep: Class 15 contains 21801 members 
Mstep: Class 16 contains 10187 members 
Mstep: Class 17 contains 101127 members 
Mstep: Class 18 contains 24132 members 
Mstep: Class 19 contains 36818 members 
Mstep: Class 20 contains 55165 members 
Mstep: Class 21 contains 9029 members 
Mstep: Class 22 contains 1955 members 
Mstep: Class 23 contains 9267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70223432.000000 Penalty: 72880.484375
Iteration 3F: 23 clusters Score -7.022343e+07 nChanged 107555
Entering Unmasked Mstep 
Mstep: Class 0 contains 552 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 8647 members 
Mstep: Class 3 contains 13749 members 
Mstep: Class 4 contains 6759 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 7175 members 
Mstep: Class 8 contains 163556 members 
Mstep: Class 9 contains 5898 members 
Mstep: Class 10 contains 4799 members 
Mstep: Class 11 contains 104025 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 3126 members 
Mstep: Class 15 contains 13649 members 
Mstep: Class 16 contains 11177 members 
Mstep: Class 17 contains 109818 members 
Mstep: Class 18 contains 19320 members 
Mstep: Class 19 contains 35987 members 
Mstep: Class 20 contains 49190 members 
Mstep: Class 21 contains 6592 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 10627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70382072.000000 Penalty: 72880.484375
Iteration 4F: 23 clusters Score -7.038207e+07 nChanged 88326
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 10418 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 6713 members 
Mstep: Class 5 contains 6370 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 8 contains 186721 members 
Mstep: Class 9 contains 3703 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 111634 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 2263 members 
Mstep: Class 15 contains 8148 members 
Mstep: Class 16 contains 11615 members 
Mstep: Class 17 contains 114891 members 
Mstep: Class 18 contains 14818 members 
Mstep: Class 19 contains 34384 members 
Mstep: Class 20 contains 40362 members 
Mstep: Class 21 contains 4733 members 
Mstep: Class 22 contains 2160 members 
Mstep: Class 23 contains 11220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2289.860107 but Gain 3312.750000
Score: -70456800.000000 Penalty: 69567.734375
Iteration 5F: 22 clusters Score -7.04568e+07 nChanged 79172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 11817 members 
Mstep: Class 3 contains 11792 members 
Mstep: Class 4 contains 6332 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 8 contains 210730 members 
Mstep: Class 9 contains 2405 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 119599 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1708 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 11452 members 
Mstep: Class 17 contains 117106 members 
Mstep: Class 18 contains 11199 members 
Mstep: Class 19 contains 32915 members 
Mstep: Class 20 contains 31044 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 2153 members 
Mstep: Class 23 contains 11451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1716.958496 but Gain 3312.742188
Score: -70516280.000000 Penalty: 66254.992188
Iteration 6F: 21 clusters Score -7.051628e+07 nChanged 70426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 12643 members 
Mstep: Class 3 contains 10949 members 
Mstep: Class 4 contains 5561 members 
Mstep: Class 5 contains 3441 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 8 contains 232469 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 127124 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 16 contains 11019 members 
Mstep: Class 17 contains 116283 members 
Mstep: Class 18 contains 8302 members 
Mstep: Class 19 contains 31426 members 
Mstep: Class 20 contains 22757 members 
Mstep: Class 21 contains 2257 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 11457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1665.935791 but Gain 3312.753906
Score: -70566040.000000 Penalty: 62942.238281
Iteration 7F: 20 clusters Score -7.056604e+07 nChanged 62368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 13181 members 
Mstep: Class 3 contains 10015 members 
Mstep: Class 4 contains 4689 members 
Mstep: Class 5 contains 2493 members 
Mstep: Class 6 contains 1468 members 
Mstep: Class 8 contains 249344 members 
Mstep: Class 10 contains 1603 members 
Mstep: Class 11 contains 134650 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 1152 members 
Mstep: Class 15 contains 2072 members 
Mstep: Class 16 contains 10675 members 
Mstep: Class 17 contains 113932 members 
Mstep: Class 18 contains 6092 members 
Mstep: Class 19 contains 29969 members 
Mstep: Class 20 contains 16419 members 
Mstep: Class 22 contains 2147 members 
Mstep: Class 23 contains 11489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2048.486816 but Gain 3312.750000
Score: -70605288.000000 Penalty: 59629.488281
Iteration 8F: 19 clusters Score -7.060529e+07 nChanged 52153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 13664 members 
Mstep: Class 3 contains 9156 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 1746 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 8 contains 259115 members 
Mstep: Class 11 contains 141169 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 1051 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 10708 members 
Mstep: Class 17 contains 112226 members 
Mstep: Class 18 contains 4627 members 
Mstep: Class 19 contains 29000 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 11323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3043.086182 but Gain 3312.750000
Score: -70635064.000000 Penalty: 56316.738281
Iteration 9F: 18 clusters Score -7.063506e+07 nChanged 42458
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 13938 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 8 contains 262132 members 
Mstep: Class 11 contains 146895 members 
Mstep: Class 13 contains 964 members 
Mstep: Class 15 contains 1814 members 
Mstep: Class 16 contains 11238 members 
Mstep: Class 17 contains 112250 members 
Mstep: Class 18 contains 3634 members 
Mstep: Class 19 contains 28604 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 11960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70655344.000000 Penalty: 56316.738281
Iteration 10F: 18 clusters Score -7.065534e+07 nChanged 31325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 14156 members 
Mstep: Class 3 contains 7929 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 8 contains 260384 members 
Mstep: Class 11 contains 151097 members 
Mstep: Class 13 contains 916 members 
Mstep: Class 15 contains 1763 members 
Mstep: Class 16 contains 11403 members 
Mstep: Class 17 contains 113700 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 28777 members 
Mstep: Class 20 contains 6721 members 
Mstep: Class 22 contains 2153 members 
Mstep: Class 23 contains 11893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3268.672363 but Gain 3312.746094
Score: -70667528.000000 Penalty: 53003.992188
Iteration 11Q: 17 clusters Score -7.066753e+07 nChanged 26783
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 8049 members 
Mstep: Class 4 contains 2853 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 8 contains 257155 members 
Mstep: Class 11 contains 155265 members 
Mstep: Class 13 contains 886 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 11693 members 
Mstep: Class 17 contains 116185 members 
Mstep: Class 19 contains 29602 members 
Mstep: Class 20 contains 5232 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 11897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70678232.000000 Penalty: 53003.992188
Iteration 12Q: 17 clusters Score -7.067823e+07 nChanged 19966
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 7961 members 
Mstep: Class 4 contains 2705 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 8 contains 250419 members 
Mstep: Class 11 contains 159782 members 
Mstep: Class 13 contains 856 members 
Mstep: Class 15 contains 1717 members 
Mstep: Class 16 contains 11992 members 
Mstep: Class 17 contains 118581 members 
Mstep: Class 19 contains 30354 members 
Mstep: Class 20 contains 4217 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 11955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70684504.000000 Penalty: 53003.992188
Iteration 13Q: 17 clusters Score -7.06845e+07 nChanged 17034
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 8 contains 242909 members 
Mstep: Class 11 contains 164460 members 
Mstep: Class 13 contains 835 members 
Mstep: Class 15 contains 1701 members 
Mstep: Class 16 contains 12321 members 
Mstep: Class 17 contains 120785 members 
Mstep: Class 19 contains 31268 members 
Mstep: Class 20 contains 3520 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 12044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70689864.000000 Penalty: 53003.992188
Iteration 14Q: 17 clusters Score -7.068986e+07 nChanged 15227
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 14339 members 
Mstep: Class 3 contains 8118 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 839 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 8 contains 235321 members 
Mstep: Class 11 contains 169107 members 
Mstep: Class 13 contains 810 members 
Mstep: Class 15 contains 1692 members 
Mstep: Class 16 contains 12695 members 
Mstep: Class 17 contains 122736 members 
Mstep: Class 19 contains 32209 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 12184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70694248.000000 Penalty: 53003.992188
Iteration 15Q: 17 clusters Score -7.069425e+07 nChanged 14069
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 14266 members 
Mstep: Class 3 contains 8246 members 
Mstep: Class 4 contains 2361 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 8 contains 227852 members 
Mstep: Class 11 contains 173718 members 
Mstep: Class 13 contains 790 members 
Mstep: Class 15 contains 1686 members 
Mstep: Class 16 contains 13113 members 
Mstep: Class 17 contains 124257 members 
Mstep: Class 19 contains 33226 members 
Mstep: Class 20 contains 2737 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 12369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3208.476807 but Gain 3312.750000
Score: -70697704.000000 Penalty: 49691.242188
Iteration 16Q: 16 clusters Score -7.06977e+07 nChanged 15338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 14141 members 
Mstep: Class 3 contains 8326 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 941 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 221172 members 
Mstep: Class 11 contains 178957 members 
Mstep: Class 13 contains 790 members 
Mstep: Class 15 contains 1682 members 
Mstep: Class 16 contains 13551 members 
Mstep: Class 17 contains 126486 members 
Mstep: Class 19 contains 34434 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 12568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70703576.000000 Penalty: 49691.242188
Iteration 17Q: 16 clusters Score -7.070358e+07 nChanged 12874
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 14002 members 
Mstep: Class 3 contains 8418 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 213731 members 
Mstep: Class 11 contains 183853 members 
Mstep: Class 13 contains 775 members 
Mstep: Class 15 contains 1676 members 
Mstep: Class 16 contains 14003 members 
Mstep: Class 17 contains 127365 members 
Mstep: Class 19 contains 35434 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 12740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70706160.000000 Penalty: 49691.242188
Iteration 18Q: 16 clusters Score -7.070616e+07 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 8497 members 
Mstep: Class 4 contains 2181 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 206689 members 
Mstep: Class 11 contains 188868 members 
Mstep: Class 13 contains 770 members 
Mstep: Class 15 contains 1662 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 127861 members 
Mstep: Class 19 contains 36326 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 12885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70708520.000000 Penalty: 49691.242188
Iteration 19Q: 16 clusters Score -7.070852e+07 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 8493 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 200119 members 
Mstep: Class 11 contains 194055 members 
Mstep: Class 13 contains 767 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 14930 members 
Mstep: Class 17 contains 127850 members 
Mstep: Class 19 contains 37158 members 
Mstep: Class 22 contains 2157 members 
Mstep: Class 23 contains 13041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70710896.000000 Penalty: 49691.242188
Iteration 20F: 16 clusters Score -7.07109e+07 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 13607 members 
Mstep: Class 3 contains 8479 members 
Mstep: Class 4 contains 2115 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 193370 members 
Mstep: Class 11 contains 199714 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 15 contains 1643 members 
Mstep: Class 16 contains 15441 members 
Mstep: Class 17 contains 127470 members 
Mstep: Class 19 contains 37987 members 
Mstep: Class 22 contains 2157 members 
Mstep: Class 23 contains 13169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70713336.000000 Penalty: 49691.242188
Iteration 21Q: 16 clusters Score -7.071334e+07 nChanged 12632
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 13498 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 1078 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 186575 members 
Mstep: Class 11 contains 205649 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 16005 members 
Mstep: Class 17 contains 126853 members 
Mstep: Class 19 contains 38798 members 
Mstep: Class 22 contains 2157 members 
Mstep: Class 23 contains 13293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70716072.000000 Penalty: 49691.242188
Iteration 22Q: 16 clusters Score -7.071607e+07 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 13365 members 
Mstep: Class 3 contains 8306 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 179966 members 
Mstep: Class 11 contains 211789 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 15 contains 1621 members 
Mstep: Class 16 contains 16581 members 
Mstep: Class 17 contains 125921 members 
Mstep: Class 19 contains 39615 members 
Mstep: Class 22 contains 2158 members 
Mstep: Class 23 contains 13379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70717912.000000 Penalty: 49691.242188
Iteration 23Q: 16 clusters Score -7.071791e+07 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 13184 members 
Mstep: Class 3 contains 8168 members 
Mstep: Class 4 contains 1926 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 173398 members 
Mstep: Class 11 contains 218166 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 15 contains 1610 members 
Mstep: Class 16 contains 17199 members 
Mstep: Class 17 contains 124781 members 
Mstep: Class 19 contains 40459 members 
Mstep: Class 22 contains 2158 members 
Mstep: Class 23 contains 13443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70719952.000000 Penalty: 49691.242188
Iteration 24Q: 16 clusters Score -7.071995e+07 nChanged 12868
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 12970 members 
Mstep: Class 3 contains 7975 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 1139 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 166962 members 
Mstep: Class 11 contains 224711 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 15 contains 1593 members 
Mstep: Class 16 contains 17861 members 
Mstep: Class 17 contains 123525 members 
Mstep: Class 19 contains 41248 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 13473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70721600.000000 Penalty: 49691.242188
Iteration 25Q: 16 clusters Score -7.07216e+07 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 12769 members 
Mstep: Class 3 contains 7751 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 160899 members 
Mstep: Class 11 contains 231207 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 15 contains 1583 members 
Mstep: Class 16 contains 18537 members 
Mstep: Class 17 contains 122058 members 
Mstep: Class 19 contains 41972 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 13444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70723656.000000 Penalty: 49691.242188
Iteration 26Q: 16 clusters Score -7.072366e+07 nChanged 12046
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 12566 members 
Mstep: Class 3 contains 7444 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 155229 members 
Mstep: Class 11 contains 237427 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 19239 members 
Mstep: Class 17 contains 120615 members 
Mstep: Class 19 contains 42631 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 13398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70725808.000000 Penalty: 49691.242188
Iteration 27Q: 16 clusters Score -7.072581e+07 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 12366 members 
Mstep: Class 3 contains 7119 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 1192 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 150078 members 
Mstep: Class 11 contains 243443 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 15 contains 1567 members 
Mstep: Class 16 contains 19925 members 
Mstep: Class 17 contains 119033 members 
Mstep: Class 19 contains 43245 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70727608.000000 Penalty: 49691.242188
Iteration 28Q: 16 clusters Score -7.072761e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 12160 members 
Mstep: Class 3 contains 6766 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 1204 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 145443 members 
Mstep: Class 11 contains 249041 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 20603 members 
Mstep: Class 17 contains 117481 members 
Mstep: Class 19 contains 43787 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 13224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70728336.000000 Penalty: 49691.242188
Iteration 29Q: 16 clusters Score -7.072834e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 11981 members 
Mstep: Class 3 contains 6383 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 141235 members 
Mstep: Class 11 contains 254255 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 21292 members 
Mstep: Class 17 contains 115931 members 
Mstep: Class 19 contains 44307 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 13096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70728744.000000 Penalty: 49691.242188
Iteration 30Q: 16 clusters Score -7.072874e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5981 members 
Mstep: Class 4 contains 1490 members 
Mstep: Class 5 contains 1235 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 137542 members 
Mstep: Class 11 contains 259090 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 15 contains 1539 members 
Mstep: Class 16 contains 22010 members 
Mstep: Class 17 contains 114416 members 
Mstep: Class 19 contains 44732 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 12881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70729368.000000 Penalty: 49691.242188
Iteration 31Q: 16 clusters Score -7.072937e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 11644 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 1257 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 134445 members 
Mstep: Class 11 contains 263456 members 
Mstep: Class 13 contains 748 members 
Mstep: Class 15 contains 1535 members 
Mstep: Class 16 contains 22798 members 
Mstep: Class 17 contains 112926 members 
Mstep: Class 19 contains 45044 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70729584.000000 Penalty: 49691.242188
Iteration 32Q: 16 clusters Score -7.072958e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 11481 members 
Mstep: Class 3 contains 5083 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 5 contains 1269 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 131851 members 
Mstep: Class 11 contains 267430 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 23646 members 
Mstep: Class 17 contains 111458 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 12251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70729960.000000 Penalty: 49691.242188
Iteration 33Q: 16 clusters Score -7.072996e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 11300 members 
Mstep: Class 3 contains 4652 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 1280 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 129722 members 
Mstep: Class 11 contains 270832 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 24588 members 
Mstep: Class 17 contains 110105 members 
Mstep: Class 19 contains 45541 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 11799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70730984.000000 Penalty: 49691.242188
Iteration 34Q: 16 clusters Score -7.073098e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 11155 members 
Mstep: Class 3 contains 4240 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 1300 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 127911 members 
Mstep: Class 11 contains 273851 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 15 contains 1527 members 
Mstep: Class 16 contains 25623 members 
Mstep: Class 17 contains 108774 members 
Mstep: Class 19 contains 45752 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 11256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70731592.000000 Penalty: 49691.242188
Iteration 35Q: 16 clusters Score -7.073159e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 11008 members 
Mstep: Class 3 contains 3853 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 1323 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 126406 members 
Mstep: Class 11 contains 276507 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 15 contains 1527 members 
Mstep: Class 16 contains 26848 members 
Mstep: Class 17 contains 107506 members 
Mstep: Class 19 contains 45914 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 10535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70732424.000000 Penalty: 49691.242188
Iteration 36Q: 16 clusters Score -7.073242e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 10861 members 
Mstep: Class 3 contains 3505 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 1346 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 125182 members 
Mstep: Class 11 contains 278785 members 
Mstep: Class 13 contains 746 members 
Mstep: Class 15 contains 1525 members 
Mstep: Class 16 contains 28199 members 
Mstep: Class 17 contains 106291 members 
Mstep: Class 19 contains 46021 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 9745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70733176.000000 Penalty: 49691.242188
Iteration 37Q: 16 clusters Score -7.073318e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 3206 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 124037 members 
Mstep: Class 11 contains 280852 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 16 contains 29764 members 
Mstep: Class 17 contains 105088 members 
Mstep: Class 19 contains 46125 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 8834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70734584.000000 Penalty: 49691.242188
Iteration 38Q: 16 clusters Score -7.073458e+07 nChanged 6102
Entering ConstructFrom: 
Score: -70734584.000000 Penalty: 49691.242188
Entering ConstructFrom: 
Trying to split cluster 1 (15654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Entering Unmasked Estep 
Score: -1806196.125000 Penalty: 2395.303467
	Iteration 0F: 2 clusters Score -1806196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1794933.375000 Penalty: 4790.606934
	Iteration 0F: 3 clusters Score -1794933 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1798499.875000 Penalty: 4790.606934
	Iteration 1F: 3 clusters Score -1798500 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1798871.250000 Penalty: 4790.606934
	Iteration 2F: 3 clusters Score -1798871 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1799142.250000 Penalty: 4790.606934
	Iteration 3Q: 3 clusters Score -1799142 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1799397.125000 Penalty: 4790.606934
	Iteration 4Q: 3 clusters Score -1799397 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1799612.750000 Penalty: 4790.606934
	Iteration 5Q: 3 clusters Score -1799613 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1799845.875000 Penalty: 4790.606934
	Iteration 6Q: 3 clusters Score -1799846 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1800120.125000 Penalty: 4790.606934
	Iteration 7Q: 3 clusters Score -1800120 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1800526.250000 Penalty: 4790.606934
	Iteration 8Q: 3 clusters Score -1800526 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1801249.125000 Penalty: 4790.606934
	Iteration 9F: 3 clusters Score -1801249 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1802456.000000 Penalty: 4790.606934
	Iteration 10F: 3 clusters Score -1802456 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1803919.875000 Penalty: 4790.606934
	Iteration 11F: 3 clusters Score -1803920 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1805067.000000 Penalty: 4790.606934
	Iteration 12F: 3 clusters Score -1805067 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1805812.375000 Penalty: 4790.606934
	Iteration 13F: 3 clusters Score -1805812 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1806180.750000 Penalty: 4790.606934
	Iteration 14Q: 3 clusters Score -1806181 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1806357.375000 Penalty: 4790.606934
	Iteration 15Q: 3 clusters Score -1806357 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1806471.875000 Penalty: 4790.606934
	Iteration 16Q: 3 clusters Score -1806472 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1806518.625000 Penalty: 4790.606934
	Iteration 17Q: 3 clusters Score -1806519 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1806546.500000 Penalty: 4790.606934
	Iteration 18Q: 3 clusters Score -1806546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1806567.625000 Penalty: 4790.606934
	Iteration 19Q: 3 clusters Score -1806568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1806580.125000 Penalty: 4790.606934
	Iteration 20F: 3 clusters Score -1806580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1806585.000000 Penalty: 4790.606934
	Iteration 21Q: 3 clusters Score -1806585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1806589.500000 Penalty: 4790.606934
	Iteration 22Q: 3 clusters Score -1806590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1806592.125000 Penalty: 4790.606934
	Iteration 23Q: 3 clusters Score -1806592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1806597.000000 Penalty: 4790.606934
	Iteration 24Q: 3 clusters Score -1806597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1806603.000000 Penalty: 4790.606934
	Iteration 25Q: 3 clusters Score -1806603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1806603.250000 Penalty: 4790.606934
	Iteration 26Q: 3 clusters Score -1806603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1806603.625000 Penalty: 4790.606934
	Iteration 27Q: 3 clusters Score -1806604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1806603.625000 Penalty: 4790.606934
	Iteration 28F: 3 clusters Score -1806604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 122992 members 
Mstep: Class 11 contains 282681 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 15 contains 1522 members 
Mstep: Class 16 contains 31444 members 
Mstep: Class 17 contains 103900 members 
Mstep: Class 19 contains 46194 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 7866 members 
Entering Unmasked Estep 
Score: -70733696.000000 Penalty: 53003.992188
Splitting cluster 1 changes total score from -70734584.000000 to -70733696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Entering Unmasked Estep 
Score: -1185154.000000 Penalty: 2297.230957
	Iteration 0F: 2 clusters Score -1185154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1177168.875000 Penalty: 4594.461914
	Iteration 0F: 3 clusters Score -1177169 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1179453.750000 Penalty: 4594.461914
	Iteration 1F: 3 clusters Score -1179454 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1179778.375000 Penalty: 4594.461914
	Iteration 2F: 3 clusters Score -1179778 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1180016.000000 Penalty: 4594.461914
	Iteration 3Q: 3 clusters Score -1180016 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1180199.500000 Penalty: 4594.461914
	Iteration 4Q: 3 clusters Score -1180200 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1180350.125000 Penalty: 4594.461914
	Iteration 5Q: 3 clusters Score -1180350 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1180481.875000 Penalty: 4594.461914
	Iteration 6Q: 3 clusters Score -1180482 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1180624.000000 Penalty: 4594.461914
	Iteration 7Q: 3 clusters Score -1180624 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1180765.750000 Penalty: 4594.461914
	Iteration 8Q: 3 clusters Score -1180766 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1180908.750000 Penalty: 4594.461914
	Iteration 9Q: 3 clusters Score -1180909 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1181072.750000 Penalty: 4594.461914
	Iteration 10Q: 3 clusters Score -1181073 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1181216.750000 Penalty: 4594.461914
	Iteration 11Q: 3 clusters Score -1181217 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1181352.375000 Penalty: 4594.461914
	Iteration 12Q: 3 clusters Score -1181352 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1181476.125000 Penalty: 4594.461914
	Iteration 13Q: 3 clusters Score -1181476 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1181596.750000 Penalty: 4594.461914
	Iteration 14Q: 3 clusters Score -1181597 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1181694.000000 Penalty: 4594.461914
	Iteration 15Q: 3 clusters Score -1181694 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1181761.125000 Penalty: 4594.461914
	Iteration 16Q: 3 clusters Score -1181761 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1181830.500000 Penalty: 4594.461914
	Iteration 17Q: 3 clusters Score -1181830 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1181894.125000 Penalty: 4594.461914
	Iteration 18Q: 3 clusters Score -1181894 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1181939.000000 Penalty: 4594.461914
	Iteration 19Q: 3 clusters Score -1181939 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1181973.250000 Penalty: 4594.461914
	Iteration 20F: 3 clusters Score -1181973 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1182003.500000 Penalty: 4594.461914
	Iteration 21Q: 3 clusters Score -1182004 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1182027.750000 Penalty: 4594.461914
	Iteration 22Q: 3 clusters Score -1182028 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1182054.375000 Penalty: 4594.461914
	Iteration 23Q: 3 clusters Score -1182054 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1182073.000000 Penalty: 4594.461914
	Iteration 24Q: 3 clusters Score -1182073 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1182085.250000 Penalty: 4594.461914
	Iteration 25Q: 3 clusters Score -1182085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1182093.875000 Penalty: 4594.461914
	Iteration 26Q: 3 clusters Score -1182094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1182105.375000 Penalty: 4594.461914
	Iteration 27Q: 3 clusters Score -1182105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1182113.250000 Penalty: 4594.461914
	Iteration 28Q: 3 clusters Score -1182113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1182121.000000 Penalty: 4594.461914
	Iteration 29Q: 3 clusters Score -1182121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1182124.125000 Penalty: 4594.461914
	Iteration 30Q: 3 clusters Score -1182124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1182130.750000 Penalty: 4594.461914
	Iteration 31Q: 3 clusters Score -1182131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1182132.750000 Penalty: 4594.461914
	Iteration 32Q: 3 clusters Score -1182133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1182136.625000 Penalty: 4594.461914
	Iteration 33Q: 3 clusters Score -1182137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1182146.125000 Penalty: 4594.461914
	Iteration 34Q: 3 clusters Score -1182146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1182149.625000 Penalty: 4594.461914
	Iteration 35Q: 3 clusters Score -1182150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1182151.875000 Penalty: 4594.461914
	Iteration 36Q: 3 clusters Score -1182152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1182157.250000 Penalty: 4594.461914
	Iteration 37Q: 3 clusters Score -1182157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1182159.500000 Penalty: 4594.461914
	Iteration 38Q: 3 clusters Score -1182160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1182161.375000 Penalty: 4594.461914
	Iteration 39Q: 3 clusters Score -1182161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1182171.000000 Penalty: 4594.461914
	Iteration 40F: 3 clusters Score -1182171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1182170.250000 Penalty: 4594.461914
	Iteration 41Q: 3 clusters Score -1182170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1182172.625000 Penalty: 4594.461914
	Iteration 42Q: 3 clusters Score -1182173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1182177.625000 Penalty: 4594.461914
	Iteration 43Q: 3 clusters Score -1182178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1182183.500000 Penalty: 4594.461914
	Iteration 44Q: 3 clusters Score -1182184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1182187.625000 Penalty: 4594.461914
	Iteration 45Q: 3 clusters Score -1182188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1182193.125000 Penalty: 4594.461914
	Iteration 46Q: 3 clusters Score -1182193 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1182206.750000 Penalty: 4594.461914
	Iteration 47Q: 3 clusters Score -1182207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1182204.750000 Penalty: 4594.461914
	Iteration 48Q: 3 clusters Score -1182205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1182215.375000 Penalty: 4594.461914
	Iteration 49Q: 3 clusters Score -1182215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1182223.375000 Penalty: 4594.461914
	Iteration 50Q: 3 clusters Score -1182223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1182226.875000 Penalty: 4594.461914
	Iteration 51Q: 3 clusters Score -1182227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1182232.125000 Penalty: 4594.461914
	Iteration 52Q: 3 clusters Score -1182232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1182239.625000 Penalty: 4594.461914
	Iteration 53Q: 3 clusters Score -1182240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1182249.000000 Penalty: 4594.461914
	Iteration 54Q: 3 clusters Score -1182249 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1182263.875000 Penalty: 4594.461914
	Iteration 55Q: 3 clusters Score -1182264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1182277.500000 Penalty: 4594.461914
	Iteration 56Q: 3 clusters Score -1182278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1182290.875000 Penalty: 4594.461914
	Iteration 57Q: 3 clusters Score -1182291 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1182300.750000 Penalty: 4594.461914
	Iteration 58Q: 3 clusters Score -1182301 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1182319.750000 Penalty: 4594.461914
	Iteration 59Q: 3 clusters Score -1182320 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1182338.500000 Penalty: 4594.461914
	Iteration 60F: 3 clusters Score -1182338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1182360.500000 Penalty: 4594.461914
	Iteration 61Q: 3 clusters Score -1182360 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1182381.375000 Penalty: 4594.461914
	Iteration 62Q: 3 clusters Score -1182381 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1182402.375000 Penalty: 4594.461914
	Iteration 63Q: 3 clusters Score -1182402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1182424.250000 Penalty: 4594.461914
	Iteration 64Q: 3 clusters Score -1182424 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1182439.250000 Penalty: 4594.461914
	Iteration 65Q: 3 clusters Score -1182439 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1182462.625000 Penalty: 4594.461914
	Iteration 66Q: 3 clusters Score -1182463 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1182480.500000 Penalty: 4594.461914
	Iteration 67Q: 3 clusters Score -1182480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1182500.000000 Penalty: 4594.461914
	Iteration 68Q: 3 clusters Score -1182500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1182515.250000 Penalty: 4594.461914
	Iteration 69Q: 3 clusters Score -1182515 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1182530.125000 Penalty: 4594.461914
	Iteration 70Q: 3 clusters Score -1182530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1182548.625000 Penalty: 4594.461914
	Iteration 71Q: 3 clusters Score -1182549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1182563.125000 Penalty: 4594.461914
	Iteration 72Q: 3 clusters Score -1182563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1182576.250000 Penalty: 4594.461914
	Iteration 73Q: 3 clusters Score -1182576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1182593.500000 Penalty: 4594.461914
	Iteration 74Q: 3 clusters Score -1182594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1182606.125000 Penalty: 4594.461914
	Iteration 75Q: 3 clusters Score -1182606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1182615.375000 Penalty: 4594.461914
	Iteration 76Q: 3 clusters Score -1182615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1182632.750000 Penalty: 4594.461914
	Iteration 77Q: 3 clusters Score -1182633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1182641.375000 Penalty: 4594.461914
	Iteration 78Q: 3 clusters Score -1182641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1182646.125000 Penalty: 4594.461914
	Iteration 79Q: 3 clusters Score -1182646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1182653.250000 Penalty: 4594.461914
	Iteration 80F: 3 clusters Score -1182653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1182662.875000 Penalty: 4594.461914
	Iteration 81Q: 3 clusters Score -1182663 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1182669.875000 Penalty: 4594.461914
	Iteration 82Q: 3 clusters Score -1182670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1182676.125000 Penalty: 4594.461914
	Iteration 83Q: 3 clusters Score -1182676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1182680.000000 Penalty: 4594.461914
	Iteration 84Q: 3 clusters Score -1182680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1182689.000000 Penalty: 4594.461914
	Iteration 85Q: 3 clusters Score -1182689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1182694.375000 Penalty: 4594.461914
	Iteration 86Q: 3 clusters Score -1182694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1182702.500000 Penalty: 4594.461914
	Iteration 87Q: 3 clusters Score -1182702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1182705.500000 Penalty: 4594.461914
	Iteration 88Q: 3 clusters Score -1182706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1182713.250000 Penalty: 4594.461914
	Iteration 89Q: 3 clusters Score -1182713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1182718.500000 Penalty: 4594.461914
	Iteration 90Q: 3 clusters Score -1182718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1182720.000000 Penalty: 4594.461914
	Iteration 91Q: 3 clusters Score -1182720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1182732.625000 Penalty: 4594.461914
	Iteration 92Q: 3 clusters Score -1182733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1182730.625000 Penalty: 4594.461914
	Iteration 93Q: 3 clusters Score -1182731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1182735.875000 Penalty: 4594.461914
	Iteration 94Q: 3 clusters Score -1182736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1182742.625000 Penalty: 4594.461914
	Iteration 95Q: 3 clusters Score -1182743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1182746.875000 Penalty: 4594.461914
	Iteration 96Q: 3 clusters Score -1182747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1182746.875000 Penalty: 4594.461914
	Iteration 97Q: 3 clusters Score -1182747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1182745.375000 Penalty: 4594.461914
	Iteration 98Q: 3 clusters Score -1182745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1182751.375000 Penalty: 4594.461914
	Iteration 99Q: 3 clusters Score -1182751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1182757.125000 Penalty: 4594.461914
	Iteration 100F: 3 clusters Score -1182757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1182760.875000 Penalty: 4594.461914
	Iteration 101Q: 3 clusters Score -1182761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1182767.125000 Penalty: 4594.461914
	Iteration 102Q: 3 clusters Score -1182767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1182775.375000 Penalty: 4594.461914
	Iteration 103Q: 3 clusters Score -1182775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1182782.750000 Penalty: 4594.461914
	Iteration 104Q: 3 clusters Score -1182783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1182789.500000 Penalty: 4594.461914
	Iteration 105Q: 3 clusters Score -1182790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1182793.500000 Penalty: 4594.461914
	Iteration 106Q: 3 clusters Score -1182794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1182796.125000 Penalty: 4594.461914
	Iteration 107Q: 3 clusters Score -1182796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1182797.500000 Penalty: 4594.461914
	Iteration 108Q: 3 clusters Score -1182798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1182800.000000 Penalty: 4594.461914
	Iteration 109Q: 3 clusters Score -1182800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1182808.125000 Penalty: 4594.461914
	Iteration 110Q: 3 clusters Score -1182808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1182815.500000 Penalty: 4594.461914
	Iteration 111Q: 3 clusters Score -1182816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1182822.250000 Penalty: 4594.461914
	Iteration 112Q: 3 clusters Score -1182822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1182828.375000 Penalty: 4594.461914
	Iteration 113Q: 3 clusters Score -1182828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1182832.375000 Penalty: 4594.461914
	Iteration 114Q: 3 clusters Score -1182832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1182836.625000 Penalty: 4594.461914
	Iteration 115Q: 3 clusters Score -1182837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1182840.875000 Penalty: 4594.461914
	Iteration 116Q: 3 clusters Score -1182841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1182845.500000 Penalty: 4594.461914
	Iteration 117Q: 3 clusters Score -1182846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1182849.250000 Penalty: 4594.461914
	Iteration 118Q: 3 clusters Score -1182849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1182852.625000 Penalty: 4594.461914
	Iteration 119Q: 3 clusters Score -1182853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1182857.000000 Penalty: 4594.461914
	Iteration 120F: 3 clusters Score -1182857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1182855.625000 Penalty: 4594.461914
	Iteration 121Q: 3 clusters Score -1182856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1182861.375000 Penalty: 4594.461914
	Iteration 122Q: 3 clusters Score -1182861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1182860.750000 Penalty: 4594.461914
	Iteration 123Q: 3 clusters Score -1182861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1182860.625000 Penalty: 4594.461914
	Iteration 124Q: 3 clusters Score -1182861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1182862.500000 Penalty: 4594.461914
	Iteration 125Q: 3 clusters Score -1182862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1182862.875000 Penalty: 4594.461914
	Iteration 126Q: 3 clusters Score -1182863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1182861.875000 Penalty: 4594.461914
	Iteration 127Q: 3 clusters Score -1182862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1182861.875000 Penalty: 4594.461914
	Iteration 128F: 3 clusters Score -1182862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -338491.281250 Penalty: 1982.082642
	Iteration 0F: 2 clusters Score -338491.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -335230.562500 Penalty: 3964.165283
	Iteration 0F: 3 clusters Score -335230.6 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -335886.000000 Penalty: 3964.165283
	Iteration 1F: 3 clusters Score -335886 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -336044.562500 Penalty: 3964.165283
	Iteration 2F: 3 clusters Score -336044.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -336142.437500 Penalty: 3964.165283
	Iteration 3Q: 3 clusters Score -336142.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -336196.718750 Penalty: 3964.165283
	Iteration 4Q: 3 clusters Score -336196.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -336233.281250 Penalty: 3964.165283
	Iteration 5Q: 3 clusters Score -336233.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -336264.343750 Penalty: 3964.165283
	Iteration 6Q: 3 clusters Score -336264.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -336292.093750 Penalty: 3964.165283
	Iteration 7Q: 3 clusters Score -336292.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -336319.187500 Penalty: 3964.165283
	Iteration 8Q: 3 clusters Score -336319.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -336337.562500 Penalty: 3964.165283
	Iteration 9Q: 3 clusters Score -336337.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -336349.937500 Penalty: 3964.165283
	Iteration 10Q: 3 clusters Score -336349.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -336358.937500 Penalty: 3964.165283
	Iteration 11Q: 3 clusters Score -336358.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -336365.468750 Penalty: 3964.165283
	Iteration 12Q: 3 clusters Score -336365.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -336371.406250 Penalty: 3964.165283
	Iteration 13Q: 3 clusters Score -336371.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -336375.343750 Penalty: 3964.165283
	Iteration 14Q: 3 clusters Score -336375.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -336379.375000 Penalty: 3964.165283
	Iteration 15Q: 3 clusters Score -336379.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -336384.625000 Penalty: 3964.165283
	Iteration 16Q: 3 clusters Score -336384.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -336394.593750 Penalty: 3964.165283
	Iteration 17Q: 3 clusters Score -336394.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -336407.187500 Penalty: 3964.165283
	Iteration 18Q: 3 clusters Score -336407.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -336422.531250 Penalty: 3964.165283
	Iteration 19Q: 3 clusters Score -336422.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -336439.281250 Penalty: 3964.165283
	Iteration 20F: 3 clusters Score -336439.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -336450.968750 Penalty: 3964.165283
	Iteration 21Q: 3 clusters Score -336451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -336464.437500 Penalty: 3964.165283
	Iteration 22Q: 3 clusters Score -336464.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -336480.968750 Penalty: 3964.165283
	Iteration 23Q: 3 clusters Score -336481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -336505.906250 Penalty: 3964.165283
	Iteration 24Q: 3 clusters Score -336505.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -336528.250000 Penalty: 3964.165283
	Iteration 25Q: 3 clusters Score -336528.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -336551.437500 Penalty: 3964.165283
	Iteration 26Q: 3 clusters Score -336551.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -336567.031250 Penalty: 3964.165283
	Iteration 27Q: 3 clusters Score -336567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -336580.281250 Penalty: 3964.165283
	Iteration 28Q: 3 clusters Score -336580.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -336602.156250 Penalty: 3964.165283
	Iteration 29Q: 3 clusters Score -336602.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -336628.312500 Penalty: 3964.165283
	Iteration 30Q: 3 clusters Score -336628.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -336653.093750 Penalty: 3964.165283
	Iteration 31Q: 3 clusters Score -336653.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -336674.781250 Penalty: 3964.165283
	Iteration 32Q: 3 clusters Score -336674.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -336699.906250 Penalty: 3964.165283
	Iteration 33Q: 3 clusters Score -336699.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -336720.000000 Penalty: 3964.165283
	Iteration 34Q: 3 clusters Score -336720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -336739.468750 Penalty: 3964.165283
	Iteration 35Q: 3 clusters Score -336739.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -336760.093750 Penalty: 3964.165283
	Iteration 36Q: 3 clusters Score -336760.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -336777.687500 Penalty: 3964.165283
	Iteration 37Q: 3 clusters Score -336777.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -336792.781250 Penalty: 3964.165283
	Iteration 38Q: 3 clusters Score -336792.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -336805.156250 Penalty: 3964.165283
	Iteration 39Q: 3 clusters Score -336805.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -336818.406250 Penalty: 3964.165283
	Iteration 40F: 3 clusters Score -336818.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -336827.937500 Penalty: 3964.165283
	Iteration 41Q: 3 clusters Score -336827.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -336833.562500 Penalty: 3964.165283
	Iteration 42Q: 3 clusters Score -336833.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -336842.468750 Penalty: 3964.165283
	Iteration 43Q: 3 clusters Score -336842.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -336848.875000 Penalty: 3964.165283
	Iteration 44Q: 3 clusters Score -336848.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -336857.406250 Penalty: 3964.165283
	Iteration 45Q: 3 clusters Score -336857.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -336873.187500 Penalty: 3964.165283
	Iteration 46Q: 3 clusters Score -336873.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -336883.718750 Penalty: 3964.165283
	Iteration 47Q: 3 clusters Score -336883.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -336891.406250 Penalty: 3964.165283
	Iteration 48Q: 3 clusters Score -336891.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -336899.156250 Penalty: 3964.165283
	Iteration 49Q: 3 clusters Score -336899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -336904.937500 Penalty: 3964.165283
	Iteration 50Q: 3 clusters Score -336904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -336913.250000 Penalty: 3964.165283
	Iteration 51Q: 3 clusters Score -336913.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -336921.656250 Penalty: 3964.165283
	Iteration 52Q: 3 clusters Score -336921.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -336932.406250 Penalty: 3964.165283
	Iteration 53Q: 3 clusters Score -336932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -336938.031250 Penalty: 3964.165283
	Iteration 54Q: 3 clusters Score -336938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -336943.031250 Penalty: 3964.165283
	Iteration 55Q: 3 clusters Score -336943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -336946.218750 Penalty: 3964.165283
	Iteration 56Q: 3 clusters Score -336946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -336948.750000 Penalty: 3964.165283
	Iteration 57Q: 3 clusters Score -336948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -336957.000000 Penalty: 3964.165283
	Iteration 58Q: 3 clusters Score -336957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -336965.625000 Penalty: 3964.165283
	Iteration 59Q: 3 clusters Score -336965.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -336973.562500 Penalty: 3964.165283
	Iteration 60F: 3 clusters Score -336973.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -336978.968750 Penalty: 3964.165283
	Iteration 61Q: 3 clusters Score -336979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -336986.437500 Penalty: 3964.165283
	Iteration 62Q: 3 clusters Score -336986.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -336988.875000 Penalty: 3964.165283
	Iteration 63Q: 3 clusters Score -336988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -336990.343750 Penalty: 3964.165283
	Iteration 64Q: 3 clusters Score -336990.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -336993.500000 Penalty: 3964.165283
	Iteration 65Q: 3 clusters Score -336993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -336997.375000 Penalty: 3964.165283
	Iteration 66Q: 3 clusters Score -336997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -336999.562500 Penalty: 3964.165283
	Iteration 67Q: 3 clusters Score -336999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -337003.093750 Penalty: 3964.165283
	Iteration 68Q: 3 clusters Score -337003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -337004.812500 Penalty: 3964.165283
	Iteration 69Q: 3 clusters Score -337004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -337011.125000 Penalty: 3964.165283
	Iteration 70Q: 3 clusters Score -337011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -337013.187500 Penalty: 3964.165283
	Iteration 71Q: 3 clusters Score -337013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -337015.250000 Penalty: 3964.165283
	Iteration 72Q: 3 clusters Score -337015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -337017.593750 Penalty: 3964.165283
	Iteration 73Q: 3 clusters Score -337017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -337020.062500 Penalty: 3964.165283
	Iteration 74Q: 3 clusters Score -337020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -337022.093750 Penalty: 3964.165283
	Iteration 75Q: 3 clusters Score -337022.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -337022.093750 Penalty: 3964.165283
	Iteration 76F: 3 clusters Score -337022.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -142284.750000 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -142284.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -140065.718750 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -140065.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -140411.515625 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -140411.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -140529.421875 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -140529.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -140592.265625 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -140592.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -140631.500000 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -140631.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -140660.515625 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -140660.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -140681.312500 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -140681.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -140693.906250 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -140693.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -140706.031250 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -140706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -140717.265625 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -140717.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -140724.593750 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -140724.6 nChanged 9
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: -140732.515625 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -140732.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -140741.343750 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -140741.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -140752.359375 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -140752.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140763.015625 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -140763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -140770.609375 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -140770.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140775.515625 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -140775.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140781.984375 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -140782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140787.968750 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -140788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140795.437500 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -140795.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140806.890625 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -140806.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -140813.328125 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -140813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -140816.375000 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -140816.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -140821.046875 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -140821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -140824.015625 Penalty: 3579.852051
	Iteration 24Q: 3 clusters Score -140824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -140827.828125 Penalty: 3579.852051
	Iteration 25Q: 3 clusters Score -140827.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -140835.734375 Penalty: 3579.852051
	Iteration 26Q: 3 clusters Score -140835.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -140844.218750 Penalty: 3579.852051
	Iteration 27Q: 3 clusters Score -140844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -140853.750000 Penalty: 3579.852051
	Iteration 28Q: 3 clusters Score -140853.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140857.640625 Penalty: 3579.852051
	Iteration 29Q: 3 clusters Score -140857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140861.015625 Penalty: 3579.852051
	Iteration 30Q: 3 clusters Score -140861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140861.671875 Penalty: 3579.852051
	Iteration 31Q: 3 clusters Score -140861.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140861.671875 Penalty: 3579.852051
	Iteration 32F: 3 clusters Score -140861.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -158976.062500 Penalty: 1796.745605
	Iteration 0F: 2 clusters Score -158976.1 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 729 members 
Entering Unmasked Estep 
Score: -156748.765625 Penalty: 3593.491211
	Iteration 0F: 3 clusters Score -156748.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -157092.437500 Penalty: 3593.491211
	Iteration 1F: 3 clusters Score -157092.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -157185.828125 Penalty: 3593.491211
	Iteration 2F: 3 clusters Score -157185.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -157234.312500 Penalty: 3593.491211
	Iteration 3Q: 3 clusters Score -157234.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -157263.203125 Penalty: 3593.491211
	Iteration 4Q: 3 clusters Score -157263.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -157279.703125 Penalty: 3593.491211
	Iteration 5Q: 3 clusters Score -157279.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -157292.687500 Penalty: 3593.491211
	Iteration 6Q: 3 clusters Score -157292.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -157301.406250 Penalty: 3593.491211
	Iteration 7Q: 3 clusters Score -157301.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -157306.781250 Penalty: 3593.491211
	Iteration 8Q: 3 clusters Score -157306.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -157315.031250 Penalty: 3593.491211
	Iteration 9Q: 3 clusters Score -157315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -157319.765625 Penalty: 3593.491211
	Iteration 10Q: 3 clusters Score -157319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -157322.593750 Penalty: 3593.491211
	Iteration 11Q: 3 clusters Score -157322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -157325.890625 Penalty: 3593.491211
	Iteration 12Q: 3 clusters Score -157325.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -157330.640625 Penalty: 3593.491211
	Iteration 13Q: 3 clusters Score -157330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157332.812500 Penalty: 3593.491211
	Iteration 14Q: 3 clusters Score -157332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -157333.765625 Penalty: 3593.491211
	Iteration 15Q: 3 clusters Score -157333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -157336.296875 Penalty: 3593.491211
	Iteration 16Q: 3 clusters Score -157336.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -157336.703125 Penalty: 3593.491211
	Iteration 17Q: 3 clusters Score -157336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -157337.687500 Penalty: 3593.491211
	Iteration 18Q: 3 clusters Score -157337.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -157337.687500 Penalty: 3593.491211
	Iteration 19F: 3 clusters Score -157337.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -124740.429688 Penalty: 1781.975952
	Iteration 0F: 2 clusters Score -124740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -122656.281250 Penalty: 3563.951904
	Iteration 0F: 3 clusters Score -122656.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -123465.937500 Penalty: 3563.951904
	Iteration 1F: 3 clusters Score -123465.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -124180.335938 Penalty: 3563.951904
	Iteration 2F: 3 clusters Score -124180.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -124653.273438 Penalty: 3563.951904
	Iteration 3F: 3 clusters Score -124653.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -125064.023438 Penalty: 3563.951904
	Iteration 4F: 3 clusters Score -125064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -125388.187500 Penalty: 3563.951904
	Iteration 5Q: 3 clusters Score -125388.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -125710.351562 Penalty: 3563.951904
	Iteration 6Q: 3 clusters Score -125710.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -125884.695312 Penalty: 3563.951904
	Iteration 7Q: 3 clusters Score -125884.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -125909.414062 Penalty: 3563.951904
	Iteration 8Q: 3 clusters Score -125909.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -125919.914062 Penalty: 3563.951904
	Iteration 9Q: 3 clusters Score -125919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -125924.171875 Penalty: 3563.951904
	Iteration 10Q: 3 clusters Score -125924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -125926.023438 Penalty: 3563.951904
	Iteration 11Q: 3 clusters Score -125926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -125929.039062 Penalty: 3563.951904
	Iteration 12Q: 3 clusters Score -125929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -125934.984375 Penalty: 3563.951904
	Iteration 13Q: 3 clusters Score -125935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -125941.367188 Penalty: 3563.951904
	Iteration 14Q: 3 clusters Score -125941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -125952.117188 Penalty: 3563.951904
	Iteration 15Q: 3 clusters Score -125952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125960.218750 Penalty: 3563.951904
	Iteration 16Q: 3 clusters Score -125960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -125962.421875 Penalty: 3563.951904
	Iteration 17Q: 3 clusters Score -125962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -125965.460938 Penalty: 3563.951904
	Iteration 18Q: 3 clusters Score -125965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -125966.335938 Penalty: 3563.951904
	Iteration 19Q: 3 clusters Score -125966.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -125966.335938 Penalty: 3563.951904
	Iteration 20F: 3 clusters Score -125966.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 679 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 122992 members 
Mstep: Class 11 contains 282681 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 15 contains 1522 members 
Mstep: Class 16 contains 31444 members 
Mstep: Class 17 contains 103900 members 
Mstep: Class 19 contains 46194 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 7866 members 
Entering Unmasked Estep 
Score: -70734152.000000 Penalty: 53003.992188
Splitting cluster 6 changes total score from -70734584.000000 to -70734152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (122992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122992 members 
Entering Unmasked Estep 
Score: -13988537.000000 Penalty: 2906.528809
	Iteration 0F: 2 clusters Score -1.398854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -13907184.000000 Penalty: 5813.057617
	Iteration 0F: 3 clusters Score -1.390718e+07 nChanged 58352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -13940836.000000 Penalty: 5813.057617
	Iteration 1F: 3 clusters Score -1.394084e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -13941705.000000 Penalty: 5813.057617
	Iteration 2Q: 3 clusters Score -1.39417e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 61743 members 
Entering Unmasked Estep 
Score: -13942577.000000 Penalty: 5813.057617
	Iteration 3Q: 3 clusters Score -1.394258e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -13943785.000000 Penalty: 5813.057617
	Iteration 4Q: 3 clusters Score -1.394378e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -13945357.000000 Penalty: 5813.057617
	Iteration 5Q: 3 clusters Score -1.394536e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60871 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -13947669.000000 Penalty: 5813.057617
	Iteration 6Q: 3 clusters Score -1.394767e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -13951139.000000 Penalty: 5813.057617
	Iteration 7Q: 3 clusters Score -1.395114e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -13955819.000000 Penalty: 5813.057617
	Iteration 8F: 3 clusters Score -1.395582e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -13961355.000000 Penalty: 5813.057617
	Iteration 9F: 3 clusters Score -1.396136e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -13966463.000000 Penalty: 5813.057617
	Iteration 10F: 3 clusters Score -1.396646e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -13969763.000000 Penalty: 5813.057617
	Iteration 11F: 3 clusters Score -1.396976e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -13971399.000000 Penalty: 5813.057617
	Iteration 12Q: 3 clusters Score -1.39714e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -13972221.000000 Penalty: 5813.057617
	Iteration 13Q: 3 clusters Score -1.397222e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -13972523.000000 Penalty: 5813.057617
	Iteration 14Q: 3 clusters Score -1.397252e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -13972878.000000 Penalty: 5813.057617
	Iteration 15Q: 3 clusters Score -1.397288e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -13973206.000000 Penalty: 5813.057617
	Iteration 16Q: 3 clusters Score -1.397321e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
Score: -13973442.000000 Penalty: 5813.057617
	Iteration 17Q: 3 clusters Score -1.397344e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -13973766.000000 Penalty: 5813.057617
	Iteration 18Q: 3 clusters Score -1.397377e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 73028 members 
Entering Unmasked Estep 
Score: -13974062.000000 Penalty: 5813.057617
	Iteration 19Q: 3 clusters Score -1.397406e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 74045 members 
Entering Unmasked Estep 
Score: -13974460.000000 Penalty: 5813.057617
	Iteration 20F: 3 clusters Score -1.397446e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -13974981.000000 Penalty: 5813.057617
	Iteration 21Q: 3 clusters Score -1.397498e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -13975640.000000 Penalty: 5813.057617
	Iteration 22Q: 3 clusters Score -1.397564e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 77956 members 
Entering Unmasked Estep 
Score: -13976317.000000 Penalty: 5813.057617
	Iteration 23Q: 3 clusters Score -1.397632e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 79596 members 
Entering Unmasked Estep 
Score: -13977182.000000 Penalty: 5813.057617
	Iteration 24Q: 3 clusters Score -1.397718e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -13978173.000000 Penalty: 5813.057617
	Iteration 25Q: 3 clusters Score -1.397817e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -13979331.000000 Penalty: 5813.057617
	Iteration 26Q: 3 clusters Score -1.397933e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 85103 members 
Entering Unmasked Estep 
Score: -13980787.000000 Penalty: 5813.057617
	Iteration 27Q: 3 clusters Score -1.398079e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 86926 members 
Entering Unmasked Estep 
Score: -13982026.000000 Penalty: 5813.057617
	Iteration 28Q: 3 clusters Score -1.398203e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 88611 members 
Entering Unmasked Estep 
Score: -13983033.000000 Penalty: 5813.057617
	Iteration 29Q: 3 clusters Score -1.398303e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 90139 members 
Entering Unmasked Estep 
Score: -13983729.000000 Penalty: 5813.057617
	Iteration 30Q: 3 clusters Score -1.398373e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 91553 members 
Entering Unmasked Estep 
Score: -13984408.000000 Penalty: 5813.057617
	Iteration 31Q: 3 clusters Score -1.398441e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -13984924.000000 Penalty: 5813.057617
	Iteration 32Q: 3 clusters Score -1.398492e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 93985 members 
Entering Unmasked Estep 
Score: -13985312.000000 Penalty: 5813.057617
	Iteration 33Q: 3 clusters Score -1.398531e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 95017 members 
Entering Unmasked Estep 
Score: -13985507.000000 Penalty: 5813.057617
	Iteration 34Q: 3 clusters Score -1.398551e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 95937 members 
Entering Unmasked Estep 
Score: -13985673.000000 Penalty: 5813.057617
	Iteration 35Q: 3 clusters Score -1.398567e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 96710 members 
Entering Unmasked Estep 
Score: -13985814.000000 Penalty: 5813.057617
	Iteration 36Q: 3 clusters Score -1.398581e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 97384 members 
Entering Unmasked Estep 
Score: -13985891.000000 Penalty: 5813.057617
	Iteration 37Q: 3 clusters Score -1.398589e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -13985984.000000 Penalty: 5813.057617
	Iteration 38Q: 3 clusters Score -1.398598e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -13986021.000000 Penalty: 5813.057617
	Iteration 39Q: 3 clusters Score -1.398602e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 99067 members 
Entering Unmasked Estep 
Score: -13986086.000000 Penalty: 5813.057617
	Iteration 40F: 3 clusters Score -1.398609e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 99601 members 
Entering Unmasked Estep 
Score: -13986206.000000 Penalty: 5813.057617
	Iteration 41Q: 3 clusters Score -1.398621e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 100112 members 
Entering Unmasked Estep 
Score: -13986279.000000 Penalty: 5813.057617
	Iteration 42Q: 3 clusters Score -1.398628e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -13986306.000000 Penalty: 5813.057617
	Iteration 43Q: 3 clusters Score -1.398631e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 101087 members 
Entering Unmasked Estep 
Score: -13986384.000000 Penalty: 5813.057617
	Iteration 44Q: 3 clusters Score -1.398638e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 101500 members 
Entering Unmasked Estep 
Score: -13986423.000000 Penalty: 5813.057617
	Iteration 45Q: 3 clusters Score -1.398642e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -13986522.000000 Penalty: 5813.057617
	Iteration 46Q: 3 clusters Score -1.398652e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 102178 members 
Entering Unmasked Estep 
Score: -13986593.000000 Penalty: 5813.057617
	Iteration 47Q: 3 clusters Score -1.398659e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 102491 members 
Entering Unmasked Estep 
Score: -13986570.000000 Penalty: 5813.057617
	Iteration 48Q: 3 clusters Score -1.398657e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -13986549.000000 Penalty: 5813.057617
	Iteration 49Q: 3 clusters Score -1.398655e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 103047 members 
Entering Unmasked Estep 
Score: -13986579.000000 Penalty: 5813.057617
	Iteration 50Q: 3 clusters Score -1.398658e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 103288 members 
Entering Unmasked Estep 
Score: -13986599.000000 Penalty: 5813.057617
	Iteration 51Q: 3 clusters Score -1.39866e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 103551 members 
Entering Unmasked Estep 
Score: -13986563.000000 Penalty: 5813.057617
	Iteration 52Q: 3 clusters Score -1.398656e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 103783 members 
Entering Unmasked Estep 
Score: -13986539.000000 Penalty: 5813.057617
	Iteration 53Q: 3 clusters Score -1.398654e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 103995 members 
Entering Unmasked Estep 
Score: -13986549.000000 Penalty: 5813.057617
	Iteration 54Q: 3 clusters Score -1.398655e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 104199 members 
Entering Unmasked Estep 
Score: -13986608.000000 Penalty: 5813.057617
	Iteration 55Q: 3 clusters Score -1.398661e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 104415 members 
Entering Unmasked Estep 
Score: -13986594.000000 Penalty: 5813.057617
	Iteration 56Q: 3 clusters Score -1.398659e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -13986641.000000 Penalty: 5813.057617
	Iteration 57Q: 3 clusters Score -1.398664e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 104827 members 
Entering Unmasked Estep 
Score: -13986688.000000 Penalty: 5813.057617
	Iteration 58Q: 3 clusters Score -1.398669e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 105014 members 
Entering Unmasked Estep 
Score: -13986713.000000 Penalty: 5813.057617
	Iteration 59Q: 3 clusters Score -1.398671e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 105180 members 
Entering Unmasked Estep 
Score: -13986732.000000 Penalty: 5813.057617
	Iteration 60F: 3 clusters Score -1.398673e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 105343 members 
Entering Unmasked Estep 
Score: -13986731.000000 Penalty: 5813.057617
	Iteration 61Q: 3 clusters Score -1.398673e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 105515 members 
Entering Unmasked Estep 
Score: -13986737.000000 Penalty: 5813.057617
	Iteration 62Q: 3 clusters Score -1.398674e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 105650 members 
Entering Unmasked Estep 
Score: -13986737.000000 Penalty: 5813.057617
	Iteration 63Q: 3 clusters Score -1.398674e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 105777 members 
Entering Unmasked Estep 
Score: -13986725.000000 Penalty: 5813.057617
	Iteration 64Q: 3 clusters Score -1.398672e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 105898 members 
Entering Unmasked Estep 
Score: -13986713.000000 Penalty: 5813.057617
	Iteration 65Q: 3 clusters Score -1.398671e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 106035 members 
Entering Unmasked Estep 
Score: -13986751.000000 Penalty: 5813.057617
	Iteration 66Q: 3 clusters Score -1.398675e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 106172 members 
Entering Unmasked Estep 
Score: -13986764.000000 Penalty: 5813.057617
	Iteration 67Q: 3 clusters Score -1.398676e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 106309 members 
Entering Unmasked Estep 
Score: -13986754.000000 Penalty: 5813.057617
	Iteration 68Q: 3 clusters Score -1.398675e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 106442 members 
Entering Unmasked Estep 
Score: -13986751.000000 Penalty: 5813.057617
	Iteration 69Q: 3 clusters Score -1.398675e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 106565 members 
Entering Unmasked Estep 
Score: -13986761.000000 Penalty: 5813.057617
	Iteration 70Q: 3 clusters Score -1.398676e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 106686 members 
Entering Unmasked Estep 
Score: -13986777.000000 Penalty: 5813.057617
	Iteration 71Q: 3 clusters Score -1.398678e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 106789 members 
Entering Unmasked Estep 
Score: -13986803.000000 Penalty: 5813.057617
	Iteration 72Q: 3 clusters Score -1.39868e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
Score: -13986827.000000 Penalty: 5813.057617
	Iteration 73Q: 3 clusters Score -1.398683e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 106989 members 
Entering Unmasked Estep 
Score: -13986819.000000 Penalty: 5813.057617
	Iteration 74Q: 3 clusters Score -1.398682e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 107087 members 
Entering Unmasked Estep 
Score: -13986812.000000 Penalty: 5813.057617
	Iteration 75Q: 3 clusters Score -1.398681e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 107175 members 
Entering Unmasked Estep 
Score: -13986803.000000 Penalty: 5813.057617
	Iteration 76Q: 3 clusters Score -1.39868e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 107259 members 
Entering Unmasked Estep 
Score: -13986816.000000 Penalty: 5813.057617
	Iteration 77Q: 3 clusters Score -1.398682e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 107341 members 
Entering Unmasked Estep 
Score: -13986826.000000 Penalty: 5813.057617
	Iteration 78Q: 3 clusters Score -1.398683e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 107418 members 
Entering Unmasked Estep 
Score: -13986834.000000 Penalty: 5813.057617
	Iteration 79Q: 3 clusters Score -1.398683e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 107497 members 
Entering Unmasked Estep 
Score: -13986833.000000 Penalty: 5813.057617
	Iteration 80F: 3 clusters Score -1.398683e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 107578 members 
Entering Unmasked Estep 
Score: -13986810.000000 Penalty: 5813.057617
	Iteration 81Q: 3 clusters Score -1.398681e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 107664 members 
Entering Unmasked Estep 
Score: -13986811.000000 Penalty: 5813.057617
	Iteration 82Q: 3 clusters Score -1.398681e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 107736 members 
Entering Unmasked Estep 
Score: -13986818.000000 Penalty: 5813.057617
	Iteration 83Q: 3 clusters Score -1.398682e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -13986853.000000 Penalty: 5813.057617
	Iteration 84Q: 3 clusters Score -1.398685e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -13986847.000000 Penalty: 5813.057617
	Iteration 85Q: 3 clusters Score -1.398685e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 107935 members 
Entering Unmasked Estep 
Score: -13986854.000000 Penalty: 5813.057617
	Iteration 86Q: 3 clusters Score -1.398685e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 107983 members 
Entering Unmasked Estep 
Score: -13986850.000000 Penalty: 5813.057617
	Iteration 87Q: 3 clusters Score -1.398685e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 108039 members 
Entering Unmasked Estep 
Score: -13986818.000000 Penalty: 5813.057617
	Iteration 88Q: 3 clusters Score -1.398682e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 108102 members 
Entering Unmasked Estep 
Score: -13986824.000000 Penalty: 5813.057617
	Iteration 89Q: 3 clusters Score -1.398682e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 108157 members 
Entering Unmasked Estep 
Score: -13986800.000000 Penalty: 5813.057617
	Iteration 90Q: 3 clusters Score -1.39868e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 108209 members 
Entering Unmasked Estep 
Score: -13986837.000000 Penalty: 5813.057617
	Iteration 91Q: 3 clusters Score -1.398684e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 108283 members 
Entering Unmasked Estep 
Score: -13986821.000000 Penalty: 5813.057617
	Iteration 92Q: 3 clusters Score -1.398682e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 108347 members 
Entering Unmasked Estep 
Score: -13986839.000000 Penalty: 5813.057617
	Iteration 93Q: 3 clusters Score -1.398684e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 108411 members 
Entering Unmasked Estep 
Score: -13986865.000000 Penalty: 5813.057617
	Iteration 94Q: 3 clusters Score -1.398686e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 108457 members 
Entering Unmasked Estep 
Score: -13986883.000000 Penalty: 5813.057617
	Iteration 95Q: 3 clusters Score -1.398688e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 108508 members 
Entering Unmasked Estep 
Score: -13986902.000000 Penalty: 5813.057617
	Iteration 96Q: 3 clusters Score -1.39869e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 108562 members 
Entering Unmasked Estep 
Score: -13986888.000000 Penalty: 5813.057617
	Iteration 97Q: 3 clusters Score -1.398689e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 108604 members 
Entering Unmasked Estep 
Score: -13986918.000000 Penalty: 5813.057617
	Iteration 98Q: 3 clusters Score -1.398692e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -13986925.000000 Penalty: 5813.057617
	Iteration 99Q: 3 clusters Score -1.398692e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 108700 members 
Entering Unmasked Estep 
Score: -13986928.000000 Penalty: 5813.057617
	Iteration 100F: 3 clusters Score -1.398693e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 108747 members 
Entering Unmasked Estep 
Score: -13986902.000000 Penalty: 5813.057617
	Iteration 101Q: 3 clusters Score -1.39869e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 108781 members 
Entering Unmasked Estep 
Score: -13986900.000000 Penalty: 5813.057617
	Iteration 102Q: 3 clusters Score -1.39869e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 108825 members 
Entering Unmasked Estep 
Score: -13986902.000000 Penalty: 5813.057617
	Iteration 103Q: 3 clusters Score -1.39869e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 108872 members 
Entering Unmasked Estep 
Score: -13986896.000000 Penalty: 5813.057617
	Iteration 104Q: 3 clusters Score -1.39869e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 108917 members 
Entering Unmasked Estep 
Score: -13986903.000000 Penalty: 5813.057617
	Iteration 105Q: 3 clusters Score -1.39869e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 108957 members 
Entering Unmasked Estep 
Score: -13986896.000000 Penalty: 5813.057617
	Iteration 106Q: 3 clusters Score -1.39869e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 108997 members 
Entering Unmasked Estep 
Score: -13986893.000000 Penalty: 5813.057617
	Iteration 107Q: 3 clusters Score -1.398689e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 109040 members 
Entering Unmasked Estep 
Score: -13986884.000000 Penalty: 5813.057617
	Iteration 108Q: 3 clusters Score -1.398688e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 109090 members 
Entering Unmasked Estep 
Score: -13986869.000000 Penalty: 5813.057617
	Iteration 109Q: 3 clusters Score -1.398687e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 109137 members 
Entering Unmasked Estep 
Score: -13986888.000000 Penalty: 5813.057617
	Iteration 110Q: 3 clusters Score -1.398689e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 109179 members 
Entering Unmasked Estep 
Score: -13986884.000000 Penalty: 5813.057617
	Iteration 111Q: 3 clusters Score -1.398688e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 109219 members 
Entering Unmasked Estep 
Score: -13986889.000000 Penalty: 5813.057617
	Iteration 112Q: 3 clusters Score -1.398689e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 109256 members 
Entering Unmasked Estep 
Score: -13986878.000000 Penalty: 5813.057617
	Iteration 113Q: 3 clusters Score -1.398688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 109282 members 
Entering Unmasked Estep 
Score: -13986878.000000 Penalty: 5813.057617
	Iteration 114Q: 3 clusters Score -1.398688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 109310 members 
Entering Unmasked Estep 
Score: -13986859.000000 Penalty: 5813.057617
	Iteration 115Q: 3 clusters Score -1.398686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 109331 members 
Entering Unmasked Estep 
Score: -13986877.000000 Penalty: 5813.057617
	Iteration 116Q: 3 clusters Score -1.398688e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 109360 members 
Entering Unmasked Estep 
Score: -13986868.000000 Penalty: 5813.057617
	Iteration 117Q: 3 clusters Score -1.398687e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 109394 members 
Entering Unmasked Estep 
Score: -13986858.000000 Penalty: 5813.057617
	Iteration 118Q: 3 clusters Score -1.398686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 109424 members 
Entering Unmasked Estep 
Score: -13986859.000000 Penalty: 5813.057617
	Iteration 119Q: 3 clusters Score -1.398686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 109453 members 
Entering Unmasked Estep 
Score: -13986869.000000 Penalty: 5813.057617
	Iteration 120F: 3 clusters Score -1.398687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 109488 members 
Entering Unmasked Estep 
Score: -13986879.000000 Penalty: 5813.057617
	Iteration 121Q: 3 clusters Score -1.398688e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 109527 members 
Entering Unmasked Estep 
Score: -13986862.000000 Penalty: 5813.057617
	Iteration 122Q: 3 clusters Score -1.398686e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 109560 members 
Entering Unmasked Estep 
Score: -13986843.000000 Penalty: 5813.057617
	Iteration 123Q: 3 clusters Score -1.398684e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 109598 members 
Entering Unmasked Estep 
Score: -13986858.000000 Penalty: 5813.057617
	Iteration 124Q: 3 clusters Score -1.398686e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 109627 members 
Entering Unmasked Estep 
Score: -13986838.000000 Penalty: 5813.057617
	Iteration 125Q: 3 clusters Score -1.398684e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -13986826.000000 Penalty: 5813.057617
	Iteration 126Q: 3 clusters Score -1.398683e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 109680 members 
Entering Unmasked Estep 
Score: -13986841.000000 Penalty: 5813.057617
	Iteration 127Q: 3 clusters Score -1.398684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -13986841.000000 Penalty: 5813.057617
	Iteration 128Q: 3 clusters Score -1.398684e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 109728 members 
Entering Unmasked Estep 
Score: -13986838.000000 Penalty: 5813.057617
	Iteration 129Q: 3 clusters Score -1.398684e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 109758 members 
Entering Unmasked Estep 
Score: -13986836.000000 Penalty: 5813.057617
	Iteration 130Q: 3 clusters Score -1.398684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 109778 members 
Entering Unmasked Estep 
Score: -13986816.000000 Penalty: 5813.057617
	Iteration 131Q: 3 clusters Score -1.398682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 109794 members 
Entering Unmasked Estep 
Score: -13986814.000000 Penalty: 5813.057617
	Iteration 132Q: 3 clusters Score -1.398681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 109813 members 
Entering Unmasked Estep 
Score: -13986815.000000 Penalty: 5813.057617
	Iteration 133Q: 3 clusters Score -1.398682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 109829 members 
Entering Unmasked Estep 
Score: -13986841.000000 Penalty: 5813.057617
	Iteration 134Q: 3 clusters Score -1.398684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 109844 members 
Entering Unmasked Estep 
Score: -13986827.000000 Penalty: 5813.057617
	Iteration 135Q: 3 clusters Score -1.398683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 109861 members 
Entering Unmasked Estep 
Score: -13986842.000000 Penalty: 5813.057617
	Iteration 136Q: 3 clusters Score -1.398684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 109874 members 
Entering Unmasked Estep 
Score: -13986837.000000 Penalty: 5813.057617
	Iteration 137Q: 3 clusters Score -1.398684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 109880 members 
Entering Unmasked Estep 
Score: -13986827.000000 Penalty: 5813.057617
	Iteration 138Q: 3 clusters Score -1.398683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 109886 members 
Entering Unmasked Estep 
Score: -13986835.000000 Penalty: 5813.057617
	Iteration 139Q: 3 clusters Score -1.398684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 109893 members 
Entering Unmasked Estep 
Score: -13986821.000000 Penalty: 5813.057617
	Iteration 140F: 3 clusters Score -1.398682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 109900 members 
Entering Unmasked Estep 
Score: -13986820.000000 Penalty: 5813.057617
	Iteration 141Q: 3 clusters Score -1.398682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 109909 members 
Entering Unmasked Estep 
Score: -13986824.000000 Penalty: 5813.057617
	Iteration 142Q: 3 clusters Score -1.398682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 109917 members 
Entering Unmasked Estep 
Score: -13986821.000000 Penalty: 5813.057617
	Iteration 143Q: 3 clusters Score -1.398682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 109925 members 
Entering Unmasked Estep 
Score: -13986809.000000 Penalty: 5813.057617
	Iteration 144Q: 3 clusters Score -1.398681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 109932 members 
Entering Unmasked Estep 
Score: -13986815.000000 Penalty: 5813.057617
	Iteration 145Q: 3 clusters Score -1.398682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 109937 members 
Entering Unmasked Estep 
Score: -13986821.000000 Penalty: 5813.057617
	Iteration 146Q: 3 clusters Score -1.398682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 109944 members 
Entering Unmasked Estep 
Score: -13986832.000000 Penalty: 5813.057617
	Iteration 147Q: 3 clusters Score -1.398683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 109960 members 
Entering Unmasked Estep 
Score: -13986838.000000 Penalty: 5813.057617
	Iteration 148Q: 3 clusters Score -1.398684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 109979 members 
Entering Unmasked Estep 
Score: -13986845.000000 Penalty: 5813.057617
	Iteration 149Q: 3 clusters Score -1.398684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 109997 members 
Entering Unmasked Estep 
Score: -13986849.000000 Penalty: 5813.057617
	Iteration 150Q: 3 clusters Score -1.398685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 110020 members 
Entering Unmasked Estep 
Score: -13986864.000000 Penalty: 5813.057617
	Iteration 151Q: 3 clusters Score -1.398686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 110043 members 
Entering Unmasked Estep 
Score: -13986883.000000 Penalty: 5813.057617
	Iteration 152Q: 3 clusters Score -1.398688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 110060 members 
Entering Unmasked Estep 
Score: -13986877.000000 Penalty: 5813.057617
	Iteration 153Q: 3 clusters Score -1.398688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 110076 members 
Entering Unmasked Estep 
Score: -13986870.000000 Penalty: 5813.057617
	Iteration 154Q: 3 clusters Score -1.398687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 110093 members 
Entering Unmasked Estep 
Score: -13986870.000000 Penalty: 5813.057617
	Iteration 155Q: 3 clusters Score -1.398687e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 110114 members 
Entering Unmasked Estep 
Score: -13986865.000000 Penalty: 5813.057617
	Iteration 156Q: 3 clusters Score -1.398686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 110136 members 
Entering Unmasked Estep 
Score: -13986858.000000 Penalty: 5813.057617
	Iteration 157Q: 3 clusters Score -1.398686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 110154 members 
Entering Unmasked Estep 
Score: -13986852.000000 Penalty: 5813.057617
	Iteration 158Q: 3 clusters Score -1.398685e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 110180 members 
Entering Unmasked Estep 
Score: -13986858.000000 Penalty: 5813.057617
	Iteration 159Q: 3 clusters Score -1.398686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -13986829.000000 Penalty: 5813.057617
	Iteration 160F: 3 clusters Score -1.398683e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 110245 members 
Entering Unmasked Estep 
Score: -13986863.000000 Penalty: 5813.057617
	Iteration 161Q: 3 clusters Score -1.398686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -13986848.000000 Penalty: 5813.057617
	Iteration 162Q: 3 clusters Score -1.398685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 110297 members 
Entering Unmasked Estep 
Score: -13986857.000000 Penalty: 5813.057617
	Iteration 163Q: 3 clusters Score -1.398686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -13986866.000000 Penalty: 5813.057617
	Iteration 164Q: 3 clusters Score -1.398687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 110362 members 
Entering Unmasked Estep 
Score: -13986867.000000 Penalty: 5813.057617
	Iteration 165Q: 3 clusters Score -1.398687e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 110402 members 
Entering Unmasked Estep 
Score: -13986870.000000 Penalty: 5813.057617
	Iteration 166Q: 3 clusters Score -1.398687e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 110436 members 
Entering Unmasked Estep 
Score: -13986865.000000 Penalty: 5813.057617
	Iteration 167Q: 3 clusters Score -1.398686e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -13986867.000000 Penalty: 5813.057617
	Iteration 168Q: 3 clusters Score -1.398687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 110500 members 
Entering Unmasked Estep 
Score: -13986876.000000 Penalty: 5813.057617
	Iteration 169Q: 3 clusters Score -1.398688e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -13986877.000000 Penalty: 5813.057617
	Iteration 170Q: 3 clusters Score -1.398688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 110556 members 
Entering Unmasked Estep 
Score: -13986892.000000 Penalty: 5813.057617
	Iteration 171Q: 3 clusters Score -1.398689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 110582 members 
Entering Unmasked Estep 
Score: -13986885.000000 Penalty: 5813.057617
	Iteration 172Q: 3 clusters Score -1.398688e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 110617 members 
Entering Unmasked Estep 
Score: -13986874.000000 Penalty: 5813.057617
	Iteration 173Q: 3 clusters Score -1.398687e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 110653 members 
Entering Unmasked Estep 
Score: -13986866.000000 Penalty: 5813.057617
	Iteration 174Q: 3 clusters Score -1.398687e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 110689 members 
Entering Unmasked Estep 
Score: -13986868.000000 Penalty: 5813.057617
	Iteration 175Q: 3 clusters Score -1.398687e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -13986889.000000 Penalty: 5813.057617
	Iteration 176Q: 3 clusters Score -1.398689e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 110755 members 
Entering Unmasked Estep 
Score: -13986890.000000 Penalty: 5813.057617
	Iteration 177Q: 3 clusters Score -1.398689e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 110796 members 
Entering Unmasked Estep 
Score: -13986894.000000 Penalty: 5813.057617
	Iteration 178Q: 3 clusters Score -1.398689e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -13986889.000000 Penalty: 5813.057617
	Iteration 179Q: 3 clusters Score -1.398689e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -13986901.000000 Penalty: 5813.057617
	Iteration 180F: 3 clusters Score -1.39869e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 110897 members 
Entering Unmasked Estep 
Score: -13986875.000000 Penalty: 5813.057617
	Iteration 181Q: 3 clusters Score -1.398688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
Score: -13986897.000000 Penalty: 5813.057617
	Iteration 182Q: 3 clusters Score -1.39869e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 110958 members 
Entering Unmasked Estep 
Score: -13986874.000000 Penalty: 5813.057617
	Iteration 183Q: 3 clusters Score -1.398687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 110976 members 
Entering Unmasked Estep 
Score: -13986895.000000 Penalty: 5813.057617
	Iteration 184Q: 3 clusters Score -1.39869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 110998 members 
Entering Unmasked Estep 
Score: -13986896.000000 Penalty: 5813.057617
	Iteration 185Q: 3 clusters Score -1.39869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 111026 members 
Entering Unmasked Estep 
Score: -13986901.000000 Penalty: 5813.057617
	Iteration 186Q: 3 clusters Score -1.39869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -13986882.000000 Penalty: 5813.057617
	Iteration 187Q: 3 clusters Score -1.398688e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 111091 members 
Entering Unmasked Estep 
Score: -13986885.000000 Penalty: 5813.057617
	Iteration 188Q: 3 clusters Score -1.398688e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 111135 members 
Entering Unmasked Estep 
Score: -13986884.000000 Penalty: 5813.057617
	Iteration 189Q: 3 clusters Score -1.398688e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 111184 members 
Entering Unmasked Estep 
Score: -13986911.000000 Penalty: 5813.057617
	Iteration 190Q: 3 clusters Score -1.398691e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 111231 members 
Entering Unmasked Estep 
Score: -13986898.000000 Penalty: 5813.057617
	Iteration 191Q: 3 clusters Score -1.39869e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 111284 members 
Entering Unmasked Estep 
Score: -13986908.000000 Penalty: 5813.057617
	Iteration 192Q: 3 clusters Score -1.398691e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 111326 members 
Entering Unmasked Estep 
Score: -13986906.000000 Penalty: 5813.057617
	Iteration 193Q: 3 clusters Score -1.398691e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 111363 members 
Entering Unmasked Estep 
Score: -13986892.000000 Penalty: 5813.057617
	Iteration 194Q: 3 clusters Score -1.398689e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 111392 members 
Entering Unmasked Estep 
Score: -13986894.000000 Penalty: 5813.057617
	Iteration 195Q: 3 clusters Score -1.398689e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 111420 members 
Entering Unmasked Estep 
Score: -13986908.000000 Penalty: 5813.057617
	Iteration 196Q: 3 clusters Score -1.398691e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 111448 members 
Entering Unmasked Estep 
Score: -13986919.000000 Penalty: 5813.057617
	Iteration 197Q: 3 clusters Score -1.398692e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 111479 members 
Entering Unmasked Estep 
Score: -13986917.000000 Penalty: 5813.057617
	Iteration 198Q: 3 clusters Score -1.398692e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 111516 members 
Entering Unmasked Estep 
Score: -13986916.000000 Penalty: 5813.057617
	Iteration 199Q: 3 clusters Score -1.398692e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 111544 members 
Entering Unmasked Estep 
Score: -13986927.000000 Penalty: 5813.057617
	Iteration 200F: 3 clusters Score -1.398693e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 111584 members 
Entering Unmasked Estep 
Score: -13986935.000000 Penalty: 5813.057617
	Iteration 201Q: 3 clusters Score -1.398694e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 111623 members 
Entering Unmasked Estep 
Score: -13986950.000000 Penalty: 5813.057617
	Iteration 202Q: 3 clusters Score -1.398695e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 111658 members 
Entering Unmasked Estep 
Score: -13986941.000000 Penalty: 5813.057617
	Iteration 203Q: 3 clusters Score -1.398694e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 111687 members 
Entering Unmasked Estep 
Score: -13986939.000000 Penalty: 5813.057617
	Iteration 204Q: 3 clusters Score -1.398694e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 111716 members 
Entering Unmasked Estep 
Score: -13986955.000000 Penalty: 5813.057617
	Iteration 205Q: 3 clusters Score -1.398696e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 111750 members 
Entering Unmasked Estep 
Score: -13986931.000000 Penalty: 5813.057617
	Iteration 206Q: 3 clusters Score -1.398693e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 111791 members 
Entering Unmasked Estep 
Score: -13986934.000000 Penalty: 5813.057617
	Iteration 207Q: 3 clusters Score -1.398693e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 111819 members 
Entering Unmasked Estep 
Score: -13986955.000000 Penalty: 5813.057617
	Iteration 208Q: 3 clusters Score -1.398696e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 111861 members 
Entering Unmasked Estep 
Score: -13986950.000000 Penalty: 5813.057617
	Iteration 209Q: 3 clusters Score -1.398695e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 111908 members 
Entering Unmasked Estep 
Score: -13986941.000000 Penalty: 5813.057617
	Iteration 210Q: 3 clusters Score -1.398694e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 111953 members 
Entering Unmasked Estep 
Score: -13986917.000000 Penalty: 5813.057617
	Iteration 211Q: 3 clusters Score -1.398692e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 111996 members 
Entering Unmasked Estep 
Score: -13986914.000000 Penalty: 5813.057617
	Iteration 212Q: 3 clusters Score -1.398691e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 112032 members 
Entering Unmasked Estep 
Score: -13986938.000000 Penalty: 5813.057617
	Iteration 213Q: 3 clusters Score -1.398694e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 112077 members 
Entering Unmasked Estep 
Score: -13986917.000000 Penalty: 5813.057617
	Iteration 214Q: 3 clusters Score -1.398692e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 112116 members 
Entering Unmasked Estep 
Score: -13986914.000000 Penalty: 5813.057617
	Iteration 215Q: 3 clusters Score -1.398691e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 112143 members 
Entering Unmasked Estep 
Score: -13986912.000000 Penalty: 5813.057617
	Iteration 216Q: 3 clusters Score -1.398691e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 112168 members 
Entering Unmasked Estep 
Score: -13986899.000000 Penalty: 5813.057617
	Iteration 217Q: 3 clusters Score -1.39869e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 112199 members 
Entering Unmasked Estep 
Score: -13986905.000000 Penalty: 5813.057617
	Iteration 218Q: 3 clusters Score -1.39869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 112223 members 
Entering Unmasked Estep 
Score: -13986916.000000 Penalty: 5813.057617
	Iteration 219Q: 3 clusters Score -1.398692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 112244 members 
Entering Unmasked Estep 
Score: -13986944.000000 Penalty: 5813.057617
	Iteration 220F: 3 clusters Score -1.398694e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 112275 members 
Entering Unmasked Estep 
Score: -13986930.000000 Penalty: 5813.057617
	Iteration 221Q: 3 clusters Score -1.398693e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 112308 members 
Entering Unmasked Estep 
Score: -13986925.000000 Penalty: 5813.057617
	Iteration 222Q: 3 clusters Score -1.398692e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 112346 members 
Entering Unmasked Estep 
Score: -13986939.000000 Penalty: 5813.057617
	Iteration 223Q: 3 clusters Score -1.398694e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 112381 members 
Entering Unmasked Estep 
Score: -13986955.000000 Penalty: 5813.057617
	Iteration 224Q: 3 clusters Score -1.398696e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 112424 members 
Entering Unmasked Estep 
Score: -13986973.000000 Penalty: 5813.057617
	Iteration 225Q: 3 clusters Score -1.398697e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 112469 members 
Entering Unmasked Estep 
Score: -13986958.000000 Penalty: 5813.057617
	Iteration 226Q: 3 clusters Score -1.398696e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 112518 members 
Entering Unmasked Estep 
Score: -13986960.000000 Penalty: 5813.057617
	Iteration 227Q: 3 clusters Score -1.398696e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 112567 members 
Entering Unmasked Estep 
Score: -13986976.000000 Penalty: 5813.057617
	Iteration 228Q: 3 clusters Score -1.398698e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 112620 members 
Entering Unmasked Estep 
Score: -13986964.000000 Penalty: 5813.057617
	Iteration 229Q: 3 clusters Score -1.398696e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 112664 members 
Entering Unmasked Estep 
Score: -13986983.000000 Penalty: 5813.057617
	Iteration 230Q: 3 clusters Score -1.398698e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 112703 members 
Entering Unmasked Estep 
Score: -13986964.000000 Penalty: 5813.057617
	Iteration 231Q: 3 clusters Score -1.398696e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 112747 members 
Entering Unmasked Estep 
Score: -13986962.000000 Penalty: 5813.057617
	Iteration 232Q: 3 clusters Score -1.398696e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 112792 members 
Entering Unmasked Estep 
Score: -13986955.000000 Penalty: 5813.057617
	Iteration 233Q: 3 clusters Score -1.398696e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 112839 members 
Entering Unmasked Estep 
Score: -13986964.000000 Penalty: 5813.057617
	Iteration 234Q: 3 clusters Score -1.398696e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 112879 members 
Entering Unmasked Estep 
Score: -13986963.000000 Penalty: 5813.057617
	Iteration 235Q: 3 clusters Score -1.398696e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 112907 members 
Entering Unmasked Estep 
Score: -13986961.000000 Penalty: 5813.057617
	Iteration 236Q: 3 clusters Score -1.398696e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 112932 members 
Entering Unmasked Estep 
Score: -13986973.000000 Penalty: 5813.057617
	Iteration 237Q: 3 clusters Score -1.398697e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 112954 members 
Entering Unmasked Estep 
Score: -13986963.000000 Penalty: 5813.057617
	Iteration 238Q: 3 clusters Score -1.398696e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 112977 members 
Entering Unmasked Estep 
Score: -13986970.000000 Penalty: 5813.057617
	Iteration 239Q: 3 clusters Score -1.398697e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 113003 members 
Entering Unmasked Estep 
Score: -13986956.000000 Penalty: 5813.057617
	Iteration 240F: 3 clusters Score -1.398696e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 113040 members 
Entering Unmasked Estep 
Score: -13986961.000000 Penalty: 5813.057617
	Iteration 241Q: 3 clusters Score -1.398696e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 113076 members 
Entering Unmasked Estep 
Score: -13986938.000000 Penalty: 5813.057617
	Iteration 242Q: 3 clusters Score -1.398694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 113108 members 
Entering Unmasked Estep 
Score: -13986949.000000 Penalty: 5813.057617
	Iteration 243Q: 3 clusters Score -1.398695e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 113145 members 
Entering Unmasked Estep 
Score: -13986957.000000 Penalty: 5813.057617
	Iteration 244Q: 3 clusters Score -1.398696e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 113178 members 
Entering Unmasked Estep 
Score: -13986953.000000 Penalty: 5813.057617
	Iteration 245Q: 3 clusters Score -1.398695e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 113207 members 
Entering Unmasked Estep 
Score: -13986963.000000 Penalty: 5813.057617
	Iteration 246Q: 3 clusters Score -1.398696e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 113238 members 
Entering Unmasked Estep 
Score: -13986949.000000 Penalty: 5813.057617
	Iteration 247Q: 3 clusters Score -1.398695e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 113267 members 
Entering Unmasked Estep 
Score: -13986945.000000 Penalty: 5813.057617
	Iteration 248Q: 3 clusters Score -1.398694e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 113292 members 
Entering Unmasked Estep 
Score: -13986951.000000 Penalty: 5813.057617
	Iteration 249Q: 3 clusters Score -1.398695e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -13986956.000000 Penalty: 5813.057617
	Iteration 250Q: 3 clusters Score -1.398696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 113326 members 
Entering Unmasked Estep 
Score: -13986947.000000 Penalty: 5813.057617
	Iteration 251Q: 3 clusters Score -1.398695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 113342 members 
Entering Unmasked Estep 
Score: -13986969.000000 Penalty: 5813.057617
	Iteration 252Q: 3 clusters Score -1.398697e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 113358 members 
Entering Unmasked Estep 
Score: -13986979.000000 Penalty: 5813.057617
	Iteration 253Q: 3 clusters Score -1.398698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 113372 members 
Entering Unmasked Estep 
Score: -13986984.000000 Penalty: 5813.057617
	Iteration 254Q: 3 clusters Score -1.398698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 113386 members 
Entering Unmasked Estep 
Score: -13986994.000000 Penalty: 5813.057617
	Iteration 255Q: 3 clusters Score -1.398699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 113403 members 
Entering Unmasked Estep 
Score: -13987004.000000 Penalty: 5813.057617
	Iteration 256Q: 3 clusters Score -1.3987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 113417 members 
Entering Unmasked Estep 
Score: -13987005.000000 Penalty: 5813.057617
	Iteration 257Q: 3 clusters Score -1.3987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 113435 members 
Entering Unmasked Estep 
Score: -13986997.000000 Penalty: 5813.057617
	Iteration 258Q: 3 clusters Score -1.3987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 113451 members 
Entering Unmasked Estep 
Score: -13987016.000000 Penalty: 5813.057617
	Iteration 259Q: 3 clusters Score -1.398702e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 113471 members 
Entering Unmasked Estep 
Score: -13987002.000000 Penalty: 5813.057617
	Iteration 260F: 3 clusters Score -1.3987e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 113496 members 
Entering Unmasked Estep 
Score: -13986994.000000 Penalty: 5813.057617
	Iteration 261Q: 3 clusters Score -1.398699e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 113525 members 
Entering Unmasked Estep 
Score: -13986999.000000 Penalty: 5813.057617
	Iteration 262Q: 3 clusters Score -1.3987e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 113552 members 
Entering Unmasked Estep 
Score: -13986989.000000 Penalty: 5813.057617
	Iteration 263Q: 3 clusters Score -1.398699e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 113583 members 
Entering Unmasked Estep 
Score: -13986996.000000 Penalty: 5813.057617
	Iteration 264Q: 3 clusters Score -1.3987e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 113612 members 
Entering Unmasked Estep 
Score: -13987017.000000 Penalty: 5813.057617
	Iteration 265Q: 3 clusters Score -1.398702e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 113643 members 
Entering Unmasked Estep 
Score: -13987022.000000 Penalty: 5813.057617
	Iteration 266Q: 3 clusters Score -1.398702e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 113679 members 
Entering Unmasked Estep 
Score: -13987035.000000 Penalty: 5813.057617
	Iteration 267Q: 3 clusters Score -1.398704e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 113718 members 
Entering Unmasked Estep 
Score: -13987034.000000 Penalty: 5813.057617
	Iteration 268Q: 3 clusters Score -1.398703e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 113752 members 
Entering Unmasked Estep 
Score: -13987033.000000 Penalty: 5813.057617
	Iteration 269Q: 3 clusters Score -1.398703e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 113793 members 
Entering Unmasked Estep 
Score: -13987041.000000 Penalty: 5813.057617
	Iteration 270Q: 3 clusters Score -1.398704e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 113824 members 
Entering Unmasked Estep 
Score: -13987048.000000 Penalty: 5813.057617
	Iteration 271Q: 3 clusters Score -1.398705e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 113859 members 
Entering Unmasked Estep 
Score: -13987043.000000 Penalty: 5813.057617
	Iteration 272Q: 3 clusters Score -1.398704e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 113889 members 
Entering Unmasked Estep 
Score: -13987044.000000 Penalty: 5813.057617
	Iteration 273Q: 3 clusters Score -1.398704e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 113916 members 
Entering Unmasked Estep 
Score: -13987031.000000 Penalty: 5813.057617
	Iteration 274Q: 3 clusters Score -1.398703e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 113946 members 
Entering Unmasked Estep 
Score: -13987045.000000 Penalty: 5813.057617
	Iteration 275Q: 3 clusters Score -1.398704e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 113976 members 
Entering Unmasked Estep 
Score: -13987031.000000 Penalty: 5813.057617
	Iteration 276Q: 3 clusters Score -1.398703e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 114011 members 
Entering Unmasked Estep 
Score: -13987027.000000 Penalty: 5813.057617
	Iteration 277Q: 3 clusters Score -1.398703e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 114054 members 
Entering Unmasked Estep 
Score: -13987017.000000 Penalty: 5813.057617
	Iteration 278Q: 3 clusters Score -1.398702e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 114104 members 
Entering Unmasked Estep 
Score: -13987027.000000 Penalty: 5813.057617
	Iteration 279Q: 3 clusters Score -1.398703e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 114157 members 
Entering Unmasked Estep 
Score: -13987029.000000 Penalty: 5813.057617
	Iteration 280F: 3 clusters Score -1.398703e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 114202 members 
Entering Unmasked Estep 
Score: -13987013.000000 Penalty: 5813.057617
	Iteration 281Q: 3 clusters Score -1.398701e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 114249 members 
Entering Unmasked Estep 
Score: -13987011.000000 Penalty: 5813.057617
	Iteration 282Q: 3 clusters Score -1.398701e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 114278 members 
Entering Unmasked Estep 
Score: -13987008.000000 Penalty: 5813.057617
	Iteration 283Q: 3 clusters Score -1.398701e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 114307 members 
Entering Unmasked Estep 
Score: -13987000.000000 Penalty: 5813.057617
	Iteration 284Q: 3 clusters Score -1.3987e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 114343 members 
Entering Unmasked Estep 
Score: -13987005.000000 Penalty: 5813.057617
	Iteration 285Q: 3 clusters Score -1.3987e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 114395 members 
Entering Unmasked Estep 
Score: -13987016.000000 Penalty: 5813.057617
	Iteration 286Q: 3 clusters Score -1.398702e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 114438 members 
Entering Unmasked Estep 
Score: -13987009.000000 Penalty: 5813.057617
	Iteration 287Q: 3 clusters Score -1.398701e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 114489 members 
Entering Unmasked Estep 
Score: -13987005.000000 Penalty: 5813.057617
	Iteration 288Q: 3 clusters Score -1.3987e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 114540 members 
Entering Unmasked Estep 
Score: -13987024.000000 Penalty: 5813.057617
	Iteration 289Q: 3 clusters Score -1.398702e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 114590 members 
Entering Unmasked Estep 
Score: -13987029.000000 Penalty: 5813.057617
	Iteration 290Q: 3 clusters Score -1.398703e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 114641 members 
Entering Unmasked Estep 
Score: -13987014.000000 Penalty: 5813.057617
	Iteration 291Q: 3 clusters Score -1.398701e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -13987019.000000 Penalty: 5813.057617
	Iteration 292Q: 3 clusters Score -1.398702e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 114746 members 
Entering Unmasked Estep 
Score: -13987010.000000 Penalty: 5813.057617
	Iteration 293Q: 3 clusters Score -1.398701e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 114805 members 
Entering Unmasked Estep 
Score: -13987012.000000 Penalty: 5813.057617
	Iteration 294Q: 3 clusters Score -1.398701e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 114867 members 
Entering Unmasked Estep 
Score: -13986997.000000 Penalty: 5813.057617
	Iteration 295Q: 3 clusters Score -1.3987e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -13987014.000000 Penalty: 5813.057617
	Iteration 296Q: 3 clusters Score -1.398701e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 115023 members 
Entering Unmasked Estep 
Score: -13987011.000000 Penalty: 5813.057617
	Iteration 297Q: 3 clusters Score -1.398701e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 115109 members 
Entering Unmasked Estep 
Score: -13986983.000000 Penalty: 5813.057617
	Iteration 298Q: 3 clusters Score -1.398698e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 115209 members 
Entering Unmasked Estep 
Score: -13986983.000000 Penalty: 5813.057617
	Iteration 299Q: 3 clusters Score -1.398698e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 115301 members 
Entering Unmasked Estep 
Score: -13986970.000000 Penalty: 5813.057617
	Iteration 300F: 3 clusters Score -1.398697e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 115404 members 
Entering Unmasked Estep 
Score: -13986981.000000 Penalty: 5813.057617
	Iteration 301Q: 3 clusters Score -1.398698e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 115489 members 
Entering Unmasked Estep 
Score: -13986994.000000 Penalty: 5813.057617
	Iteration 302Q: 3 clusters Score -1.398699e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 115577 members 
Entering Unmasked Estep 
Score: -13987007.000000 Penalty: 5813.057617
	Iteration 303Q: 3 clusters Score -1.398701e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 115676 members 
Entering Unmasked Estep 
Score: -13987042.000000 Penalty: 5813.057617
	Iteration 304Q: 3 clusters Score -1.398704e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 115778 members 
Entering Unmasked Estep 
Score: -13987038.000000 Penalty: 5813.057617
	Iteration 305Q: 3 clusters Score -1.398704e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 115868 members 
Entering Unmasked Estep 
Score: -13987035.000000 Penalty: 5813.057617
	Iteration 306Q: 3 clusters Score -1.398704e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 115969 members 
Entering Unmasked Estep 
Score: -13987061.000000 Penalty: 5813.057617
	Iteration 307Q: 3 clusters Score -1.398706e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 116077 members 
Entering Unmasked Estep 
Score: -13987064.000000 Penalty: 5813.057617
	Iteration 308Q: 3 clusters Score -1.398706e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 116166 members 
Entering Unmasked Estep 
Score: -13987068.000000 Penalty: 5813.057617
	Iteration 309Q: 3 clusters Score -1.398707e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 116250 members 
Entering Unmasked Estep 
Score: -13987077.000000 Penalty: 5813.057617
	Iteration 310Q: 3 clusters Score -1.398708e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 116337 members 
Entering Unmasked Estep 
Score: -13987081.000000 Penalty: 5813.057617
	Iteration 311Q: 3 clusters Score -1.398708e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 116418 members 
Entering Unmasked Estep 
Score: -13987099.000000 Penalty: 5813.057617
	Iteration 312Q: 3 clusters Score -1.39871e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 116504 members 
Entering Unmasked Estep 
Score: -13987114.000000 Penalty: 5813.057617
	Iteration 313Q: 3 clusters Score -1.398711e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 116577 members 
Entering Unmasked Estep 
Score: -13987136.000000 Penalty: 5813.057617
	Iteration 314Q: 3 clusters Score -1.398714e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 116640 members 
Entering Unmasked Estep 
Score: -13987125.000000 Penalty: 5813.057617
	Iteration 315Q: 3 clusters Score -1.398712e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 116700 members 
Entering Unmasked Estep 
Score: -13987132.000000 Penalty: 5813.057617
	Iteration 316Q: 3 clusters Score -1.398713e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -13987147.000000 Penalty: 5813.057617
	Iteration 317Q: 3 clusters Score -1.398715e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 116840 members 
Entering Unmasked Estep 
Score: -13987170.000000 Penalty: 5813.057617
	Iteration 318Q: 3 clusters Score -1.398717e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 116926 members 
Entering Unmasked Estep 
Score: -13987194.000000 Penalty: 5813.057617
	Iteration 319Q: 3 clusters Score -1.398719e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 117001 members 
Entering Unmasked Estep 
Score: -13987213.000000 Penalty: 5813.057617
	Iteration 320F: 3 clusters Score -1.398721e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 117081 members 
Entering Unmasked Estep 
Score: -13987240.000000 Penalty: 5813.057617
	Iteration 321Q: 3 clusters Score -1.398724e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 117166 members 
Entering Unmasked Estep 
Score: -13987204.000000 Penalty: 5813.057617
	Iteration 322Q: 3 clusters Score -1.39872e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -13987238.000000 Penalty: 5813.057617
	Iteration 323Q: 3 clusters Score -1.398724e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 117326 members 
Entering Unmasked Estep 
Score: -13987248.000000 Penalty: 5813.057617
	Iteration 324Q: 3 clusters Score -1.398725e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 117404 members 
Entering Unmasked Estep 
Score: -13987263.000000 Penalty: 5813.057617
	Iteration 325Q: 3 clusters Score -1.398726e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 117464 members 
Entering Unmasked Estep 
Score: -13987252.000000 Penalty: 5813.057617
	Iteration 326Q: 3 clusters Score -1.398725e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 117517 members 
Entering Unmasked Estep 
Score: -13987248.000000 Penalty: 5813.057617
	Iteration 327Q: 3 clusters Score -1.398725e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 117563 members 
Entering Unmasked Estep 
Score: -13987249.000000 Penalty: 5813.057617
	Iteration 328Q: 3 clusters Score -1.398725e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 117606 members 
Entering Unmasked Estep 
Score: -13987252.000000 Penalty: 5813.057617
	Iteration 329Q: 3 clusters Score -1.398725e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 117653 members 
Entering Unmasked Estep 
Score: -13987273.000000 Penalty: 5813.057617
	Iteration 330Q: 3 clusters Score -1.398727e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 117702 members 
Entering Unmasked Estep 
Score: -13987266.000000 Penalty: 5813.057617
	Iteration 331Q: 3 clusters Score -1.398727e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 117765 members 
Entering Unmasked Estep 
Score: -13987300.000000 Penalty: 5813.057617
	Iteration 332Q: 3 clusters Score -1.39873e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 117837 members 
Entering Unmasked Estep 
Score: -13987294.000000 Penalty: 5813.057617
	Iteration 333Q: 3 clusters Score -1.398729e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 117890 members 
Entering Unmasked Estep 
Score: -13987297.000000 Penalty: 5813.057617
	Iteration 334Q: 3 clusters Score -1.39873e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 117944 members 
Entering Unmasked Estep 
Score: -13987326.000000 Penalty: 5813.057617
	Iteration 335Q: 3 clusters Score -1.398733e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 118013 members 
Entering Unmasked Estep 
Score: -13987311.000000 Penalty: 5813.057617
	Iteration 336Q: 3 clusters Score -1.398731e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 118077 members 
Entering Unmasked Estep 
Score: -13987296.000000 Penalty: 5813.057617
	Iteration 337Q: 3 clusters Score -1.39873e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 118138 members 
Entering Unmasked Estep 
Score: -13987305.000000 Penalty: 5813.057617
	Iteration 338Q: 3 clusters Score -1.39873e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 118194 members 
Entering Unmasked Estep 
Score: -13987310.000000 Penalty: 5813.057617
	Iteration 339Q: 3 clusters Score -1.398731e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 118246 members 
Entering Unmasked Estep 
Score: -13987313.000000 Penalty: 5813.057617
	Iteration 340F: 3 clusters Score -1.398731e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 118293 members 
Entering Unmasked Estep 
Score: -13987296.000000 Penalty: 5813.057617
	Iteration 341Q: 3 clusters Score -1.39873e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 118354 members 
Entering Unmasked Estep 
Score: -13987307.000000 Penalty: 5813.057617
	Iteration 342Q: 3 clusters Score -1.398731e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 118412 members 
Entering Unmasked Estep 
Score: -13987311.000000 Penalty: 5813.057617
	Iteration 343Q: 3 clusters Score -1.398731e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 118471 members 
Entering Unmasked Estep 
Score: -13987313.000000 Penalty: 5813.057617
	Iteration 344Q: 3 clusters Score -1.398731e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 118522 members 
Entering Unmasked Estep 
Score: -13987321.000000 Penalty: 5813.057617
	Iteration 345Q: 3 clusters Score -1.398732e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 118580 members 
Entering Unmasked Estep 
Score: -13987329.000000 Penalty: 5813.057617
	Iteration 346Q: 3 clusters Score -1.398733e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 118634 members 
Entering Unmasked Estep 
Score: -13987350.000000 Penalty: 5813.057617
	Iteration 347Q: 3 clusters Score -1.398735e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 118672 members 
Entering Unmasked Estep 
Score: -13987351.000000 Penalty: 5813.057617
	Iteration 348Q: 3 clusters Score -1.398735e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 118706 members 
Entering Unmasked Estep 
Score: -13987360.000000 Penalty: 5813.057617
	Iteration 349Q: 3 clusters Score -1.398736e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 118731 members 
Entering Unmasked Estep 
Score: -13987367.000000 Penalty: 5813.057617
	Iteration 350Q: 3 clusters Score -1.398737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 118753 members 
Entering Unmasked Estep 
Score: -13987365.000000 Penalty: 5813.057617
	Iteration 351Q: 3 clusters Score -1.398736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 118772 members 
Entering Unmasked Estep 
Score: -13987377.000000 Penalty: 5813.057617
	Iteration 352Q: 3 clusters Score -1.398738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 118787 members 
Entering Unmasked Estep 
Score: -13987372.000000 Penalty: 5813.057617
	Iteration 353Q: 3 clusters Score -1.398737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 118804 members 
Entering Unmasked Estep 
Score: -13987371.000000 Penalty: 5813.057617
	Iteration 354Q: 3 clusters Score -1.398737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 118816 members 
Entering Unmasked Estep 
Score: -13987372.000000 Penalty: 5813.057617
	Iteration 355Q: 3 clusters Score -1.398737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 118826 members 
Entering Unmasked Estep 
Score: -13987366.000000 Penalty: 5813.057617
	Iteration 356Q: 3 clusters Score -1.398737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 118837 members 
Entering Unmasked Estep 
Score: -13987367.000000 Penalty: 5813.057617
	Iteration 357Q: 3 clusters Score -1.398737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 118850 members 
Entering Unmasked Estep 
Score: -13987373.000000 Penalty: 5813.057617
	Iteration 358Q: 3 clusters Score -1.398737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 118864 members 
Entering Unmasked Estep 
Score: -13987392.000000 Penalty: 5813.057617
	Iteration 359Q: 3 clusters Score -1.398739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 118873 members 
Entering Unmasked Estep 
Score: -13987402.000000 Penalty: 5813.057617
	Iteration 360F: 3 clusters Score -1.39874e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -13987412.000000 Penalty: 5813.057617
	Iteration 361Q: 3 clusters Score -1.398741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 118902 members 
Entering Unmasked Estep 
Score: -13987414.000000 Penalty: 5813.057617
	Iteration 362Q: 3 clusters Score -1.398741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 118908 members 
Entering Unmasked Estep 
Score: -13987416.000000 Penalty: 5813.057617
	Iteration 363Q: 3 clusters Score -1.398742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 118914 members 
Entering Unmasked Estep 
Score: -13987419.000000 Penalty: 5813.057617
	Iteration 364Q: 3 clusters Score -1.398742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 118919 members 
Entering Unmasked Estep 
Score: -13987420.000000 Penalty: 5813.057617
	Iteration 365Q: 3 clusters Score -1.398742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 118925 members 
Entering Unmasked Estep 
Score: -13987431.000000 Penalty: 5813.057617
	Iteration 366Q: 3 clusters Score -1.398743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 118929 members 
Entering Unmasked Estep 
Score: -13987422.000000 Penalty: 5813.057617
	Iteration 367Q: 3 clusters Score -1.398742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 118934 members 
Entering Unmasked Estep 
Score: -13987426.000000 Penalty: 5813.057617
	Iteration 368Q: 3 clusters Score -1.398743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 118939 members 
Entering Unmasked Estep 
Score: -13987421.000000 Penalty: 5813.057617
	Iteration 369Q: 3 clusters Score -1.398742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 118944 members 
Entering Unmasked Estep 
Score: -13987416.000000 Penalty: 5813.057617
	Iteration 370Q: 3 clusters Score -1.398742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 118951 members 
Entering Unmasked Estep 
Score: -13987423.000000 Penalty: 5813.057617
	Iteration 371Q: 3 clusters Score -1.398742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 118963 members 
Entering Unmasked Estep 
Score: -13987422.000000 Penalty: 5813.057617
	Iteration 372Q: 3 clusters Score -1.398742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 118975 members 
Entering Unmasked Estep 
Score: -13987439.000000 Penalty: 5813.057617
	Iteration 373Q: 3 clusters Score -1.398744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 118989 members 
Entering Unmasked Estep 
Score: -13987428.000000 Penalty: 5813.057617
	Iteration 374Q: 3 clusters Score -1.398743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 119000 members 
Entering Unmasked Estep 
Score: -13987428.000000 Penalty: 5813.057617
	Iteration 375Q: 3 clusters Score -1.398743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 119008 members 
Entering Unmasked Estep 
Score: -13987432.000000 Penalty: 5813.057617
	Iteration 376Q: 3 clusters Score -1.398743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 119018 members 
Entering Unmasked Estep 
Score: -13987435.000000 Penalty: 5813.057617
	Iteration 377Q: 3 clusters Score -1.398744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 119022 members 
Entering Unmasked Estep 
Score: -13987429.000000 Penalty: 5813.057617
	Iteration 378Q: 3 clusters Score -1.398743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 119024 members 
Entering Unmasked Estep 
Score: -13987430.000000 Penalty: 5813.057617
	Iteration 379Q: 3 clusters Score -1.398743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -13987442.000000 Penalty: 5813.057617
	Iteration 380F: 3 clusters Score -1.398744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 119027 members 
Entering Unmasked Estep 
Score: -13987434.000000 Penalty: 5813.057617
	Iteration 381Q: 3 clusters Score -1.398743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -13987431.000000 Penalty: 5813.057617
	Iteration 382Q: 3 clusters Score -1.398743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 119030 members 
Entering Unmasked Estep 
Score: -13987427.000000 Penalty: 5813.057617
	Iteration 383Q: 3 clusters Score -1.398743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 119032 members 
Entering Unmasked Estep 
Score: -13987431.000000 Penalty: 5813.057617
	Iteration 384Q: 3 clusters Score -1.398743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 119037 members 
Entering Unmasked Estep 
Score: -13987429.000000 Penalty: 5813.057617
	Iteration 385Q: 3 clusters Score -1.398743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 119043 members 
Entering Unmasked Estep 
Score: -13987431.000000 Penalty: 5813.057617
	Iteration 386Q: 3 clusters Score -1.398743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 119047 members 
Entering Unmasked Estep 
Score: -13987433.000000 Penalty: 5813.057617
	Iteration 387Q: 3 clusters Score -1.398743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 119049 members 
Entering Unmasked Estep 
Score: -13987437.000000 Penalty: 5813.057617
	Iteration 388Q: 3 clusters Score -1.398744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 119048 members 
Entering Unmasked Estep 
Score: -13987442.000000 Penalty: 5813.057617
	Iteration 389Q: 3 clusters Score -1.398744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 119049 members 
Entering Unmasked Estep 
Score: -13987437.000000 Penalty: 5813.057617
	Iteration 390Q: 3 clusters Score -1.398744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 119049 members 
Entering Unmasked Estep 
Score: -13987437.000000 Penalty: 5813.057617
	Iteration 391F: 3 clusters Score -1.398744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (282681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282681 members 
Entering Unmasked Estep 
Score: -32102242.000000 Penalty: 3112.914551
	Iteration 0F: 2 clusters Score -3.210224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141163 members 
Mstep: Class 2 contains 141518 members 
Entering Unmasked Estep 
Score: -31925130.000000 Penalty: 6225.829102
	Iteration 0F: 3 clusters Score -3.192513e+07 nChanged 136508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136041 members 
Mstep: Class 2 contains 146640 members 
Entering Unmasked Estep 
Score: -32005448.000000 Penalty: 6225.829102
	Iteration 1F: 3 clusters Score -3.200545e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132420 members 
Mstep: Class 2 contains 150261 members 
Entering Unmasked Estep 
Score: -32006798.000000 Penalty: 6225.829102
	Iteration 2Q: 3 clusters Score -3.20068e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126729 members 
Mstep: Class 2 contains 155952 members 
Entering Unmasked Estep 
Score: -32009020.000000 Penalty: 6225.829102
	Iteration 3Q: 3 clusters Score -3.200902e+07 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118041 members 
Mstep: Class 2 contains 164640 members 
Entering Unmasked Estep 
Score: -32012840.000000 Penalty: 6225.829102
	Iteration 4Q: 3 clusters Score -3.201284e+07 nChanged 13957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 177477 members 
Entering Unmasked Estep 
Score: -32019706.000000 Penalty: 6225.829102
	Iteration 5Q: 3 clusters Score -3.201971e+07 nChanged 18724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87006 members 
Mstep: Class 2 contains 195675 members 
Entering Unmasked Estep 
Score: -32031016.000000 Penalty: 6225.829102
	Iteration 6F: 3 clusters Score -3.203102e+07 nChanged 23436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 218915 members 
Entering Unmasked Estep 
Score: -32047752.000000 Penalty: 6225.829102
	Iteration 7F: 3 clusters Score -3.204775e+07 nChanged 25090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 243977 members 
Entering Unmasked Estep 
Score: -32068404.000000 Penalty: 6225.829102
	Iteration 8F: 3 clusters Score -3.20684e+07 nChanged 20533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 264506 members 
Entering Unmasked Estep 
Score: -32084920.000000 Penalty: 6225.829102
	Iteration 9F: 3 clusters Score -3.208492e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 276339 members 
Entering Unmasked Estep 
Score: -32094312.000000 Penalty: 6225.829102
	Iteration 10Q: 3 clusters Score -3.209431e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 280892 members 
Entering Unmasked Estep 
Score: -32097886.000000 Penalty: 6225.829102
	Iteration 11Q: 3 clusters Score -3.209789e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 282059 members 
Entering Unmasked Estep 
Score: -32098910.000000 Penalty: 6225.829102
	Iteration 12Q: 3 clusters Score -3.209891e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 282341 members 
Entering Unmasked Estep 
Score: -32099280.000000 Penalty: 6225.829102
	Iteration 13Q: 3 clusters Score -3.209928e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 282416 members 
Entering Unmasked Estep 
Score: -32099356.000000 Penalty: 6225.829102
	Iteration 14Q: 3 clusters Score -3.209936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 282444 members 
Entering Unmasked Estep 
Score: -32099416.000000 Penalty: 6225.829102
	Iteration 15Q: 3 clusters Score -3.209942e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 282463 members 
Entering Unmasked Estep 
Score: -32099470.000000 Penalty: 6225.829102
	Iteration 16Q: 3 clusters Score -3.209947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 282472 members 
Entering Unmasked Estep 
Score: -32099464.000000 Penalty: 6225.829102
	Iteration 17Q: 3 clusters Score -3.209946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 282475 members 
Entering Unmasked Estep 
Score: -32099506.000000 Penalty: 6225.829102
	Iteration 18Q: 3 clusters Score -3.209951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 282477 members 
Entering Unmasked Estep 
Score: -32099498.000000 Penalty: 6225.829102
	Iteration 19Q: 3 clusters Score -3.20995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 282477 members 
Entering Unmasked Estep 
Score: -32099498.000000 Penalty: 6225.829102
	Iteration 20F: 3 clusters Score -3.20995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 282476 members 
Entering Unmasked Estep 
Score: -32099514.000000 Penalty: 6225.829102
	Iteration 21Q: 3 clusters Score -3.209951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 282476 members 
Entering Unmasked Estep 
Score: -32099514.000000 Penalty: 6225.829102
	Iteration 22F: 3 clusters Score -3.209951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -81361.765625 Penalty: 1644.736450
	Iteration 0F: 2 clusters Score -81361.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79595.460938 Penalty: 3289.472900
	Iteration 0F: 3 clusters Score -79595.46 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79795.125000 Penalty: 3289.472900
	Iteration 1F: 3 clusters Score -79795.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79873.148438 Penalty: 3289.472900
	Iteration 2F: 3 clusters Score -79873.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79890.203125 Penalty: 3289.472900
	Iteration 3Q: 3 clusters Score -79890.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79904.507812 Penalty: 3289.472900
	Iteration 4Q: 3 clusters Score -79904.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79914.515625 Penalty: 3289.472900
	Iteration 5Q: 3 clusters Score -79914.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79928.554688 Penalty: 3289.472900
	Iteration 6Q: 3 clusters Score -79928.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79939.976562 Penalty: 3289.472900
	Iteration 7Q: 3 clusters Score -79939.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79951.382812 Penalty: 3289.472900
	Iteration 8Q: 3 clusters Score -79951.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79961.867188 Penalty: 3289.472900
	Iteration 9Q: 3 clusters Score -79961.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -79966.898438 Penalty: 3289.472900
	Iteration 10Q: 3 clusters Score -79966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -79966.898438 Penalty: 3289.472900
	Iteration 11F: 3 clusters Score -79966.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -161972.828125 Penalty: 1817.289673
	Iteration 0F: 2 clusters Score -161972.8 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 754 members 
Entering Unmasked Estep 
Score: -159702.562500 Penalty: 3634.579346
	Iteration 0F: 3 clusters Score -159702.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -160157.015625 Penalty: 3634.579346
	Iteration 1F: 3 clusters Score -160157 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -160461.343750 Penalty: 3634.579346
	Iteration 2F: 3 clusters Score -160461.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -160731.593750 Penalty: 3634.579346
	Iteration 3F: 3 clusters Score -160731.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161191.671875 Penalty: 3634.579346
	Iteration 4F: 3 clusters Score -161191.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -162115.218750 Penalty: 3634.579346
	Iteration 5F: 3 clusters Score -162115.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -162848.859375 Penalty: 3634.579346
	Iteration 6F: 3 clusters Score -162848.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -163116.203125 Penalty: 3634.579346
	Iteration 7F: 3 clusters Score -163116.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -163241.859375 Penalty: 3634.579346
	Iteration 8Q: 3 clusters Score -163241.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -163295.187500 Penalty: 3634.579346
	Iteration 9Q: 3 clusters Score -163295.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -163330.609375 Penalty: 3634.579346
	Iteration 10Q: 3 clusters Score -163330.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -163364.171875 Penalty: 3634.579346
	Iteration 11Q: 3 clusters Score -163364.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -163377.046875 Penalty: 3634.579346
	Iteration 12Q: 3 clusters Score -163377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -163386.156250 Penalty: 3634.579346
	Iteration 13Q: 3 clusters Score -163386.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -163396.828125 Penalty: 3634.579346
	Iteration 14Q: 3 clusters Score -163396.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -163409.406250 Penalty: 3634.579346
	Iteration 15Q: 3 clusters Score -163409.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -163417.625000 Penalty: 3634.579346
	Iteration 16Q: 3 clusters Score -163417.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -163430.109375 Penalty: 3634.579346
	Iteration 17Q: 3 clusters Score -163430.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -163452.156250 Penalty: 3634.579346
	Iteration 18Q: 3 clusters Score -163452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -163458.046875 Penalty: 3634.579346
	Iteration 19Q: 3 clusters Score -163458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -163459.625000 Penalty: 3634.579346
	Iteration 20F: 3 clusters Score -163459.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -163460.875000 Penalty: 3634.579346
	Iteration 21Q: 3 clusters Score -163460.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -163460.875000 Penalty: 3634.579346
	Iteration 22F: 3 clusters Score -163460.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1193 members 
Mstep: Class 8 contains 122992 members 
Mstep: Class 11 contains 282681 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 31444 members 
Mstep: Class 17 contains 103900 members 
Mstep: Class 19 contains 46194 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 7866 members 
Entering Unmasked Estep 
Score: -70734392.000000 Penalty: 53003.992188
Splitting cluster 15 changes total score from -70734584.000000 to -70734392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (31444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Entering Unmasked Estep 
Score: -3516430.250000 Penalty: 2568.279053
	Iteration 0F: 2 clusters Score -3516430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3495005.750000 Penalty: 5136.558105
	Iteration 0F: 3 clusters Score -3495006 nChanged 14171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3502802.750000 Penalty: 5136.558105
	Iteration 1F: 3 clusters Score -3502803 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3503467.000000 Penalty: 5136.558105
	Iteration 2F: 3 clusters Score -3503467 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3504207.500000 Penalty: 5136.558105
	Iteration 3F: 3 clusters Score -3504208 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3505038.500000 Penalty: 5136.558105
	Iteration 4F: 3 clusters Score -3505038 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3506050.500000 Penalty: 5136.558105
	Iteration 5F: 3 clusters Score -3506050 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -3507255.500000 Penalty: 5136.558105
	Iteration 6F: 3 clusters Score -3507256 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3508705.250000 Penalty: 5136.558105
	Iteration 7F: 3 clusters Score -3508705 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3510178.750000 Penalty: 5136.558105
	Iteration 8F: 3 clusters Score -3510179 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3511430.500000 Penalty: 5136.558105
	Iteration 9F: 3 clusters Score -3511430 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3512551.250000 Penalty: 5136.558105
	Iteration 10Q: 3 clusters Score -3512551 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3513674.500000 Penalty: 5136.558105
	Iteration 11Q: 3 clusters Score -3513674 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3514431.500000 Penalty: 5136.558105
	Iteration 12Q: 3 clusters Score -3514432 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -3514656.750000 Penalty: 5136.558105
	Iteration 13Q: 3 clusters Score -3514657 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3514800.750000 Penalty: 5136.558105
	Iteration 14Q: 3 clusters Score -3514801 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3514912.250000 Penalty: 5136.558105
	Iteration 15Q: 3 clusters Score -3514912 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -3514959.500000 Penalty: 5136.558105
	Iteration 16Q: 3 clusters Score -3514960 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3515018.000000 Penalty: 5136.558105
	Iteration 17Q: 3 clusters Score -3515018 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3515048.250000 Penalty: 5136.558105
	Iteration 18Q: 3 clusters Score -3515048 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -3515070.500000 Penalty: 5136.558105
	Iteration 19Q: 3 clusters Score -3515070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -3515087.000000 Penalty: 5136.558105
	Iteration 20F: 3 clusters Score -3515087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -3515091.750000 Penalty: 5136.558105
	Iteration 21Q: 3 clusters Score -3515092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -3515102.250000 Penalty: 5136.558105
	Iteration 22Q: 3 clusters Score -3515102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3515121.250000 Penalty: 5136.558105
	Iteration 23Q: 3 clusters Score -3515121 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3515139.250000 Penalty: 5136.558105
	Iteration 24Q: 3 clusters Score -3515139 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3515151.000000 Penalty: 5136.558105
	Iteration 25Q: 3 clusters Score -3515151 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3515156.000000 Penalty: 5136.558105
	Iteration 26Q: 3 clusters Score -3515156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3515165.000000 Penalty: 5136.558105
	Iteration 27Q: 3 clusters Score -3515165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -3515166.750000 Penalty: 5136.558105
	Iteration 28Q: 3 clusters Score -3515167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -3515176.500000 Penalty: 5136.558105
	Iteration 29Q: 3 clusters Score -3515176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3515177.250000 Penalty: 5136.558105
	Iteration 30Q: 3 clusters Score -3515177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3515186.000000 Penalty: 5136.558105
	Iteration 31Q: 3 clusters Score -3515186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -3515189.750000 Penalty: 5136.558105
	Iteration 32Q: 3 clusters Score -3515190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -3515187.500000 Penalty: 5136.558105
	Iteration 33Q: 3 clusters Score -3515188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -3515199.750000 Penalty: 5136.558105
	Iteration 34Q: 3 clusters Score -3515200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -3515199.750000 Penalty: 5136.558105
	Iteration 35Q: 3 clusters Score -3515200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -3515196.750000 Penalty: 5136.558105
	Iteration 36Q: 3 clusters Score -3515197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3515200.000000 Penalty: 5136.558105
	Iteration 37Q: 3 clusters Score -3515200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -3515209.250000 Penalty: 5136.558105
	Iteration 38Q: 3 clusters Score -3515209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3515210.250000 Penalty: 5136.558105
	Iteration 39Q: 3 clusters Score -3515210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -3515211.500000 Penalty: 5136.558105
	Iteration 40F: 3 clusters Score -3515212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -3515212.000000 Penalty: 5136.558105
	Iteration 41Q: 3 clusters Score -3515212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3515217.000000 Penalty: 5136.558105
	Iteration 42Q: 3 clusters Score -3515217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -3515218.750000 Penalty: 5136.558105
	Iteration 43Q: 3 clusters Score -3515219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -3515216.500000 Penalty: 5136.558105
	Iteration 44Q: 3 clusters Score -3515216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -3515216.750000 Penalty: 5136.558105
	Iteration 45Q: 3 clusters Score -3515217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -3515212.000000 Penalty: 5136.558105
	Iteration 46Q: 3 clusters Score -3515212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -3515213.250000 Penalty: 5136.558105
	Iteration 47Q: 3 clusters Score -3515213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -3515213.250000 Penalty: 5136.558105
	Iteration 48F: 3 clusters Score -3515213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (103900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103900 members 
Entering Unmasked Estep 
Score: -11804960.000000 Penalty: 2864.693604
	Iteration 0F: 2 clusters Score -1.180496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -11735700.000000 Penalty: 5729.387207
	Iteration 0F: 3 clusters Score -1.17357e+07 nChanged 49069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -11763895.000000 Penalty: 5729.387207
	Iteration 1F: 3 clusters Score -1.17639e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -11765136.000000 Penalty: 5729.387207
	Iteration 2Q: 3 clusters Score -1.176514e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -11766659.000000 Penalty: 5729.387207
	Iteration 3Q: 3 clusters Score -1.176666e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -11768950.000000 Penalty: 5729.387207
	Iteration 4Q: 3 clusters Score -1.176895e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -11772354.000000 Penalty: 5729.387207
	Iteration 5F: 3 clusters Score -1.177235e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -11776937.000000 Penalty: 5729.387207
	Iteration 6F: 3 clusters Score -1.177694e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64454 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -11782138.000000 Penalty: 5729.387207
	Iteration 7F: 3 clusters Score -1.178214e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67520 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -11787093.000000 Penalty: 5729.387207
	Iteration 8F: 3 clusters Score -1.178709e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -11790416.000000 Penalty: 5729.387207
	Iteration 9F: 3 clusters Score -1.179042e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -11792321.000000 Penalty: 5729.387207
	Iteration 10Q: 3 clusters Score -1.179232e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -11793460.000000 Penalty: 5729.387207
	Iteration 11Q: 3 clusters Score -1.179346e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75079 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -11794286.000000 Penalty: 5729.387207
	Iteration 12Q: 3 clusters Score -1.179429e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -11795009.000000 Penalty: 5729.387207
	Iteration 13Q: 3 clusters Score -1.179501e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78092 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -11795652.000000 Penalty: 5729.387207
	Iteration 14Q: 3 clusters Score -1.179565e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -11796217.000000 Penalty: 5729.387207
	Iteration 15Q: 3 clusters Score -1.179622e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -11796854.000000 Penalty: 5729.387207
	Iteration 16Q: 3 clusters Score -1.179685e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -11797611.000000 Penalty: 5729.387207
	Iteration 17Q: 3 clusters Score -1.179761e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83783 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -11798313.000000 Penalty: 5729.387207
	Iteration 18Q: 3 clusters Score -1.179831e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -11798858.000000 Penalty: 5729.387207
	Iteration 19Q: 3 clusters Score -1.179886e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -11799385.000000 Penalty: 5729.387207
	Iteration 20F: 3 clusters Score -1.179938e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87442 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -11799915.000000 Penalty: 5729.387207
	Iteration 21Q: 3 clusters Score -1.179992e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88443 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -11800360.000000 Penalty: 5729.387207
	Iteration 22Q: 3 clusters Score -1.180036e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -11800741.000000 Penalty: 5729.387207
	Iteration 23Q: 3 clusters Score -1.180074e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90157 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -11800941.000000 Penalty: 5729.387207
	Iteration 24Q: 3 clusters Score -1.180094e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90821 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -11801104.000000 Penalty: 5729.387207
	Iteration 25Q: 3 clusters Score -1.18011e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91449 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -11801208.000000 Penalty: 5729.387207
	Iteration 26Q: 3 clusters Score -1.180121e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -11801363.000000 Penalty: 5729.387207
	Iteration 27Q: 3 clusters Score -1.180136e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92449 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -11801537.000000 Penalty: 5729.387207
	Iteration 28Q: 3 clusters Score -1.180154e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92887 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -11801609.000000 Penalty: 5729.387207
	Iteration 29Q: 3 clusters Score -1.180161e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93284 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -11801706.000000 Penalty: 5729.387207
	Iteration 30Q: 3 clusters Score -1.180171e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93663 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -11801781.000000 Penalty: 5729.387207
	Iteration 31Q: 3 clusters Score -1.180178e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -11801850.000000 Penalty: 5729.387207
	Iteration 32Q: 3 clusters Score -1.180185e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94316 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -11801968.000000 Penalty: 5729.387207
	Iteration 33Q: 3 clusters Score -1.180197e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94582 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -11801945.000000 Penalty: 5729.387207
	Iteration 34Q: 3 clusters Score -1.180194e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94847 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -11801994.000000 Penalty: 5729.387207
	Iteration 35Q: 3 clusters Score -1.180199e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -11802032.000000 Penalty: 5729.387207
	Iteration 36Q: 3 clusters Score -1.180203e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95300 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -11802059.000000 Penalty: 5729.387207
	Iteration 37Q: 3 clusters Score -1.180206e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -11802077.000000 Penalty: 5729.387207
	Iteration 38Q: 3 clusters Score -1.180208e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95679 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -11802073.000000 Penalty: 5729.387207
	Iteration 39Q: 3 clusters Score -1.180207e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95849 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -11802120.000000 Penalty: 5729.387207
	Iteration 40F: 3 clusters Score -1.180212e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96019 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -11802121.000000 Penalty: 5729.387207
	Iteration 41Q: 3 clusters Score -1.180212e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96154 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -11802133.000000 Penalty: 5729.387207
	Iteration 42Q: 3 clusters Score -1.180213e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -11802127.000000 Penalty: 5729.387207
	Iteration 43Q: 3 clusters Score -1.180213e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -11802153.000000 Penalty: 5729.387207
	Iteration 44Q: 3 clusters Score -1.180215e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96566 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -11802166.000000 Penalty: 5729.387207
	Iteration 45Q: 3 clusters Score -1.180217e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -11802172.000000 Penalty: 5729.387207
	Iteration 46Q: 3 clusters Score -1.180217e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96810 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -11802172.000000 Penalty: 5729.387207
	Iteration 47Q: 3 clusters Score -1.180217e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96897 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -11802197.000000 Penalty: 5729.387207
	Iteration 48Q: 3 clusters Score -1.18022e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -11802211.000000 Penalty: 5729.387207
	Iteration 49Q: 3 clusters Score -1.180221e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97063 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -11802226.000000 Penalty: 5729.387207
	Iteration 50Q: 3 clusters Score -1.180223e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97134 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -11802229.000000 Penalty: 5729.387207
	Iteration 51Q: 3 clusters Score -1.180223e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -11802217.000000 Penalty: 5729.387207
	Iteration 52Q: 3 clusters Score -1.180222e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97265 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -11802235.000000 Penalty: 5729.387207
	Iteration 53Q: 3 clusters Score -1.180224e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -11802220.000000 Penalty: 5729.387207
	Iteration 54Q: 3 clusters Score -1.180222e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -11802232.000000 Penalty: 5729.387207
	Iteration 55Q: 3 clusters Score -1.180223e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97487 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -11802244.000000 Penalty: 5729.387207
	Iteration 56Q: 3 clusters Score -1.180224e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97575 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -11802297.000000 Penalty: 5729.387207
	Iteration 57Q: 3 clusters Score -1.18023e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -11802281.000000 Penalty: 5729.387207
	Iteration 58Q: 3 clusters Score -1.180228e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97790 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -11802283.000000 Penalty: 5729.387207
	Iteration 59Q: 3 clusters Score -1.180228e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -11802312.000000 Penalty: 5729.387207
	Iteration 60F: 3 clusters Score -1.180231e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -11802361.000000 Penalty: 5729.387207
	Iteration 61Q: 3 clusters Score -1.180236e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -11802361.000000 Penalty: 5729.387207
	Iteration 62Q: 3 clusters Score -1.180236e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98275 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -11802373.000000 Penalty: 5729.387207
	Iteration 63Q: 3 clusters Score -1.180237e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98385 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -11802389.000000 Penalty: 5729.387207
	Iteration 64Q: 3 clusters Score -1.180239e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98504 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -11802406.000000 Penalty: 5729.387207
	Iteration 65Q: 3 clusters Score -1.180241e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -11802415.000000 Penalty: 5729.387207
	Iteration 66Q: 3 clusters Score -1.180242e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98729 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -11802427.000000 Penalty: 5729.387207
	Iteration 67Q: 3 clusters Score -1.180243e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98824 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -11802456.000000 Penalty: 5729.387207
	Iteration 68Q: 3 clusters Score -1.180246e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -11802457.000000 Penalty: 5729.387207
	Iteration 69Q: 3 clusters Score -1.180246e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98988 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -11802444.000000 Penalty: 5729.387207
	Iteration 70Q: 3 clusters Score -1.180244e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -11802458.000000 Penalty: 5729.387207
	Iteration 71Q: 3 clusters Score -1.180246e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99134 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -11802481.000000 Penalty: 5729.387207
	Iteration 72Q: 3 clusters Score -1.180248e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99210 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -11802506.000000 Penalty: 5729.387207
	Iteration 73Q: 3 clusters Score -1.180251e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99290 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -11802531.000000 Penalty: 5729.387207
	Iteration 74Q: 3 clusters Score -1.180253e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99387 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -11802556.000000 Penalty: 5729.387207
	Iteration 75Q: 3 clusters Score -1.180256e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99478 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -11802559.000000 Penalty: 5729.387207
	Iteration 76Q: 3 clusters Score -1.180256e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -11802555.000000 Penalty: 5729.387207
	Iteration 77Q: 3 clusters Score -1.180256e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -11802602.000000 Penalty: 5729.387207
	Iteration 78Q: 3 clusters Score -1.18026e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99704 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -11802613.000000 Penalty: 5729.387207
	Iteration 79Q: 3 clusters Score -1.180261e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99779 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -11802628.000000 Penalty: 5729.387207
	Iteration 80F: 3 clusters Score -1.180263e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -11802615.000000 Penalty: 5729.387207
	Iteration 81Q: 3 clusters Score -1.180262e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -11802630.000000 Penalty: 5729.387207
	Iteration 82Q: 3 clusters Score -1.180263e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -11802647.000000 Penalty: 5729.387207
	Iteration 83Q: 3 clusters Score -1.180265e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -11802644.000000 Penalty: 5729.387207
	Iteration 84Q: 3 clusters Score -1.180264e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100177 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -11802683.000000 Penalty: 5729.387207
	Iteration 85Q: 3 clusters Score -1.180268e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100257 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -11802701.000000 Penalty: 5729.387207
	Iteration 86Q: 3 clusters Score -1.18027e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100337 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -11802701.000000 Penalty: 5729.387207
	Iteration 87Q: 3 clusters Score -1.18027e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100413 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -11802716.000000 Penalty: 5729.387207
	Iteration 88Q: 3 clusters Score -1.180272e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100483 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -11802722.000000 Penalty: 5729.387207
	Iteration 89Q: 3 clusters Score -1.180272e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100547 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -11802735.000000 Penalty: 5729.387207
	Iteration 90Q: 3 clusters Score -1.180274e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100603 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -11802748.000000 Penalty: 5729.387207
	Iteration 91Q: 3 clusters Score -1.180275e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100661 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -11802766.000000 Penalty: 5729.387207
	Iteration 92Q: 3 clusters Score -1.180277e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100717 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -11802801.000000 Penalty: 5729.387207
	Iteration 93Q: 3 clusters Score -1.18028e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -11802774.000000 Penalty: 5729.387207
	Iteration 94Q: 3 clusters Score -1.180277e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100797 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -11802793.000000 Penalty: 5729.387207
	Iteration 95Q: 3 clusters Score -1.180279e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -11802790.000000 Penalty: 5729.387207
	Iteration 96Q: 3 clusters Score -1.180279e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100884 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -11802805.000000 Penalty: 5729.387207
	Iteration 97Q: 3 clusters Score -1.18028e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100923 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -11802824.000000 Penalty: 5729.387207
	Iteration 98Q: 3 clusters Score -1.180282e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100974 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -11802858.000000 Penalty: 5729.387207
	Iteration 99Q: 3 clusters Score -1.180286e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101027 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -11802853.000000 Penalty: 5729.387207
	Iteration 100F: 3 clusters Score -1.180285e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -11802881.000000 Penalty: 5729.387207
	Iteration 101Q: 3 clusters Score -1.180288e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101117 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -11802882.000000 Penalty: 5729.387207
	Iteration 102Q: 3 clusters Score -1.180288e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101164 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -11802869.000000 Penalty: 5729.387207
	Iteration 103Q: 3 clusters Score -1.180287e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101215 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -11802882.000000 Penalty: 5729.387207
	Iteration 104Q: 3 clusters Score -1.180288e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -11802877.000000 Penalty: 5729.387207
	Iteration 105Q: 3 clusters Score -1.180288e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -11802906.000000 Penalty: 5729.387207
	Iteration 106Q: 3 clusters Score -1.180291e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101357 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -11802895.000000 Penalty: 5729.387207
	Iteration 107Q: 3 clusters Score -1.18029e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101391 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -11802924.000000 Penalty: 5729.387207
	Iteration 108Q: 3 clusters Score -1.180292e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101422 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -11802913.000000 Penalty: 5729.387207
	Iteration 109Q: 3 clusters Score -1.180291e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101459 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -11802929.000000 Penalty: 5729.387207
	Iteration 110Q: 3 clusters Score -1.180293e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101491 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -11802925.000000 Penalty: 5729.387207
	Iteration 111Q: 3 clusters Score -1.180292e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -11802945.000000 Penalty: 5729.387207
	Iteration 112Q: 3 clusters Score -1.180294e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -11802960.000000 Penalty: 5729.387207
	Iteration 113Q: 3 clusters Score -1.180296e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101582 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -11802975.000000 Penalty: 5729.387207
	Iteration 114Q: 3 clusters Score -1.180298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -11802996.000000 Penalty: 5729.387207
	Iteration 115Q: 3 clusters Score -1.1803e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -11803004.000000 Penalty: 5729.387207
	Iteration 116Q: 3 clusters Score -1.1803e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101652 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -11802994.000000 Penalty: 5729.387207
	Iteration 117Q: 3 clusters Score -1.180299e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101684 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -11802998.000000 Penalty: 5729.387207
	Iteration 118Q: 3 clusters Score -1.1803e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -11802990.000000 Penalty: 5729.387207
	Iteration 119Q: 3 clusters Score -1.180299e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -11803018.000000 Penalty: 5729.387207
	Iteration 120F: 3 clusters Score -1.180302e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101761 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -11803037.000000 Penalty: 5729.387207
	Iteration 121Q: 3 clusters Score -1.180304e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101782 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -11803028.000000 Penalty: 5729.387207
	Iteration 122Q: 3 clusters Score -1.180303e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -11803042.000000 Penalty: 5729.387207
	Iteration 123Q: 3 clusters Score -1.180304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -11803031.000000 Penalty: 5729.387207
	Iteration 124Q: 3 clusters Score -1.180303e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -11803041.000000 Penalty: 5729.387207
	Iteration 125Q: 3 clusters Score -1.180304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101823 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -11803045.000000 Penalty: 5729.387207
	Iteration 126Q: 3 clusters Score -1.180304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101831 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -11803054.000000 Penalty: 5729.387207
	Iteration 127Q: 3 clusters Score -1.180305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -11803057.000000 Penalty: 5729.387207
	Iteration 128Q: 3 clusters Score -1.180306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101844 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -11803073.000000 Penalty: 5729.387207
	Iteration 129Q: 3 clusters Score -1.180307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101852 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -11803078.000000 Penalty: 5729.387207
	Iteration 130Q: 3 clusters Score -1.180308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101858 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -11803070.000000 Penalty: 5729.387207
	Iteration 131Q: 3 clusters Score -1.180307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101862 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -11803077.000000 Penalty: 5729.387207
	Iteration 132Q: 3 clusters Score -1.180308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101869 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -11803089.000000 Penalty: 5729.387207
	Iteration 133Q: 3 clusters Score -1.180309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101877 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -11803098.000000 Penalty: 5729.387207
	Iteration 134Q: 3 clusters Score -1.18031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101879 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -11803087.000000 Penalty: 5729.387207
	Iteration 135Q: 3 clusters Score -1.180309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101884 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -11803087.000000 Penalty: 5729.387207
	Iteration 136Q: 3 clusters Score -1.180309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101886 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -11803088.000000 Penalty: 5729.387207
	Iteration 137Q: 3 clusters Score -1.180309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -11803086.000000 Penalty: 5729.387207
	Iteration 138Q: 3 clusters Score -1.180309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101890 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -11803094.000000 Penalty: 5729.387207
	Iteration 139Q: 3 clusters Score -1.180309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11803091.000000 Penalty: 5729.387207
	Iteration 140F: 3 clusters Score -1.180309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Entering Unmasked Estep 
Score: -5298349.000000 Penalty: 2663.670166
	Iteration 0F: 2 clusters Score -5298349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -5267260.000000 Penalty: 5327.340332
	Iteration 0F: 3 clusters Score -5267260 nChanged 21285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -5279143.500000 Penalty: 5327.340332
	Iteration 1F: 3 clusters Score -5279144 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -5279719.000000 Penalty: 5327.340332
	Iteration 2Q: 3 clusters Score -5279719 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -5280244.500000 Penalty: 5327.340332
	Iteration 3Q: 3 clusters Score -5280244 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -5280914.500000 Penalty: 5327.340332
	Iteration 4Q: 3 clusters Score -5280914 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -5281947.500000 Penalty: 5327.340332
	Iteration 5Q: 3 clusters Score -5281948 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -5283534.500000 Penalty: 5327.340332
	Iteration 6F: 3 clusters Score -5283534 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -5285979.000000 Penalty: 5327.340332
	Iteration 7F: 3 clusters Score -5285979 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -5289031.500000 Penalty: 5327.340332
	Iteration 8F: 3 clusters Score -5289032 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -5292015.500000 Penalty: 5327.340332
	Iteration 9F: 3 clusters Score -5292016 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -5294124.000000 Penalty: 5327.340332
	Iteration 10Q: 3 clusters Score -5294124 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -5295185.500000 Penalty: 5327.340332
	Iteration 11Q: 3 clusters Score -5295186 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -5295699.000000 Penalty: 5327.340332
	Iteration 12Q: 3 clusters Score -5295699 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -5295922.500000 Penalty: 5327.340332
	Iteration 13Q: 3 clusters Score -5295922 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -5296028.000000 Penalty: 5327.340332
	Iteration 14Q: 3 clusters Score -5296028 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -5296097.500000 Penalty: 5327.340332
	Iteration 15Q: 3 clusters Score -5296098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -5296151.500000 Penalty: 5327.340332
	Iteration 16Q: 3 clusters Score -5296152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -5296183.000000 Penalty: 5327.340332
	Iteration 17Q: 3 clusters Score -5296183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -5296204.000000 Penalty: 5327.340332
	Iteration 18Q: 3 clusters Score -5296204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -5296228.000000 Penalty: 5327.340332
	Iteration 19Q: 3 clusters Score -5296228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -5296247.500000 Penalty: 5327.340332
	Iteration 20F: 3 clusters Score -5296248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -5296258.000000 Penalty: 5327.340332
	Iteration 21Q: 3 clusters Score -5296258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -5296280.000000 Penalty: 5327.340332
	Iteration 22Q: 3 clusters Score -5296280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -5296285.000000 Penalty: 5327.340332
	Iteration 23Q: 3 clusters Score -5296285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -5296286.500000 Penalty: 5327.340332
	Iteration 24Q: 3 clusters Score -5296286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -5296295.500000 Penalty: 5327.340332
	Iteration 25Q: 3 clusters Score -5296296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -5296296.500000 Penalty: 5327.340332
	Iteration 26Q: 3 clusters Score -5296296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -5296299.500000 Penalty: 5327.340332
	Iteration 27Q: 3 clusters Score -5296300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -5296302.500000 Penalty: 5327.340332
	Iteration 28Q: 3 clusters Score -5296302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -5296302.500000 Penalty: 5327.340332
	Iteration 29F: 3 clusters Score -5296302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -212780.953125 Penalty: 1904.224854
	Iteration 0F: 2 clusters Score -212781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -210365.328125 Penalty: 3808.449707
	Iteration 0F: 3 clusters Score -210365.3 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -213741.671875 Penalty: 3808.449707
	Iteration 1F: 3 clusters Score -213741.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -216792.375000 Penalty: 3808.449707
	Iteration 2F: 3 clusters Score -216792.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -218020.187500 Penalty: 3808.449707
	Iteration 3F: 3 clusters Score -218020.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -218627.843750 Penalty: 3808.449707
	Iteration 4Q: 3 clusters Score -218627.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -218653.453125 Penalty: 3808.449707
	Iteration 5Q: 3 clusters Score -218653.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -218667.843750 Penalty: 3808.449707
	Iteration 6Q: 3 clusters Score -218667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -218681.000000 Penalty: 3808.449707
	Iteration 7Q: 3 clusters Score -218681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -218708.843750 Penalty: 3808.449707
	Iteration 8Q: 3 clusters Score -218708.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -218753.062500 Penalty: 3808.449707
	Iteration 9Q: 3 clusters Score -218753.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -218834.750000 Penalty: 3808.449707
	Iteration 10Q: 3 clusters Score -218834.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -219114.812500 Penalty: 3808.449707
	Iteration 11Q: 3 clusters Score -219114.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -219528.140625 Penalty: 3808.449707
	Iteration 12Q: 3 clusters Score -219528.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -219572.125000 Penalty: 3808.449707
	Iteration 13Q: 3 clusters Score -219572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -219576.437500 Penalty: 3808.449707
	Iteration 14Q: 3 clusters Score -219576.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -219576.437500 Penalty: 3808.449707
	Iteration 15F: 3 clusters Score -219576.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 122992 members 
Mstep: Class 11 contains 282681 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 15 contains 1522 members 
Mstep: Class 16 contains 31444 members 
Mstep: Class 17 contains 103900 members 
Mstep: Class 19 contains 46194 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 7866 members 
Entering Unmasked Estep 
Score: -70739600.000000 Penalty: 53003.992188
Splitting cluster 22 changes total score from -70734584.000000 to -70739600.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 23 (7866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Entering Unmasked Estep 
Score: -863147.375000 Penalty: 2224.635498
	Iteration 0F: 2 clusters Score -863147.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -856905.812500 Penalty: 4449.270996
	Iteration 0F: 3 clusters Score -856905.8 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -858597.000000 Penalty: 4449.270996
	Iteration 1F: 3 clusters Score -858597 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -858874.562500 Penalty: 4449.270996
	Iteration 2F: 3 clusters Score -858874.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -859069.562500 Penalty: 4449.270996
	Iteration 3F: 3 clusters Score -859069.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -859254.125000 Penalty: 4449.270996
	Iteration 4Q: 3 clusters Score -859254.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -859458.437500 Penalty: 4449.270996
	Iteration 5Q: 3 clusters Score -859458.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -859691.437500 Penalty: 4449.270996
	Iteration 6Q: 3 clusters Score -859691.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -859954.000000 Penalty: 4449.270996
	Iteration 7Q: 3 clusters Score -859954 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -860192.250000 Penalty: 4449.270996
	Iteration 8Q: 3 clusters Score -860192.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -860426.062500 Penalty: 4449.270996
	Iteration 9Q: 3 clusters Score -860426.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -860688.500000 Penalty: 4449.270996
	Iteration 10Q: 3 clusters Score -860688.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -860909.000000 Penalty: 4449.270996
	Iteration 11Q: 3 clusters Score -860909 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -861056.187500 Penalty: 4449.270996
	Iteration 12Q: 3 clusters Score -861056.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -861166.250000 Penalty: 4449.270996
	Iteration 13Q: 3 clusters Score -861166.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -861249.500000 Penalty: 4449.270996
	Iteration 14Q: 3 clusters Score -861249.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -861302.500000 Penalty: 4449.270996
	Iteration 15Q: 3 clusters Score -861302.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -861358.312500 Penalty: 4449.270996
	Iteration 16Q: 3 clusters Score -861358.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -861404.937500 Penalty: 4449.270996
	Iteration 17Q: 3 clusters Score -861404.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -861442.750000 Penalty: 4449.270996
	Iteration 18Q: 3 clusters Score -861442.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -861481.687500 Penalty: 4449.270996
	Iteration 19Q: 3 clusters Score -861481.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -861520.250000 Penalty: 4449.270996
	Iteration 20F: 3 clusters Score -861520.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -861562.187500 Penalty: 4449.270996
	Iteration 21Q: 3 clusters Score -861562.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -861591.687500 Penalty: 4449.270996
	Iteration 22Q: 3 clusters Score -861591.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -861618.437500 Penalty: 4449.270996
	Iteration 23Q: 3 clusters Score -861618.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -861641.125000 Penalty: 4449.270996
	Iteration 24Q: 3 clusters Score -861641.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -861665.000000 Penalty: 4449.270996
	Iteration 25Q: 3 clusters Score -861665 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -861689.875000 Penalty: 4449.270996
	Iteration 26Q: 3 clusters Score -861689.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -861702.000000 Penalty: 4449.270996
	Iteration 27Q: 3 clusters Score -861702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -861722.937500 Penalty: 4449.270996
	Iteration 28Q: 3 clusters Score -861722.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -861739.125000 Penalty: 4449.270996
	Iteration 29Q: 3 clusters Score -861739.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -861749.687500 Penalty: 4449.270996
	Iteration 30Q: 3 clusters Score -861749.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -861759.937500 Penalty: 4449.270996
	Iteration 31Q: 3 clusters Score -861759.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -861766.812500 Penalty: 4449.270996
	Iteration 32Q: 3 clusters Score -861766.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -861769.625000 Penalty: 4449.270996
	Iteration 33Q: 3 clusters Score -861769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -861772.812500 Penalty: 4449.270996
	Iteration 34Q: 3 clusters Score -861772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -861774.937500 Penalty: 4449.270996
	Iteration 35Q: 3 clusters Score -861774.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -861775.437500 Penalty: 4449.270996
	Iteration 36Q: 3 clusters Score -861775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -861775.625000 Penalty: 4449.270996
	Iteration 37Q: 3 clusters Score -861775.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -861777.250000 Penalty: 4449.270996
	Iteration 38F: 3 clusters Score -861777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -861780.625000 Penalty: 4449.270996
	Iteration 39Q: 3 clusters Score -861780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -861781.375000 Penalty: 4449.270996
	Iteration 40F: 3 clusters Score -861781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -861781.125000 Penalty: 4449.270996
	Iteration 41Q: 3 clusters Score -861781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -861781.875000 Penalty: 4449.270996
	Iteration 42Q: 3 clusters Score -861781.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -861781.875000 Penalty: 4449.270996
	Iteration 43F: 3 clusters Score -861781.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 8 contains 122992 members 
Mstep: Class 11 contains 282681 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 15 contains 1522 members 
Mstep: Class 16 contains 31444 members 
Mstep: Class 17 contains 103900 members 
Mstep: Class 19 contains 46194 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 7866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70740520.000000 Penalty: 53003.992188
Iteration 39Q: 17 clusters Score -7.074052e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 10392 members 
Mstep: Class 3 contains 2764 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122036 members 
Mstep: Class 11 contains 284331 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 15 contains 1521 members 
Mstep: Class 16 contains 33117 members 
Mstep: Class 17 contains 102751 members 
Mstep: Class 19 contains 46255 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 6919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70742296.000000 Penalty: 53003.992188
Iteration 40F: 17 clusters Score -7.07423e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 10272 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 1480 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 121090 members 
Mstep: Class 11 contains 285897 members 
Mstep: Class 13 contains 775 members 
Mstep: Class 15 contains 1522 members 
Mstep: Class 16 contains 34557 members 
Mstep: Class 17 contains 101665 members 
Mstep: Class 19 contains 46284 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 6163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70743944.000000 Penalty: 53003.992188
Iteration 41Q: 17 clusters Score -7.074394e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 10172 members 
Mstep: Class 3 contains 2416 members 
Mstep: Class 4 contains 1481 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1116 members 
Mstep: Class 8 contains 120219 members 
Mstep: Class 11 contains 287290 members 
Mstep: Class 13 contains 781 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 16 contains 35796 members 
Mstep: Class 17 contains 100599 members 
Mstep: Class 19 contains 46313 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70744912.000000 Penalty: 53003.992188
Iteration 42Q: 17 clusters Score -7.074491e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 10089 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 1556 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1116 members 
Mstep: Class 8 contains 119443 members 
Mstep: Class 11 contains 288570 members 
Mstep: Class 13 contains 790 members 
Mstep: Class 15 contains 1522 members 
Mstep: Class 16 contains 36772 members 
Mstep: Class 17 contains 99580 members 
Mstep: Class 19 contains 46326 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 5371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70745928.000000 Penalty: 53003.992188
Iteration 43Q: 17 clusters Score -7.074593e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 10004 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 118714 members 
Mstep: Class 11 contains 289812 members 
Mstep: Class 13 contains 797 members 
Mstep: Class 15 contains 1521 members 
Mstep: Class 16 contains 37599 members 
Mstep: Class 17 contains 98502 members 
Mstep: Class 19 contains 46355 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 5198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746360.000000 Penalty: 53003.992188
Iteration 44Q: 17 clusters Score -7.074636e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 9907 members 
Mstep: Class 3 contains 2077 members 
Mstep: Class 4 contains 1552 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 118056 members 
Mstep: Class 11 contains 291071 members 
Mstep: Class 13 contains 803 members 
Mstep: Class 15 contains 1518 members 
Mstep: Class 16 contains 38226 members 
Mstep: Class 17 contains 97436 members 
Mstep: Class 19 contains 46391 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746704.000000 Penalty: 53003.992188
Iteration 45Q: 17 clusters Score -7.07467e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 9827 members 
Mstep: Class 3 contains 2005 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 1771 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 117449 members 
Mstep: Class 11 contains 292322 members 
Mstep: Class 13 contains 807 members 
Mstep: Class 15 contains 1517 members 
Mstep: Class 16 contains 38729 members 
Mstep: Class 17 contains 96384 members 
Mstep: Class 19 contains 46405 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 5016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746632.000000 Penalty: 53003.992188
Iteration 46Q: 17 clusters Score -7.074663e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 9750 members 
Mstep: Class 3 contains 1949 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 116958 members 
Mstep: Class 11 contains 293444 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 15 contains 1517 members 
Mstep: Class 16 contains 39142 members 
Mstep: Class 17 contains 95310 members 
Mstep: Class 19 contains 46445 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746928.000000 Penalty: 53003.992188
Iteration 47Q: 17 clusters Score -7.074693e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 1904 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 116517 members 
Mstep: Class 11 contains 294636 members 
Mstep: Class 13 contains 833 members 
Mstep: Class 15 contains 1516 members 
Mstep: Class 16 contains 39473 members 
Mstep: Class 17 contains 94173 members 
Mstep: Class 19 contains 46484 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747064.000000 Penalty: 53003.992188
Iteration 48Q: 17 clusters Score -7.074706e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 9602 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 1551 members 
Mstep: Class 5 contains 2213 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 116130 members 
Mstep: Class 11 contains 295789 members 
Mstep: Class 13 contains 851 members 
Mstep: Class 15 contains 1516 members 
Mstep: Class 16 contains 39733 members 
Mstep: Class 17 contains 93080 members 
Mstep: Class 19 contains 46503 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747296.000000 Penalty: 53003.992188
Iteration 49Q: 17 clusters Score -7.07473e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 9534 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 115876 members 
Mstep: Class 11 contains 296918 members 
Mstep: Class 13 contains 861 members 
Mstep: Class 15 contains 1516 members 
Mstep: Class 16 contains 39954 members 
Mstep: Class 17 contains 91928 members 
Mstep: Class 19 contains 46510 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747560.000000 Penalty: 53003.992188
Iteration 50Q: 17 clusters Score -7.074756e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 9475 members 
Mstep: Class 3 contains 1734 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 2592 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 115676 members 
Mstep: Class 11 contains 297947 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 15 contains 1517 members 
Mstep: Class 16 contains 40142 members 
Mstep: Class 17 contains 90792 members 
Mstep: Class 19 contains 46524 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747784.000000 Penalty: 53003.992188
Iteration 51Q: 17 clusters Score -7.074778e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 9415 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 115536 members 
Mstep: Class 11 contains 298885 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 15 contains 1519 members 
Mstep: Class 16 contains 40319 members 
Mstep: Class 17 contains 89665 members 
Mstep: Class 19 contains 46548 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70748080.000000 Penalty: 53003.992188
Iteration 52Q: 17 clusters Score -7.074808e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 9345 members 
Mstep: Class 3 contains 1639 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 115403 members 
Mstep: Class 11 contains 299858 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 15 contains 1519 members 
Mstep: Class 16 contains 40456 members 
Mstep: Class 17 contains 88513 members 
Mstep: Class 19 contains 46569 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70748392.000000 Penalty: 53003.992188
Iteration 53Q: 17 clusters Score -7.074839e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 115298 members 
Mstep: Class 11 contains 300826 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 15 contains 1518 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 87344 members 
Mstep: Class 19 contains 46586 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70748352.000000 Penalty: 53003.992188
Iteration 54Q: 17 clusters Score -7.074835e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 1588 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 115193 members 
Mstep: Class 11 contains 301755 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 15 contains 1519 members 
Mstep: Class 16 contains 40680 members 
Mstep: Class 17 contains 86167 members 
Mstep: Class 19 contains 46642 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70748792.000000 Penalty: 53003.992188
Iteration 55Q: 17 clusters Score -7.074879e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 9123 members 
Mstep: Class 3 contains 1567 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 4003 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 115130 members 
Mstep: Class 11 contains 302688 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 15 contains 1519 members 
Mstep: Class 16 contains 40765 members 
Mstep: Class 17 contains 84901 members 
Mstep: Class 19 contains 46701 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70749096.000000 Penalty: 53003.992188
Iteration 56Q: 17 clusters Score -7.07491e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 1536 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 115137 members 
Mstep: Class 11 contains 303545 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 15 contains 1519 members 
Mstep: Class 16 contains 40836 members 
Mstep: Class 17 contains 83625 members 
Mstep: Class 19 contains 46755 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70749128.000000 Penalty: 53003.992188
Iteration 57Q: 17 clusters Score -7.074913e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 8964 members 
Mstep: Class 3 contains 1516 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 115144 members 
Mstep: Class 11 contains 304394 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 15 contains 1520 members 
Mstep: Class 16 contains 40909 members 
Mstep: Class 17 contains 82363 members 
Mstep: Class 19 contains 46811 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70749400.000000 Penalty: 53003.992188
Iteration 58Q: 17 clusters Score -7.07494e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 8890 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 115176 members 
Mstep: Class 11 contains 305184 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 15 contains 1520 members 
Mstep: Class 16 contains 40975 members 
Mstep: Class 17 contains 81149 members 
Mstep: Class 19 contains 46875 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70749792.000000 Penalty: 53003.992188
Iteration 59Q: 17 clusters Score -7.074979e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 8818 members 
Mstep: Class 3 contains 1479 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 5400 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 115236 members 
Mstep: Class 11 contains 305890 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 15 contains 1519 members 
Mstep: Class 16 contains 41024 members 
Mstep: Class 17 contains 80018 members 
Mstep: Class 19 contains 46943 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750248.000000 Penalty: 53003.992188
Iteration 60F: 17 clusters Score -7.075025e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 8748 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 5674 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 115294 members 
Mstep: Class 11 contains 306597 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 15 contains 1515 members 
Mstep: Class 16 contains 41077 members 
Mstep: Class 17 contains 78969 members 
Mstep: Class 19 contains 46993 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750536.000000 Penalty: 53003.992188
Iteration 61Q: 17 clusters Score -7.075054e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 8681 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 115377 members 
Mstep: Class 11 contains 307311 members 
Mstep: Class 13 contains 918 members 
Mstep: Class 15 contains 1516 members 
Mstep: Class 16 contains 41113 members 
Mstep: Class 17 contains 77860 members 
Mstep: Class 19 contains 47065 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750504.000000 Penalty: 53003.992188
Iteration 62Q: 17 clusters Score -7.07505e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 8598 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 1552 members 
Mstep: Class 5 contains 6178 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 115462 members 
Mstep: Class 11 contains 307953 members 
Mstep: Class 13 contains 922 members 
Mstep: Class 15 contains 1515 members 
Mstep: Class 16 contains 41147 members 
Mstep: Class 17 contains 76858 members 
Mstep: Class 19 contains 47169 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750536.000000 Penalty: 53003.992188
Iteration 63Q: 17 clusters Score -7.075054e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 8528 members 
Mstep: Class 3 contains 1411 members 
Mstep: Class 4 contains 1563 members 
Mstep: Class 5 contains 6376 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 115545 members 
Mstep: Class 11 contains 308610 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 15 contains 1513 members 
Mstep: Class 16 contains 41166 members 
Mstep: Class 17 contains 75878 members 
Mstep: Class 19 contains 47244 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750600.000000 Penalty: 53003.992188
Iteration 64Q: 17 clusters Score -7.07506e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 8464 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 6559 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 115621 members 
Mstep: Class 11 contains 309281 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 15 contains 1512 members 
Mstep: Class 16 contains 41176 members 
Mstep: Class 17 contains 74912 members 
Mstep: Class 19 contains 47309 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750712.000000 Penalty: 53003.992188
Iteration 65Q: 17 clusters Score -7.075071e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 8415 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 6702 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 115733 members 
Mstep: Class 11 contains 309896 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 15 contains 1511 members 
Mstep: Class 16 contains 41186 members 
Mstep: Class 17 contains 73998 members 
Mstep: Class 19 contains 47374 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750816.000000 Penalty: 53003.992188
Iteration 66Q: 17 clusters Score -7.075082e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 8367 members 
Mstep: Class 3 contains 1356 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 6847 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 115802 members 
Mstep: Class 11 contains 310463 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 15 contains 1510 members 
Mstep: Class 16 contains 41199 members 
Mstep: Class 17 contains 73151 members 
Mstep: Class 19 contains 47459 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750984.000000 Penalty: 53003.992188
Iteration 67Q: 17 clusters Score -7.075098e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 8320 members 
Mstep: Class 3 contains 1336 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 6957 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 115873 members 
Mstep: Class 11 contains 311004 members 
Mstep: Class 13 contains 995 members 
Mstep: Class 15 contains 1510 members 
Mstep: Class 16 contains 41221 members 
Mstep: Class 17 contains 72375 members 
Mstep: Class 19 contains 47546 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750752.000000 Penalty: 53003.992188
Iteration 68Q: 17 clusters Score -7.075075e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 8277 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 1534 members 
Mstep: Class 5 contains 7059 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 115971 members 
Mstep: Class 11 contains 311527 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 15 contains 1510 members 
Mstep: Class 16 contains 41237 members 
Mstep: Class 17 contains 71600 members 
Mstep: Class 19 contains 47625 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750712.000000 Penalty: 53003.992188
Iteration 69Q: 17 clusters Score -7.075071e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 8229 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 7153 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 116050 members 
Mstep: Class 11 contains 312066 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 15 contains 1510 members 
Mstep: Class 16 contains 41249 members 
Mstep: Class 17 contains 70846 members 
Mstep: Class 19 contains 47705 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750832.000000 Penalty: 53003.992188
Iteration 70Q: 17 clusters Score -7.075083e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 8164 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 7234 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 116176 members 
Mstep: Class 11 contains 312530 members 
Mstep: Class 13 contains 1031 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 41253 members 
Mstep: Class 17 contains 70126 members 
Mstep: Class 19 contains 47809 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750632.000000 Penalty: 53003.992188
Iteration 71Q: 17 clusters Score -7.075063e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 8092 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 7301 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 116301 members 
Mstep: Class 11 contains 312959 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 41264 members 
Mstep: Class 17 contains 69434 members 
Mstep: Class 19 contains 47920 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750728.000000 Penalty: 53003.992188
Iteration 72Q: 17 clusters Score -7.075073e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 8036 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 7364 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 116437 members 
Mstep: Class 11 contains 313308 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 15 contains 1510 members 
Mstep: Class 16 contains 41278 members 
Mstep: Class 17 contains 68800 members 
Mstep: Class 19 contains 48045 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750736.000000 Penalty: 53003.992188
Iteration 73Q: 17 clusters Score -7.075074e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 7999 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 7431 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 116568 members 
Mstep: Class 11 contains 313634 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 15 contains 1510 members 
Mstep: Class 16 contains 41279 members 
Mstep: Class 17 contains 68211 members 
Mstep: Class 19 contains 48143 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750552.000000 Penalty: 53003.992188
Iteration 74Q: 17 clusters Score -7.075055e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 7962 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 7481 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 116710 members 
Mstep: Class 11 contains 313936 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 15 contains 1511 members 
Mstep: Class 16 contains 41291 members 
Mstep: Class 17 contains 67635 members 
Mstep: Class 19 contains 48233 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750424.000000 Penalty: 53003.992188
Iteration 75Q: 17 clusters Score -7.075042e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 7913 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 7541 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 116895 members 
Mstep: Class 11 contains 314190 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 15 contains 1511 members 
Mstep: Class 16 contains 41304 members 
Mstep: Class 17 contains 67055 members 
Mstep: Class 19 contains 48341 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750256.000000 Penalty: 53003.992188
Iteration 76Q: 17 clusters Score -7.075026e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 7864 members 
Mstep: Class 3 contains 1224 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 7587 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 117077 members 
Mstep: Class 11 contains 314414 members 
Mstep: Class 13 contains 1042 members 
Mstep: Class 15 contains 1511 members 
Mstep: Class 16 contains 41306 members 
Mstep: Class 17 contains 66517 members 
Mstep: Class 19 contains 48459 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750192.000000 Penalty: 53003.992188
Iteration 77Q: 17 clusters Score -7.075019e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 7827 members 
Mstep: Class 3 contains 1217 members 
Mstep: Class 4 contains 1530 members 
Mstep: Class 5 contains 7629 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 117260 members 
Mstep: Class 11 contains 314564 members 
Mstep: Class 13 contains 1043 members 
Mstep: Class 15 contains 1511 members 
Mstep: Class 16 contains 41319 members 
Mstep: Class 17 contains 66041 members 
Mstep: Class 19 contains 48577 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750048.000000 Penalty: 53003.992188
Iteration 78Q: 17 clusters Score -7.075005e+07 nChanged 908
Entering ConstructFrom: 
Score: -70750048.000000 Penalty: 53003.992188
Entering ConstructFrom: 
Trying to split cluster 1 (16134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Entering Unmasked Estep 
Score: -1868434.750000 Penalty: 2402.793701
	Iteration 0F: 2 clusters Score -1868435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1856766.000000 Penalty: 4805.587402
	Iteration 0F: 3 clusters Score -1856766 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1860399.000000 Penalty: 4805.587402
	Iteration 1F: 3 clusters Score -1860399 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1860735.250000 Penalty: 4805.587402
	Iteration 2F: 3 clusters Score -1860735 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1860999.500000 Penalty: 4805.587402
	Iteration 3Q: 3 clusters Score -1861000 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1861234.250000 Penalty: 4805.587402
	Iteration 4Q: 3 clusters Score -1861234 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1861456.625000 Penalty: 4805.587402
	Iteration 5Q: 3 clusters Score -1861457 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1861697.000000 Penalty: 4805.587402
	Iteration 6Q: 3 clusters Score -1861697 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1861981.000000 Penalty: 4805.587402
	Iteration 7Q: 3 clusters Score -1861981 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1862290.125000 Penalty: 4805.587402
	Iteration 8Q: 3 clusters Score -1862290 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1862626.000000 Penalty: 4805.587402
	Iteration 9Q: 3 clusters Score -1862626 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1862983.750000 Penalty: 4805.587402
	Iteration 10Q: 3 clusters Score -1862984 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1863362.000000 Penalty: 4805.587402
	Iteration 11Q: 3 clusters Score -1863362 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1863776.625000 Penalty: 4805.587402
	Iteration 12Q: 3 clusters Score -1863777 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1864173.625000 Penalty: 4805.587402
	Iteration 13Q: 3 clusters Score -1864174 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1864551.875000 Penalty: 4805.587402
	Iteration 14Q: 3 clusters Score -1864552 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1864863.125000 Penalty: 4805.587402
	Iteration 15Q: 3 clusters Score -1864863 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1865143.125000 Penalty: 4805.587402
	Iteration 16Q: 3 clusters Score -1865143 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1865370.125000 Penalty: 4805.587402
	Iteration 17Q: 3 clusters Score -1865370 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1865536.875000 Penalty: 4805.587402
	Iteration 18Q: 3 clusters Score -1865537 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1865657.375000 Penalty: 4805.587402
	Iteration 19Q: 3 clusters Score -1865657 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1865769.125000 Penalty: 4805.587402
	Iteration 20F: 3 clusters Score -1865769 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1865868.625000 Penalty: 4805.587402
	Iteration 21Q: 3 clusters Score -1865869 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1865959.625000 Penalty: 4805.587402
	Iteration 22Q: 3 clusters Score -1865960 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1866024.125000 Penalty: 4805.587402
	Iteration 23Q: 3 clusters Score -1866024 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1866096.125000 Penalty: 4805.587402
	Iteration 24Q: 3 clusters Score -1866096 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1866158.125000 Penalty: 4805.587402
	Iteration 25Q: 3 clusters Score -1866158 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1866221.000000 Penalty: 4805.587402
	Iteration 26Q: 3 clusters Score -1866221 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1866270.125000 Penalty: 4805.587402
	Iteration 27Q: 3 clusters Score -1866270 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1866314.625000 Penalty: 4805.587402
	Iteration 28Q: 3 clusters Score -1866315 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1866346.500000 Penalty: 4805.587402
	Iteration 29Q: 3 clusters Score -1866346 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1866382.375000 Penalty: 4805.587402
	Iteration 30Q: 3 clusters Score -1866382 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1866410.125000 Penalty: 4805.587402
	Iteration 31Q: 3 clusters Score -1866410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1866431.750000 Penalty: 4805.587402
	Iteration 32Q: 3 clusters Score -1866432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1866454.125000 Penalty: 4805.587402
	Iteration 33Q: 3 clusters Score -1866454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1866466.500000 Penalty: 4805.587402
	Iteration 34Q: 3 clusters Score -1866466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1866484.750000 Penalty: 4805.587402
	Iteration 35Q: 3 clusters Score -1866485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1866501.625000 Penalty: 4805.587402
	Iteration 36Q: 3 clusters Score -1866502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1866529.125000 Penalty: 4805.587402
	Iteration 37Q: 3 clusters Score -1866529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1866534.000000 Penalty: 4805.587402
	Iteration 38Q: 3 clusters Score -1866534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1866544.250000 Penalty: 4805.587402
	Iteration 39Q: 3 clusters Score -1866544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1866549.625000 Penalty: 4805.587402
	Iteration 40F: 3 clusters Score -1866550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1866555.375000 Penalty: 4805.587402
	Iteration 41Q: 3 clusters Score -1866555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1866561.625000 Penalty: 4805.587402
	Iteration 42Q: 3 clusters Score -1866562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1866576.375000 Penalty: 4805.587402
	Iteration 43Q: 3 clusters Score -1866576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1866581.000000 Penalty: 4805.587402
	Iteration 44Q: 3 clusters Score -1866581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1866589.125000 Penalty: 4805.587402
	Iteration 45Q: 3 clusters Score -1866589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1866590.125000 Penalty: 4805.587402
	Iteration 46Q: 3 clusters Score -1866590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1866597.750000 Penalty: 4805.587402
	Iteration 47Q: 3 clusters Score -1866598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1866599.875000 Penalty: 4805.587402
	Iteration 48Q: 3 clusters Score -1866600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1866607.375000 Penalty: 4805.587402
	Iteration 49Q: 3 clusters Score -1866607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1866606.750000 Penalty: 4805.587402
	Iteration 50Q: 3 clusters Score -1866607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1866608.875000 Penalty: 4805.587402
	Iteration 51Q: 3 clusters Score -1866609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1866612.125000 Penalty: 4805.587402
	Iteration 52Q: 3 clusters Score -1866612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1866610.375000 Penalty: 4805.587402
	Iteration 53Q: 3 clusters Score -1866610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1866611.875000 Penalty: 4805.587402
	Iteration 54Q: 3 clusters Score -1866612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1866611.875000 Penalty: 4805.587402
	Iteration 55F: 3 clusters Score -1866612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Entering Unmasked Estep 
Score: -865626.312500 Penalty: 2221.941162
	Iteration 0F: 2 clusters Score -865626.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -859419.062500 Penalty: 4443.882324
	Iteration 0F: 3 clusters Score -859419.1 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -861265.250000 Penalty: 4443.882324
	Iteration 1F: 3 clusters Score -861265.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -861681.750000 Penalty: 4443.882324
	Iteration 2F: 3 clusters Score -861681.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -861963.687500 Penalty: 4443.882324
	Iteration 3F: 3 clusters Score -861963.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -862199.875000 Penalty: 4443.882324
	Iteration 4F: 3 clusters Score -862199.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -862397.187500 Penalty: 4443.882324
	Iteration 5Q: 3 clusters Score -862397.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -862561.437500 Penalty: 4443.882324
	Iteration 6Q: 3 clusters Score -862561.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -862700.937500 Penalty: 4443.882324
	Iteration 7Q: 3 clusters Score -862700.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -862820.312500 Penalty: 4443.882324
	Iteration 8Q: 3 clusters Score -862820.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -862925.375000 Penalty: 4443.882324
	Iteration 9Q: 3 clusters Score -862925.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -863035.187500 Penalty: 4443.882324
	Iteration 10Q: 3 clusters Score -863035.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -863136.437500 Penalty: 4443.882324
	Iteration 11Q: 3 clusters Score -863136.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -863238.812500 Penalty: 4443.882324
	Iteration 12Q: 3 clusters Score -863238.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -863332.250000 Penalty: 4443.882324
	Iteration 13Q: 3 clusters Score -863332.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -863407.625000 Penalty: 4443.882324
	Iteration 14Q: 3 clusters Score -863407.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -863479.187500 Penalty: 4443.882324
	Iteration 15Q: 3 clusters Score -863479.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -863527.687500 Penalty: 4443.882324
	Iteration 16Q: 3 clusters Score -863527.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -863572.500000 Penalty: 4443.882324
	Iteration 17Q: 3 clusters Score -863572.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -863603.125000 Penalty: 4443.882324
	Iteration 18Q: 3 clusters Score -863603.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -863626.875000 Penalty: 4443.882324
	Iteration 19Q: 3 clusters Score -863626.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -863648.687500 Penalty: 4443.882324
	Iteration 20F: 3 clusters Score -863648.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -863675.625000 Penalty: 4443.882324
	Iteration 21Q: 3 clusters Score -863675.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -863690.125000 Penalty: 4443.882324
	Iteration 22Q: 3 clusters Score -863690.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -863706.937500 Penalty: 4443.882324
	Iteration 23Q: 3 clusters Score -863706.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -863725.812500 Penalty: 4443.882324
	Iteration 24Q: 3 clusters Score -863725.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -863738.812500 Penalty: 4443.882324
	Iteration 25Q: 3 clusters Score -863738.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -863750.000000 Penalty: 4443.882324
	Iteration 26Q: 3 clusters Score -863750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -863757.500000 Penalty: 4443.882324
	Iteration 27Q: 3 clusters Score -863757.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -863767.125000 Penalty: 4443.882324
	Iteration 28Q: 3 clusters Score -863767.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -863772.687500 Penalty: 4443.882324
	Iteration 29Q: 3 clusters Score -863772.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -863779.750000 Penalty: 4443.882324
	Iteration 30Q: 3 clusters Score -863779.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -863782.812500 Penalty: 4443.882324
	Iteration 31Q: 3 clusters Score -863782.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -863788.687500 Penalty: 4443.882324
	Iteration 32Q: 3 clusters Score -863788.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -863790.312500 Penalty: 4443.882324
	Iteration 33Q: 3 clusters Score -863790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -863795.312500 Penalty: 4443.882324
	Iteration 34Q: 3 clusters Score -863795.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -863800.062500 Penalty: 4443.882324
	Iteration 35Q: 3 clusters Score -863800.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -863801.437500 Penalty: 4443.882324
	Iteration 36Q: 3 clusters Score -863801.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -863805.500000 Penalty: 4443.882324
	Iteration 37Q: 3 clusters Score -863805.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -863813.812500 Penalty: 4443.882324
	Iteration 38Q: 3 clusters Score -863813.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -863816.250000 Penalty: 4443.882324
	Iteration 39Q: 3 clusters Score -863816.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -863821.750000 Penalty: 4443.882324
	Iteration 40F: 3 clusters Score -863821.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -863829.062500 Penalty: 4443.882324
	Iteration 41Q: 3 clusters Score -863829.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -863835.937500 Penalty: 4443.882324
	Iteration 42Q: 3 clusters Score -863835.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -863841.062500 Penalty: 4443.882324
	Iteration 43Q: 3 clusters Score -863841.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -863845.312500 Penalty: 4443.882324
	Iteration 44Q: 3 clusters Score -863845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -863850.000000 Penalty: 4443.882324
	Iteration 45Q: 3 clusters Score -863850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -863853.937500 Penalty: 4443.882324
	Iteration 46Q: 3 clusters Score -863853.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -863856.062500 Penalty: 4443.882324
	Iteration 47Q: 3 clusters Score -863856.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -863859.062500 Penalty: 4443.882324
	Iteration 48Q: 3 clusters Score -863859.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -863860.937500 Penalty: 4443.882324
	Iteration 49Q: 3 clusters Score -863860.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -863864.500000 Penalty: 4443.882324
	Iteration 50Q: 3 clusters Score -863864.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -863867.625000 Penalty: 4443.882324
	Iteration 51Q: 3 clusters Score -863867.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -863873.125000 Penalty: 4443.882324
	Iteration 52Q: 3 clusters Score -863873.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -863876.562500 Penalty: 4443.882324
	Iteration 53Q: 3 clusters Score -863876.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -863878.687500 Penalty: 4443.882324
	Iteration 54Q: 3 clusters Score -863878.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -863879.500000 Penalty: 4443.882324
	Iteration 55Q: 3 clusters Score -863879.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -863880.500000 Penalty: 4443.882324
	Iteration 56Q: 3 clusters Score -863880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -863880.687500 Penalty: 4443.882324
	Iteration 57Q: 3 clusters Score -863880.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -863884.375000 Penalty: 4443.882324
	Iteration 58Q: 3 clusters Score -863884.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -863884.375000 Penalty: 4443.882324
	Iteration 59F: 3 clusters Score -863884.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -135884.468750 Penalty: 1758.958252
	Iteration 0F: 2 clusters Score -135884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -133764.562500 Penalty: 3517.916504
	Iteration 0F: 3 clusters Score -133764.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -134119.703125 Penalty: 3517.916504
	Iteration 1F: 3 clusters Score -134119.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134203.531250 Penalty: 3517.916504
	Iteration 2F: 3 clusters Score -134203.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134248.953125 Penalty: 3517.916504
	Iteration 3Q: 3 clusters Score -134249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -134270.281250 Penalty: 3517.916504
	Iteration 4Q: 3 clusters Score -134270.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134280.203125 Penalty: 3517.916504
	Iteration 5Q: 3 clusters Score -134280.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -134284.765625 Penalty: 3517.916504
	Iteration 6Q: 3 clusters Score -134284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -134285.812500 Penalty: 3517.916504
	Iteration 7Q: 3 clusters Score -134285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -134285.812500 Penalty: 3517.916504
	Iteration 8F: 3 clusters Score -134285.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -163646.531250 Penalty: 1818.913574
	Iteration 0F: 2 clusters Score -163646.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -161319.750000 Penalty: 3637.827148
	Iteration 0F: 3 clusters Score -161319.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -161736.500000 Penalty: 3637.827148
	Iteration 1F: 3 clusters Score -161736.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -161869.562500 Penalty: 3637.827148
	Iteration 2F: 3 clusters Score -161869.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -161956.328125 Penalty: 3637.827148
	Iteration 3Q: 3 clusters Score -161956.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -162043.781250 Penalty: 3637.827148
	Iteration 4Q: 3 clusters Score -162043.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -162122.437500 Penalty: 3637.827148
	Iteration 5Q: 3 clusters Score -162122.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -162197.828125 Penalty: 3637.827148
	Iteration 6Q: 3 clusters Score -162197.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -162299.656250 Penalty: 3637.827148
	Iteration 7Q: 3 clusters Score -162299.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -162378.640625 Penalty: 3637.827148
	Iteration 8Q: 3 clusters Score -162378.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -162450.781250 Penalty: 3637.827148
	Iteration 9Q: 3 clusters Score -162450.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -162505.890625 Penalty: 3637.827148
	Iteration 10Q: 3 clusters Score -162505.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -162559.468750 Penalty: 3637.827148
	Iteration 11Q: 3 clusters Score -162559.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -162593.640625 Penalty: 3637.827148
	Iteration 12Q: 3 clusters Score -162593.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -162623.781250 Penalty: 3637.827148
	Iteration 13Q: 3 clusters Score -162623.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -162652.125000 Penalty: 3637.827148
	Iteration 14Q: 3 clusters Score -162652.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -162686.156250 Penalty: 3637.827148
	Iteration 15Q: 3 clusters Score -162686.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -162719.515625 Penalty: 3637.827148
	Iteration 16Q: 3 clusters Score -162719.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -162765.781250 Penalty: 3637.827148
	Iteration 17Q: 3 clusters Score -162765.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -162805.515625 Penalty: 3637.827148
	Iteration 18Q: 3 clusters Score -162805.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -162844.468750 Penalty: 3637.827148
	Iteration 19Q: 3 clusters Score -162844.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -162882.531250 Penalty: 3637.827148
	Iteration 20F: 3 clusters Score -162882.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -162906.921875 Penalty: 3637.827148
	Iteration 21Q: 3 clusters Score -162906.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -162926.656250 Penalty: 3637.827148
	Iteration 22Q: 3 clusters Score -162926.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -162939.828125 Penalty: 3637.827148
	Iteration 23Q: 3 clusters Score -162939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -162948.890625 Penalty: 3637.827148
	Iteration 24Q: 3 clusters Score -162948.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -162954.843750 Penalty: 3637.827148
	Iteration 25Q: 3 clusters Score -162954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -162957.656250 Penalty: 3637.827148
	Iteration 26Q: 3 clusters Score -162957.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -162957.656250 Penalty: 3637.827148
	Iteration 27F: 3 clusters Score -162957.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Entering Unmasked Estep 
Score: -884250.250000 Penalty: 2218.377930
	Iteration 0F: 2 clusters Score -884250.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -878094.000000 Penalty: 4436.755859
	Iteration 0F: 3 clusters Score -878094 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -880372.187500 Penalty: 4436.755859
	Iteration 1F: 3 clusters Score -880372.2 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -881230.000000 Penalty: 4436.755859
	Iteration 2F: 3 clusters Score -881230 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -881988.875000 Penalty: 4436.755859
	Iteration 3F: 3 clusters Score -881988.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -882633.187500 Penalty: 4436.755859
	Iteration 4F: 3 clusters Score -882633.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -883124.375000 Penalty: 4436.755859
	Iteration 5F: 3 clusters Score -883124.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -883448.687500 Penalty: 4436.755859
	Iteration 6Q: 3 clusters Score -883448.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -883635.312500 Penalty: 4436.755859
	Iteration 7Q: 3 clusters Score -883635.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -883722.687500 Penalty: 4436.755859
	Iteration 8Q: 3 clusters Score -883722.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -883776.812500 Penalty: 4436.755859
	Iteration 9Q: 3 clusters Score -883776.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -883811.125000 Penalty: 4436.755859
	Iteration 10Q: 3 clusters Score -883811.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -883834.625000 Penalty: 4436.755859
	Iteration 11Q: 3 clusters Score -883834.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -883845.812500 Penalty: 4436.755859
	Iteration 12Q: 3 clusters Score -883845.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -883852.187500 Penalty: 4436.755859
	Iteration 13Q: 3 clusters Score -883852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -883859.625000 Penalty: 4436.755859
	Iteration 14Q: 3 clusters Score -883859.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -883864.750000 Penalty: 4436.755859
	Iteration 15Q: 3 clusters Score -883864.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -883870.375000 Penalty: 4436.755859
	Iteration 16Q: 3 clusters Score -883870.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -883878.187500 Penalty: 4436.755859
	Iteration 17Q: 3 clusters Score -883878.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -883887.437500 Penalty: 4436.755859
	Iteration 18Q: 3 clusters Score -883887.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -883891.875000 Penalty: 4436.755859
	Iteration 19Q: 3 clusters Score -883891.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -883898.687500 Penalty: 4436.755859
	Iteration 20F: 3 clusters Score -883898.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -883905.500000 Penalty: 4436.755859
	Iteration 21Q: 3 clusters Score -883905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -883906.625000 Penalty: 4436.755859
	Iteration 22Q: 3 clusters Score -883906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -883909.875000 Penalty: 4436.755859
	Iteration 23Q: 3 clusters Score -883909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -883910.875000 Penalty: 4436.755859
	Iteration 24Q: 3 clusters Score -883910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -883910.125000 Penalty: 4436.755859
	Iteration 25Q: 3 clusters Score -883910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -883911.812500 Penalty: 4436.755859
	Iteration 26Q: 3 clusters Score -883911.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -883914.562500 Penalty: 4436.755859
	Iteration 27Q: 3 clusters Score -883914.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -883920.500000 Penalty: 4436.755859
	Iteration 28Q: 3 clusters Score -883920.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -883920.812500 Penalty: 4436.755859
	Iteration 29Q: 3 clusters Score -883920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -883924.437500 Penalty: 4436.755859
	Iteration 30Q: 3 clusters Score -883924.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -883924.437500 Penalty: 4436.755859
	Iteration 31F: 3 clusters Score -883924.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -124739.523438 Penalty: 1781.975952
	Iteration 0F: 2 clusters Score -124739.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -122621.335938 Penalty: 3563.951904
	Iteration 0F: 3 clusters Score -122621.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -123298.929688 Penalty: 3563.951904
	Iteration 1F: 3 clusters Score -123298.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123670.937500 Penalty: 3563.951904
	Iteration 2F: 3 clusters Score -123670.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -124014.578125 Penalty: 3563.951904
	Iteration 3F: 3 clusters Score -124014.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -124319.710938 Penalty: 3563.951904
	Iteration 4F: 3 clusters Score -124319.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -124492.140625 Penalty: 3563.951904
	Iteration 5Q: 3 clusters Score -124492.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -124583.757812 Penalty: 3563.951904
	Iteration 6Q: 3 clusters Score -124583.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -124669.289062 Penalty: 3563.951904
	Iteration 7Q: 3 clusters Score -124669.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -124827.218750 Penalty: 3563.951904
	Iteration 8Q: 3 clusters Score -124827.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -125096.710938 Penalty: 3563.951904
	Iteration 9Q: 3 clusters Score -125096.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -125172.664062 Penalty: 3563.951904
	Iteration 10Q: 3 clusters Score -125172.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -125194.578125 Penalty: 3563.951904
	Iteration 11Q: 3 clusters Score -125194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -125201.468750 Penalty: 3563.951904
	Iteration 12Q: 3 clusters Score -125201.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -125206.054688 Penalty: 3563.951904
	Iteration 13Q: 3 clusters Score -125206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -125206.984375 Penalty: 3563.951904
	Iteration 14Q: 3 clusters Score -125207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -125206.984375 Penalty: 3563.951904
	Iteration 15F: 3 clusters Score -125207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 7781 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 117461 members 
Mstep: Class 9 contains 423 members 
Mstep: Class 11 contains 314694 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 15 contains 1511 members 
Mstep: Class 16 contains 41340 members 
Mstep: Class 17 contains 65585 members 
Mstep: Class 19 contains 48691 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4646 members 
Entering Unmasked Estep 
Score: -70748984.000000 Penalty: 56316.738281
Splitting cluster 6 changes total score from -70750048.000000 to -70748984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -106860.210938 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -106860.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -104915.750000 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -104915.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -105349.515625 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -105349.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -105594.117188 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -105594.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -105802.234375 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -105802.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -106123.929688 Penalty: 3482.014648
	Iteration 4F: 3 clusters Score -106123.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -106318.382812 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -106318.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -106398.546875 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -106398.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -106514.898438 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -106514.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106834.289062 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -106834.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -107264.679688 Penalty: 3482.014648
	Iteration 9F: 3 clusters Score -107264.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -107445.585938 Penalty: 3482.014648
	Iteration 10F: 3 clusters Score -107445.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -107588.773438 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -107588.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -107678.968750 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -107679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -107726.921875 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -107726.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -107754.929688 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -107754.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -107771.039062 Penalty: 3482.014648
	Iteration 15Q: 3 clusters Score -107771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -107793.531250 Penalty: 3482.014648
	Iteration 16Q: 3 clusters Score -107793.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107831.750000 Penalty: 3482.014648
	Iteration 17Q: 3 clusters Score -107831.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -107870.484375 Penalty: 3482.014648
	Iteration 18Q: 3 clusters Score -107870.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -107895.437500 Penalty: 3482.014648
	Iteration 19Q: 3 clusters Score -107895.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -107917.937500 Penalty: 3482.014648
	Iteration 20F: 3 clusters Score -107917.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -107939.945312 Penalty: 3482.014648
	Iteration 21Q: 3 clusters Score -107939.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -107949.914062 Penalty: 3482.014648
	Iteration 22Q: 3 clusters Score -107949.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -107963.789062 Penalty: 3482.014648
	Iteration 23Q: 3 clusters Score -107963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -107966.460938 Penalty: 3482.014648
	Iteration 24Q: 3 clusters Score -107966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -107966.460938 Penalty: 3482.014648
	Iteration 25F: 3 clusters Score -107966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 7781 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 117461 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 11 contains 314694 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 15 contains 1511 members 
Mstep: Class 16 contains 41340 members 
Mstep: Class 17 contains 65585 members 
Mstep: Class 19 contains 48691 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4646 members 
Entering Unmasked Estep 
Score: -70749600.000000 Penalty: 56316.738281
Splitting cluster 7 changes total score from -70750048.000000 to -70749600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (117461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117461 members 
Entering Unmasked Estep 
Score: -13353708.000000 Penalty: 2895.117676
	Iteration 0F: 2 clusters Score -1.335371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -13275467.000000 Penalty: 5790.235352
	Iteration 0F: 3 clusters Score -1.327547e+07 nChanged 56197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -13308505.000000 Penalty: 5790.235352
	Iteration 1F: 3 clusters Score -1.33085e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -13309864.000000 Penalty: 5790.235352
	Iteration 2Q: 3 clusters Score -1.330986e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -13311798.000000 Penalty: 5790.235352
	Iteration 3Q: 3 clusters Score -1.33118e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -13314457.000000 Penalty: 5790.235352
	Iteration 4Q: 3 clusters Score -1.331446e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70539 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -13317822.000000 Penalty: 5790.235352
	Iteration 5F: 3 clusters Score -1.331782e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -13321791.000000 Penalty: 5790.235352
	Iteration 6F: 3 clusters Score -1.332179e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -13326585.000000 Penalty: 5790.235352
	Iteration 7F: 3 clusters Score -1.332658e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -13331791.000000 Penalty: 5790.235352
	Iteration 8F: 3 clusters Score -1.333179e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -13336839.000000 Penalty: 5790.235352
	Iteration 9F: 3 clusters Score -1.333684e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -13341041.000000 Penalty: 5790.235352
	Iteration 10Q: 3 clusters Score -1.334104e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -13344040.000000 Penalty: 5790.235352
	Iteration 11Q: 3 clusters Score -1.334404e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -13346426.000000 Penalty: 5790.235352
	Iteration 12Q: 3 clusters Score -1.334643e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99256 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -13348112.000000 Penalty: 5790.235352
	Iteration 13Q: 3 clusters Score -1.334811e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100370 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -13349550.000000 Penalty: 5790.235352
	Iteration 14Q: 3 clusters Score -1.334955e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101195 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -13350545.000000 Penalty: 5790.235352
	Iteration 15Q: 3 clusters Score -1.335054e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -13351252.000000 Penalty: 5790.235352
	Iteration 16Q: 3 clusters Score -1.335125e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102136 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -13351659.000000 Penalty: 5790.235352
	Iteration 17Q: 3 clusters Score -1.335166e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102382 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -13351881.000000 Penalty: 5790.235352
	Iteration 18Q: 3 clusters Score -1.335188e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -13352074.000000 Penalty: 5790.235352
	Iteration 19Q: 3 clusters Score -1.335207e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102695 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -13352172.000000 Penalty: 5790.235352
	Iteration 20F: 3 clusters Score -1.335217e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -13352289.000000 Penalty: 5790.235352
	Iteration 21Q: 3 clusters Score -1.335229e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102910 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -13352322.000000 Penalty: 5790.235352
	Iteration 22Q: 3 clusters Score -1.335232e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103017 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -13352389.000000 Penalty: 5790.235352
	Iteration 23Q: 3 clusters Score -1.335239e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103123 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -13352421.000000 Penalty: 5790.235352
	Iteration 24Q: 3 clusters Score -1.335242e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103205 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -13352461.000000 Penalty: 5790.235352
	Iteration 25Q: 3 clusters Score -1.335246e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -13352512.000000 Penalty: 5790.235352
	Iteration 26Q: 3 clusters Score -1.335251e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103325 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -13352502.000000 Penalty: 5790.235352
	Iteration 27Q: 3 clusters Score -1.33525e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103383 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -13352488.000000 Penalty: 5790.235352
	Iteration 28Q: 3 clusters Score -1.335249e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103437 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -13352501.000000 Penalty: 5790.235352
	Iteration 29Q: 3 clusters Score -1.33525e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -13352496.000000 Penalty: 5790.235352
	Iteration 30Q: 3 clusters Score -1.33525e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -13352504.000000 Penalty: 5790.235352
	Iteration 31Q: 3 clusters Score -1.33525e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103557 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -13352496.000000 Penalty: 5790.235352
	Iteration 32Q: 3 clusters Score -1.33525e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -13352513.000000 Penalty: 5790.235352
	Iteration 33Q: 3 clusters Score -1.335251e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103619 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -13352510.000000 Penalty: 5790.235352
	Iteration 34Q: 3 clusters Score -1.335251e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103647 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -13352519.000000 Penalty: 5790.235352
	Iteration 35Q: 3 clusters Score -1.335252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103663 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -13352523.000000 Penalty: 5790.235352
	Iteration 36Q: 3 clusters Score -1.335252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103679 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -13352503.000000 Penalty: 5790.235352
	Iteration 37Q: 3 clusters Score -1.33525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -13352520.000000 Penalty: 5790.235352
	Iteration 38Q: 3 clusters Score -1.335252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103708 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -13352506.000000 Penalty: 5790.235352
	Iteration 39Q: 3 clusters Score -1.335251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103721 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -13352498.000000 Penalty: 5790.235352
	Iteration 40F: 3 clusters Score -1.33525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103729 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -13352492.000000 Penalty: 5790.235352
	Iteration 41Q: 3 clusters Score -1.335249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103738 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -13352496.000000 Penalty: 5790.235352
	Iteration 42Q: 3 clusters Score -1.33525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -13352501.000000 Penalty: 5790.235352
	Iteration 43Q: 3 clusters Score -1.33525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103760 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -13352498.000000 Penalty: 5790.235352
	Iteration 44Q: 3 clusters Score -1.33525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -13352498.000000 Penalty: 5790.235352
	Iteration 45Q: 3 clusters Score -1.33525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103773 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -13352492.000000 Penalty: 5790.235352
	Iteration 46Q: 3 clusters Score -1.335249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103779 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -13352489.000000 Penalty: 5790.235352
	Iteration 47Q: 3 clusters Score -1.335249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103788 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -13352492.000000 Penalty: 5790.235352
	Iteration 48Q: 3 clusters Score -1.335249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -13352491.000000 Penalty: 5790.235352
	Iteration 49Q: 3 clusters Score -1.335249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103806 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -13352497.000000 Penalty: 5790.235352
	Iteration 50Q: 3 clusters Score -1.33525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103817 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -13352501.000000 Penalty: 5790.235352
	Iteration 51Q: 3 clusters Score -1.33525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103826 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -13352506.000000 Penalty: 5790.235352
	Iteration 52Q: 3 clusters Score -1.335251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -13352506.000000 Penalty: 5790.235352
	Iteration 53Q: 3 clusters Score -1.335251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103844 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -13352502.000000 Penalty: 5790.235352
	Iteration 54Q: 3 clusters Score -1.33525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103853 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -13352510.000000 Penalty: 5790.235352
	Iteration 55Q: 3 clusters Score -1.335251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -13352518.000000 Penalty: 5790.235352
	Iteration 56Q: 3 clusters Score -1.335252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -13352513.000000 Penalty: 5790.235352
	Iteration 57Q: 3 clusters Score -1.335251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103867 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -13352525.000000 Penalty: 5790.235352
	Iteration 58Q: 3 clusters Score -1.335252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -13352536.000000 Penalty: 5790.235352
	Iteration 59Q: 3 clusters Score -1.335254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103886 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -13352531.000000 Penalty: 5790.235352
	Iteration 60F: 3 clusters Score -1.335253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -13352530.000000 Penalty: 5790.235352
	Iteration 61Q: 3 clusters Score -1.335253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103905 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -13352530.000000 Penalty: 5790.235352
	Iteration 62Q: 3 clusters Score -1.335253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -13352532.000000 Penalty: 5790.235352
	Iteration 63Q: 3 clusters Score -1.335253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103928 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -13352536.000000 Penalty: 5790.235352
	Iteration 64Q: 3 clusters Score -1.335254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103939 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -13352525.000000 Penalty: 5790.235352
	Iteration 65Q: 3 clusters Score -1.335252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103945 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -13352525.000000 Penalty: 5790.235352
	Iteration 66Q: 3 clusters Score -1.335252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103953 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -13352517.000000 Penalty: 5790.235352
	Iteration 67Q: 3 clusters Score -1.335252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -13352509.000000 Penalty: 5790.235352
	Iteration 68Q: 3 clusters Score -1.335251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -13352519.000000 Penalty: 5790.235352
	Iteration 69Q: 3 clusters Score -1.335252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -13352525.000000 Penalty: 5790.235352
	Iteration 70Q: 3 clusters Score -1.335252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103976 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -13352520.000000 Penalty: 5790.235352
	Iteration 71Q: 3 clusters Score -1.335252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -13352519.000000 Penalty: 5790.235352
	Iteration 72Q: 3 clusters Score -1.335252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103987 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -13352507.000000 Penalty: 5790.235352
	Iteration 73Q: 3 clusters Score -1.335251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103992 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -13352496.000000 Penalty: 5790.235352
	Iteration 74Q: 3 clusters Score -1.33525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103995 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -13352492.000000 Penalty: 5790.235352
	Iteration 75Q: 3 clusters Score -1.335249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103995 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -13352492.000000 Penalty: 5790.235352
	Iteration 76F: 3 clusters Score -1.335249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (314694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314694 members 
Entering Unmasked Estep 
Score: -35695444.000000 Penalty: 3139.520264
	Iteration 0F: 2 clusters Score -3.569544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157513 members 
Mstep: Class 2 contains 157181 members 
Entering Unmasked Estep 
Score: -35506372.000000 Penalty: 6279.040527
	Iteration 0F: 3 clusters Score -3.550637e+07 nChanged 152538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160793 members 
Mstep: Class 2 contains 153901 members 
Entering Unmasked Estep 
Score: -35596392.000000 Penalty: 6279.040527
	Iteration 1F: 3 clusters Score -3.559639e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 151057 members 
Entering Unmasked Estep 
Score: -35597840.000000 Penalty: 6279.040527
	Iteration 2Q: 3 clusters Score -3.559784e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167797 members 
Mstep: Class 2 contains 146897 members 
Entering Unmasked Estep 
Score: -35599548.000000 Penalty: 6279.040527
	Iteration 3Q: 3 clusters Score -3.559955e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174090 members 
Mstep: Class 2 contains 140604 members 
Entering Unmasked Estep 
Score: -35602012.000000 Penalty: 6279.040527
	Iteration 4Q: 3 clusters Score -3.560201e+07 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183212 members 
Mstep: Class 2 contains 131482 members 
Entering Unmasked Estep 
Score: -35606488.000000 Penalty: 6279.040527
	Iteration 5Q: 3 clusters Score -3.560649e+07 nChanged 15667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196037 members 
Mstep: Class 2 contains 118657 members 
Entering Unmasked Estep 
Score: -35613040.000000 Penalty: 6279.040527
	Iteration 6Q: 3 clusters Score -3.561304e+07 nChanged 18686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212527 members 
Mstep: Class 2 contains 102167 members 
Entering Unmasked Estep 
Score: -35621964.000000 Penalty: 6279.040527
	Iteration 7F: 3 clusters Score -3.562196e+07 nChanged 20594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231421 members 
Mstep: Class 2 contains 83273 members 
Entering Unmasked Estep 
Score: -35633240.000000 Penalty: 6279.040527
	Iteration 8F: 3 clusters Score -3.563324e+07 nChanged 20333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250592 members 
Mstep: Class 2 contains 64102 members 
Entering Unmasked Estep 
Score: -35645320.000000 Penalty: 6279.040527
	Iteration 9F: 3 clusters Score -3.564532e+07 nChanged 17652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267414 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -35656368.000000 Penalty: 6279.040527
	Iteration 10F: 3 clusters Score -3.565637e+07 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280036 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -35666432.000000 Penalty: 6279.040527
	Iteration 11Q: 3 clusters Score -3.566643e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287930 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -35673796.000000 Penalty: 6279.040527
	Iteration 12Q: 3 clusters Score -3.56738e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292605 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -35678456.000000 Penalty: 6279.040527
	Iteration 13Q: 3 clusters Score -3.567846e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295564 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -35681148.000000 Penalty: 6279.040527
	Iteration 14Q: 3 clusters Score -3.568115e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297918 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -35682932.000000 Penalty: 6279.040527
	Iteration 15Q: 3 clusters Score -3.568293e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300012 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -35684440.000000 Penalty: 6279.040527
	Iteration 16Q: 3 clusters Score -3.568444e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301801 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -35685516.000000 Penalty: 6279.040527
	Iteration 17Q: 3 clusters Score -3.568552e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303406 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -35686520.000000 Penalty: 6279.040527
	Iteration 18Q: 3 clusters Score -3.568652e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304746 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -35687620.000000 Penalty: 6279.040527
	Iteration 19Q: 3 clusters Score -3.568762e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305901 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -35688320.000000 Penalty: 6279.040527
	Iteration 20F: 3 clusters Score -3.568832e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306940 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -35688988.000000 Penalty: 6279.040527
	Iteration 21Q: 3 clusters Score -3.568899e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307795 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -35689492.000000 Penalty: 6279.040527
	Iteration 22Q: 3 clusters Score -3.568949e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308494 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -35690052.000000 Penalty: 6279.040527
	Iteration 23Q: 3 clusters Score -3.569005e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309079 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -35690544.000000 Penalty: 6279.040527
	Iteration 24Q: 3 clusters Score -3.569054e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309598 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -35690812.000000 Penalty: 6279.040527
	Iteration 25Q: 3 clusters Score -3.569081e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310012 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -35691020.000000 Penalty: 6279.040527
	Iteration 26Q: 3 clusters Score -3.569102e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310380 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -35691288.000000 Penalty: 6279.040527
	Iteration 27Q: 3 clusters Score -3.569129e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310679 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -35691512.000000 Penalty: 6279.040527
	Iteration 28Q: 3 clusters Score -3.569151e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310895 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -35691684.000000 Penalty: 6279.040527
	Iteration 29Q: 3 clusters Score -3.569168e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311074 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -35691772.000000 Penalty: 6279.040527
	Iteration 30Q: 3 clusters Score -3.569177e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311237 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -35691916.000000 Penalty: 6279.040527
	Iteration 31Q: 3 clusters Score -3.569192e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311375 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -35692088.000000 Penalty: 6279.040527
	Iteration 32Q: 3 clusters Score -3.569209e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311505 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -35692124.000000 Penalty: 6279.040527
	Iteration 33Q: 3 clusters Score -3.569212e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311606 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -35692196.000000 Penalty: 6279.040527
	Iteration 34Q: 3 clusters Score -3.56922e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311679 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -35692256.000000 Penalty: 6279.040527
	Iteration 35Q: 3 clusters Score -3.569226e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311762 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -35692368.000000 Penalty: 6279.040527
	Iteration 36Q: 3 clusters Score -3.569237e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311830 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -35692452.000000 Penalty: 6279.040527
	Iteration 37Q: 3 clusters Score -3.569245e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311880 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -35692432.000000 Penalty: 6279.040527
	Iteration 38Q: 3 clusters Score -3.569243e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311949 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -35692488.000000 Penalty: 6279.040527
	Iteration 39Q: 3 clusters Score -3.569249e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312004 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -35692500.000000 Penalty: 6279.040527
	Iteration 40F: 3 clusters Score -3.56925e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312041 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -35692576.000000 Penalty: 6279.040527
	Iteration 41Q: 3 clusters Score -3.569258e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312077 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -35692584.000000 Penalty: 6279.040527
	Iteration 42Q: 3 clusters Score -3.569258e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312104 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -35692628.000000 Penalty: 6279.040527
	Iteration 43Q: 3 clusters Score -3.569263e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312131 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -35692636.000000 Penalty: 6279.040527
	Iteration 44Q: 3 clusters Score -3.569264e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312170 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -35692648.000000 Penalty: 6279.040527
	Iteration 45Q: 3 clusters Score -3.569265e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312205 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -35692680.000000 Penalty: 6279.040527
	Iteration 46Q: 3 clusters Score -3.569268e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312234 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -35692720.000000 Penalty: 6279.040527
	Iteration 47Q: 3 clusters Score -3.569272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312254 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -35692704.000000 Penalty: 6279.040527
	Iteration 48Q: 3 clusters Score -3.56927e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312275 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -35692688.000000 Penalty: 6279.040527
	Iteration 49Q: 3 clusters Score -3.569269e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312298 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -35692716.000000 Penalty: 6279.040527
	Iteration 50Q: 3 clusters Score -3.569272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312315 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -35692748.000000 Penalty: 6279.040527
	Iteration 51Q: 3 clusters Score -3.569275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312328 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -35692760.000000 Penalty: 6279.040527
	Iteration 52Q: 3 clusters Score -3.569276e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312346 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -35692756.000000 Penalty: 6279.040527
	Iteration 53Q: 3 clusters Score -3.569276e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312368 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -35692736.000000 Penalty: 6279.040527
	Iteration 54Q: 3 clusters Score -3.569274e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312383 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -35692740.000000 Penalty: 6279.040527
	Iteration 55Q: 3 clusters Score -3.569274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312404 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -35692764.000000 Penalty: 6279.040527
	Iteration 56Q: 3 clusters Score -3.569276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312411 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -35692788.000000 Penalty: 6279.040527
	Iteration 57Q: 3 clusters Score -3.569279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312419 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -35692792.000000 Penalty: 6279.040527
	Iteration 58Q: 3 clusters Score -3.569279e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312435 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -35692768.000000 Penalty: 6279.040527
	Iteration 59Q: 3 clusters Score -3.569277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312447 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -35692752.000000 Penalty: 6279.040527
	Iteration 60F: 3 clusters Score -3.569275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312458 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -35692740.000000 Penalty: 6279.040527
	Iteration 61Q: 3 clusters Score -3.569274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312464 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -35692760.000000 Penalty: 6279.040527
	Iteration 62Q: 3 clusters Score -3.569276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312469 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -35692756.000000 Penalty: 6279.040527
	Iteration 63Q: 3 clusters Score -3.569276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312474 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -35692732.000000 Penalty: 6279.040527
	Iteration 64Q: 3 clusters Score -3.569273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312471 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -35692744.000000 Penalty: 6279.040527
	Iteration 65Q: 3 clusters Score -3.569274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312468 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -35692744.000000 Penalty: 6279.040527
	Iteration 66Q: 3 clusters Score -3.569274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312465 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -35692736.000000 Penalty: 6279.040527
	Iteration 67Q: 3 clusters Score -3.569274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312464 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -35692736.000000 Penalty: 6279.040527
	Iteration 68Q: 3 clusters Score -3.569274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312464 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -35692736.000000 Penalty: 6279.040527
	Iteration 69F: 3 clusters Score -3.569274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -112041.156250 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -112041.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -110042.695312 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -110042.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110310.000000 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -110310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -110397.132812 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -110397.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -110438.742188 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -110438.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -110449.187500 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -110449.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -110458.539062 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -110458.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -110463.421875 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -110463.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110466.812500 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -110466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110467.554688 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -110467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110467.554688 Penalty: 3447.604004
	Iteration 9F: 3 clusters Score -110467.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -160792.093750 Penalty: 1815.490723
	Iteration 0F: 2 clusters Score -160792.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -158610.937500 Penalty: 3630.981445
	Iteration 0F: 3 clusters Score -158610.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -159382.484375 Penalty: 3630.981445
	Iteration 1F: 3 clusters Score -159382.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -159950.171875 Penalty: 3630.981445
	Iteration 2F: 3 clusters Score -159950.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -160515.921875 Penalty: 3630.981445
	Iteration 3F: 3 clusters Score -160515.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -160920.000000 Penalty: 3630.981445
	Iteration 4F: 3 clusters Score -160920 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -161162.312500 Penalty: 3630.981445
	Iteration 5F: 3 clusters Score -161162.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -161334.968750 Penalty: 3630.981445
	Iteration 6Q: 3 clusters Score -161335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -161504.921875 Penalty: 3630.981445
	Iteration 7Q: 3 clusters Score -161504.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -161803.078125 Penalty: 3630.981445
	Iteration 8Q: 3 clusters Score -161803.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -162049.906250 Penalty: 3630.981445
	Iteration 9Q: 3 clusters Score -162049.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -162223.375000 Penalty: 3630.981445
	Iteration 10Q: 3 clusters Score -162223.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -162301.609375 Penalty: 3630.981445
	Iteration 11Q: 3 clusters Score -162301.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -162338.906250 Penalty: 3630.981445
	Iteration 12Q: 3 clusters Score -162338.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -162365.812500 Penalty: 3630.981445
	Iteration 13Q: 3 clusters Score -162365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -162385.421875 Penalty: 3630.981445
	Iteration 14Q: 3 clusters Score -162385.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -162403.359375 Penalty: 3630.981445
	Iteration 15Q: 3 clusters Score -162403.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -162429.671875 Penalty: 3630.981445
	Iteration 16Q: 3 clusters Score -162429.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -162445.984375 Penalty: 3630.981445
	Iteration 17Q: 3 clusters Score -162446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -162461.468750 Penalty: 3630.981445
	Iteration 18Q: 3 clusters Score -162461.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -162461.468750 Penalty: 3630.981445
	Iteration 19F: 3 clusters Score -162461.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 7781 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 117461 members 
Mstep: Class 9 contains 1239 members 
Mstep: Class 11 contains 314694 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 41340 members 
Mstep: Class 17 contains 65585 members 
Mstep: Class 19 contains 48691 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4646 members 
Entering Unmasked Estep 
Score: -70750216.000000 Penalty: 56316.738281
Splitting cluster 15 changes total score from -70750048.000000 to -70750216.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 16 (41340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Entering Unmasked Estep 
Score: -4618829.500000 Penalty: 2636.137451
	Iteration 0F: 2 clusters Score -4618830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -4590956.000000 Penalty: 5272.274902
	Iteration 0F: 3 clusters Score -4590956 nChanged 18872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -4601292.000000 Penalty: 5272.274902
	Iteration 1F: 3 clusters Score -4601292 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4601843.000000 Penalty: 5272.274902
	Iteration 2Q: 3 clusters Score -4601843 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -4602403.500000 Penalty: 5272.274902
	Iteration 3Q: 3 clusters Score -4602404 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -4602921.500000 Penalty: 5272.274902
	Iteration 4Q: 3 clusters Score -4602922 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -4603451.000000 Penalty: 5272.274902
	Iteration 5Q: 3 clusters Score -4603451 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -4603957.500000 Penalty: 5272.274902
	Iteration 6Q: 3 clusters Score -4603958 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -4604517.500000 Penalty: 5272.274902
	Iteration 7Q: 3 clusters Score -4604518 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -4605144.000000 Penalty: 5272.274902
	Iteration 8Q: 3 clusters Score -4605144 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -4605874.500000 Penalty: 5272.274902
	Iteration 9Q: 3 clusters Score -4605874 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -4606841.000000 Penalty: 5272.274902
	Iteration 10Q: 3 clusters Score -4606841 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -4608085.000000 Penalty: 5272.274902
	Iteration 11Q: 3 clusters Score -4608085 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -4609399.000000 Penalty: 5272.274902
	Iteration 12Q: 3 clusters Score -4609399 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -4610722.500000 Penalty: 5272.274902
	Iteration 13Q: 3 clusters Score -4610722 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -4611780.500000 Penalty: 5272.274902
	Iteration 14Q: 3 clusters Score -4611780 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -4612665.500000 Penalty: 5272.274902
	Iteration 15Q: 3 clusters Score -4612666 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -4613386.000000 Penalty: 5272.274902
	Iteration 16Q: 3 clusters Score -4613386 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -4614001.500000 Penalty: 5272.274902
	Iteration 17Q: 3 clusters Score -4614002 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -4614530.000000 Penalty: 5272.274902
	Iteration 18Q: 3 clusters Score -4614530 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -4614992.000000 Penalty: 5272.274902
	Iteration 19Q: 3 clusters Score -4614992 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4615379.500000 Penalty: 5272.274902
	Iteration 20F: 3 clusters Score -4615380 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -4615694.500000 Penalty: 5272.274902
	Iteration 21Q: 3 clusters Score -4615694 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4615895.500000 Penalty: 5272.274902
	Iteration 22Q: 3 clusters Score -4615896 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4616078.500000 Penalty: 5272.274902
	Iteration 23Q: 3 clusters Score -4616078 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4616226.000000 Penalty: 5272.274902
	Iteration 24Q: 3 clusters Score -4616226 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4616296.500000 Penalty: 5272.274902
	Iteration 25Q: 3 clusters Score -4616296 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4616382.000000 Penalty: 5272.274902
	Iteration 26Q: 3 clusters Score -4616382 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4616429.500000 Penalty: 5272.274902
	Iteration 27Q: 3 clusters Score -4616430 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4616470.500000 Penalty: 5272.274902
	Iteration 28Q: 3 clusters Score -4616470 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4616526.500000 Penalty: 5272.274902
	Iteration 29Q: 3 clusters Score -4616526 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4616564.500000 Penalty: 5272.274902
	Iteration 30Q: 3 clusters Score -4616564 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4616599.000000 Penalty: 5272.274902
	Iteration 31Q: 3 clusters Score -4616599 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4616610.500000 Penalty: 5272.274902
	Iteration 32Q: 3 clusters Score -4616610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4616638.000000 Penalty: 5272.274902
	Iteration 33Q: 3 clusters Score -4616638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4616641.500000 Penalty: 5272.274902
	Iteration 34Q: 3 clusters Score -4616642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4616643.000000 Penalty: 5272.274902
	Iteration 35Q: 3 clusters Score -4616643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4616655.000000 Penalty: 5272.274902
	Iteration 36Q: 3 clusters Score -4616655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4616655.500000 Penalty: 5272.274902
	Iteration 37Q: 3 clusters Score -4616656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4616670.000000 Penalty: 5272.274902
	Iteration 38Q: 3 clusters Score -4616670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4616675.000000 Penalty: 5272.274902
	Iteration 39Q: 3 clusters Score -4616675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4616683.000000 Penalty: 5272.274902
	Iteration 40F: 3 clusters Score -4616683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4616690.000000 Penalty: 5272.274902
	Iteration 41Q: 3 clusters Score -4616690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4616687.500000 Penalty: 5272.274902
	Iteration 42Q: 3 clusters Score -4616688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4616695.500000 Penalty: 5272.274902
	Iteration 43Q: 3 clusters Score -4616696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4616695.500000 Penalty: 5272.274902
	Iteration 44Q: 3 clusters Score -4616696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4616695.500000 Penalty: 5272.274902
	Iteration 45Q: 3 clusters Score -4616696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4616701.500000 Penalty: 5272.274902
	Iteration 46Q: 3 clusters Score -4616702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4616699.000000 Penalty: 5272.274902
	Iteration 47Q: 3 clusters Score -4616699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4616701.500000 Penalty: 5272.274902
	Iteration 48Q: 3 clusters Score -4616702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4616697.000000 Penalty: 5272.274902
	Iteration 49Q: 3 clusters Score -4616697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4616689.500000 Penalty: 5272.274902
	Iteration 50Q: 3 clusters Score -4616690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4616696.000000 Penalty: 5272.274902
	Iteration 51Q: 3 clusters Score -4616696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4616697.500000 Penalty: 5272.274902
	Iteration 52Q: 3 clusters Score -4616698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4616698.500000 Penalty: 5272.274902
	Iteration 53Q: 3 clusters Score -4616698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4616701.000000 Penalty: 5272.274902
	Iteration 54Q: 3 clusters Score -4616701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4616707.000000 Penalty: 5272.274902
	Iteration 55Q: 3 clusters Score -4616707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4616699.000000 Penalty: 5272.274902
	Iteration 56Q: 3 clusters Score -4616699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4616707.000000 Penalty: 5272.274902
	Iteration 57Q: 3 clusters Score -4616707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4616709.000000 Penalty: 5272.274902
	Iteration 58Q: 3 clusters Score -4616709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4616711.500000 Penalty: 5272.274902
	Iteration 59Q: 3 clusters Score -4616712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4616708.000000 Penalty: 5272.274902
	Iteration 60F: 3 clusters Score -4616708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4616710.500000 Penalty: 5272.274902
	Iteration 61Q: 3 clusters Score -4616710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4616707.500000 Penalty: 5272.274902
	Iteration 62Q: 3 clusters Score -4616708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4616712.500000 Penalty: 5272.274902
	Iteration 63Q: 3 clusters Score -4616712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4616719.000000 Penalty: 5272.274902
	Iteration 64Q: 3 clusters Score -4616719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4616720.500000 Penalty: 5272.274902
	Iteration 65Q: 3 clusters Score -4616720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4616724.000000 Penalty: 5272.274902
	Iteration 66Q: 3 clusters Score -4616724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4616723.000000 Penalty: 5272.274902
	Iteration 67Q: 3 clusters Score -4616723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4616723.000000 Penalty: 5272.274902
	Iteration 68Q: 3 clusters Score -4616723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4616723.000000 Penalty: 5272.274902
	Iteration 69F: 3 clusters Score -4616723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Entering Unmasked Estep 
Score: -7485291.000000 Penalty: 2750.593506
	Iteration 0F: 2 clusters Score -7485291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -7441511.000000 Penalty: 5501.187012
	Iteration 0F: 3 clusters Score -7441511 nChanged 30479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -7458903.500000 Penalty: 5501.187012
	Iteration 1F: 3 clusters Score -7458904 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -7459878.000000 Penalty: 5501.187012
	Iteration 2Q: 3 clusters Score -7459878 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -7460997.500000 Penalty: 5501.187012
	Iteration 3Q: 3 clusters Score -7460998 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -7462399.000000 Penalty: 5501.187012
	Iteration 4Q: 3 clusters Score -7462399 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -7464173.500000 Penalty: 5501.187012
	Iteration 5F: 3 clusters Score -7464174 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -7466534.000000 Penalty: 5501.187012
	Iteration 6F: 3 clusters Score -7466534 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -7469141.000000 Penalty: 5501.187012
	Iteration 7F: 3 clusters Score -7469141 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -7471872.500000 Penalty: 5501.187012
	Iteration 8F: 3 clusters Score -7471872 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -7474155.500000 Penalty: 5501.187012
	Iteration 9F: 3 clusters Score -7474156 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -7475808.000000 Penalty: 5501.187012
	Iteration 10Q: 3 clusters Score -7475808 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -7476669.000000 Penalty: 5501.187012
	Iteration 11Q: 3 clusters Score -7476669 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -7477290.000000 Penalty: 5501.187012
	Iteration 12Q: 3 clusters Score -7477290 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -7477704.000000 Penalty: 5501.187012
	Iteration 13Q: 3 clusters Score -7477704 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -7478039.500000 Penalty: 5501.187012
	Iteration 14Q: 3 clusters Score -7478040 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -7478390.500000 Penalty: 5501.187012
	Iteration 15Q: 3 clusters Score -7478390 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -7478787.500000 Penalty: 5501.187012
	Iteration 16Q: 3 clusters Score -7478788 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -7479240.000000 Penalty: 5501.187012
	Iteration 17Q: 3 clusters Score -7479240 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -7479773.000000 Penalty: 5501.187012
	Iteration 18Q: 3 clusters Score -7479773 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -7480313.500000 Penalty: 5501.187012
	Iteration 19Q: 3 clusters Score -7480314 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -7480835.500000 Penalty: 5501.187012
	Iteration 20F: 3 clusters Score -7480836 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -7481284.500000 Penalty: 5501.187012
	Iteration 21Q: 3 clusters Score -7481284 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -7481545.000000 Penalty: 5501.187012
	Iteration 22Q: 3 clusters Score -7481545 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -7481763.500000 Penalty: 5501.187012
	Iteration 23Q: 3 clusters Score -7481764 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -7481930.000000 Penalty: 5501.187012
	Iteration 24Q: 3 clusters Score -7481930 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -7482006.000000 Penalty: 5501.187012
	Iteration 25Q: 3 clusters Score -7482006 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -7482084.000000 Penalty: 5501.187012
	Iteration 26Q: 3 clusters Score -7482084 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -7482125.500000 Penalty: 5501.187012
	Iteration 27Q: 3 clusters Score -7482126 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -7482190.000000 Penalty: 5501.187012
	Iteration 28Q: 3 clusters Score -7482190 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 55235 members 
Entering Unmasked Estep 
Score: -7482221.500000 Penalty: 5501.187012
	Iteration 29Q: 3 clusters Score -7482222 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -7482275.500000 Penalty: 5501.187012
	Iteration 30Q: 3 clusters Score -7482276 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -7482320.000000 Penalty: 5501.187012
	Iteration 31Q: 3 clusters Score -7482320 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -7482335.500000 Penalty: 5501.187012
	Iteration 32Q: 3 clusters Score -7482336 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -7482370.500000 Penalty: 5501.187012
	Iteration 33Q: 3 clusters Score -7482370 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -7482368.500000 Penalty: 5501.187012
	Iteration 34Q: 3 clusters Score -7482368 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -7482372.500000 Penalty: 5501.187012
	Iteration 35Q: 3 clusters Score -7482372 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -7482364.500000 Penalty: 5501.187012
	Iteration 36Q: 3 clusters Score -7482364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -7482382.000000 Penalty: 5501.187012
	Iteration 37Q: 3 clusters Score -7482382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -7482384.000000 Penalty: 5501.187012
	Iteration 38Q: 3 clusters Score -7482384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -7482381.500000 Penalty: 5501.187012
	Iteration 39Q: 3 clusters Score -7482382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -7482385.000000 Penalty: 5501.187012
	Iteration 40F: 3 clusters Score -7482385 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -7482398.000000 Penalty: 5501.187012
	Iteration 41Q: 3 clusters Score -7482398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -7482405.000000 Penalty: 5501.187012
	Iteration 42Q: 3 clusters Score -7482405 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -7482401.500000 Penalty: 5501.187012
	Iteration 43Q: 3 clusters Score -7482402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -7482392.000000 Penalty: 5501.187012
	Iteration 44Q: 3 clusters Score -7482392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -7482389.000000 Penalty: 5501.187012
	Iteration 45Q: 3 clusters Score -7482389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -7482399.000000 Penalty: 5501.187012
	Iteration 46Q: 3 clusters Score -7482399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -7482392.000000 Penalty: 5501.187012
	Iteration 47Q: 3 clusters Score -7482392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -7482407.500000 Penalty: 5501.187012
	Iteration 48Q: 3 clusters Score -7482408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -7482403.500000 Penalty: 5501.187012
	Iteration 49Q: 3 clusters Score -7482404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -7482394.500000 Penalty: 5501.187012
	Iteration 50Q: 3 clusters Score -7482394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -7482401.000000 Penalty: 5501.187012
	Iteration 51Q: 3 clusters Score -7482401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -7482412.500000 Penalty: 5501.187012
	Iteration 52Q: 3 clusters Score -7482412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -7482420.000000 Penalty: 5501.187012
	Iteration 53Q: 3 clusters Score -7482420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -7482410.500000 Penalty: 5501.187012
	Iteration 54Q: 3 clusters Score -7482410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -7482410.500000 Penalty: 5501.187012
	Iteration 55Q: 3 clusters Score -7482410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -7482406.500000 Penalty: 5501.187012
	Iteration 56Q: 3 clusters Score -7482406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -7482416.500000 Penalty: 5501.187012
	Iteration 57Q: 3 clusters Score -7482416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -7482423.500000 Penalty: 5501.187012
	Iteration 58Q: 3 clusters Score -7482424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -7482422.500000 Penalty: 5501.187012
	Iteration 59Q: 3 clusters Score -7482422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -7482422.000000 Penalty: 5501.187012
	Iteration 60F: 3 clusters Score -7482422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -7482425.000000 Penalty: 5501.187012
	Iteration 61Q: 3 clusters Score -7482425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -7482422.000000 Penalty: 5501.187012
	Iteration 62Q: 3 clusters Score -7482422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -7482420.500000 Penalty: 5501.187012
	Iteration 63Q: 3 clusters Score -7482420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
Score: -7482426.500000 Penalty: 5501.187012
	Iteration 64Q: 3 clusters Score -7482426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -7482423.500000 Penalty: 5501.187012
	Iteration 65Q: 3 clusters Score -7482424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -7482426.500000 Penalty: 5501.187012
	Iteration 66Q: 3 clusters Score -7482426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -7482425.000000 Penalty: 5501.187012
	Iteration 67Q: 3 clusters Score -7482425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -7482423.000000 Penalty: 5501.187012
	Iteration 68Q: 3 clusters Score -7482423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -7482427.000000 Penalty: 5501.187012
	Iteration 69Q: 3 clusters Score -7482427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -7482419.000000 Penalty: 5501.187012
	Iteration 70Q: 3 clusters Score -7482419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -7482420.500000 Penalty: 5501.187012
	Iteration 71Q: 3 clusters Score -7482420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -7482420.000000 Penalty: 5501.187012
	Iteration 72Q: 3 clusters Score -7482420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -7482422.500000 Penalty: 5501.187012
	Iteration 73Q: 3 clusters Score -7482422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -7482422.500000 Penalty: 5501.187012
	Iteration 74F: 3 clusters Score -7482422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Entering Unmasked Estep 
Score: -5577321.500000 Penalty: 2676.725830
	Iteration 0F: 2 clusters Score -5577322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -5544625.000000 Penalty: 5353.451660
	Iteration 0F: 3 clusters Score -5544625 nChanged 22434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -5557110.000000 Penalty: 5353.451660
	Iteration 1F: 3 clusters Score -5557110 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -5557680.500000 Penalty: 5353.451660
	Iteration 2Q: 3 clusters Score -5557680 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -5558168.500000 Penalty: 5353.451660
	Iteration 3Q: 3 clusters Score -5558168 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -5558780.500000 Penalty: 5353.451660
	Iteration 4Q: 3 clusters Score -5558780 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -5559621.500000 Penalty: 5353.451660
	Iteration 5Q: 3 clusters Score -5559622 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -5560991.000000 Penalty: 5353.451660
	Iteration 6F: 3 clusters Score -5560991 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -5562915.000000 Penalty: 5353.451660
	Iteration 7F: 3 clusters Score -5562915 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -5565460.500000 Penalty: 5353.451660
	Iteration 8F: 3 clusters Score -5565460 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -5568321.500000 Penalty: 5353.451660
	Iteration 9F: 3 clusters Score -5568322 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -5570882.000000 Penalty: 5353.451660
	Iteration 10F: 3 clusters Score -5570882 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -5572600.000000 Penalty: 5353.451660
	Iteration 11Q: 3 clusters Score -5572600 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -5573612.500000 Penalty: 5353.451660
	Iteration 12Q: 3 clusters Score -5573612 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -5574192.000000 Penalty: 5353.451660
	Iteration 13Q: 3 clusters Score -5574192 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -5574545.500000 Penalty: 5353.451660
	Iteration 14Q: 3 clusters Score -5574546 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -5574707.500000 Penalty: 5353.451660
	Iteration 15Q: 3 clusters Score -5574708 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -5574816.000000 Penalty: 5353.451660
	Iteration 16Q: 3 clusters Score -5574816 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -5574861.500000 Penalty: 5353.451660
	Iteration 17Q: 3 clusters Score -5574862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -5574894.500000 Penalty: 5353.451660
	Iteration 18Q: 3 clusters Score -5574894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -5574913.500000 Penalty: 5353.451660
	Iteration 19Q: 3 clusters Score -5574914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -5574940.500000 Penalty: 5353.451660
	Iteration 20F: 3 clusters Score -5574940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -5574952.000000 Penalty: 5353.451660
	Iteration 21Q: 3 clusters Score -5574952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -5574967.500000 Penalty: 5353.451660
	Iteration 22Q: 3 clusters Score -5574968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -5574976.500000 Penalty: 5353.451660
	Iteration 23Q: 3 clusters Score -5574976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -5574981.000000 Penalty: 5353.451660
	Iteration 24Q: 3 clusters Score -5574981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -5574992.000000 Penalty: 5353.451660
	Iteration 25Q: 3 clusters Score -5574992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -5574995.000000 Penalty: 5353.451660
	Iteration 26Q: 3 clusters Score -5574995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -5575004.000000 Penalty: 5353.451660
	Iteration 27Q: 3 clusters Score -5575004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -5575008.500000 Penalty: 5353.451660
	Iteration 28Q: 3 clusters Score -5575008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -5575009.500000 Penalty: 5353.451660
	Iteration 29Q: 3 clusters Score -5575010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -5575013.500000 Penalty: 5353.451660
	Iteration 30Q: 3 clusters Score -5575014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -5575014.500000 Penalty: 5353.451660
	Iteration 31Q: 3 clusters Score -5575014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -5575020.500000 Penalty: 5353.451660
	Iteration 32Q: 3 clusters Score -5575020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -5575021.500000 Penalty: 5353.451660
	Iteration 33Q: 3 clusters Score -5575022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -5575022.000000 Penalty: 5353.451660
	Iteration 34Q: 3 clusters Score -5575022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -5575022.000000 Penalty: 5353.451660
	Iteration 35F: 3 clusters Score -5575022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -113416.250000 Penalty: 1720.694580
	Iteration 0F: 2 clusters Score -113416.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -111559.789062 Penalty: 3441.389160
	Iteration 0F: 3 clusters Score -111559.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111884.875000 Penalty: 3441.389160
	Iteration 1F: 3 clusters Score -111884.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -111976.882812 Penalty: 3441.389160
	Iteration 2F: 3 clusters Score -111976.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112034.335938 Penalty: 3441.389160
	Iteration 3Q: 3 clusters Score -112034.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -112068.882812 Penalty: 3441.389160
	Iteration 4Q: 3 clusters Score -112068.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112104.015625 Penalty: 3441.389160
	Iteration 5Q: 3 clusters Score -112104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -112135.125000 Penalty: 3441.389160
	Iteration 6Q: 3 clusters Score -112135.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112182.539062 Penalty: 3441.389160
	Iteration 7Q: 3 clusters Score -112182.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -112217.140625 Penalty: 3441.389160
	Iteration 8Q: 3 clusters Score -112217.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -112241.281250 Penalty: 3441.389160
	Iteration 9Q: 3 clusters Score -112241.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -112261.906250 Penalty: 3441.389160
	Iteration 10Q: 3 clusters Score -112261.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -112275.546875 Penalty: 3441.389160
	Iteration 11Q: 3 clusters Score -112275.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -112282.281250 Penalty: 3441.389160
	Iteration 12Q: 3 clusters Score -112282.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -112286.468750 Penalty: 3441.389160
	Iteration 13Q: 3 clusters Score -112286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -112289.640625 Penalty: 3441.389160
	Iteration 14Q: 3 clusters Score -112289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -112290.453125 Penalty: 3441.389160
	Iteration 15Q: 3 clusters Score -112290.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -112290.453125 Penalty: 3441.389160
	Iteration 16F: 3 clusters Score -112290.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Entering Unmasked Estep 
Score: -508823.343750 Penalty: 2094.052979
	Iteration 0F: 2 clusters Score -508823.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -504528.875000 Penalty: 4188.105957
	Iteration 0F: 3 clusters Score -504528.9 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -505524.437500 Penalty: 4188.105957
	Iteration 1F: 3 clusters Score -505524.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -505703.687500 Penalty: 4188.105957
	Iteration 2F: 3 clusters Score -505703.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -505833.218750 Penalty: 4188.105957
	Iteration 3Q: 3 clusters Score -505833.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -505983.218750 Penalty: 4188.105957
	Iteration 4Q: 3 clusters Score -505983.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -506199.312500 Penalty: 4188.105957
	Iteration 5Q: 3 clusters Score -506199.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -506426.968750 Penalty: 4188.105957
	Iteration 6Q: 3 clusters Score -506427 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -506652.812500 Penalty: 4188.105957
	Iteration 7F: 3 clusters Score -506652.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -506816.718750 Penalty: 4188.105957
	Iteration 8Q: 3 clusters Score -506816.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -506985.218750 Penalty: 4188.105957
	Iteration 9Q: 3 clusters Score -506985.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -507142.656250 Penalty: 4188.105957
	Iteration 10Q: 3 clusters Score -507142.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -507250.000000 Penalty: 4188.105957
	Iteration 11Q: 3 clusters Score -507250 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -507317.375000 Penalty: 4188.105957
	Iteration 12Q: 3 clusters Score -507317.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -507371.937500 Penalty: 4188.105957
	Iteration 13Q: 3 clusters Score -507371.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -507406.718750 Penalty: 4188.105957
	Iteration 14Q: 3 clusters Score -507406.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -507436.437500 Penalty: 4188.105957
	Iteration 15Q: 3 clusters Score -507436.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -507461.375000 Penalty: 4188.105957
	Iteration 16Q: 3 clusters Score -507461.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -507480.750000 Penalty: 4188.105957
	Iteration 17Q: 3 clusters Score -507480.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -507488.281250 Penalty: 4188.105957
	Iteration 18Q: 3 clusters Score -507488.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -507496.843750 Penalty: 4188.105957
	Iteration 19Q: 3 clusters Score -507496.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -507505.718750 Penalty: 4188.105957
	Iteration 20F: 3 clusters Score -507505.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -507517.000000 Penalty: 4188.105957
	Iteration 21Q: 3 clusters Score -507517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -507522.687500 Penalty: 4188.105957
	Iteration 22Q: 3 clusters Score -507522.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -507527.656250 Penalty: 4188.105957
	Iteration 23Q: 3 clusters Score -507527.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -507530.187500 Penalty: 4188.105957
	Iteration 24Q: 3 clusters Score -507530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -507532.593750 Penalty: 4188.105957
	Iteration 25Q: 3 clusters Score -507532.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -507539.468750 Penalty: 4188.105957
	Iteration 26Q: 3 clusters Score -507539.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -507546.281250 Penalty: 4188.105957
	Iteration 27Q: 3 clusters Score -507546.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -507554.281250 Penalty: 4188.105957
	Iteration 28Q: 3 clusters Score -507554.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -507559.593750 Penalty: 4188.105957
	Iteration 29Q: 3 clusters Score -507559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -507563.406250 Penalty: 4188.105957
	Iteration 30Q: 3 clusters Score -507563.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -507566.156250 Penalty: 4188.105957
	Iteration 31Q: 3 clusters Score -507566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -507569.406250 Penalty: 4188.105957
	Iteration 32Q: 3 clusters Score -507569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -507570.531250 Penalty: 4188.105957
	Iteration 33Q: 3 clusters Score -507570.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -507570.031250 Penalty: 4188.105957
	Iteration 34Q: 3 clusters Score -507570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -507571.000000 Penalty: 4188.105957
	Iteration 35Q: 3 clusters Score -507571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -507573.218750 Penalty: 4188.105957
	Iteration 36Q: 3 clusters Score -507573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -507575.218750 Penalty: 4188.105957
	Iteration 37Q: 3 clusters Score -507575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -507576.218750 Penalty: 4188.105957
	Iteration 38Q: 3 clusters Score -507576.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -507578.375000 Penalty: 4188.105957
	Iteration 39Q: 3 clusters Score -507578.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -507579.093750 Penalty: 4188.105957
	Iteration 40F: 3 clusters Score -507579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -507580.500000 Penalty: 4188.105957
	Iteration 41Q: 3 clusters Score -507580.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -507580.500000 Penalty: 4188.105957
	Iteration 42F: 3 clusters Score -507580.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 7781 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 117461 members 
Mstep: Class 11 contains 314694 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 41340 members 
Mstep: Class 17 contains 65585 members 
Mstep: Class 19 contains 48691 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750472.000000 Penalty: 56316.738281
Iteration 79Q: 18 clusters Score -7.075047e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 7732 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 7706 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 117534 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 11 contains 314869 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 41358 members 
Mstep: Class 17 contains 65125 members 
Mstep: Class 19 contains 48785 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750640.000000 Penalty: 56316.738281
Iteration 80F: 18 clusters Score -7.075064e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 7682 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 7735 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 117706 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 314997 members 
Mstep: Class 13 contains 1043 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 41366 members 
Mstep: Class 17 contains 64680 members 
Mstep: Class 19 contains 48883 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750800.000000 Penalty: 56316.738281
Iteration 81Q: 18 clusters Score -7.07508e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 7643 members 
Mstep: Class 3 contains 1176 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 7756 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 117903 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 315105 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 41371 members 
Mstep: Class 17 contains 64255 members 
Mstep: Class 19 contains 48972 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750968.000000 Penalty: 56316.738281
Iteration 82Q: 18 clusters Score -7.075097e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 7596 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 7773 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 118138 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 315218 members 
Mstep: Class 13 contains 1042 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 41377 members 
Mstep: Class 17 contains 63805 members 
Mstep: Class 19 contains 49071 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750896.000000 Penalty: 56316.738281
Iteration 83Q: 18 clusters Score -7.07509e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 7550 members 
Mstep: Class 3 contains 1160 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 118363 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 315317 members 
Mstep: Class 13 contains 1042 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 41384 members 
Mstep: Class 17 contains 63370 members 
Mstep: Class 19 contains 49170 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750872.000000 Penalty: 56316.738281
Iteration 84Q: 18 clusters Score -7.075087e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 7509 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 7815 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 118577 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 315454 members 
Mstep: Class 13 contains 1043 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 41398 members 
Mstep: Class 17 contains 62930 members 
Mstep: Class 19 contains 49249 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750688.000000 Penalty: 56316.738281
Iteration 85Q: 18 clusters Score -7.075069e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 7835 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 118792 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 315541 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41415 members 
Mstep: Class 17 contains 62542 members 
Mstep: Class 19 contains 49320 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750688.000000 Penalty: 56316.738281
Iteration 86Q: 18 clusters Score -7.075069e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 7444 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 118978 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 315625 members 
Mstep: Class 13 contains 1039 members 
Mstep: Class 15 contains 573 members 
Mstep: Class 16 contains 41425 members 
Mstep: Class 17 contains 62182 members 
Mstep: Class 19 contains 49379 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750792.000000 Penalty: 56316.738281
Iteration 87Q: 18 clusters Score -7.075079e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 1561 members 
Mstep: Class 5 contains 7870 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 119149 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 315695 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 41432 members 
Mstep: Class 17 contains 61848 members 
Mstep: Class 19 contains 49443 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750856.000000 Penalty: 56316.738281
Iteration 88Q: 18 clusters Score -7.075086e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 7406 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 119338 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 315807 members 
Mstep: Class 13 contains 1043 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 41435 members 
Mstep: Class 17 contains 61489 members 
Mstep: Class 19 contains 49493 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4623 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 18 clusters Score -7.07509e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 7382 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 119491 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 315924 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 15 contains 586 members 
Mstep: Class 16 contains 41440 members 
Mstep: Class 17 contains 61173 members 
Mstep: Class 19 contains 49548 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750792.000000 Penalty: 56316.738281
Iteration 90Q: 18 clusters Score -7.075079e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 7904 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 119623 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 316059 members 
Mstep: Class 13 contains 1039 members 
Mstep: Class 15 contains 586 members 
Mstep: Class 16 contains 41444 members 
Mstep: Class 17 contains 60857 members 
Mstep: Class 19 contains 49596 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4617 members 
Entering Unmasked Estep 
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Iteration 91Q: 18 clusters Score -7.075078e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 119752 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 316170 members 
Mstep: Class 13 contains 1039 members 
Mstep: Class 15 contains 588 members 
Mstep: Class 16 contains 41452 members 
Mstep: Class 17 contains 60569 members 
Mstep: Class 19 contains 49651 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 18 clusters Score -7.07508e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 7924 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 119897 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 316288 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 15 contains 591 members 
Mstep: Class 16 contains 41456 members 
Mstep: Class 17 contains 60257 members 
Mstep: Class 19 contains 49711 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4614 members 
Entering Unmasked Estep 
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Iteration 93Q: 18 clusters Score -7.075076e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 7265 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 7929 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 120046 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 316420 members 
Mstep: Class 13 contains 1042 members 
Mstep: Class 15 contains 596 members 
Mstep: Class 16 contains 41461 members 
Mstep: Class 17 contains 59938 members 
Mstep: Class 19 contains 49765 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4613 members 
Entering Unmasked Estep 
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Iteration 94Q: 18 clusters Score -7.075075e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 7232 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 7941 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 120194 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 11 contains 316522 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 15 contains 599 members 
Mstep: Class 16 contains 41464 members 
Mstep: Class 17 contains 59628 members 
Mstep: Class 19 contains 49843 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4612 members 
Entering Unmasked Estep 
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Score: -70750760.000000 Penalty: 56316.738281
Iteration 95Q: 18 clusters Score -7.075076e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 7189 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 7947 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 120344 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 11 contains 316645 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 15 contains 600 members 
Mstep: Class 16 contains 41461 members 
Mstep: Class 17 contains 59334 members 
Mstep: Class 19 contains 49900 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4611 members 
Entering Unmasked Estep 
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Iteration 96Q: 18 clusters Score -7.075066e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 120517 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 11 contains 316779 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 15 contains 600 members 
Mstep: Class 16 contains 41473 members 
Mstep: Class 17 contains 59008 members 
Mstep: Class 19 contains 49945 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4608 members 
Entering Unmasked Estep 
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Iteration 97Q: 18 clusters Score -7.075055e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 7115 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 120703 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 11 contains 316863 members 
Mstep: Class 13 contains 1043 members 
Mstep: Class 15 contains 600 members 
Mstep: Class 16 contains 41482 members 
Mstep: Class 17 contains 58704 members 
Mstep: Class 19 contains 49998 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4604 members 
Entering Unmasked Estep 
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Iteration 98Q: 18 clusters Score -7.075062e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 7077 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 7978 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 120866 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 11 contains 316964 members 
Mstep: Class 13 contains 1043 members 
Mstep: Class 15 contains 600 members 
Mstep: Class 16 contains 41487 members 
Mstep: Class 17 contains 58418 members 
Mstep: Class 19 contains 50044 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 18 clusters Score -7.075059e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 7988 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 121036 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 11 contains 317050 members 
Mstep: Class 13 contains 1042 members 
Mstep: Class 15 contains 600 members 
Mstep: Class 16 contains 41498 members 
Mstep: Class 17 contains 58119 members 
Mstep: Class 19 contains 50108 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4595 members 
Entering Unmasked Estep 
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Iteration 100F: 18 clusters Score -7.075059e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 6989 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 8003 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 121161 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 11 contains 317139 members 
Mstep: Class 13 contains 1042 members 
Mstep: Class 15 contains 606 members 
Mstep: Class 16 contains 41516 members 
Mstep: Class 17 contains 57856 members 
Mstep: Class 19 contains 50160 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4589 members 
Entering Unmasked Estep 
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Iteration 101Q: 18 clusters Score -7.075056e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 1561 members 
Mstep: Class 5 contains 8014 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 121278 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 11 contains 317212 members 
Mstep: Class 13 contains 1043 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 41532 members 
Mstep: Class 17 contains 57603 members 
Mstep: Class 19 contains 50220 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4584 members 
Entering Unmasked Estep 
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Iteration 102Q: 18 clusters Score -7.075058e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 6930 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 8021 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 121389 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 11 contains 317289 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 41542 members 
Mstep: Class 17 contains 57365 members 
Mstep: Class 19 contains 50276 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4582 members 
Entering Unmasked Estep 
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Iteration 103Q: 18 clusters Score -7.075058e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 6893 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 8029 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 121503 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 11 contains 317337 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 15 contains 632 members 
Mstep: Class 16 contains 41559 members 
Mstep: Class 17 contains 57138 members 
Mstep: Class 19 contains 50340 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4578 members 
Entering Unmasked Estep 
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Iteration 104Q: 18 clusters Score -7.075079e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 6857 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 121626 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 317406 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 41570 members 
Mstep: Class 17 contains 56904 members 
Mstep: Class 19 contains 50397 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4576 members 
Entering Unmasked Estep 
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Iteration 105Q: 18 clusters Score -7.075089e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 6822 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 8048 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 121739 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 317468 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 41578 members 
Mstep: Class 17 contains 56680 members 
Mstep: Class 19 contains 50456 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4575 members 
Entering Unmasked Estep 
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Iteration 106Q: 18 clusters Score -7.075093e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 8062 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 121849 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 317533 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 41583 members 
Mstep: Class 17 contains 56465 members 
Mstep: Class 19 contains 50497 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4575 members 
Entering Unmasked Estep 
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Iteration 107Q: 18 clusters Score -7.075098e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 6771 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 8068 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 121934 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 317597 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 41585 members 
Mstep: Class 17 contains 56278 members 
Mstep: Class 19 contains 50538 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4575 members 
Entering Unmasked Estep 
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Iteration 108Q: 18 clusters Score -7.075091e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 8074 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122019 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 317669 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 41584 members 
Mstep: Class 17 contains 56094 members 
Mstep: Class 19 contains 50589 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4574 members 
Entering Unmasked Estep 
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Iteration 109Q: 18 clusters Score -7.075088e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 6714 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 1584 members 
Mstep: Class 5 contains 8078 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122099 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 317753 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 41584 members 
Mstep: Class 17 contains 55905 members 
Mstep: Class 19 contains 50634 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4574 members 
Entering Unmasked Estep 
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Iteration 110Q: 18 clusters Score -7.075079e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 6694 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 8085 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122184 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 317816 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 41584 members 
Mstep: Class 17 contains 55724 members 
Mstep: Class 19 contains 50674 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4574 members 
Entering Unmasked Estep 
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Iteration 111Q: 18 clusters Score -7.075068e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 6679 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 8092 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122270 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 317851 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 41585 members 
Mstep: Class 17 contains 55556 members 
Mstep: Class 19 contains 50715 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4574 members 
Entering Unmasked Estep 
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Iteration 112Q: 18 clusters Score -7.075077e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 6652 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 8094 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122360 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 317884 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 41589 members 
Mstep: Class 17 contains 55405 members 
Mstep: Class 19 contains 50767 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4574 members 
Entering Unmasked Estep 
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Iteration 113Q: 18 clusters Score -7.075073e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 6626 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 8102 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122438 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 317941 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 41590 members 
Mstep: Class 17 contains 55225 members 
Mstep: Class 19 contains 50831 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4574 members 
Entering Unmasked Estep 
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Iteration 114Q: 18 clusters Score -7.075067e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 6607 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8112 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122519 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 317988 members 
Mstep: Class 13 contains 1050 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 41594 members 
Mstep: Class 17 contains 55044 members 
Mstep: Class 19 contains 50879 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4573 members 
Entering Unmasked Estep 
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Iteration 115Q: 18 clusters Score -7.075071e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 6587 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8111 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122609 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 318039 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 41597 members 
Mstep: Class 17 contains 54871 members 
Mstep: Class 19 contains 50920 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4572 members 
Entering Unmasked Estep 
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Iteration 116Q: 18 clusters Score -7.075055e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 8109 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122704 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 318075 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 41600 members 
Mstep: Class 17 contains 54713 members 
Mstep: Class 19 contains 50967 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4571 members 
Entering Unmasked Estep 
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Iteration 117Q: 18 clusters Score -7.075051e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 6543 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 8113 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122795 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 318113 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 41603 members 
Mstep: Class 17 contains 54558 members 
Mstep: Class 19 contains 51009 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70750432.000000 Penalty: 56316.738281
Iteration 118Q: 18 clusters Score -7.075043e+07 nChanged 285
Entering ConstructFrom: 
Score: -70750432.000000 Penalty: 56316.738281
Entering ConstructFrom: 
Trying to split cluster 1 (16319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Entering Unmasked Estep 
Score: -1889831.875000 Penalty: 2405.621338
	Iteration 0F: 2 clusters Score -1889832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1878144.250000 Penalty: 4811.242676
	Iteration 0F: 3 clusters Score -1878144 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1881806.375000 Penalty: 4811.242676
	Iteration 1F: 3 clusters Score -1881806 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1882136.125000 Penalty: 4811.242676
	Iteration 2F: 3 clusters Score -1882136 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1882406.750000 Penalty: 4811.242676
	Iteration 3Q: 3 clusters Score -1882407 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1882652.250000 Penalty: 4811.242676
	Iteration 4Q: 3 clusters Score -1882652 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1882884.125000 Penalty: 4811.242676
	Iteration 5Q: 3 clusters Score -1882884 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1883166.500000 Penalty: 4811.242676
	Iteration 6Q: 3 clusters Score -1883166 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1883498.750000 Penalty: 4811.242676
	Iteration 7Q: 3 clusters Score -1883499 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1883935.000000 Penalty: 4811.242676
	Iteration 8Q: 3 clusters Score -1883935 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1884554.250000 Penalty: 4811.242676
	Iteration 9F: 3 clusters Score -1884554 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1885279.750000 Penalty: 4811.242676
	Iteration 10F: 3 clusters Score -1885280 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1886038.750000 Penalty: 4811.242676
	Iteration 11F: 3 clusters Score -1886039 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1886690.000000 Penalty: 4811.242676
	Iteration 12Q: 3 clusters Score -1886690 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1887102.875000 Penalty: 4811.242676
	Iteration 13Q: 3 clusters Score -1887103 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1887353.125000 Penalty: 4811.242676
	Iteration 14Q: 3 clusters Score -1887353 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1887485.375000 Penalty: 4811.242676
	Iteration 15Q: 3 clusters Score -1887485 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1887581.750000 Penalty: 4811.242676
	Iteration 16Q: 3 clusters Score -1887582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1887630.375000 Penalty: 4811.242676
	Iteration 17Q: 3 clusters Score -1887630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1887654.500000 Penalty: 4811.242676
	Iteration 18Q: 3 clusters Score -1887654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1887667.750000 Penalty: 4811.242676
	Iteration 19Q: 3 clusters Score -1887668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1887677.875000 Penalty: 4811.242676
	Iteration 20F: 3 clusters Score -1887678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1887693.625000 Penalty: 4811.242676
	Iteration 21Q: 3 clusters Score -1887694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1887709.375000 Penalty: 4811.242676
	Iteration 22Q: 3 clusters Score -1887709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1887730.125000 Penalty: 4811.242676
	Iteration 23Q: 3 clusters Score -1887730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1887742.125000 Penalty: 4811.242676
	Iteration 24Q: 3 clusters Score -1887742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1887753.875000 Penalty: 4811.242676
	Iteration 25Q: 3 clusters Score -1887754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1887765.000000 Penalty: 4811.242676
	Iteration 26Q: 3 clusters Score -1887765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1887766.625000 Penalty: 4811.242676
	Iteration 27Q: 3 clusters Score -1887767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1887771.125000 Penalty: 4811.242676
	Iteration 28Q: 3 clusters Score -1887771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1887771.125000 Penalty: 4811.242676
	Iteration 29F: 3 clusters Score -1887771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Entering Unmasked Estep 
Score: -722275.750000 Penalty: 2178.168213
	Iteration 0F: 2 clusters Score -722275.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -716823.437500 Penalty: 4356.336426
	Iteration 0F: 3 clusters Score -716823.4 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -718219.187500 Penalty: 4356.336426
	Iteration 1F: 3 clusters Score -718219.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -718545.937500 Penalty: 4356.336426
	Iteration 2F: 3 clusters Score -718545.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -718804.375000 Penalty: 4356.336426
	Iteration 3F: 3 clusters Score -718804.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -719004.937500 Penalty: 4356.336426
	Iteration 4F: 3 clusters Score -719004.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -719167.125000 Penalty: 4356.336426
	Iteration 5Q: 3 clusters Score -719167.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -719331.125000 Penalty: 4356.336426
	Iteration 6Q: 3 clusters Score -719331.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -719514.500000 Penalty: 4356.336426
	Iteration 7Q: 3 clusters Score -719514.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -719705.437500 Penalty: 4356.336426
	Iteration 8Q: 3 clusters Score -719705.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -719874.500000 Penalty: 4356.336426
	Iteration 9Q: 3 clusters Score -719874.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -720005.312500 Penalty: 4356.336426
	Iteration 10Q: 3 clusters Score -720005.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -720142.250000 Penalty: 4356.336426
	Iteration 11Q: 3 clusters Score -720142.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -720239.687500 Penalty: 4356.336426
	Iteration 12Q: 3 clusters Score -720239.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -720326.187500 Penalty: 4356.336426
	Iteration 13Q: 3 clusters Score -720326.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -720394.625000 Penalty: 4356.336426
	Iteration 14Q: 3 clusters Score -720394.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -720447.437500 Penalty: 4356.336426
	Iteration 15Q: 3 clusters Score -720447.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -720477.687500 Penalty: 4356.336426
	Iteration 16Q: 3 clusters Score -720477.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -720501.687500 Penalty: 4356.336426
	Iteration 17Q: 3 clusters Score -720501.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -720519.687500 Penalty: 4356.336426
	Iteration 18Q: 3 clusters Score -720519.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -720535.375000 Penalty: 4356.336426
	Iteration 19Q: 3 clusters Score -720535.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -720553.750000 Penalty: 4356.336426
	Iteration 20F: 3 clusters Score -720553.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -720565.562500 Penalty: 4356.336426
	Iteration 21Q: 3 clusters Score -720565.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -720573.250000 Penalty: 4356.336426
	Iteration 22Q: 3 clusters Score -720573.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -720578.000000 Penalty: 4356.336426
	Iteration 23Q: 3 clusters Score -720578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -720582.187500 Penalty: 4356.336426
	Iteration 24Q: 3 clusters Score -720582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -720585.937500 Penalty: 4356.336426
	Iteration 25Q: 3 clusters Score -720585.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -720591.250000 Penalty: 4356.336426
	Iteration 26Q: 3 clusters Score -720591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -720593.000000 Penalty: 4356.336426
	Iteration 27Q: 3 clusters Score -720593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -720595.250000 Penalty: 4356.336426
	Iteration 28Q: 3 clusters Score -720595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -720596.250000 Penalty: 4356.336426
	Iteration 29Q: 3 clusters Score -720596.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -720597.562500 Penalty: 4356.336426
	Iteration 30Q: 3 clusters Score -720597.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -720597.562500 Penalty: 4356.336426
	Iteration 31F: 3 clusters Score -720597.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -126562.750000 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -126562.8 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 566 members 
Entering Unmasked Estep 
Score: -124521.445312 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -124521.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -124813.554688 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -124813.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -124905.382812 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -124905.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124950.132812 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -124950.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -124968.226562 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -124968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124976.843750 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -124976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124984.226562 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -124984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -124987.546875 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -124987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -124989.531250 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -124989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -124990.054688 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -124990.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -124991.789062 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -124991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124993.085938 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -124993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124994.859375 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -124994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124996.648438 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -124996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124997.445312 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -124997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124997.445312 Penalty: 3484.226074
	Iteration 15F: 3 clusters Score -124997.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -172028.046875 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -172028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -169659.375000 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -169659.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -170027.000000 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -170027 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -170144.140625 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -170144.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -170217.531250 Penalty: 3656.882324
	Iteration 3Q: 3 clusters Score -170217.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -170261.765625 Penalty: 3656.882324
	Iteration 4Q: 3 clusters Score -170261.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -170297.671875 Penalty: 3656.882324
	Iteration 5Q: 3 clusters Score -170297.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -170333.921875 Penalty: 3656.882324
	Iteration 6Q: 3 clusters Score -170333.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -170356.796875 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -170356.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -170387.812500 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -170387.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -170412.359375 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -170412.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -170423.953125 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -170424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -170432.859375 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -170432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -170437.453125 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -170437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -170445.687500 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -170445.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -170452.281250 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -170452.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -170461.671875 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -170461.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -170473.390625 Penalty: 3656.882324
	Iteration 16Q: 3 clusters Score -170473.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -170487.546875 Penalty: 3656.882324
	Iteration 17Q: 3 clusters Score -170487.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -170494.156250 Penalty: 3656.882324
	Iteration 18Q: 3 clusters Score -170494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -170497.875000 Penalty: 3656.882324
	Iteration 19Q: 3 clusters Score -170497.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -170501.390625 Penalty: 3656.882324
	Iteration 20F: 3 clusters Score -170501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -170503.312500 Penalty: 3656.882324
	Iteration 21Q: 3 clusters Score -170503.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -170504.734375 Penalty: 3656.882324
	Iteration 22Q: 3 clusters Score -170504.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -170506.359375 Penalty: 3656.882324
	Iteration 23Q: 3 clusters Score -170506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -170508.390625 Penalty: 3656.882324
	Iteration 24Q: 3 clusters Score -170508.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -170511.250000 Penalty: 3656.882324
	Iteration 25Q: 3 clusters Score -170511.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -170518.687500 Penalty: 3656.882324
	Iteration 26Q: 3 clusters Score -170518.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -170529.578125 Penalty: 3656.882324
	Iteration 27Q: 3 clusters Score -170529.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -170536.203125 Penalty: 3656.882324
	Iteration 28Q: 3 clusters Score -170536.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -170539.890625 Penalty: 3656.882324
	Iteration 29Q: 3 clusters Score -170539.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -170546.843750 Penalty: 3656.882324
	Iteration 30Q: 3 clusters Score -170546.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -170556.453125 Penalty: 3656.882324
	Iteration 31Q: 3 clusters Score -170556.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -170567.234375 Penalty: 3656.882324
	Iteration 32Q: 3 clusters Score -170567.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -170585.625000 Penalty: 3656.882324
	Iteration 33Q: 3 clusters Score -170585.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -170608.765625 Penalty: 3656.882324
	Iteration 34Q: 3 clusters Score -170608.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -170626.140625 Penalty: 3656.882324
	Iteration 35Q: 3 clusters Score -170626.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -170659.312500 Penalty: 3656.882324
	Iteration 36Q: 3 clusters Score -170659.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -170699.625000 Penalty: 3656.882324
	Iteration 37Q: 3 clusters Score -170699.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -170732.421875 Penalty: 3656.882324
	Iteration 38Q: 3 clusters Score -170732.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -170760.828125 Penalty: 3656.882324
	Iteration 39Q: 3 clusters Score -170760.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -170798.406250 Penalty: 3656.882324
	Iteration 40F: 3 clusters Score -170798.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -170839.343750 Penalty: 3656.882324
	Iteration 41Q: 3 clusters Score -170839.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -170885.421875 Penalty: 3656.882324
	Iteration 42Q: 3 clusters Score -170885.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -170928.750000 Penalty: 3656.882324
	Iteration 43Q: 3 clusters Score -170928.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -170970.125000 Penalty: 3656.882324
	Iteration 44Q: 3 clusters Score -170970.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -171017.515625 Penalty: 3656.882324
	Iteration 45Q: 3 clusters Score -171017.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -171045.609375 Penalty: 3656.882324
	Iteration 46Q: 3 clusters Score -171045.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -171061.890625 Penalty: 3656.882324
	Iteration 47Q: 3 clusters Score -171061.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -171070.406250 Penalty: 3656.882324
	Iteration 48Q: 3 clusters Score -171070.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -171074.421875 Penalty: 3656.882324
	Iteration 49Q: 3 clusters Score -171074.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -171076.812500 Penalty: 3656.882324
	Iteration 50Q: 3 clusters Score -171076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -171078.156250 Penalty: 3656.882324
	Iteration 51Q: 3 clusters Score -171078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171078.890625 Penalty: 3656.882324
	Iteration 52Q: 3 clusters Score -171078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -171080.343750 Penalty: 3656.882324
	Iteration 53Q: 3 clusters Score -171080.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -171081.859375 Penalty: 3656.882324
	Iteration 54Q: 3 clusters Score -171081.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -171081.859375 Penalty: 3656.882324
	Iteration 55F: 3 clusters Score -171081.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Entering Unmasked Estep 
Score: -934930.062500 Penalty: 2232.333984
	Iteration 0F: 2 clusters Score -934930.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -928511.375000 Penalty: 4464.667969
	Iteration 0F: 3 clusters Score -928511.4 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -930392.437500 Penalty: 4464.667969
	Iteration 1F: 3 clusters Score -930392.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -930680.062500 Penalty: 4464.667969
	Iteration 2F: 3 clusters Score -930680.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -930896.750000 Penalty: 4464.667969
	Iteration 3F: 3 clusters Score -930896.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -931133.187500 Penalty: 4464.667969
	Iteration 4Q: 3 clusters Score -931133.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -931438.312500 Penalty: 4464.667969
	Iteration 5Q: 3 clusters Score -931438.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -931957.125000 Penalty: 4464.667969
	Iteration 6F: 3 clusters Score -931957.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -932530.062500 Penalty: 4464.667969
	Iteration 7F: 3 clusters Score -932530.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -933109.937500 Penalty: 4464.667969
	Iteration 8F: 3 clusters Score -933109.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -933602.062500 Penalty: 4464.667969
	Iteration 9F: 3 clusters Score -933602.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -933981.500000 Penalty: 4464.667969
	Iteration 10Q: 3 clusters Score -933981.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -934250.250000 Penalty: 4464.667969
	Iteration 11Q: 3 clusters Score -934250.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -934402.937500 Penalty: 4464.667969
	Iteration 12Q: 3 clusters Score -934402.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -934479.500000 Penalty: 4464.667969
	Iteration 13Q: 3 clusters Score -934479.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -934517.125000 Penalty: 4464.667969
	Iteration 14Q: 3 clusters Score -934517.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -934543.125000 Penalty: 4464.667969
	Iteration 15Q: 3 clusters Score -934543.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -934555.812500 Penalty: 4464.667969
	Iteration 16Q: 3 clusters Score -934555.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -934574.437500 Penalty: 4464.667969
	Iteration 17Q: 3 clusters Score -934574.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -934582.687500 Penalty: 4464.667969
	Iteration 18Q: 3 clusters Score -934582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -934587.375000 Penalty: 4464.667969
	Iteration 19Q: 3 clusters Score -934587.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -934589.625000 Penalty: 4464.667969
	Iteration 20F: 3 clusters Score -934589.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -934595.250000 Penalty: 4464.667969
	Iteration 21Q: 3 clusters Score -934595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -934595.875000 Penalty: 4464.667969
	Iteration 22Q: 3 clusters Score -934595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -934596.312500 Penalty: 4464.667969
	Iteration 23Q: 3 clusters Score -934596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -934596.687500 Penalty: 4464.667969
	Iteration 24Q: 3 clusters Score -934596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -934598.187500 Penalty: 4464.667969
	Iteration 25Q: 3 clusters Score -934598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -934598.500000 Penalty: 4464.667969
	Iteration 26Q: 3 clusters Score -934598.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -934598.500000 Penalty: 4464.667969
	Iteration 27F: 3 clusters Score -934598.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -124663.414062 Penalty: 1781.787964
	Iteration 0F: 2 clusters Score -124663.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -122638.148438 Penalty: 3563.575928
	Iteration 0F: 3 clusters Score -122638.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -123546.726562 Penalty: 3563.575928
	Iteration 1F: 3 clusters Score -123546.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -123945.476562 Penalty: 3563.575928
	Iteration 2F: 3 clusters Score -123945.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -124340.679688 Penalty: 3563.575928
	Iteration 3F: 3 clusters Score -124340.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -124974.414062 Penalty: 3563.575928
	Iteration 4F: 3 clusters Score -124974.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -125278.085938 Penalty: 3563.575928
	Iteration 5Q: 3 clusters Score -125278.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -125430.578125 Penalty: 3563.575928
	Iteration 6Q: 3 clusters Score -125430.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -125615.515625 Penalty: 3563.575928
	Iteration 7Q: 3 clusters Score -125615.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -125747.281250 Penalty: 3563.575928
	Iteration 8Q: 3 clusters Score -125747.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -125789.804688 Penalty: 3563.575928
	Iteration 9Q: 3 clusters Score -125789.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -125809.765625 Penalty: 3563.575928
	Iteration 10Q: 3 clusters Score -125809.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -125822.937500 Penalty: 3563.575928
	Iteration 11Q: 3 clusters Score -125822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -125828.539062 Penalty: 3563.575928
	Iteration 12Q: 3 clusters Score -125828.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -125833.070312 Penalty: 3563.575928
	Iteration 13Q: 3 clusters Score -125833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125833.820312 Penalty: 3563.575928
	Iteration 14Q: 3 clusters Score -125833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125835.078125 Penalty: 3563.575928
	Iteration 15F: 3 clusters Score -125835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125838.171875 Penalty: 3563.575928
	Iteration 16Q: 3 clusters Score -125838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125838.171875 Penalty: 3563.575928
	Iteration 17F: 3 clusters Score -125838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 6522 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 8114 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122865 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 318156 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 41608 members 
Mstep: Class 17 contains 54415 members 
Mstep: Class 19 contains 51056 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4569 members 
Entering Unmasked Estep 
Score: -70750056.000000 Penalty: 59629.488281
Splitting cluster 6 changes total score from -70750432.000000 to -70750056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -106860.210938 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -106860.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -104822.015625 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -104822 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -105320.640625 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -105320.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105590.000000 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -105590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -105842.789062 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -105842.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -106029.703125 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -106029.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -106109.781250 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -106109.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106222.187500 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -106222.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -106305.781250 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -106305.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -106459.640625 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -106459.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106876.976562 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -106877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -107025.617188 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -107025.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -107060.640625 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -107060.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -107083.984375 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -107084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -107091.062500 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -107091.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -107102.171875 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -107102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -107110.851562 Penalty: 3482.014648
	Iteration 15Q: 3 clusters Score -107110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -107117.867188 Penalty: 3482.014648
	Iteration 16Q: 3 clusters Score -107117.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -107125.656250 Penalty: 3482.014648
	Iteration 17Q: 3 clusters Score -107125.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107131.367188 Penalty: 3482.014648
	Iteration 18Q: 3 clusters Score -107131.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -107139.554688 Penalty: 3482.014648
	Iteration 19Q: 3 clusters Score -107139.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -107162.296875 Penalty: 3482.014648
	Iteration 20F: 3 clusters Score -107162.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -107207.914062 Penalty: 3482.014648
	Iteration 21Q: 3 clusters Score -107207.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -107221.781250 Penalty: 3482.014648
	Iteration 22Q: 3 clusters Score -107221.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -107257.750000 Penalty: 3482.014648
	Iteration 23Q: 3 clusters Score -107257.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -107297.312500 Penalty: 3482.014648
	Iteration 24Q: 3 clusters Score -107297.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -107425.187500 Penalty: 3482.014648
	Iteration 25Q: 3 clusters Score -107425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -107496.343750 Penalty: 3482.014648
	Iteration 26Q: 3 clusters Score -107496.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -107498.039062 Penalty: 3482.014648
	Iteration 27Q: 3 clusters Score -107498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -107501.710938 Penalty: 3482.014648
	Iteration 28Q: 3 clusters Score -107501.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -107501.710938 Penalty: 3482.014648
	Iteration 29F: 3 clusters Score -107501.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 6522 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 8114 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 396 members 
Mstep: Class 8 contains 122865 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 723 members 
Mstep: Class 11 contains 318156 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 41608 members 
Mstep: Class 17 contains 54415 members 
Mstep: Class 19 contains 51056 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4569 members 
Entering Unmasked Estep 
Score: -70749496.000000 Penalty: 59629.488281
Splitting cluster 7 changes total score from -70750432.000000 to -70749496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (122865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122865 members 
Entering Unmasked Estep 
Score: -13964554.000000 Penalty: 2906.272705
	Iteration 0F: 2 clusters Score -1.396455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -13883614.000000 Penalty: 5812.545410
	Iteration 0F: 3 clusters Score -1.388361e+07 nChanged 58415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -13917039.000000 Penalty: 5812.545410
	Iteration 1F: 3 clusters Score -1.391704e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -13918026.000000 Penalty: 5812.545410
	Iteration 2Q: 3 clusters Score -1.391803e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -13919114.000000 Penalty: 5812.545410
	Iteration 3Q: 3 clusters Score -1.391911e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -13920573.000000 Penalty: 5812.545410
	Iteration 4Q: 3 clusters Score -1.392057e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 67190 members 
Entering Unmasked Estep 
Score: -13922594.000000 Penalty: 5812.545410
	Iteration 5Q: 3 clusters Score -1.392259e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -13925753.000000 Penalty: 5812.545410
	Iteration 6Q: 3 clusters Score -1.392575e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -13930453.000000 Penalty: 5812.545410
	Iteration 7F: 3 clusters Score -1.393045e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -13936806.000000 Penalty: 5812.545410
	Iteration 8F: 3 clusters Score -1.393681e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 81558 members 
Entering Unmasked Estep 
Score: -13943865.000000 Penalty: 5812.545410
	Iteration 9F: 3 clusters Score -1.394386e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -13949521.000000 Penalty: 5812.545410
	Iteration 10F: 3 clusters Score -1.394952e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -13953041.000000 Penalty: 5812.545410
	Iteration 11Q: 3 clusters Score -1.395304e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 89478 members 
Entering Unmasked Estep 
Score: -13955142.000000 Penalty: 5812.545410
	Iteration 12Q: 3 clusters Score -1.395514e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -13956766.000000 Penalty: 5812.545410
	Iteration 13Q: 3 clusters Score -1.395677e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -13958247.000000 Penalty: 5812.545410
	Iteration 14Q: 3 clusters Score -1.395825e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 95324 members 
Entering Unmasked Estep 
Score: -13959569.000000 Penalty: 5812.545410
	Iteration 15Q: 3 clusters Score -1.395957e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 96944 members 
Entering Unmasked Estep 
Score: -13960676.000000 Penalty: 5812.545410
	Iteration 16Q: 3 clusters Score -1.396068e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 98330 members 
Entering Unmasked Estep 
Score: -13961503.000000 Penalty: 5812.545410
	Iteration 17Q: 3 clusters Score -1.39615e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -13962102.000000 Penalty: 5812.545410
	Iteration 18Q: 3 clusters Score -1.39621e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 100475 members 
Entering Unmasked Estep 
Score: -13962547.000000 Penalty: 5812.545410
	Iteration 19Q: 3 clusters Score -1.396255e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -13962794.000000 Penalty: 5812.545410
	Iteration 20F: 3 clusters Score -1.396279e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 102134 members 
Entering Unmasked Estep 
Score: -13963011.000000 Penalty: 5812.545410
	Iteration 21Q: 3 clusters Score -1.396301e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 102808 members 
Entering Unmasked Estep 
Score: -13963210.000000 Penalty: 5812.545410
	Iteration 22Q: 3 clusters Score -1.396321e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -13963280.000000 Penalty: 5812.545410
	Iteration 23Q: 3 clusters Score -1.396328e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 103911 members 
Entering Unmasked Estep 
Score: -13963375.000000 Penalty: 5812.545410
	Iteration 24Q: 3 clusters Score -1.396338e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 104383 members 
Entering Unmasked Estep 
Score: -13963409.000000 Penalty: 5812.545410
	Iteration 25Q: 3 clusters Score -1.396341e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -13963469.000000 Penalty: 5812.545410
	Iteration 26Q: 3 clusters Score -1.396347e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 105215 members 
Entering Unmasked Estep 
Score: -13963472.000000 Penalty: 5812.545410
	Iteration 27Q: 3 clusters Score -1.396347e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -13963504.000000 Penalty: 5812.545410
	Iteration 28Q: 3 clusters Score -1.39635e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 105859 members 
Entering Unmasked Estep 
Score: -13963486.000000 Penalty: 5812.545410
	Iteration 29Q: 3 clusters Score -1.396349e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 106113 members 
Entering Unmasked Estep 
Score: -13963454.000000 Penalty: 5812.545410
	Iteration 30Q: 3 clusters Score -1.396345e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 106344 members 
Entering Unmasked Estep 
Score: -13963495.000000 Penalty: 5812.545410
	Iteration 31Q: 3 clusters Score -1.39635e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 106582 members 
Entering Unmasked Estep 
Score: -13963496.000000 Penalty: 5812.545410
	Iteration 32Q: 3 clusters Score -1.39635e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 106815 members 
Entering Unmasked Estep 
Score: -13963521.000000 Penalty: 5812.545410
	Iteration 33Q: 3 clusters Score -1.396352e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 107007 members 
Entering Unmasked Estep 
Score: -13963524.000000 Penalty: 5812.545410
	Iteration 34Q: 3 clusters Score -1.396352e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 107172 members 
Entering Unmasked Estep 
Score: -13963531.000000 Penalty: 5812.545410
	Iteration 35Q: 3 clusters Score -1.396353e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 107296 members 
Entering Unmasked Estep 
Score: -13963569.000000 Penalty: 5812.545410
	Iteration 36Q: 3 clusters Score -1.396357e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 107398 members 
Entering Unmasked Estep 
Score: -13963579.000000 Penalty: 5812.545410
	Iteration 37Q: 3 clusters Score -1.396358e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 107471 members 
Entering Unmasked Estep 
Score: -13963576.000000 Penalty: 5812.545410
	Iteration 38Q: 3 clusters Score -1.396358e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 107545 members 
Entering Unmasked Estep 
Score: -13963562.000000 Penalty: 5812.545410
	Iteration 39Q: 3 clusters Score -1.396356e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 107619 members 
Entering Unmasked Estep 
Score: -13963552.000000 Penalty: 5812.545410
	Iteration 40F: 3 clusters Score -1.396355e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 107701 members 
Entering Unmasked Estep 
Score: -13963558.000000 Penalty: 5812.545410
	Iteration 41Q: 3 clusters Score -1.396356e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 107787 members 
Entering Unmasked Estep 
Score: -13963574.000000 Penalty: 5812.545410
	Iteration 42Q: 3 clusters Score -1.396357e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 107863 members 
Entering Unmasked Estep 
Score: -13963586.000000 Penalty: 5812.545410
	Iteration 43Q: 3 clusters Score -1.396359e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 107918 members 
Entering Unmasked Estep 
Score: -13963580.000000 Penalty: 5812.545410
	Iteration 44Q: 3 clusters Score -1.396358e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 107966 members 
Entering Unmasked Estep 
Score: -13963594.000000 Penalty: 5812.545410
	Iteration 45Q: 3 clusters Score -1.396359e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
Score: -13963562.000000 Penalty: 5812.545410
	Iteration 46Q: 3 clusters Score -1.396356e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 108029 members 
Entering Unmasked Estep 
Score: -13963576.000000 Penalty: 5812.545410
	Iteration 47Q: 3 clusters Score -1.396358e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 108045 members 
Entering Unmasked Estep 
Score: -13963584.000000 Penalty: 5812.545410
	Iteration 48Q: 3 clusters Score -1.396358e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 108065 members 
Entering Unmasked Estep 
Score: -13963585.000000 Penalty: 5812.545410
	Iteration 49Q: 3 clusters Score -1.396358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 108079 members 
Entering Unmasked Estep 
Score: -13963584.000000 Penalty: 5812.545410
	Iteration 50Q: 3 clusters Score -1.396358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 108087 members 
Entering Unmasked Estep 
Score: -13963582.000000 Penalty: 5812.545410
	Iteration 51Q: 3 clusters Score -1.396358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 108094 members 
Entering Unmasked Estep 
Score: -13963566.000000 Penalty: 5812.545410
	Iteration 52Q: 3 clusters Score -1.396357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 108100 members 
Entering Unmasked Estep 
Score: -13963556.000000 Penalty: 5812.545410
	Iteration 53Q: 3 clusters Score -1.396356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 108105 members 
Entering Unmasked Estep 
Score: -13963565.000000 Penalty: 5812.545410
	Iteration 54Q: 3 clusters Score -1.396356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 108111 members 
Entering Unmasked Estep 
Score: -13963574.000000 Penalty: 5812.545410
	Iteration 55Q: 3 clusters Score -1.396357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -13963579.000000 Penalty: 5812.545410
	Iteration 56Q: 3 clusters Score -1.396358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 108128 members 
Entering Unmasked Estep 
Score: -13963564.000000 Penalty: 5812.545410
	Iteration 57Q: 3 clusters Score -1.396356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 108140 members 
Entering Unmasked Estep 
Score: -13963572.000000 Penalty: 5812.545410
	Iteration 58Q: 3 clusters Score -1.396357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 108150 members 
Entering Unmasked Estep 
Score: -13963570.000000 Penalty: 5812.545410
	Iteration 59Q: 3 clusters Score -1.396357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 108159 members 
Entering Unmasked Estep 
Score: -13963558.000000 Penalty: 5812.545410
	Iteration 60F: 3 clusters Score -1.396356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 108171 members 
Entering Unmasked Estep 
Score: -13963551.000000 Penalty: 5812.545410
	Iteration 61Q: 3 clusters Score -1.396355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 108183 members 
Entering Unmasked Estep 
Score: -13963565.000000 Penalty: 5812.545410
	Iteration 62Q: 3 clusters Score -1.396356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 108191 members 
Entering Unmasked Estep 
Score: -13963571.000000 Penalty: 5812.545410
	Iteration 63Q: 3 clusters Score -1.396357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 108199 members 
Entering Unmasked Estep 
Score: -13963594.000000 Penalty: 5812.545410
	Iteration 64Q: 3 clusters Score -1.396359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -13963583.000000 Penalty: 5812.545410
	Iteration 65Q: 3 clusters Score -1.396358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 108215 members 
Entering Unmasked Estep 
Score: -13963575.000000 Penalty: 5812.545410
	Iteration 66Q: 3 clusters Score -1.396358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 108222 members 
Entering Unmasked Estep 
Score: -13963577.000000 Penalty: 5812.545410
	Iteration 67Q: 3 clusters Score -1.396358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 108231 members 
Entering Unmasked Estep 
Score: -13963569.000000 Penalty: 5812.545410
	Iteration 68Q: 3 clusters Score -1.396357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 108239 members 
Entering Unmasked Estep 
Score: -13963573.000000 Penalty: 5812.545410
	Iteration 69Q: 3 clusters Score -1.396357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 108246 members 
Entering Unmasked Estep 
Score: -13963579.000000 Penalty: 5812.545410
	Iteration 70Q: 3 clusters Score -1.396358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 108256 members 
Entering Unmasked Estep 
Score: -13963581.000000 Penalty: 5812.545410
	Iteration 71Q: 3 clusters Score -1.396358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -13963555.000000 Penalty: 5812.545410
	Iteration 72Q: 3 clusters Score -1.396356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 108280 members 
Entering Unmasked Estep 
Score: -13963557.000000 Penalty: 5812.545410
	Iteration 73Q: 3 clusters Score -1.396356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 108291 members 
Entering Unmasked Estep 
Score: -13963556.000000 Penalty: 5812.545410
	Iteration 74Q: 3 clusters Score -1.396356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 108300 members 
Entering Unmasked Estep 
Score: -13963560.000000 Penalty: 5812.545410
	Iteration 75Q: 3 clusters Score -1.396356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 108312 members 
Entering Unmasked Estep 
Score: -13963575.000000 Penalty: 5812.545410
	Iteration 76Q: 3 clusters Score -1.396358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 108319 members 
Entering Unmasked Estep 
Score: -13963569.000000 Penalty: 5812.545410
	Iteration 77Q: 3 clusters Score -1.396357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 108330 members 
Entering Unmasked Estep 
Score: -13963566.000000 Penalty: 5812.545410
	Iteration 78Q: 3 clusters Score -1.396357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 108343 members 
Entering Unmasked Estep 
Score: -13963562.000000 Penalty: 5812.545410
	Iteration 79Q: 3 clusters Score -1.396356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 108363 members 
Entering Unmasked Estep 
Score: -13963553.000000 Penalty: 5812.545410
	Iteration 80F: 3 clusters Score -1.396355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -13963566.000000 Penalty: 5812.545410
	Iteration 81Q: 3 clusters Score -1.396357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 108380 members 
Entering Unmasked Estep 
Score: -13963563.000000 Penalty: 5812.545410
	Iteration 82Q: 3 clusters Score -1.396356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -13963573.000000 Penalty: 5812.545410
	Iteration 83Q: 3 clusters Score -1.396357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 108392 members 
Entering Unmasked Estep 
Score: -13963570.000000 Penalty: 5812.545410
	Iteration 84Q: 3 clusters Score -1.396357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 108398 members 
Entering Unmasked Estep 
Score: -13963574.000000 Penalty: 5812.545410
	Iteration 85Q: 3 clusters Score -1.396357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 108401 members 
Entering Unmasked Estep 
Score: -13963572.000000 Penalty: 5812.545410
	Iteration 86Q: 3 clusters Score -1.396357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 108404 members 
Entering Unmasked Estep 
Score: -13963570.000000 Penalty: 5812.545410
	Iteration 87Q: 3 clusters Score -1.396357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 108404 members 
Entering Unmasked Estep 
Score: -13963570.000000 Penalty: 5812.545410
	Iteration 88F: 3 clusters Score -1.396357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -136138.312500 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -136138.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134043.375000 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -134043.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -134360.328125 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -134360.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -134456.906250 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -134456.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134504.671875 Penalty: 3535.734131
	Iteration 3Q: 3 clusters Score -134504.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -134549.359375 Penalty: 3535.734131
	Iteration 4Q: 3 clusters Score -134549.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -134588.250000 Penalty: 3535.734131
	Iteration 5Q: 3 clusters Score -134588.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -134616.218750 Penalty: 3535.734131
	Iteration 6Q: 3 clusters Score -134616.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -134638.328125 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -134638.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -134651.671875 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -134651.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -134662.125000 Penalty: 3535.734131
	Iteration 9Q: 3 clusters Score -134662.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -134670.687500 Penalty: 3535.734131
	Iteration 10Q: 3 clusters Score -134670.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134676.953125 Penalty: 3535.734131
	Iteration 11Q: 3 clusters Score -134677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -134679.906250 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -134679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -134683.500000 Penalty: 3535.734131
	Iteration 13Q: 3 clusters Score -134683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -134683.500000 Penalty: 3535.734131
	Iteration 14F: 3 clusters Score -134683.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (318156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318156 members 
Entering Unmasked Estep 
Score: -36080144.000000 Penalty: 3142.233643
	Iteration 0F: 2 clusters Score -3.608014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159153 members 
Mstep: Class 2 contains 159003 members 
Entering Unmasked Estep 
Score: -35890892.000000 Penalty: 6284.467285
	Iteration 0F: 3 clusters Score -3.589089e+07 nChanged 154363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159388 members 
Mstep: Class 2 contains 158768 members 
Entering Unmasked Estep 
Score: -35981976.000000 Penalty: 6284.467285
	Iteration 1F: 3 clusters Score -3.598198e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159745 members 
Mstep: Class 2 contains 158411 members 
Entering Unmasked Estep 
Score: -35983184.000000 Penalty: 6284.467285
	Iteration 2Q: 3 clusters Score -3.598318e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160232 members 
Mstep: Class 2 contains 157924 members 
Entering Unmasked Estep 
Score: -35984700.000000 Penalty: 6284.467285
	Iteration 3Q: 3 clusters Score -3.59847e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160890 members 
Mstep: Class 2 contains 157266 members 
Entering Unmasked Estep 
Score: -35986544.000000 Penalty: 6284.467285
	Iteration 4Q: 3 clusters Score -3.598654e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161762 members 
Mstep: Class 2 contains 156394 members 
Entering Unmasked Estep 
Score: -35988872.000000 Penalty: 6284.467285
	Iteration 5Q: 3 clusters Score -3.598887e+07 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162896 members 
Mstep: Class 2 contains 155260 members 
Entering Unmasked Estep 
Score: -35992320.000000 Penalty: 6284.467285
	Iteration 6Q: 3 clusters Score -3.599232e+07 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164372 members 
Mstep: Class 2 contains 153784 members 
Entering Unmasked Estep 
Score: -35997528.000000 Penalty: 6284.467285
	Iteration 7Q: 3 clusters Score -3.599753e+07 nChanged 15728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166238 members 
Mstep: Class 2 contains 151918 members 
Entering Unmasked Estep 
Score: -36006160.000000 Penalty: 6284.467285
	Iteration 8Q: 3 clusters Score -3.600616e+07 nChanged 18606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 150070 members 
Entering Unmasked Estep 
Score: -36019272.000000 Penalty: 6284.467285
	Iteration 9F: 3 clusters Score -3.601927e+07 nChanged 20518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169500 members 
Mstep: Class 2 contains 148656 members 
Entering Unmasked Estep 
Score: -36034016.000000 Penalty: 6284.467285
	Iteration 10F: 3 clusters Score -3.603402e+07 nChanged 17875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170017 members 
Mstep: Class 2 contains 148139 members 
Entering Unmasked Estep 
Score: -36042820.000000 Penalty: 6284.467285
	Iteration 11F: 3 clusters Score -3.604282e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169900 members 
Mstep: Class 2 contains 148256 members 
Entering Unmasked Estep 
Score: -36045964.000000 Penalty: 6284.467285
	Iteration 12Q: 3 clusters Score -3.604596e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169529 members 
Mstep: Class 2 contains 148627 members 
Entering Unmasked Estep 
Score: -36046488.000000 Penalty: 6284.467285
	Iteration 13Q: 3 clusters Score -3.604649e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168952 members 
Mstep: Class 2 contains 149204 members 
Entering Unmasked Estep 
Score: -36046752.000000 Penalty: 6284.467285
	Iteration 14Q: 3 clusters Score -3.604675e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168280 members 
Mstep: Class 2 contains 149876 members 
Entering Unmasked Estep 
Score: -36046996.000000 Penalty: 6284.467285
	Iteration 15Q: 3 clusters Score -3.6047e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 150697 members 
Entering Unmasked Estep 
Score: -36047268.000000 Penalty: 6284.467285
	Iteration 16Q: 3 clusters Score -3.604727e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166578 members 
Mstep: Class 2 contains 151578 members 
Entering Unmasked Estep 
Score: -36047404.000000 Penalty: 6284.467285
	Iteration 17Q: 3 clusters Score -3.60474e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165630 members 
Mstep: Class 2 contains 152526 members 
Entering Unmasked Estep 
Score: -36047524.000000 Penalty: 6284.467285
	Iteration 18Q: 3 clusters Score -3.604752e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164601 members 
Mstep: Class 2 contains 153555 members 
Entering Unmasked Estep 
Score: -36047516.000000 Penalty: 6284.467285
	Iteration 19Q: 3 clusters Score -3.604752e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Mstep: Class 2 contains 154706 members 
Entering Unmasked Estep 
Score: -36047672.000000 Penalty: 6284.467285
	Iteration 20F: 3 clusters Score -3.604767e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162196 members 
Mstep: Class 2 contains 155960 members 
Entering Unmasked Estep 
Score: -36047932.000000 Penalty: 6284.467285
	Iteration 21Q: 3 clusters Score -3.604793e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160755 members 
Mstep: Class 2 contains 157401 members 
Entering Unmasked Estep 
Score: -36048120.000000 Penalty: 6284.467285
	Iteration 22Q: 3 clusters Score -3.604812e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159137 members 
Mstep: Class 2 contains 159019 members 
Entering Unmasked Estep 
Score: -36048428.000000 Penalty: 6284.467285
	Iteration 23Q: 3 clusters Score -3.604843e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157416 members 
Mstep: Class 2 contains 160740 members 
Entering Unmasked Estep 
Score: -36048512.000000 Penalty: 6284.467285
	Iteration 24Q: 3 clusters Score -3.604851e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155656 members 
Mstep: Class 2 contains 162500 members 
Entering Unmasked Estep 
Score: -36048756.000000 Penalty: 6284.467285
	Iteration 25Q: 3 clusters Score -3.604876e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153688 members 
Mstep: Class 2 contains 164468 members 
Entering Unmasked Estep 
Score: -36048788.000000 Penalty: 6284.467285
	Iteration 26Q: 3 clusters Score -3.604879e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151563 members 
Mstep: Class 2 contains 166593 members 
Entering Unmasked Estep 
Score: -36048864.000000 Penalty: 6284.467285
	Iteration 27Q: 3 clusters Score -3.604886e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149248 members 
Mstep: Class 2 contains 168908 members 
Entering Unmasked Estep 
Score: -36049120.000000 Penalty: 6284.467285
	Iteration 28Q: 3 clusters Score -3.604912e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146785 members 
Mstep: Class 2 contains 171371 members 
Entering Unmasked Estep 
Score: -36049676.000000 Penalty: 6284.467285
	Iteration 29Q: 3 clusters Score -3.604968e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144155 members 
Mstep: Class 2 contains 174001 members 
Entering Unmasked Estep 
Score: -36049916.000000 Penalty: 6284.467285
	Iteration 30Q: 3 clusters Score -3.604992e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141278 members 
Mstep: Class 2 contains 176878 members 
Entering Unmasked Estep 
Score: -36050208.000000 Penalty: 6284.467285
	Iteration 31Q: 3 clusters Score -3.605021e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138268 members 
Mstep: Class 2 contains 179888 members 
Entering Unmasked Estep 
Score: -36050680.000000 Penalty: 6284.467285
	Iteration 32Q: 3 clusters Score -3.605068e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134997 members 
Mstep: Class 2 contains 183159 members 
Entering Unmasked Estep 
Score: -36051052.000000 Penalty: 6284.467285
	Iteration 33Q: 3 clusters Score -3.605105e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131539 members 
Mstep: Class 2 contains 186617 members 
Entering Unmasked Estep 
Score: -36051616.000000 Penalty: 6284.467285
	Iteration 34Q: 3 clusters Score -3.605162e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127779 members 
Mstep: Class 2 contains 190377 members 
Entering Unmasked Estep 
Score: -36052284.000000 Penalty: 6284.467285
	Iteration 35Q: 3 clusters Score -3.605228e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123738 members 
Mstep: Class 2 contains 194418 members 
Entering Unmasked Estep 
Score: -36053008.000000 Penalty: 6284.467285
	Iteration 36Q: 3 clusters Score -3.605301e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119347 members 
Mstep: Class 2 contains 198809 members 
Entering Unmasked Estep 
Score: -36053568.000000 Penalty: 6284.467285
	Iteration 37Q: 3 clusters Score -3.605357e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114735 members 
Mstep: Class 2 contains 203421 members 
Entering Unmasked Estep 
Score: -36054436.000000 Penalty: 6284.467285
	Iteration 38Q: 3 clusters Score -3.605444e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 208071 members 
Entering Unmasked Estep 
Score: -36054844.000000 Penalty: 6284.467285
	Iteration 39Q: 3 clusters Score -3.605484e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105288 members 
Mstep: Class 2 contains 212868 members 
Entering Unmasked Estep 
Score: -36055780.000000 Penalty: 6284.467285
	Iteration 40F: 3 clusters Score -3.605578e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Mstep: Class 2 contains 217901 members 
Entering Unmasked Estep 
Score: -36056620.000000 Penalty: 6284.467285
	Iteration 41Q: 3 clusters Score -3.605662e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94991 members 
Mstep: Class 2 contains 223165 members 
Entering Unmasked Estep 
Score: -36057396.000000 Penalty: 6284.467285
	Iteration 42Q: 3 clusters Score -3.60574e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 228511 members 
Entering Unmasked Estep 
Score: -36058176.000000 Penalty: 6284.467285
	Iteration 43Q: 3 clusters Score -3.605818e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84109 members 
Mstep: Class 2 contains 234047 members 
Entering Unmasked Estep 
Score: -36059100.000000 Penalty: 6284.467285
	Iteration 44Q: 3 clusters Score -3.60591e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78532 members 
Mstep: Class 2 contains 239624 members 
Entering Unmasked Estep 
Score: -36059852.000000 Penalty: 6284.467285
	Iteration 45Q: 3 clusters Score -3.605985e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 245288 members 
Entering Unmasked Estep 
Score: -36060856.000000 Penalty: 6284.467285
	Iteration 46Q: 3 clusters Score -3.606086e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 250796 members 
Entering Unmasked Estep 
Score: -36061772.000000 Penalty: 6284.467285
	Iteration 47Q: 3 clusters Score -3.606177e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 256232 members 
Entering Unmasked Estep 
Score: -36062520.000000 Penalty: 6284.467285
	Iteration 48Q: 3 clusters Score -3.606252e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 261385 members 
Entering Unmasked Estep 
Score: -36063316.000000 Penalty: 6284.467285
	Iteration 49Q: 3 clusters Score -3.606332e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 266434 members 
Entering Unmasked Estep 
Score: -36064004.000000 Penalty: 6284.467285
	Iteration 50Q: 3 clusters Score -3.6064e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 271199 members 
Entering Unmasked Estep 
Score: -36064780.000000 Penalty: 6284.467285
	Iteration 51Q: 3 clusters Score -3.606478e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 275728 members 
Entering Unmasked Estep 
Score: -36065692.000000 Penalty: 6284.467285
	Iteration 52Q: 3 clusters Score -3.606569e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 280065 members 
Entering Unmasked Estep 
Score: -36066440.000000 Penalty: 6284.467285
	Iteration 53Q: 3 clusters Score -3.606644e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 284222 members 
Entering Unmasked Estep 
Score: -36067340.000000 Penalty: 6284.467285
	Iteration 54Q: 3 clusters Score -3.606734e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 288208 members 
Entering Unmasked Estep 
Score: -36068112.000000 Penalty: 6284.467285
	Iteration 55Q: 3 clusters Score -3.606811e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 291860 members 
Entering Unmasked Estep 
Score: -36069260.000000 Penalty: 6284.467285
	Iteration 56Q: 3 clusters Score -3.606926e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 295265 members 
Entering Unmasked Estep 
Score: -36070544.000000 Penalty: 6284.467285
	Iteration 57Q: 3 clusters Score -3.607054e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 298434 members 
Entering Unmasked Estep 
Score: -36071912.000000 Penalty: 6284.467285
	Iteration 58Q: 3 clusters Score -3.607191e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 301327 members 
Entering Unmasked Estep 
Score: -36073176.000000 Penalty: 6284.467285
	Iteration 59Q: 3 clusters Score -3.607318e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 303888 members 
Entering Unmasked Estep 
Score: -36074692.000000 Penalty: 6284.467285
	Iteration 60F: 3 clusters Score -3.607469e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 306352 members 
Entering Unmasked Estep 
Score: -36075880.000000 Penalty: 6284.467285
	Iteration 61Q: 3 clusters Score -3.607588e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 308413 members 
Entering Unmasked Estep 
Score: -36076792.000000 Penalty: 6284.467285
	Iteration 62Q: 3 clusters Score -3.607679e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 310117 members 
Entering Unmasked Estep 
Score: -36077724.000000 Penalty: 6284.467285
	Iteration 63Q: 3 clusters Score -3.607772e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 311459 members 
Entering Unmasked Estep 
Score: -36078596.000000 Penalty: 6284.467285
	Iteration 64Q: 3 clusters Score -3.60786e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 312390 members 
Entering Unmasked Estep 
Score: -36079292.000000 Penalty: 6284.467285
	Iteration 65Q: 3 clusters Score -3.607929e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 312998 members 
Entering Unmasked Estep 
Score: -36079812.000000 Penalty: 6284.467285
	Iteration 66Q: 3 clusters Score -3.607981e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 313370 members 
Entering Unmasked Estep 
Score: -36080268.000000 Penalty: 6284.467285
	Iteration 67Q: 3 clusters Score -3.608027e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 313573 members 
Entering Unmasked Estep 
Score: -36080504.000000 Penalty: 6284.467285
	Iteration 68Q: 3 clusters Score -3.60805e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 313673 members 
Entering Unmasked Estep 
Score: -36080616.000000 Penalty: 6284.467285
	Iteration 69Q: 3 clusters Score -3.608062e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 313759 members 
Entering Unmasked Estep 
Score: -36080668.000000 Penalty: 6284.467285
	Iteration 70Q: 3 clusters Score -3.608067e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 313811 members 
Entering Unmasked Estep 
Score: -36080692.000000 Penalty: 6284.467285
	Iteration 71Q: 3 clusters Score -3.608069e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 313850 members 
Entering Unmasked Estep 
Score: -36080736.000000 Penalty: 6284.467285
	Iteration 72Q: 3 clusters Score -3.608074e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 313870 members 
Entering Unmasked Estep 
Score: -36080796.000000 Penalty: 6284.467285
	Iteration 73Q: 3 clusters Score -3.60808e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 313891 members 
Entering Unmasked Estep 
Score: -36080788.000000 Penalty: 6284.467285
	Iteration 74Q: 3 clusters Score -3.608079e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 313907 members 
Entering Unmasked Estep 
Score: -36080796.000000 Penalty: 6284.467285
	Iteration 75Q: 3 clusters Score -3.60808e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 313923 members 
Entering Unmasked Estep 
Score: -36080804.000000 Penalty: 6284.467285
	Iteration 76Q: 3 clusters Score -3.60808e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 313930 members 
Entering Unmasked Estep 
Score: -36080792.000000 Penalty: 6284.467285
	Iteration 77Q: 3 clusters Score -3.608079e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 313940 members 
Entering Unmasked Estep 
Score: -36080792.000000 Penalty: 6284.467285
	Iteration 78Q: 3 clusters Score -3.608079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 313949 members 
Entering Unmasked Estep 
Score: -36080812.000000 Penalty: 6284.467285
	Iteration 79Q: 3 clusters Score -3.608081e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 313960 members 
Entering Unmasked Estep 
Score: -36080892.000000 Penalty: 6284.467285
	Iteration 80F: 3 clusters Score -3.608089e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 313877 members 
Entering Unmasked Estep 
Score: -36080948.000000 Penalty: 6284.467285
	Iteration 81Q: 3 clusters Score -3.608095e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 313805 members 
Entering Unmasked Estep 
Score: -36081036.000000 Penalty: 6284.467285
	Iteration 82Q: 3 clusters Score -3.608104e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 313766 members 
Entering Unmasked Estep 
Score: -36081064.000000 Penalty: 6284.467285
	Iteration 83Q: 3 clusters Score -3.608106e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 313735 members 
Entering Unmasked Estep 
Score: -36081068.000000 Penalty: 6284.467285
	Iteration 84Q: 3 clusters Score -3.608107e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 313709 members 
Entering Unmasked Estep 
Score: -36081128.000000 Penalty: 6284.467285
	Iteration 85Q: 3 clusters Score -3.608113e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 313695 members 
Entering Unmasked Estep 
Score: -36081148.000000 Penalty: 6284.467285
	Iteration 86Q: 3 clusters Score -3.608115e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 313669 members 
Entering Unmasked Estep 
Score: -36081148.000000 Penalty: 6284.467285
	Iteration 87Q: 3 clusters Score -3.608115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 313656 members 
Entering Unmasked Estep 
Score: -36081160.000000 Penalty: 6284.467285
	Iteration 88Q: 3 clusters Score -3.608116e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 313645 members 
Entering Unmasked Estep 
Score: -36081180.000000 Penalty: 6284.467285
	Iteration 89Q: 3 clusters Score -3.608118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 313633 members 
Entering Unmasked Estep 
Score: -36081192.000000 Penalty: 6284.467285
	Iteration 90Q: 3 clusters Score -3.608119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 313624 members 
Entering Unmasked Estep 
Score: -36081212.000000 Penalty: 6284.467285
	Iteration 91Q: 3 clusters Score -3.608121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 313621 members 
Entering Unmasked Estep 
Score: -36081216.000000 Penalty: 6284.467285
	Iteration 92Q: 3 clusters Score -3.608122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 313617 members 
Entering Unmasked Estep 
Score: -36081220.000000 Penalty: 6284.467285
	Iteration 93Q: 3 clusters Score -3.608122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 313609 members 
Entering Unmasked Estep 
Score: -36081204.000000 Penalty: 6284.467285
	Iteration 94Q: 3 clusters Score -3.60812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 313605 members 
Entering Unmasked Estep 
Score: -36081192.000000 Penalty: 6284.467285
	Iteration 95Q: 3 clusters Score -3.608119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 313605 members 
Entering Unmasked Estep 
Score: -36081196.000000 Penalty: 6284.467285
	Iteration 96Q: 3 clusters Score -3.60812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 313602 members 
Entering Unmasked Estep 
Score: -36081208.000000 Penalty: 6284.467285
	Iteration 97Q: 3 clusters Score -3.608121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 313598 members 
Entering Unmasked Estep 
Score: -36081204.000000 Penalty: 6284.467285
	Iteration 98Q: 3 clusters Score -3.60812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 313593 members 
Entering Unmasked Estep 
Score: -36081220.000000 Penalty: 6284.467285
	Iteration 99Q: 3 clusters Score -3.608122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 313592 members 
Entering Unmasked Estep 
Score: -36081220.000000 Penalty: 6284.467285
	Iteration 100F: 3 clusters Score -3.608122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 313590 members 
Entering Unmasked Estep 
Score: -36081228.000000 Penalty: 6284.467285
	Iteration 101Q: 3 clusters Score -3.608123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 313586 members 
Entering Unmasked Estep 
Score: -36081236.000000 Penalty: 6284.467285
	Iteration 102Q: 3 clusters Score -3.608124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 313577 members 
Entering Unmasked Estep 
Score: -36081256.000000 Penalty: 6284.467285
	Iteration 103Q: 3 clusters Score -3.608126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 313573 members 
Entering Unmasked Estep 
Score: -36081272.000000 Penalty: 6284.467285
	Iteration 104Q: 3 clusters Score -3.608127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 313569 members 
Entering Unmasked Estep 
Score: -36081260.000000 Penalty: 6284.467285
	Iteration 105Q: 3 clusters Score -3.608126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 313570 members 
Entering Unmasked Estep 
Score: -36081256.000000 Penalty: 6284.467285
	Iteration 106Q: 3 clusters Score -3.608126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 313570 members 
Entering Unmasked Estep 
Score: -36081256.000000 Penalty: 6284.467285
	Iteration 107Q: 3 clusters Score -3.608126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 313572 members 
Entering Unmasked Estep 
Score: -36081248.000000 Penalty: 6284.467285
	Iteration 108Q: 3 clusters Score -3.608125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 313573 members 
Entering Unmasked Estep 
Score: -36081260.000000 Penalty: 6284.467285
	Iteration 109Q: 3 clusters Score -3.608126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 313572 members 
Entering Unmasked Estep 
Score: -36081260.000000 Penalty: 6284.467285
	Iteration 110Q: 3 clusters Score -3.608126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 313572 members 
Entering Unmasked Estep 
Score: -36081260.000000 Penalty: 6284.467285
	Iteration 111F: 3 clusters Score -3.608126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 6522 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 8114 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122865 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313572 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 41608 members 
Mstep: Class 17 contains 54415 members 
Mstep: Class 19 contains 51056 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 4569 members 
Entering Unmasked Estep 
Score: -70751680.000000 Penalty: 59629.488281
Splitting cluster 11 changes total score from -70750432.000000 to -70751680.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 13 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -112851.500000 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -112851.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -110885.390625 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -110885.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -111180.718750 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -111180.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -111263.929688 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -111263.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -111302.968750 Penalty: 3451.861816
	Iteration 3Q: 3 clusters Score -111303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -111330.640625 Penalty: 3451.861816
	Iteration 4Q: 3 clusters Score -111330.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111342.046875 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -111342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -111348.117188 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -111348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111353.812500 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -111353.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -111361.242188 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -111361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -111370.078125 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -111370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -111376.914062 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -111376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -111379.078125 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -111379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -111379.078125 Penalty: 3451.861816
	Iteration 12F: 3 clusters Score -111379.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -70528.093750 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -70528.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68893.968750 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -68893.97 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69168.171875 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -69168.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69262.359375 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -69262.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69310.484375 Penalty: 3214.862061
	Iteration 3Q: 3 clusters Score -69310.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69337.632812 Penalty: 3214.862061
	Iteration 4Q: 3 clusters Score -69337.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69375.773438 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -69375.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69447.062500 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -69447.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69497.382812 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -69497.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69525.593750 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -69525.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69540.187500 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -69540.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -69553.601562 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -69553.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69557.765625 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -69557.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69561.406250 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -69561.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -69563.093750 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -69563.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -69564.531250 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -69564.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69567.515625 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -69567.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69567.515625 Penalty: 3214.862061
	Iteration 16F: 3 clusters Score -69567.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Entering Unmasked Estep 
Score: -4648713.500000 Penalty: 2637.739746
	Iteration 0F: 2 clusters Score -4648714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4620394.500000 Penalty: 5275.479492
	Iteration 0F: 3 clusters Score -4620394 nChanged 19011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -4630998.500000 Penalty: 5275.479492
	Iteration 1F: 3 clusters Score -4630998 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -4631496.000000 Penalty: 5275.479492
	Iteration 2Q: 3 clusters Score -4631496 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -4632070.500000 Penalty: 5275.479492
	Iteration 3Q: 3 clusters Score -4632070 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -4632861.000000 Penalty: 5275.479492
	Iteration 4Q: 3 clusters Score -4632861 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -4633964.500000 Penalty: 5275.479492
	Iteration 5F: 3 clusters Score -4633964 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4635585.500000 Penalty: 5275.479492
	Iteration 6F: 3 clusters Score -4635586 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -4638031.000000 Penalty: 5275.479492
	Iteration 7F: 3 clusters Score -4638031 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -4641031.000000 Penalty: 5275.479492
	Iteration 8F: 3 clusters Score -4641031 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -4643692.500000 Penalty: 5275.479492
	Iteration 9F: 3 clusters Score -4643692 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -4645254.000000 Penalty: 5275.479492
	Iteration 10Q: 3 clusters Score -4645254 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -4645931.000000 Penalty: 5275.479492
	Iteration 11Q: 3 clusters Score -4645931 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -4646207.000000 Penalty: 5275.479492
	Iteration 12Q: 3 clusters Score -4646207 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -4646336.000000 Penalty: 5275.479492
	Iteration 13Q: 3 clusters Score -4646336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -4646401.000000 Penalty: 5275.479492
	Iteration 14Q: 3 clusters Score -4646401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -4646437.500000 Penalty: 5275.479492
	Iteration 15Q: 3 clusters Score -4646438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -4646458.000000 Penalty: 5275.479492
	Iteration 16Q: 3 clusters Score -4646458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -4646469.500000 Penalty: 5275.479492
	Iteration 17Q: 3 clusters Score -4646470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -4646479.500000 Penalty: 5275.479492
	Iteration 18Q: 3 clusters Score -4646480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -4646484.000000 Penalty: 5275.479492
	Iteration 19Q: 3 clusters Score -4646484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -4646485.500000 Penalty: 5275.479492
	Iteration 20F: 3 clusters Score -4646486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -4646487.000000 Penalty: 5275.479492
	Iteration 21Q: 3 clusters Score -4646487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -4646491.500000 Penalty: 5275.479492
	Iteration 22Q: 3 clusters Score -4646492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -4646495.000000 Penalty: 5275.479492
	Iteration 23Q: 3 clusters Score -4646495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -4646496.500000 Penalty: 5275.479492
	Iteration 24Q: 3 clusters Score -4646496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -4646499.000000 Penalty: 5275.479492
	Iteration 25Q: 3 clusters Score -4646499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -4646499.000000 Penalty: 5275.479492
	Iteration 26F: 3 clusters Score -4646499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Entering Unmasked Estep 
Score: -6223478.500000 Penalty: 2704.290039
	Iteration 0F: 2 clusters Score -6223478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -6187020.500000 Penalty: 5408.580078
	Iteration 0F: 3 clusters Score -6187020 nChanged 25195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -6201171.000000 Penalty: 5408.580078
	Iteration 1F: 3 clusters Score -6201171 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -6202020.000000 Penalty: 5408.580078
	Iteration 2Q: 3 clusters Score -6202020 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -6203181.000000 Penalty: 5408.580078
	Iteration 3Q: 3 clusters Score -6203181 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -6204771.000000 Penalty: 5408.580078
	Iteration 4F: 3 clusters Score -6204771 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -6207008.500000 Penalty: 5408.580078
	Iteration 5F: 3 clusters Score -6207008 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -6209912.500000 Penalty: 5408.580078
	Iteration 6F: 3 clusters Score -6209912 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -6212897.000000 Penalty: 5408.580078
	Iteration 7F: 3 clusters Score -6212897 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -6215563.000000 Penalty: 5408.580078
	Iteration 8F: 3 clusters Score -6215563 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -6217610.500000 Penalty: 5408.580078
	Iteration 9Q: 3 clusters Score -6217610 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -6219012.500000 Penalty: 5408.580078
	Iteration 10Q: 3 clusters Score -6219012 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -6219808.500000 Penalty: 5408.580078
	Iteration 11Q: 3 clusters Score -6219808 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -6220240.500000 Penalty: 5408.580078
	Iteration 12Q: 3 clusters Score -6220240 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -6220534.500000 Penalty: 5408.580078
	Iteration 13Q: 3 clusters Score -6220534 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -6220694.000000 Penalty: 5408.580078
	Iteration 14Q: 3 clusters Score -6220694 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -6220811.500000 Penalty: 5408.580078
	Iteration 15Q: 3 clusters Score -6220812 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -6220898.000000 Penalty: 5408.580078
	Iteration 16Q: 3 clusters Score -6220898 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -6220980.500000 Penalty: 5408.580078
	Iteration 17Q: 3 clusters Score -6220980 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -6221048.500000 Penalty: 5408.580078
	Iteration 18Q: 3 clusters Score -6221048 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -6221072.000000 Penalty: 5408.580078
	Iteration 19Q: 3 clusters Score -6221072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -6221129.000000 Penalty: 5408.580078
	Iteration 20F: 3 clusters Score -6221129 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -6221144.500000 Penalty: 5408.580078
	Iteration 21Q: 3 clusters Score -6221144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -6221167.500000 Penalty: 5408.580078
	Iteration 22Q: 3 clusters Score -6221168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -6221178.000000 Penalty: 5408.580078
	Iteration 23Q: 3 clusters Score -6221178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -6221179.000000 Penalty: 5408.580078
	Iteration 24Q: 3 clusters Score -6221179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -6221201.000000 Penalty: 5408.580078
	Iteration 25Q: 3 clusters Score -6221201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -6221210.500000 Penalty: 5408.580078
	Iteration 26Q: 3 clusters Score -6221210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -6221216.500000 Penalty: 5408.580078
	Iteration 27Q: 3 clusters Score -6221216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -6221232.000000 Penalty: 5408.580078
	Iteration 28Q: 3 clusters Score -6221232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -6221241.000000 Penalty: 5408.580078
	Iteration 29Q: 3 clusters Score -6221241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -6221234.000000 Penalty: 5408.580078
	Iteration 30Q: 3 clusters Score -6221234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -6221238.500000 Penalty: 5408.580078
	Iteration 31Q: 3 clusters Score -6221238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -6221243.000000 Penalty: 5408.580078
	Iteration 32Q: 3 clusters Score -6221243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -6221238.000000 Penalty: 5408.580078
	Iteration 33Q: 3 clusters Score -6221238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -6221252.500000 Penalty: 5408.580078
	Iteration 34Q: 3 clusters Score -6221252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -6221253.000000 Penalty: 5408.580078
	Iteration 35Q: 3 clusters Score -6221253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -6221249.500000 Penalty: 5408.580078
	Iteration 36Q: 3 clusters Score -6221250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -6221249.000000 Penalty: 5408.580078
	Iteration 37Q: 3 clusters Score -6221249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -6221253.500000 Penalty: 5408.580078
	Iteration 38Q: 3 clusters Score -6221254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -6221259.500000 Penalty: 5408.580078
	Iteration 39Q: 3 clusters Score -6221260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -6221260.500000 Penalty: 5408.580078
	Iteration 40F: 3 clusters Score -6221260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -6221259.000000 Penalty: 5408.580078
	Iteration 41Q: 3 clusters Score -6221259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -6221261.000000 Penalty: 5408.580078
	Iteration 42Q: 3 clusters Score -6221261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -6221268.000000 Penalty: 5408.580078
	Iteration 43Q: 3 clusters Score -6221268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -6221262.500000 Penalty: 5408.580078
	Iteration 44Q: 3 clusters Score -6221262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -6221268.500000 Penalty: 5408.580078
	Iteration 45Q: 3 clusters Score -6221268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -6221267.500000 Penalty: 5408.580078
	Iteration 46Q: 3 clusters Score -6221268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -6221266.500000 Penalty: 5408.580078
	Iteration 47Q: 3 clusters Score -6221266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -6221265.500000 Penalty: 5408.580078
	Iteration 48Q: 3 clusters Score -6221266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -6221264.500000 Penalty: 5408.580078
	Iteration 49Q: 3 clusters Score -6221264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -6221264.500000 Penalty: 5408.580078
	Iteration 50F: 3 clusters Score -6221264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Entering Unmasked Estep 
Score: -5842045.500000 Penalty: 2688.488281
	Iteration 0F: 2 clusters Score -5842046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -5807643.500000 Penalty: 5376.976562
	Iteration 0F: 3 clusters Score -5807644 nChanged 23642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -5821378.500000 Penalty: 5376.976562
	Iteration 1F: 3 clusters Score -5821378 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -5822454.000000 Penalty: 5376.976562
	Iteration 2F: 3 clusters Score -5822454 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -5823784.000000 Penalty: 5376.976562
	Iteration 3F: 3 clusters Score -5823784 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -5825654.500000 Penalty: 5376.976562
	Iteration 4F: 3 clusters Score -5825654 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -5827972.500000 Penalty: 5376.976562
	Iteration 5F: 3 clusters Score -5827972 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -5830598.500000 Penalty: 5376.976562
	Iteration 6F: 3 clusters Score -5830598 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -5833305.000000 Penalty: 5376.976562
	Iteration 7F: 3 clusters Score -5833305 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -5835470.000000 Penalty: 5376.976562
	Iteration 8Q: 3 clusters Score -5835470 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -5836882.500000 Penalty: 5376.976562
	Iteration 9Q: 3 clusters Score -5836882 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -5837565.000000 Penalty: 5376.976562
	Iteration 10Q: 3 clusters Score -5837565 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -5837913.000000 Penalty: 5376.976562
	Iteration 11Q: 3 clusters Score -5837913 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -5838135.500000 Penalty: 5376.976562
	Iteration 12Q: 3 clusters Score -5838136 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -5838329.500000 Penalty: 5376.976562
	Iteration 13Q: 3 clusters Score -5838330 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -5838526.500000 Penalty: 5376.976562
	Iteration 14Q: 3 clusters Score -5838526 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -5838671.000000 Penalty: 5376.976562
	Iteration 15Q: 3 clusters Score -5838671 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -5838862.000000 Penalty: 5376.976562
	Iteration 16Q: 3 clusters Score -5838862 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -5838938.500000 Penalty: 5376.976562
	Iteration 17Q: 3 clusters Score -5838938 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -5839006.000000 Penalty: 5376.976562
	Iteration 18Q: 3 clusters Score -5839006 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -5839115.500000 Penalty: 5376.976562
	Iteration 19Q: 3 clusters Score -5839116 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -5839172.000000 Penalty: 5376.976562
	Iteration 20F: 3 clusters Score -5839172 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -5839268.500000 Penalty: 5376.976562
	Iteration 21Q: 3 clusters Score -5839268 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -5839342.000000 Penalty: 5376.976562
	Iteration 22Q: 3 clusters Score -5839342 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -5839417.500000 Penalty: 5376.976562
	Iteration 23Q: 3 clusters Score -5839418 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -5839451.500000 Penalty: 5376.976562
	Iteration 24Q: 3 clusters Score -5839452 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -5839502.500000 Penalty: 5376.976562
	Iteration 25Q: 3 clusters Score -5839502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -5839535.500000 Penalty: 5376.976562
	Iteration 26Q: 3 clusters Score -5839536 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -5839582.000000 Penalty: 5376.976562
	Iteration 27Q: 3 clusters Score -5839582 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -5839607.500000 Penalty: 5376.976562
	Iteration 28Q: 3 clusters Score -5839608 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -5839641.500000 Penalty: 5376.976562
	Iteration 29Q: 3 clusters Score -5839642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -5839672.500000 Penalty: 5376.976562
	Iteration 30Q: 3 clusters Score -5839672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -5839707.000000 Penalty: 5376.976562
	Iteration 31Q: 3 clusters Score -5839707 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -5839726.000000 Penalty: 5376.976562
	Iteration 32Q: 3 clusters Score -5839726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -5839742.500000 Penalty: 5376.976562
	Iteration 33Q: 3 clusters Score -5839742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -5839750.500000 Penalty: 5376.976562
	Iteration 34Q: 3 clusters Score -5839750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -5839775.000000 Penalty: 5376.976562
	Iteration 35Q: 3 clusters Score -5839775 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -5839776.500000 Penalty: 5376.976562
	Iteration 36Q: 3 clusters Score -5839776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -5839788.000000 Penalty: 5376.976562
	Iteration 37Q: 3 clusters Score -5839788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -5839799.500000 Penalty: 5376.976562
	Iteration 38Q: 3 clusters Score -5839800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -5839807.000000 Penalty: 5376.976562
	Iteration 39Q: 3 clusters Score -5839807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -5839826.000000 Penalty: 5376.976562
	Iteration 40F: 3 clusters Score -5839826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -5839827.000000 Penalty: 5376.976562
	Iteration 41Q: 3 clusters Score -5839827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -5839822.000000 Penalty: 5376.976562
	Iteration 42Q: 3 clusters Score -5839822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -5839820.500000 Penalty: 5376.976562
	Iteration 43Q: 3 clusters Score -5839820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -5839832.500000 Penalty: 5376.976562
	Iteration 44Q: 3 clusters Score -5839832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -5839841.500000 Penalty: 5376.976562
	Iteration 45Q: 3 clusters Score -5839842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -5839855.000000 Penalty: 5376.976562
	Iteration 46Q: 3 clusters Score -5839855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -5839854.000000 Penalty: 5376.976562
	Iteration 47Q: 3 clusters Score -5839854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -5839857.500000 Penalty: 5376.976562
	Iteration 48Q: 3 clusters Score -5839858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -5839858.500000 Penalty: 5376.976562
	Iteration 49Q: 3 clusters Score -5839858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -5839871.500000 Penalty: 5376.976562
	Iteration 50Q: 3 clusters Score -5839872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -5839871.000000 Penalty: 5376.976562
	Iteration 51Q: 3 clusters Score -5839871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -5839872.500000 Penalty: 5376.976562
	Iteration 52Q: 3 clusters Score -5839872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -5839875.000000 Penalty: 5376.976562
	Iteration 53Q: 3 clusters Score -5839875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -5839869.000000 Penalty: 5376.976562
	Iteration 54Q: 3 clusters Score -5839869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -5839882.000000 Penalty: 5376.976562
	Iteration 55Q: 3 clusters Score -5839882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -5839880.500000 Penalty: 5376.976562
	Iteration 56Q: 3 clusters Score -5839880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -5839879.500000 Penalty: 5376.976562
	Iteration 57Q: 3 clusters Score -5839880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -5839883.500000 Penalty: 5376.976562
	Iteration 58Q: 3 clusters Score -5839884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -5839878.000000 Penalty: 5376.976562
	Iteration 59Q: 3 clusters Score -5839878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -5839882.000000 Penalty: 5376.976562
	Iteration 60F: 3 clusters Score -5839882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -5839880.000000 Penalty: 5376.976562
	Iteration 61Q: 3 clusters Score -5839880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -5839886.000000 Penalty: 5376.976562
	Iteration 62Q: 3 clusters Score -5839886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -5839878.500000 Penalty: 5376.976562
	Iteration 63Q: 3 clusters Score -5839878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -5839883.000000 Penalty: 5376.976562
	Iteration 64Q: 3 clusters Score -5839883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -5839882.500000 Penalty: 5376.976562
	Iteration 65Q: 3 clusters Score -5839882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -5839885.500000 Penalty: 5376.976562
	Iteration 66Q: 3 clusters Score -5839886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -5839886.000000 Penalty: 5376.976562
	Iteration 67Q: 3 clusters Score -5839886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -5839887.000000 Penalty: 5376.976562
	Iteration 68Q: 3 clusters Score -5839887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -5839887.000000 Penalty: 5376.976562
	Iteration 69F: 3 clusters Score -5839887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -113416.250000 Penalty: 1720.694580
	Iteration 0F: 2 clusters Score -113416.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -111519.179688 Penalty: 3441.389160
	Iteration 0F: 3 clusters Score -111519.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -111942.921875 Penalty: 3441.389160
	Iteration 1F: 3 clusters Score -111942.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -112227.742188 Penalty: 3441.389160
	Iteration 2F: 3 clusters Score -112227.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -112593.335938 Penalty: 3441.389160
	Iteration 3F: 3 clusters Score -112593.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -113200.140625 Penalty: 3441.389160
	Iteration 4F: 3 clusters Score -113200.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -113455.296875 Penalty: 3441.389160
	Iteration 5F: 3 clusters Score -113455.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -113596.578125 Penalty: 3441.389160
	Iteration 6F: 3 clusters Score -113596.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -113687.429688 Penalty: 3441.389160
	Iteration 7Q: 3 clusters Score -113687.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -113745.898438 Penalty: 3441.389160
	Iteration 8Q: 3 clusters Score -113745.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -113795.539062 Penalty: 3441.389160
	Iteration 9Q: 3 clusters Score -113795.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -113895.421875 Penalty: 3441.389160
	Iteration 10Q: 3 clusters Score -113895.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -113974.703125 Penalty: 3441.389160
	Iteration 11Q: 3 clusters Score -113974.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -113974.703125 Penalty: 3441.389160
	Iteration 12F: 3 clusters Score -113974.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 6522 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 8114 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122865 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313572 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 41608 members 
Mstep: Class 17 contains 54415 members 
Mstep: Class 19 contains 51056 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4569 members 
Entering Unmasked Estep 
Score: -70750552.000000 Penalty: 62942.238281
Splitting cluster 22 changes total score from -70750432.000000 to -70750552.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 23 (4569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Entering Unmasked Estep 
Score: -500279.562500 Penalty: 2089.908203
	Iteration 0F: 2 clusters Score -500279.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -496007.781250 Penalty: 4179.816406
	Iteration 0F: 3 clusters Score -496007.8 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -497138.187500 Penalty: 4179.816406
	Iteration 1F: 3 clusters Score -497138.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -497603.843750 Penalty: 4179.816406
	Iteration 2F: 3 clusters Score -497603.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -497988.625000 Penalty: 4179.816406
	Iteration 3F: 3 clusters Score -497988.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -498256.593750 Penalty: 4179.816406
	Iteration 4F: 3 clusters Score -498256.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -498446.281250 Penalty: 4179.816406
	Iteration 5Q: 3 clusters Score -498446.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -498596.062500 Penalty: 4179.816406
	Iteration 6Q: 3 clusters Score -498596.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -498695.187500 Penalty: 4179.816406
	Iteration 7Q: 3 clusters Score -498695.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -498777.625000 Penalty: 4179.816406
	Iteration 8Q: 3 clusters Score -498777.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -498827.562500 Penalty: 4179.816406
	Iteration 9Q: 3 clusters Score -498827.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -498864.468750 Penalty: 4179.816406
	Iteration 10Q: 3 clusters Score -498864.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -498893.062500 Penalty: 4179.816406
	Iteration 11Q: 3 clusters Score -498893.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -498910.218750 Penalty: 4179.816406
	Iteration 12Q: 3 clusters Score -498910.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -498924.312500 Penalty: 4179.816406
	Iteration 13Q: 3 clusters Score -498924.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -498942.343750 Penalty: 4179.816406
	Iteration 14Q: 3 clusters Score -498942.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -498956.093750 Penalty: 4179.816406
	Iteration 15Q: 3 clusters Score -498956.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -498967.312500 Penalty: 4179.816406
	Iteration 16Q: 3 clusters Score -498967.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -498975.625000 Penalty: 4179.816406
	Iteration 17Q: 3 clusters Score -498975.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -498979.500000 Penalty: 4179.816406
	Iteration 18Q: 3 clusters Score -498979.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -498984.468750 Penalty: 4179.816406
	Iteration 19Q: 3 clusters Score -498984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -498985.375000 Penalty: 4179.816406
	Iteration 20F: 3 clusters Score -498985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -498986.531250 Penalty: 4179.816406
	Iteration 21Q: 3 clusters Score -498986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -498987.406250 Penalty: 4179.816406
	Iteration 22Q: 3 clusters Score -498987.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -498991.843750 Penalty: 4179.816406
	Iteration 23Q: 3 clusters Score -498991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -498995.750000 Penalty: 4179.816406
	Iteration 24Q: 3 clusters Score -498995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -498998.875000 Penalty: 4179.816406
	Iteration 25Q: 3 clusters Score -498998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -498999.187500 Penalty: 4179.816406
	Iteration 26Q: 3 clusters Score -498999.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -499001.812500 Penalty: 4179.816406
	Iteration 27Q: 3 clusters Score -499001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -499002.250000 Penalty: 4179.816406
	Iteration 28Q: 3 clusters Score -499002.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -499002.250000 Penalty: 4179.816406
	Iteration 29F: 3 clusters Score -499002.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 6522 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 8114 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 122865 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 41608 members 
Mstep: Class 17 contains 54415 members 
Mstep: Class 19 contains 51056 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751080.000000 Penalty: 62942.238281
Iteration 119Q: 20 clusters Score -7.075108e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 8166 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123434 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312404 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 1008 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 41558 members 
Mstep: Class 17 contains 54524 members 
Mstep: Class 19 contains 51241 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70751952.000000 Penalty: 62942.238281
Iteration 120F: 20 clusters Score -7.075195e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 6463 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 8197 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123442 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312685 members 
Mstep: Class 11 contains 5128 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 41343 members 
Mstep: Class 17 contains 54272 members 
Mstep: Class 19 contains 51248 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752136.000000 Penalty: 62942.238281
Iteration 121Q: 20 clusters Score -7.075214e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 6434 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 8219 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123477 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312835 members 
Mstep: Class 11 contains 5288 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 976 members 
Mstep: Class 15 contains 663 members 
Mstep: Class 16 contains 41253 members 
Mstep: Class 17 contains 54017 members 
Mstep: Class 19 contains 51261 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752248.000000 Penalty: 62942.238281
Iteration 122Q: 20 clusters Score -7.075225e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 6402 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8229 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123558 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312862 members 
Mstep: Class 11 contains 5455 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 15 contains 671 members 
Mstep: Class 16 contains 41200 members 
Mstep: Class 17 contains 53773 members 
Mstep: Class 19 contains 51302 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752280.000000 Penalty: 62942.238281
Iteration 123Q: 20 clusters Score -7.075228e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 6367 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123630 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312864 members 
Mstep: Class 11 contains 5604 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 41161 members 
Mstep: Class 17 contains 53568 members 
Mstep: Class 19 contains 51354 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752088.000000 Penalty: 62942.238281
Iteration 124Q: 20 clusters Score -7.075209e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 6325 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123687 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312845 members 
Mstep: Class 11 contains 5740 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 41136 members 
Mstep: Class 17 contains 53383 members 
Mstep: Class 19 contains 51421 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752128.000000 Penalty: 62942.238281
Iteration 125Q: 20 clusters Score -7.075213e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 6299 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 8252 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123725 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312833 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 41128 members 
Mstep: Class 17 contains 53209 members 
Mstep: Class 19 contains 51475 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752320.000000 Penalty: 62942.238281
Iteration 126Q: 20 clusters Score -7.075232e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 6263 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123764 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312832 members 
Mstep: Class 11 contains 5970 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 41117 members 
Mstep: Class 17 contains 53052 members 
Mstep: Class 19 contains 51531 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752336.000000 Penalty: 62942.238281
Iteration 127Q: 20 clusters Score -7.075234e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 6229 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123806 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312817 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 41104 members 
Mstep: Class 17 contains 52915 members 
Mstep: Class 19 contains 51579 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752400.000000 Penalty: 62942.238281
Iteration 128Q: 20 clusters Score -7.07524e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 6206 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123858 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312798 members 
Mstep: Class 11 contains 6182 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 41111 members 
Mstep: Class 17 contains 52771 members 
Mstep: Class 19 contains 51614 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752344.000000 Penalty: 62942.238281
Iteration 129Q: 20 clusters Score -7.075234e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123904 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312791 members 
Mstep: Class 11 contains 6275 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 41115 members 
Mstep: Class 17 contains 52619 members 
Mstep: Class 19 contains 51667 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752344.000000 Penalty: 62942.238281
Iteration 130Q: 20 clusters Score -7.075234e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 6155 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123928 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312793 members 
Mstep: Class 11 contains 6366 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 41116 members 
Mstep: Class 17 contains 52483 members 
Mstep: Class 19 contains 51720 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752408.000000 Penalty: 62942.238281
Iteration 131Q: 20 clusters Score -7.075241e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123939 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312819 members 
Mstep: Class 11 contains 6438 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 52355 members 
Mstep: Class 19 contains 51752 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4542 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 20 clusters Score -7.075246e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 6123 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 8258 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 123977 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312820 members 
Mstep: Class 11 contains 6493 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 955 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 41122 members 
Mstep: Class 17 contains 52236 members 
Mstep: Class 19 contains 51782 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4540 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -7.075243e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 6106 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124001 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312817 members 
Mstep: Class 11 contains 6547 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 955 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 41125 members 
Mstep: Class 17 contains 52139 members 
Mstep: Class 19 contains 51818 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
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Iteration 134Q: 20 clusters Score -7.075242e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 6093 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 8257 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124026 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312819 members 
Mstep: Class 11 contains 6609 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 954 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 41124 members 
Mstep: Class 17 contains 52038 members 
Mstep: Class 19 contains 51851 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -7.075245e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 6087 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 8253 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124052 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312820 members 
Mstep: Class 11 contains 6672 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41122 members 
Mstep: Class 17 contains 51945 members 
Mstep: Class 19 contains 51873 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -7.07525e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 6076 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124088 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312817 members 
Mstep: Class 11 contains 6733 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41121 members 
Mstep: Class 17 contains 51846 members 
Mstep: Class 19 contains 51898 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -7.075244e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 6060 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124105 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312844 members 
Mstep: Class 11 contains 6789 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41118 members 
Mstep: Class 17 contains 51743 members 
Mstep: Class 19 contains 51927 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -7.075246e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124139 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312860 members 
Mstep: Class 11 contains 6827 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41118 members 
Mstep: Class 17 contains 51651 members 
Mstep: Class 19 contains 51955 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -7.075238e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124166 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312903 members 
Mstep: Class 11 contains 6852 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41116 members 
Mstep: Class 17 contains 51555 members 
Mstep: Class 19 contains 51978 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 140F: 20 clusters Score -7.075241e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124215 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312900 members 
Mstep: Class 11 contains 6882 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 952 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41116 members 
Mstep: Class 17 contains 51470 members 
Mstep: Class 19 contains 52000 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -7.075233e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 5999 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124247 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312883 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41123 members 
Mstep: Class 17 contains 51403 members 
Mstep: Class 19 contains 52030 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -7.075234e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 5981 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124263 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312891 members 
Mstep: Class 11 contains 6934 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41124 members 
Mstep: Class 17 contains 51339 members 
Mstep: Class 19 contains 52062 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -7.075238e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 5965 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124272 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312920 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41123 members 
Mstep: Class 17 contains 51274 members 
Mstep: Class 19 contains 52088 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 144Q: 20 clusters Score -7.075234e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5947 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124279 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312962 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41126 members 
Mstep: Class 17 contains 51205 members 
Mstep: Class 19 contains 52112 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 145Q: 20 clusters Score -7.075238e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 5939 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124295 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 312990 members 
Mstep: Class 11 contains 6977 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41128 members 
Mstep: Class 17 contains 51132 members 
Mstep: Class 19 contains 52134 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 146Q: 20 clusters Score -7.075237e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 5924 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124302 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313021 members 
Mstep: Class 11 contains 6988 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41127 members 
Mstep: Class 17 contains 51074 members 
Mstep: Class 19 contains 52156 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 147Q: 20 clusters Score -7.075238e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 5911 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124312 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313036 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41127 members 
Mstep: Class 17 contains 51021 members 
Mstep: Class 19 contains 52185 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 148Q: 20 clusters Score -7.075233e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 5898 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124322 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313051 members 
Mstep: Class 11 contains 7013 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41129 members 
Mstep: Class 17 contains 50970 members 
Mstep: Class 19 contains 52208 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 149Q: 20 clusters Score -7.075236e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 5882 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124319 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313079 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41132 members 
Mstep: Class 17 contains 50922 members 
Mstep: Class 19 contains 52230 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 150Q: 20 clusters Score -7.075233e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 5870 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124336 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313100 members 
Mstep: Class 11 contains 7038 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41132 members 
Mstep: Class 17 contains 50865 members 
Mstep: Class 19 contains 52247 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 151Q: 20 clusters Score -7.075235e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 5856 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124352 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313128 members 
Mstep: Class 11 contains 7049 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41133 members 
Mstep: Class 17 contains 50807 members 
Mstep: Class 19 contains 52263 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 152Q: 20 clusters Score -7.075233e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 8247 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124365 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313147 members 
Mstep: Class 11 contains 7060 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41131 members 
Mstep: Class 17 contains 50746 members 
Mstep: Class 19 contains 52289 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 153Q: 20 clusters Score -7.075237e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 5839 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124391 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313160 members 
Mstep: Class 11 contains 7066 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41133 members 
Mstep: Class 17 contains 50679 members 
Mstep: Class 19 contains 52316 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 154Q: 20 clusters Score -7.075234e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 5830 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124418 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313163 members 
Mstep: Class 11 contains 7075 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41135 members 
Mstep: Class 17 contains 50633 members 
Mstep: Class 19 contains 52331 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 155Q: 20 clusters Score -7.07524e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 5824 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124431 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313176 members 
Mstep: Class 11 contains 7085 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41135 members 
Mstep: Class 17 contains 50592 members 
Mstep: Class 19 contains 52341 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 156Q: 20 clusters Score -7.075235e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 5822 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8250 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124439 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313188 members 
Mstep: Class 11 contains 7092 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41135 members 
Mstep: Class 17 contains 50551 members 
Mstep: Class 19 contains 52356 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 157Q: 20 clusters Score -7.075238e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 5819 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124461 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313191 members 
Mstep: Class 11 contains 7099 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41135 members 
Mstep: Class 17 contains 50507 members 
Mstep: Class 19 contains 52371 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
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Iteration 158Q: 20 clusters Score -7.075239e+07 nChanged 94
Entering ConstructFrom: 
Score: -70752392.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (16369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Entering Unmasked Estep 
Score: -1895405.750000 Penalty: 2406.379883
	Iteration 0F: 2 clusters Score -1895406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1883605.375000 Penalty: 4812.759766
	Iteration 0F: 3 clusters Score -1883605 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1887373.500000 Penalty: 4812.759766
	Iteration 1F: 3 clusters Score -1887374 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1887716.000000 Penalty: 4812.759766
	Iteration 2F: 3 clusters Score -1887716 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1887977.375000 Penalty: 4812.759766
	Iteration 3Q: 3 clusters Score -1887977 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1888184.000000 Penalty: 4812.759766
	Iteration 4Q: 3 clusters Score -1888184 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1888360.625000 Penalty: 4812.759766
	Iteration 5Q: 3 clusters Score -1888361 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1888552.250000 Penalty: 4812.759766
	Iteration 6Q: 3 clusters Score -1888552 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1888734.375000 Penalty: 4812.759766
	Iteration 7Q: 3 clusters Score -1888734 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1888914.000000 Penalty: 4812.759766
	Iteration 8Q: 3 clusters Score -1888914 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1889115.750000 Penalty: 4812.759766
	Iteration 9Q: 3 clusters Score -1889116 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1889339.375000 Penalty: 4812.759766
	Iteration 10Q: 3 clusters Score -1889339 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1889634.750000 Penalty: 4812.759766
	Iteration 11Q: 3 clusters Score -1889635 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1890023.250000 Penalty: 4812.759766
	Iteration 12Q: 3 clusters Score -1890023 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1890487.625000 Penalty: 4812.759766
	Iteration 13Q: 3 clusters Score -1890488 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1890986.875000 Penalty: 4812.759766
	Iteration 14Q: 3 clusters Score -1890987 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1891415.875000 Penalty: 4812.759766
	Iteration 15Q: 3 clusters Score -1891416 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1891761.750000 Penalty: 4812.759766
	Iteration 16Q: 3 clusters Score -1891762 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1892020.375000 Penalty: 4812.759766
	Iteration 17Q: 3 clusters Score -1892020 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1892257.000000 Penalty: 4812.759766
	Iteration 18Q: 3 clusters Score -1892257 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1892455.750000 Penalty: 4812.759766
	Iteration 19Q: 3 clusters Score -1892456 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1892636.000000 Penalty: 4812.759766
	Iteration 20F: 3 clusters Score -1892636 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1892816.875000 Penalty: 4812.759766
	Iteration 21Q: 3 clusters Score -1892817 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1892947.000000 Penalty: 4812.759766
	Iteration 22Q: 3 clusters Score -1892947 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1893025.000000 Penalty: 4812.759766
	Iteration 23Q: 3 clusters Score -1893025 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1893085.000000 Penalty: 4812.759766
	Iteration 24Q: 3 clusters Score -1893085 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1893127.000000 Penalty: 4812.759766
	Iteration 25Q: 3 clusters Score -1893127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1893165.625000 Penalty: 4812.759766
	Iteration 26Q: 3 clusters Score -1893166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1893194.875000 Penalty: 4812.759766
	Iteration 27Q: 3 clusters Score -1893195 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1893216.125000 Penalty: 4812.759766
	Iteration 28Q: 3 clusters Score -1893216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1893228.375000 Penalty: 4812.759766
	Iteration 29Q: 3 clusters Score -1893228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1893243.250000 Penalty: 4812.759766
	Iteration 30Q: 3 clusters Score -1893243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1893254.250000 Penalty: 4812.759766
	Iteration 31Q: 3 clusters Score -1893254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1893254.625000 Penalty: 4812.759766
	Iteration 32Q: 3 clusters Score -1893255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1893259.375000 Penalty: 4812.759766
	Iteration 33Q: 3 clusters Score -1893259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1893263.250000 Penalty: 4812.759766
	Iteration 34Q: 3 clusters Score -1893263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1893265.375000 Penalty: 4812.759766
	Iteration 35Q: 3 clusters Score -1893265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1893268.500000 Penalty: 4812.759766
	Iteration 36Q: 3 clusters Score -1893268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1893268.750000 Penalty: 4812.759766
	Iteration 37Q: 3 clusters Score -1893269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1893269.750000 Penalty: 4812.759766
	Iteration 38Q: 3 clusters Score -1893270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1893271.750000 Penalty: 4812.759766
	Iteration 39Q: 3 clusters Score -1893272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1893271.750000 Penalty: 4812.759766
	Iteration 40F: 3 clusters Score -1893272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Entering Unmasked Estep 
Score: -643213.250000 Penalty: 2149.797852
	Iteration 0F: 2 clusters Score -643213.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -638268.375000 Penalty: 4299.595703
	Iteration 0F: 3 clusters Score -638268.4 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -639533.375000 Penalty: 4299.595703
	Iteration 1F: 3 clusters Score -639533.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -639765.875000 Penalty: 4299.595703
	Iteration 2F: 3 clusters Score -639765.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -639897.750000 Penalty: 4299.595703
	Iteration 3Q: 3 clusters Score -639897.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -639988.812500 Penalty: 4299.595703
	Iteration 4Q: 3 clusters Score -639988.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -640062.812500 Penalty: 4299.595703
	Iteration 5Q: 3 clusters Score -640062.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -640116.812500 Penalty: 4299.595703
	Iteration 6Q: 3 clusters Score -640116.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -640163.812500 Penalty: 4299.595703
	Iteration 7Q: 3 clusters Score -640163.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -640198.500000 Penalty: 4299.595703
	Iteration 8Q: 3 clusters Score -640198.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -640227.562500 Penalty: 4299.595703
	Iteration 9Q: 3 clusters Score -640227.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -640248.812500 Penalty: 4299.595703
	Iteration 10Q: 3 clusters Score -640248.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -640270.312500 Penalty: 4299.595703
	Iteration 11Q: 3 clusters Score -640270.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -640290.750000 Penalty: 4299.595703
	Iteration 12Q: 3 clusters Score -640290.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -640308.875000 Penalty: 4299.595703
	Iteration 13Q: 3 clusters Score -640308.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -640325.750000 Penalty: 4299.595703
	Iteration 14Q: 3 clusters Score -640325.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -640340.437500 Penalty: 4299.595703
	Iteration 15Q: 3 clusters Score -640340.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -640354.562500 Penalty: 4299.595703
	Iteration 16Q: 3 clusters Score -640354.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -640369.125000 Penalty: 4299.595703
	Iteration 17Q: 3 clusters Score -640369.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -640381.375000 Penalty: 4299.595703
	Iteration 18Q: 3 clusters Score -640381.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -640393.375000 Penalty: 4299.595703
	Iteration 19Q: 3 clusters Score -640393.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -640404.750000 Penalty: 4299.595703
	Iteration 20F: 3 clusters Score -640404.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -640414.312500 Penalty: 4299.595703
	Iteration 21Q: 3 clusters Score -640414.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -640426.125000 Penalty: 4299.595703
	Iteration 22Q: 3 clusters Score -640426.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -640431.687500 Penalty: 4299.595703
	Iteration 23Q: 3 clusters Score -640431.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -640435.062500 Penalty: 4299.595703
	Iteration 24Q: 3 clusters Score -640435.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -640440.125000 Penalty: 4299.595703
	Iteration 25Q: 3 clusters Score -640440.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -640447.250000 Penalty: 4299.595703
	Iteration 26Q: 3 clusters Score -640447.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -640450.875000 Penalty: 4299.595703
	Iteration 27Q: 3 clusters Score -640450.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -640458.000000 Penalty: 4299.595703
	Iteration 28Q: 3 clusters Score -640458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -640466.375000 Penalty: 4299.595703
	Iteration 29Q: 3 clusters Score -640466.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -640473.750000 Penalty: 4299.595703
	Iteration 30Q: 3 clusters Score -640473.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -640480.187500 Penalty: 4299.595703
	Iteration 31Q: 3 clusters Score -640480.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -640488.875000 Penalty: 4299.595703
	Iteration 32Q: 3 clusters Score -640488.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -640497.125000 Penalty: 4299.595703
	Iteration 33Q: 3 clusters Score -640497.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -640508.812500 Penalty: 4299.595703
	Iteration 34Q: 3 clusters Score -640508.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -640517.937500 Penalty: 4299.595703
	Iteration 35Q: 3 clusters Score -640517.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -640524.375000 Penalty: 4299.595703
	Iteration 36Q: 3 clusters Score -640524.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -640535.187500 Penalty: 4299.595703
	Iteration 37Q: 3 clusters Score -640535.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -640543.375000 Penalty: 4299.595703
	Iteration 38Q: 3 clusters Score -640543.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -640552.125000 Penalty: 4299.595703
	Iteration 39Q: 3 clusters Score -640552.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -640560.562500 Penalty: 4299.595703
	Iteration 40F: 3 clusters Score -640560.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -640565.875000 Penalty: 4299.595703
	Iteration 41Q: 3 clusters Score -640565.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -640572.125000 Penalty: 4299.595703
	Iteration 42Q: 3 clusters Score -640572.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -640579.437500 Penalty: 4299.595703
	Iteration 43Q: 3 clusters Score -640579.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -640583.312500 Penalty: 4299.595703
	Iteration 44Q: 3 clusters Score -640583.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -640590.875000 Penalty: 4299.595703
	Iteration 45Q: 3 clusters Score -640590.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -640602.125000 Penalty: 4299.595703
	Iteration 46Q: 3 clusters Score -640602.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -640616.375000 Penalty: 4299.595703
	Iteration 47Q: 3 clusters Score -640616.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -640624.187500 Penalty: 4299.595703
	Iteration 48Q: 3 clusters Score -640624.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -640632.875000 Penalty: 4299.595703
	Iteration 49Q: 3 clusters Score -640632.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -640640.875000 Penalty: 4299.595703
	Iteration 50Q: 3 clusters Score -640640.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -640648.125000 Penalty: 4299.595703
	Iteration 51Q: 3 clusters Score -640648.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -640655.500000 Penalty: 4299.595703
	Iteration 52Q: 3 clusters Score -640655.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -640660.687500 Penalty: 4299.595703
	Iteration 53Q: 3 clusters Score -640660.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -640667.937500 Penalty: 4299.595703
	Iteration 54Q: 3 clusters Score -640667.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -640674.562500 Penalty: 4299.595703
	Iteration 55Q: 3 clusters Score -640674.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -640684.500000 Penalty: 4299.595703
	Iteration 56Q: 3 clusters Score -640684.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -640693.125000 Penalty: 4299.595703
	Iteration 57Q: 3 clusters Score -640693.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -640699.000000 Penalty: 4299.595703
	Iteration 58Q: 3 clusters Score -640699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -640703.187500 Penalty: 4299.595703
	Iteration 59Q: 3 clusters Score -640703.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -640705.250000 Penalty: 4299.595703
	Iteration 60F: 3 clusters Score -640705.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -640714.312500 Penalty: 4299.595703
	Iteration 61Q: 3 clusters Score -640714.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -640720.437500 Penalty: 4299.595703
	Iteration 62Q: 3 clusters Score -640720.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -640727.312500 Penalty: 4299.595703
	Iteration 63Q: 3 clusters Score -640727.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -640732.562500 Penalty: 4299.595703
	Iteration 64Q: 3 clusters Score -640732.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -640737.625000 Penalty: 4299.595703
	Iteration 65Q: 3 clusters Score -640737.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -640742.250000 Penalty: 4299.595703
	Iteration 66Q: 3 clusters Score -640742.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -640746.375000 Penalty: 4299.595703
	Iteration 67Q: 3 clusters Score -640746.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -640753.000000 Penalty: 4299.595703
	Iteration 68Q: 3 clusters Score -640753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -640760.125000 Penalty: 4299.595703
	Iteration 69Q: 3 clusters Score -640760.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -640765.937500 Penalty: 4299.595703
	Iteration 70Q: 3 clusters Score -640765.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -640768.812500 Penalty: 4299.595703
	Iteration 71Q: 3 clusters Score -640768.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -640775.062500 Penalty: 4299.595703
	Iteration 72Q: 3 clusters Score -640775.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -640786.437500 Penalty: 4299.595703
	Iteration 73Q: 3 clusters Score -640786.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -640797.500000 Penalty: 4299.595703
	Iteration 74Q: 3 clusters Score -640797.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -640810.000000 Penalty: 4299.595703
	Iteration 75Q: 3 clusters Score -640810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -640834.250000 Penalty: 4299.595703
	Iteration 76Q: 3 clusters Score -640834.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -640857.000000 Penalty: 4299.595703
	Iteration 77Q: 3 clusters Score -640857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -640885.375000 Penalty: 4299.595703
	Iteration 78Q: 3 clusters Score -640885.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -640909.187500 Penalty: 4299.595703
	Iteration 79Q: 3 clusters Score -640909.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -640932.687500 Penalty: 4299.595703
	Iteration 80F: 3 clusters Score -640932.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -640952.562500 Penalty: 4299.595703
	Iteration 81Q: 3 clusters Score -640952.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -640977.937500 Penalty: 4299.595703
	Iteration 82Q: 3 clusters Score -640977.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -641006.562500 Penalty: 4299.595703
	Iteration 83Q: 3 clusters Score -641006.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -641034.125000 Penalty: 4299.595703
	Iteration 84Q: 3 clusters Score -641034.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -641068.500000 Penalty: 4299.595703
	Iteration 85Q: 3 clusters Score -641068.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -641086.625000 Penalty: 4299.595703
	Iteration 86Q: 3 clusters Score -641086.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -641106.750000 Penalty: 4299.595703
	Iteration 87Q: 3 clusters Score -641106.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -641127.125000 Penalty: 4299.595703
	Iteration 88Q: 3 clusters Score -641127.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -641151.125000 Penalty: 4299.595703
	Iteration 89Q: 3 clusters Score -641151.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -641173.187500 Penalty: 4299.595703
	Iteration 90Q: 3 clusters Score -641173.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -641193.375000 Penalty: 4299.595703
	Iteration 91Q: 3 clusters Score -641193.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -641210.937500 Penalty: 4299.595703
	Iteration 92Q: 3 clusters Score -641210.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -641232.250000 Penalty: 4299.595703
	Iteration 93Q: 3 clusters Score -641232.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -641258.000000 Penalty: 4299.595703
	Iteration 94Q: 3 clusters Score -641258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -641280.000000 Penalty: 4299.595703
	Iteration 95Q: 3 clusters Score -641280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -641299.062500 Penalty: 4299.595703
	Iteration 96Q: 3 clusters Score -641299.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -641316.562500 Penalty: 4299.595703
	Iteration 97Q: 3 clusters Score -641316.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -641330.625000 Penalty: 4299.595703
	Iteration 98Q: 3 clusters Score -641330.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -641342.062500 Penalty: 4299.595703
	Iteration 99Q: 3 clusters Score -641342.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -641348.875000 Penalty: 4299.595703
	Iteration 100F: 3 clusters Score -641348.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -641360.000000 Penalty: 4299.595703
	Iteration 101Q: 3 clusters Score -641360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -641366.375000 Penalty: 4299.595703
	Iteration 102Q: 3 clusters Score -641366.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -641370.750000 Penalty: 4299.595703
	Iteration 103Q: 3 clusters Score -641370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -641376.875000 Penalty: 4299.595703
	Iteration 104Q: 3 clusters Score -641376.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -641382.062500 Penalty: 4299.595703
	Iteration 105Q: 3 clusters Score -641382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -641382.937500 Penalty: 4299.595703
	Iteration 106Q: 3 clusters Score -641382.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -641385.562500 Penalty: 4299.595703
	Iteration 107Q: 3 clusters Score -641385.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -641387.250000 Penalty: 4299.595703
	Iteration 108Q: 3 clusters Score -641387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -641389.125000 Penalty: 4299.595703
	Iteration 109Q: 3 clusters Score -641389.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -641393.687500 Penalty: 4299.595703
	Iteration 110Q: 3 clusters Score -641393.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -641394.625000 Penalty: 4299.595703
	Iteration 111Q: 3 clusters Score -641394.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -641397.437500 Penalty: 4299.595703
	Iteration 112Q: 3 clusters Score -641397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -641398.937500 Penalty: 4299.595703
	Iteration 113Q: 3 clusters Score -641398.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -641400.562500 Penalty: 4299.595703
	Iteration 114Q: 3 clusters Score -641400.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -641401.812500 Penalty: 4299.595703
	Iteration 115Q: 3 clusters Score -641401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -641402.875000 Penalty: 4299.595703
	Iteration 116Q: 3 clusters Score -641402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -641403.750000 Penalty: 4299.595703
	Iteration 117Q: 3 clusters Score -641403.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -641404.125000 Penalty: 4299.595703
	Iteration 118Q: 3 clusters Score -641404.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -641407.125000 Penalty: 4299.595703
	Iteration 119Q: 3 clusters Score -641407.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -641407.125000 Penalty: 4299.595703
	Iteration 120F: 3 clusters Score -641407.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -121660.148438 Penalty: 1732.439209
	Iteration 0F: 2 clusters Score -121660.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119659.101562 Penalty: 3464.878418
	Iteration 0F: 3 clusters Score -119659.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119932.015625 Penalty: 3464.878418
	Iteration 1F: 3 clusters Score -119932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -120016.554688 Penalty: 3464.878418
	Iteration 2F: 3 clusters Score -120016.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -120064.398438 Penalty: 3464.878418
	Iteration 3Q: 3 clusters Score -120064.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -120096.226562 Penalty: 3464.878418
	Iteration 4Q: 3 clusters Score -120096.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -120113.796875 Penalty: 3464.878418
	Iteration 5Q: 3 clusters Score -120113.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -120131.531250 Penalty: 3464.878418
	Iteration 6Q: 3 clusters Score -120131.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -120141.523438 Penalty: 3464.878418
	Iteration 7Q: 3 clusters Score -120141.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -120143.609375 Penalty: 3464.878418
	Iteration 8Q: 3 clusters Score -120143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120148.406250 Penalty: 3464.878418
	Iteration 9Q: 3 clusters Score -120148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120149.726562 Penalty: 3464.878418
	Iteration 10Q: 3 clusters Score -120149.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120149.726562 Penalty: 3464.878418
	Iteration 11F: 3 clusters Score -120149.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -171897.828125 Penalty: 1827.973267
	Iteration 0F: 2 clusters Score -171897.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -169572.703125 Penalty: 3655.946533
	Iteration 0F: 3 clusters Score -169572.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -169957.859375 Penalty: 3655.946533
	Iteration 1F: 3 clusters Score -169957.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -170076.484375 Penalty: 3655.946533
	Iteration 2F: 3 clusters Score -170076.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -170156.609375 Penalty: 3655.946533
	Iteration 3Q: 3 clusters Score -170156.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -170214.015625 Penalty: 3655.946533
	Iteration 4Q: 3 clusters Score -170214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -170259.515625 Penalty: 3655.946533
	Iteration 5Q: 3 clusters Score -170259.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -170277.453125 Penalty: 3655.946533
	Iteration 6Q: 3 clusters Score -170277.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -170292.125000 Penalty: 3655.946533
	Iteration 7Q: 3 clusters Score -170292.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -170300.031250 Penalty: 3655.946533
	Iteration 8Q: 3 clusters Score -170300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -170311.671875 Penalty: 3655.946533
	Iteration 9Q: 3 clusters Score -170311.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -170324.984375 Penalty: 3655.946533
	Iteration 10Q: 3 clusters Score -170325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -170335.031250 Penalty: 3655.946533
	Iteration 11Q: 3 clusters Score -170335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -170345.812500 Penalty: 3655.946533
	Iteration 12Q: 3 clusters Score -170345.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -170362.562500 Penalty: 3655.946533
	Iteration 13Q: 3 clusters Score -170362.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -170380.859375 Penalty: 3655.946533
	Iteration 14Q: 3 clusters Score -170380.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -170398.671875 Penalty: 3655.946533
	Iteration 15Q: 3 clusters Score -170398.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -170415.046875 Penalty: 3655.946533
	Iteration 16Q: 3 clusters Score -170415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -170426.390625 Penalty: 3655.946533
	Iteration 17Q: 3 clusters Score -170426.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -170441.046875 Penalty: 3655.946533
	Iteration 18Q: 3 clusters Score -170441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -170447.656250 Penalty: 3655.946533
	Iteration 19Q: 3 clusters Score -170447.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -170453.671875 Penalty: 3655.946533
	Iteration 20F: 3 clusters Score -170453.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -170457.765625 Penalty: 3655.946533
	Iteration 21Q: 3 clusters Score -170457.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -170460.453125 Penalty: 3655.946533
	Iteration 22Q: 3 clusters Score -170460.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -170462.687500 Penalty: 3655.946533
	Iteration 23Q: 3 clusters Score -170462.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -170465.031250 Penalty: 3655.946533
	Iteration 24Q: 3 clusters Score -170465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -170465.031250 Penalty: 3655.946533
	Iteration 25F: 3 clusters Score -170465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Entering Unmasked Estep 
Score: -950554.437500 Penalty: 2236.486084
	Iteration 0F: 2 clusters Score -950554.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -944134.000000 Penalty: 4472.972168
	Iteration 0F: 3 clusters Score -944134 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -946255.687500 Penalty: 4472.972168
	Iteration 1F: 3 clusters Score -946255.7 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -947022.312500 Penalty: 4472.972168
	Iteration 2F: 3 clusters Score -947022.3 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -947672.062500 Penalty: 4472.972168
	Iteration 3F: 3 clusters Score -947672.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -948275.500000 Penalty: 4472.972168
	Iteration 4F: 3 clusters Score -948275.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -948779.687500 Penalty: 4472.972168
	Iteration 5F: 3 clusters Score -948779.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -949201.437500 Penalty: 4472.972168
	Iteration 6F: 3 clusters Score -949201.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -949524.875000 Penalty: 4472.972168
	Iteration 7Q: 3 clusters Score -949524.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -949758.937500 Penalty: 4472.972168
	Iteration 8Q: 3 clusters Score -949758.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -949896.875000 Penalty: 4472.972168
	Iteration 9Q: 3 clusters Score -949896.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -950003.437500 Penalty: 4472.972168
	Iteration 10Q: 3 clusters Score -950003.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -950068.562500 Penalty: 4472.972168
	Iteration 11Q: 3 clusters Score -950068.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -950103.187500 Penalty: 4472.972168
	Iteration 12Q: 3 clusters Score -950103.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -950126.687500 Penalty: 4472.972168
	Iteration 13Q: 3 clusters Score -950126.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -950146.625000 Penalty: 4472.972168
	Iteration 14Q: 3 clusters Score -950146.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -950156.937500 Penalty: 4472.972168
	Iteration 15Q: 3 clusters Score -950156.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -950165.937500 Penalty: 4472.972168
	Iteration 16Q: 3 clusters Score -950165.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -950170.875000 Penalty: 4472.972168
	Iteration 17Q: 3 clusters Score -950170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -950176.812500 Penalty: 4472.972168
	Iteration 18Q: 3 clusters Score -950176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -950182.375000 Penalty: 4472.972168
	Iteration 19Q: 3 clusters Score -950182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -950185.000000 Penalty: 4472.972168
	Iteration 20F: 3 clusters Score -950185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -950186.375000 Penalty: 4472.972168
	Iteration 21Q: 3 clusters Score -950186.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -950187.687500 Penalty: 4472.972168
	Iteration 22Q: 3 clusters Score -950187.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -950190.062500 Penalty: 4472.972168
	Iteration 23Q: 3 clusters Score -950190.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -950190.687500 Penalty: 4472.972168
	Iteration 24Q: 3 clusters Score -950190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -950194.000000 Penalty: 4472.972168
	Iteration 25Q: 3 clusters Score -950194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -950195.562500 Penalty: 4472.972168
	Iteration 26Q: 3 clusters Score -950195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -950196.125000 Penalty: 4472.972168
	Iteration 27Q: 3 clusters Score -950196.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -950197.500000 Penalty: 4472.972168
	Iteration 28Q: 3 clusters Score -950197.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -950197.625000 Penalty: 4472.972168
	Iteration 29Q: 3 clusters Score -950197.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -950197.625000 Penalty: 4472.972168
	Iteration 30F: 3 clusters Score -950197.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -124663.414062 Penalty: 1781.787964
	Iteration 0F: 2 clusters Score -124663.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -122679.664062 Penalty: 3563.575928
	Iteration 0F: 3 clusters Score -122679.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -123559.210938 Penalty: 3563.575928
	Iteration 1F: 3 clusters Score -123559.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -123973.187500 Penalty: 3563.575928
	Iteration 2F: 3 clusters Score -123973.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -124303.953125 Penalty: 3563.575928
	Iteration 3F: 3 clusters Score -124304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -124479.085938 Penalty: 3563.575928
	Iteration 4Q: 3 clusters Score -124479.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -124596.796875 Penalty: 3563.575928
	Iteration 5Q: 3 clusters Score -124596.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -124743.945312 Penalty: 3563.575928
	Iteration 6Q: 3 clusters Score -124743.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -124913.289062 Penalty: 3563.575928
	Iteration 7Q: 3 clusters Score -124913.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -124989.007812 Penalty: 3563.575928
	Iteration 8Q: 3 clusters Score -124989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -125083.859375 Penalty: 3563.575928
	Iteration 9Q: 3 clusters Score -125083.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125281.578125 Penalty: 3563.575928
	Iteration 10Q: 3 clusters Score -125281.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -125666.687500 Penalty: 3563.575928
	Iteration 11Q: 3 clusters Score -125666.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125717.890625 Penalty: 3563.575928
	Iteration 12Q: 3 clusters Score -125717.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125747.445312 Penalty: 3563.575928
	Iteration 13Q: 3 clusters Score -125747.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -125791.593750 Penalty: 3563.575928
	Iteration 14Q: 3 clusters Score -125791.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125863.062500 Penalty: 3563.575928
	Iteration 15Q: 3 clusters Score -125863.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -125928.632812 Penalty: 3563.575928
	Iteration 16Q: 3 clusters Score -125928.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -126024.140625 Penalty: 3563.575928
	Iteration 17Q: 3 clusters Score -126024.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -126116.828125 Penalty: 3563.575928
	Iteration 18Q: 3 clusters Score -126116.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -126198.859375 Penalty: 3563.575928
	Iteration 19Q: 3 clusters Score -126198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -126254.773438 Penalty: 3563.575928
	Iteration 20F: 3 clusters Score -126254.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -126336.953125 Penalty: 3563.575928
	Iteration 21Q: 3 clusters Score -126337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126381.789062 Penalty: 3563.575928
	Iteration 22Q: 3 clusters Score -126381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -126390.414062 Penalty: 3563.575928
	Iteration 23Q: 3 clusters Score -126390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -126390.414062 Penalty: 3563.575928
	Iteration 24F: 3 clusters Score -126390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124479 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313202 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41135 members 
Mstep: Class 17 contains 50460 members 
Mstep: Class 19 contains 52387 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
Score: -70752480.000000 Penalty: 66254.992188
Splitting cluster 6 changes total score from -70752392.000000 to -70752480.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 7 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -106860.210938 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -106860.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -104969.390625 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -104969.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -105614.921875 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -105614.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -106157.593750 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -106157.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -106710.156250 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -106710.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -106962.203125 Penalty: 3482.014648
	Iteration 4F: 3 clusters Score -106962.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -107078.539062 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -107078.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -107133.757812 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -107133.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -107189.593750 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -107189.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -107204.570312 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -107204.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -107217.500000 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -107217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -107232.953125 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -107233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -107245.398438 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -107245.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -107251.093750 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -107251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -107258.937500 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -107258.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -107269.906250 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -107269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -107279.992188 Penalty: 3482.014648
	Iteration 15Q: 3 clusters Score -107280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -107286.640625 Penalty: 3482.014648
	Iteration 16Q: 3 clusters Score -107286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -107293.796875 Penalty: 3482.014648
	Iteration 17Q: 3 clusters Score -107293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -107298.140625 Penalty: 3482.014648
	Iteration 18Q: 3 clusters Score -107298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -107299.257812 Penalty: 3482.014648
	Iteration 19Q: 3 clusters Score -107299.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -107299.257812 Penalty: 3482.014648
	Iteration 20F: 3 clusters Score -107299.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 407 members 
Mstep: Class 8 contains 124479 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313202 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41135 members 
Mstep: Class 17 contains 50460 members 
Mstep: Class 18 contains 712 members 
Mstep: Class 19 contains 52387 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
Score: -70751368.000000 Penalty: 69567.734375
Splitting cluster 7 changes total score from -70752392.000000 to -70751368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (124479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124479 members 
Entering Unmasked Estep 
Score: -14144920.000000 Penalty: 2909.509277
	Iteration 0F: 2 clusters Score -1.414492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -14062545.000000 Penalty: 5819.018555
	Iteration 0F: 3 clusters Score -1.406254e+07 nChanged 59266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -14096782.000000 Penalty: 5819.018555
	Iteration 1F: 3 clusters Score -1.409678e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -14098133.000000 Penalty: 5819.018555
	Iteration 2Q: 3 clusters Score -1.409813e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -14099632.000000 Penalty: 5819.018555
	Iteration 3Q: 3 clusters Score -1.409963e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72892 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -14101833.000000 Penalty: 5819.018555
	Iteration 4Q: 3 clusters Score -1.410183e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -14105240.000000 Penalty: 5819.018555
	Iteration 5F: 3 clusters Score -1.410524e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -14110409.000000 Penalty: 5819.018555
	Iteration 6F: 3 clusters Score -1.411041e+07 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -14117969.000000 Penalty: 5819.018555
	Iteration 7F: 3 clusters Score -1.411797e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -14126118.000000 Penalty: 5819.018555
	Iteration 8F: 3 clusters Score -1.412612e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109649 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -14132548.000000 Penalty: 5819.018555
	Iteration 9F: 3 clusters Score -1.413255e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114066 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -14136454.000000 Penalty: 5819.018555
	Iteration 10Q: 3 clusters Score -1.413645e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116793 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -14138757.000000 Penalty: 5819.018555
	Iteration 11Q: 3 clusters Score -1.413876e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118569 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -14139984.000000 Penalty: 5819.018555
	Iteration 12Q: 3 clusters Score -1.413998e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119783 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -14140775.000000 Penalty: 5819.018555
	Iteration 13Q: 3 clusters Score -1.414078e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120685 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -14141297.000000 Penalty: 5819.018555
	Iteration 14Q: 3 clusters Score -1.41413e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121307 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -14141613.000000 Penalty: 5819.018555
	Iteration 15Q: 3 clusters Score -1.414161e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121777 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -14141825.000000 Penalty: 5819.018555
	Iteration 16Q: 3 clusters Score -1.414182e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122125 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -14141995.000000 Penalty: 5819.018555
	Iteration 17Q: 3 clusters Score -1.4142e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122383 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -14142130.000000 Penalty: 5819.018555
	Iteration 18Q: 3 clusters Score -1.414213e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122565 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -14142216.000000 Penalty: 5819.018555
	Iteration 19Q: 3 clusters Score -1.414222e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122701 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -14142301.000000 Penalty: 5819.018555
	Iteration 20F: 3 clusters Score -1.41423e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122812 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -14142304.000000 Penalty: 5819.018555
	Iteration 21Q: 3 clusters Score -1.41423e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122895 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -14142314.000000 Penalty: 5819.018555
	Iteration 22Q: 3 clusters Score -1.414231e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122960 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -14142353.000000 Penalty: 5819.018555
	Iteration 23Q: 3 clusters Score -1.414235e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123023 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -14142393.000000 Penalty: 5819.018555
	Iteration 24Q: 3 clusters Score -1.414239e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123058 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -14142404.000000 Penalty: 5819.018555
	Iteration 25Q: 3 clusters Score -1.41424e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123086 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -14142410.000000 Penalty: 5819.018555
	Iteration 26Q: 3 clusters Score -1.414241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123110 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -14142421.000000 Penalty: 5819.018555
	Iteration 27Q: 3 clusters Score -1.414242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123129 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -14142419.000000 Penalty: 5819.018555
	Iteration 28Q: 3 clusters Score -1.414242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123145 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14142410.000000 Penalty: 5819.018555
	Iteration 29Q: 3 clusters Score -1.414241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123163 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -14142441.000000 Penalty: 5819.018555
	Iteration 30Q: 3 clusters Score -1.414244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123178 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -14142453.000000 Penalty: 5819.018555
	Iteration 31Q: 3 clusters Score -1.414245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123187 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -14142467.000000 Penalty: 5819.018555
	Iteration 32Q: 3 clusters Score -1.414247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123199 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -14142468.000000 Penalty: 5819.018555
	Iteration 33Q: 3 clusters Score -1.414247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123211 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -14142484.000000 Penalty: 5819.018555
	Iteration 34Q: 3 clusters Score -1.414248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -14142478.000000 Penalty: 5819.018555
	Iteration 35Q: 3 clusters Score -1.414248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123242 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -14142494.000000 Penalty: 5819.018555
	Iteration 36Q: 3 clusters Score -1.414249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123252 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -14142504.000000 Penalty: 5819.018555
	Iteration 37Q: 3 clusters Score -1.41425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123265 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -14142521.000000 Penalty: 5819.018555
	Iteration 38Q: 3 clusters Score -1.414252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123276 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -14142517.000000 Penalty: 5819.018555
	Iteration 39Q: 3 clusters Score -1.414252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123285 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -14142521.000000 Penalty: 5819.018555
	Iteration 40F: 3 clusters Score -1.414252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123294 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -14142519.000000 Penalty: 5819.018555
	Iteration 41Q: 3 clusters Score -1.414252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123301 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -14142516.000000 Penalty: 5819.018555
	Iteration 42Q: 3 clusters Score -1.414252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123309 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -14142518.000000 Penalty: 5819.018555
	Iteration 43Q: 3 clusters Score -1.414252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123316 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -14142524.000000 Penalty: 5819.018555
	Iteration 44Q: 3 clusters Score -1.414252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123323 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -14142529.000000 Penalty: 5819.018555
	Iteration 45Q: 3 clusters Score -1.414253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123332 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -14142530.000000 Penalty: 5819.018555
	Iteration 46Q: 3 clusters Score -1.414253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123335 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -14142532.000000 Penalty: 5819.018555
	Iteration 47Q: 3 clusters Score -1.414253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123342 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -14142530.000000 Penalty: 5819.018555
	Iteration 48Q: 3 clusters Score -1.414253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123352 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -14142532.000000 Penalty: 5819.018555
	Iteration 49Q: 3 clusters Score -1.414253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123357 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -14142549.000000 Penalty: 5819.018555
	Iteration 50Q: 3 clusters Score -1.414255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -14142550.000000 Penalty: 5819.018555
	Iteration 51Q: 3 clusters Score -1.414255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123377 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -14142548.000000 Penalty: 5819.018555
	Iteration 52Q: 3 clusters Score -1.414255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123388 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -14142536.000000 Penalty: 5819.018555
	Iteration 53Q: 3 clusters Score -1.414254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123392 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -14142543.000000 Penalty: 5819.018555
	Iteration 54Q: 3 clusters Score -1.414254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123396 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -14142556.000000 Penalty: 5819.018555
	Iteration 55Q: 3 clusters Score -1.414256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123397 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -14142544.000000 Penalty: 5819.018555
	Iteration 56Q: 3 clusters Score -1.414254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123402 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -14142552.000000 Penalty: 5819.018555
	Iteration 57Q: 3 clusters Score -1.414255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123406 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -14142553.000000 Penalty: 5819.018555
	Iteration 58Q: 3 clusters Score -1.414255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123415 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -14142559.000000 Penalty: 5819.018555
	Iteration 59Q: 3 clusters Score -1.414256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123420 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -14142558.000000 Penalty: 5819.018555
	Iteration 60F: 3 clusters Score -1.414256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123422 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -14142556.000000 Penalty: 5819.018555
	Iteration 61Q: 3 clusters Score -1.414256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123423 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -14142567.000000 Penalty: 5819.018555
	Iteration 62Q: 3 clusters Score -1.414257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123424 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -14142577.000000 Penalty: 5819.018555
	Iteration 63Q: 3 clusters Score -1.414258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123426 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -14142574.000000 Penalty: 5819.018555
	Iteration 64Q: 3 clusters Score -1.414257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123428 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -14142566.000000 Penalty: 5819.018555
	Iteration 65Q: 3 clusters Score -1.414257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123428 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -14142566.000000 Penalty: 5819.018555
	Iteration 66F: 3 clusters Score -1.414257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Entering Unmasked Estep 
Score: -136025.125000 Penalty: 1767.667969
	Iteration 0F: 2 clusters Score -136025.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -133894.078125 Penalty: 3535.335938
	Iteration 0F: 3 clusters Score -133894.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -134230.890625 Penalty: 3535.335938
	Iteration 1F: 3 clusters Score -134230.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134366.718750 Penalty: 3535.335938
	Iteration 2F: 3 clusters Score -134366.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -134471.890625 Penalty: 3535.335938
	Iteration 3Q: 3 clusters Score -134471.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -134580.781250 Penalty: 3535.335938
	Iteration 4Q: 3 clusters Score -134580.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -134718.265625 Penalty: 3535.335938
	Iteration 5Q: 3 clusters Score -134718.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -134881.937500 Penalty: 3535.335938
	Iteration 6Q: 3 clusters Score -134881.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -135174.265625 Penalty: 3535.335938
	Iteration 7F: 3 clusters Score -135174.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -135523.703125 Penalty: 3535.335938
	Iteration 8F: 3 clusters Score -135523.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135684.859375 Penalty: 3535.335938
	Iteration 9Q: 3 clusters Score -135684.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -135781.359375 Penalty: 3535.335938
	Iteration 10Q: 3 clusters Score -135781.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -135868.750000 Penalty: 3535.335938
	Iteration 11Q: 3 clusters Score -135868.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -135955.843750 Penalty: 3535.335938
	Iteration 12Q: 3 clusters Score -135955.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -136057.750000 Penalty: 3535.335938
	Iteration 13Q: 3 clusters Score -136057.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -136156.343750 Penalty: 3535.335938
	Iteration 14Q: 3 clusters Score -136156.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -136242.187500 Penalty: 3535.335938
	Iteration 15Q: 3 clusters Score -136242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -136247.281250 Penalty: 3535.335938
	Iteration 16Q: 3 clusters Score -136247.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -136247.281250 Penalty: 3535.335938
	Iteration 17F: 3 clusters Score -136247.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124479 members 
Mstep: Class 9 contains 454 members 
Mstep: Class 10 contains 313202 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41135 members 
Mstep: Class 17 contains 50460 members 
Mstep: Class 18 contains 792 members 
Mstep: Class 19 contains 52387 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
Score: -70751248.000000 Penalty: 69567.734375
Splitting cluster 9 changes total score from -70752392.000000 to -70751248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (313202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313202 members 
Entering Unmasked Estep 
Score: -35539664.000000 Penalty: 3138.341797
	Iteration 0F: 2 clusters Score -3.553966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156529 members 
Mstep: Class 2 contains 156673 members 
Entering Unmasked Estep 
Score: -35350904.000000 Penalty: 6276.683594
	Iteration 0F: 3 clusters Score -3.53509e+07 nChanged 151534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156057 members 
Mstep: Class 2 contains 157145 members 
Entering Unmasked Estep 
Score: -35441324.000000 Penalty: 6276.683594
	Iteration 1F: 3 clusters Score -3.544132e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154579 members 
Mstep: Class 2 contains 158623 members 
Entering Unmasked Estep 
Score: -35442500.000000 Penalty: 6276.683594
	Iteration 2Q: 3 clusters Score -3.54425e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152051 members 
Mstep: Class 2 contains 161151 members 
Entering Unmasked Estep 
Score: -35444260.000000 Penalty: 6276.683594
	Iteration 3Q: 3 clusters Score -3.544426e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148116 members 
Mstep: Class 2 contains 165086 members 
Entering Unmasked Estep 
Score: -35446472.000000 Penalty: 6276.683594
	Iteration 4Q: 3 clusters Score -3.544647e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141955 members 
Mstep: Class 2 contains 171247 members 
Entering Unmasked Estep 
Score: -35450056.000000 Penalty: 6276.683594
	Iteration 5Q: 3 clusters Score -3.545006e+07 nChanged 14023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132864 members 
Mstep: Class 2 contains 180338 members 
Entering Unmasked Estep 
Score: -35456120.000000 Penalty: 6276.683594
	Iteration 6Q: 3 clusters Score -3.545612e+07 nChanged 17474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120378 members 
Mstep: Class 2 contains 192824 members 
Entering Unmasked Estep 
Score: -35466136.000000 Penalty: 6276.683594
	Iteration 7F: 3 clusters Score -3.546614e+07 nChanged 20406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105358 members 
Mstep: Class 2 contains 207844 members 
Entering Unmasked Estep 
Score: -35480328.000000 Penalty: 6276.683594
	Iteration 8F: 3 clusters Score -3.548033e+07 nChanged 20859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90277 members 
Mstep: Class 2 contains 222925 members 
Entering Unmasked Estep 
Score: -35496028.000000 Penalty: 6276.683594
	Iteration 9F: 3 clusters Score -3.549603e+07 nChanged 18077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 235356 members 
Entering Unmasked Estep 
Score: -35507876.000000 Penalty: 6276.683594
	Iteration 10F: 3 clusters Score -3.550788e+07 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 244847 members 
Entering Unmasked Estep 
Score: -35513596.000000 Penalty: 6276.683594
	Iteration 11Q: 3 clusters Score -3.55136e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 253041 members 
Entering Unmasked Estep 
Score: -35516476.000000 Penalty: 6276.683594
	Iteration 12Q: 3 clusters Score -3.551648e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 260842 members 
Entering Unmasked Estep 
Score: -35518476.000000 Penalty: 6276.683594
	Iteration 13Q: 3 clusters Score -3.551848e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 268264 members 
Entering Unmasked Estep 
Score: -35520204.000000 Penalty: 6276.683594
	Iteration 14Q: 3 clusters Score -3.55202e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 275131 members 
Entering Unmasked Estep 
Score: -35521980.000000 Penalty: 6276.683594
	Iteration 15Q: 3 clusters Score -3.552198e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 281479 members 
Entering Unmasked Estep 
Score: -35523864.000000 Penalty: 6276.683594
	Iteration 16Q: 3 clusters Score -3.552386e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 287213 members 
Entering Unmasked Estep 
Score: -35525908.000000 Penalty: 6276.683594
	Iteration 17Q: 3 clusters Score -3.552591e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 292330 members 
Entering Unmasked Estep 
Score: -35527536.000000 Penalty: 6276.683594
	Iteration 18Q: 3 clusters Score -3.552754e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 296742 members 
Entering Unmasked Estep 
Score: -35529448.000000 Penalty: 6276.683594
	Iteration 19Q: 3 clusters Score -3.552945e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 300490 members 
Entering Unmasked Estep 
Score: -35531156.000000 Penalty: 6276.683594
	Iteration 20F: 3 clusters Score -3.553116e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 303664 members 
Entering Unmasked Estep 
Score: -35532836.000000 Penalty: 6276.683594
	Iteration 21Q: 3 clusters Score -3.553284e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 306289 members 
Entering Unmasked Estep 
Score: -35533768.000000 Penalty: 6276.683594
	Iteration 22Q: 3 clusters Score -3.553377e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 308373 members 
Entering Unmasked Estep 
Score: -35534768.000000 Penalty: 6276.683594
	Iteration 23Q: 3 clusters Score -3.553477e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 309925 members 
Entering Unmasked Estep 
Score: -35535360.000000 Penalty: 6276.683594
	Iteration 24Q: 3 clusters Score -3.553536e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 311029 members 
Entering Unmasked Estep 
Score: -35535848.000000 Penalty: 6276.683594
	Iteration 25Q: 3 clusters Score -3.553585e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 311717 members 
Entering Unmasked Estep 
Score: -35536236.000000 Penalty: 6276.683594
	Iteration 26Q: 3 clusters Score -3.553624e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 312120 members 
Entering Unmasked Estep 
Score: -35536496.000000 Penalty: 6276.683594
	Iteration 27Q: 3 clusters Score -3.55365e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 312350 members 
Entering Unmasked Estep 
Score: -35536600.000000 Penalty: 6276.683594
	Iteration 28Q: 3 clusters Score -3.55366e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 312493 members 
Entering Unmasked Estep 
Score: -35536696.000000 Penalty: 6276.683594
	Iteration 29Q: 3 clusters Score -3.55367e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 312576 members 
Entering Unmasked Estep 
Score: -35536776.000000 Penalty: 6276.683594
	Iteration 30Q: 3 clusters Score -3.553678e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 312637 members 
Entering Unmasked Estep 
Score: -35536792.000000 Penalty: 6276.683594
	Iteration 31Q: 3 clusters Score -3.553679e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 312662 members 
Entering Unmasked Estep 
Score: -35536828.000000 Penalty: 6276.683594
	Iteration 32Q: 3 clusters Score -3.553683e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 312683 members 
Entering Unmasked Estep 
Score: -35536856.000000 Penalty: 6276.683594
	Iteration 33Q: 3 clusters Score -3.553686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 312713 members 
Entering Unmasked Estep 
Score: -35536900.000000 Penalty: 6276.683594
	Iteration 34Q: 3 clusters Score -3.55369e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 312728 members 
Entering Unmasked Estep 
Score: -35536880.000000 Penalty: 6276.683594
	Iteration 35Q: 3 clusters Score -3.553688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 312748 members 
Entering Unmasked Estep 
Score: -35536904.000000 Penalty: 6276.683594
	Iteration 36Q: 3 clusters Score -3.55369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 312762 members 
Entering Unmasked Estep 
Score: -35536928.000000 Penalty: 6276.683594
	Iteration 37Q: 3 clusters Score -3.553693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 312777 members 
Entering Unmasked Estep 
Score: -35536944.000000 Penalty: 6276.683594
	Iteration 38Q: 3 clusters Score -3.553694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 312787 members 
Entering Unmasked Estep 
Score: -35536976.000000 Penalty: 6276.683594
	Iteration 39Q: 3 clusters Score -3.553698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 312794 members 
Entering Unmasked Estep 
Score: -35536940.000000 Penalty: 6276.683594
	Iteration 40F: 3 clusters Score -3.553694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 312803 members 
Entering Unmasked Estep 
Score: -35536964.000000 Penalty: 6276.683594
	Iteration 41Q: 3 clusters Score -3.553696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 312805 members 
Entering Unmasked Estep 
Score: -35536972.000000 Penalty: 6276.683594
	Iteration 42Q: 3 clusters Score -3.553697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 312811 members 
Entering Unmasked Estep 
Score: -35536988.000000 Penalty: 6276.683594
	Iteration 43Q: 3 clusters Score -3.553699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 312818 members 
Entering Unmasked Estep 
Score: -35537000.000000 Penalty: 6276.683594
	Iteration 44Q: 3 clusters Score -3.5537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 312826 members 
Entering Unmasked Estep 
Score: -35536976.000000 Penalty: 6276.683594
	Iteration 45Q: 3 clusters Score -3.553698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 312831 members 
Entering Unmasked Estep 
Score: -35536980.000000 Penalty: 6276.683594
	Iteration 46Q: 3 clusters Score -3.553698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 312836 members 
Entering Unmasked Estep 
Score: -35536952.000000 Penalty: 6276.683594
	Iteration 47Q: 3 clusters Score -3.553695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 312839 members 
Entering Unmasked Estep 
Score: -35536948.000000 Penalty: 6276.683594
	Iteration 48Q: 3 clusters Score -3.553695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 312840 members 
Entering Unmasked Estep 
Score: -35536952.000000 Penalty: 6276.683594
	Iteration 49Q: 3 clusters Score -3.553695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 312841 members 
Entering Unmasked Estep 
Score: -35536952.000000 Penalty: 6276.683594
	Iteration 50Q: 3 clusters Score -3.553695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 312841 members 
Entering Unmasked Estep 
Score: -35536952.000000 Penalty: 6276.683594
	Iteration 51F: 3 clusters Score -3.553695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Entering Unmasked Estep 
Score: -820623.062500 Penalty: 2199.436279
	Iteration 0F: 2 clusters Score -820623.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -814830.437500 Penalty: 4398.872559
	Iteration 0F: 3 clusters Score -814830.4 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -816335.625000 Penalty: 4398.872559
	Iteration 1F: 3 clusters Score -816335.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -816645.750000 Penalty: 4398.872559
	Iteration 2F: 3 clusters Score -816645.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -816897.750000 Penalty: 4398.872559
	Iteration 3F: 3 clusters Score -816897.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -817125.312500 Penalty: 4398.872559
	Iteration 4F: 3 clusters Score -817125.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -817288.375000 Penalty: 4398.872559
	Iteration 5Q: 3 clusters Score -817288.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -817457.437500 Penalty: 4398.872559
	Iteration 6Q: 3 clusters Score -817457.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -817633.000000 Penalty: 4398.872559
	Iteration 7Q: 3 clusters Score -817633 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -817794.000000 Penalty: 4398.872559
	Iteration 8Q: 3 clusters Score -817794 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -817967.500000 Penalty: 4398.872559
	Iteration 9Q: 3 clusters Score -817967.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -818127.187500 Penalty: 4398.872559
	Iteration 10Q: 3 clusters Score -818127.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -818281.062500 Penalty: 4398.872559
	Iteration 11Q: 3 clusters Score -818281.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -818412.000000 Penalty: 4398.872559
	Iteration 12Q: 3 clusters Score -818412 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -818530.750000 Penalty: 4398.872559
	Iteration 13Q: 3 clusters Score -818530.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -818620.125000 Penalty: 4398.872559
	Iteration 14Q: 3 clusters Score -818620.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -818677.375000 Penalty: 4398.872559
	Iteration 15Q: 3 clusters Score -818677.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -818702.625000 Penalty: 4398.872559
	Iteration 16Q: 3 clusters Score -818702.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -818722.500000 Penalty: 4398.872559
	Iteration 17Q: 3 clusters Score -818722.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -818737.500000 Penalty: 4398.872559
	Iteration 18Q: 3 clusters Score -818737.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -818758.187500 Penalty: 4398.872559
	Iteration 19Q: 3 clusters Score -818758.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -818766.312500 Penalty: 4398.872559
	Iteration 20F: 3 clusters Score -818766.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -818773.187500 Penalty: 4398.872559
	Iteration 21Q: 3 clusters Score -818773.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -818779.000000 Penalty: 4398.872559
	Iteration 22Q: 3 clusters Score -818779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -818781.375000 Penalty: 4398.872559
	Iteration 23Q: 3 clusters Score -818781.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -818782.187500 Penalty: 4398.872559
	Iteration 24Q: 3 clusters Score -818782.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -818787.562500 Penalty: 4398.872559
	Iteration 25Q: 3 clusters Score -818787.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -818793.187500 Penalty: 4398.872559
	Iteration 26Q: 3 clusters Score -818793.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -818796.125000 Penalty: 4398.872559
	Iteration 27Q: 3 clusters Score -818796.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -818797.750000 Penalty: 4398.872559
	Iteration 28Q: 3 clusters Score -818797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -818801.375000 Penalty: 4398.872559
	Iteration 29Q: 3 clusters Score -818801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -818800.250000 Penalty: 4398.872559
	Iteration 30Q: 3 clusters Score -818800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -818802.500000 Penalty: 4398.872559
	Iteration 31Q: 3 clusters Score -818802.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -818803.625000 Penalty: 4398.872559
	Iteration 32Q: 3 clusters Score -818803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -818805.750000 Penalty: 4398.872559
	Iteration 33Q: 3 clusters Score -818805.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -818807.312500 Penalty: 4398.872559
	Iteration 34Q: 3 clusters Score -818807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -818806.812500 Penalty: 4398.872559
	Iteration 35Q: 3 clusters Score -818806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -818808.687500 Penalty: 4398.872559
	Iteration 36Q: 3 clusters Score -818808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -818807.125000 Penalty: 4398.872559
	Iteration 37Q: 3 clusters Score -818807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -818807.812500 Penalty: 4398.872559
	Iteration 38Q: 3 clusters Score -818807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -818807.687500 Penalty: 4398.872559
	Iteration 39Q: 3 clusters Score -818807.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -818808.750000 Penalty: 4398.872559
	Iteration 40F: 3 clusters Score -818808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -818809.625000 Penalty: 4398.872559
	Iteration 41Q: 3 clusters Score -818809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -818809.687500 Penalty: 4398.872559
	Iteration 42Q: 3 clusters Score -818809.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -818810.125000 Penalty: 4398.872559
	Iteration 43Q: 3 clusters Score -818810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -818810.000000 Penalty: 4398.872559
	Iteration 44Q: 3 clusters Score -818810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -818810.500000 Penalty: 4398.872559
	Iteration 45Q: 3 clusters Score -818810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -818808.937500 Penalty: 4398.872559
	Iteration 46Q: 3 clusters Score -818808.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -818809.937500 Penalty: 4398.872559
	Iteration 47Q: 3 clusters Score -818809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -818811.687500 Penalty: 4398.872559
	Iteration 48Q: 3 clusters Score -818811.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -818813.562500 Penalty: 4398.872559
	Iteration 49Q: 3 clusters Score -818813.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -818813.625000 Penalty: 4398.872559
	Iteration 50Q: 3 clusters Score -818813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -818814.937500 Penalty: 4398.872559
	Iteration 51Q: 3 clusters Score -818814.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -818818.187500 Penalty: 4398.872559
	Iteration 52Q: 3 clusters Score -818818.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -818823.062500 Penalty: 4398.872559
	Iteration 53Q: 3 clusters Score -818823.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -818828.062500 Penalty: 4398.872559
	Iteration 54Q: 3 clusters Score -818828.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -818829.375000 Penalty: 4398.872559
	Iteration 55Q: 3 clusters Score -818829.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -818832.062500 Penalty: 4398.872559
	Iteration 56Q: 3 clusters Score -818832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -818833.000000 Penalty: 4398.872559
	Iteration 57Q: 3 clusters Score -818833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -818833.375000 Penalty: 4398.872559
	Iteration 58Q: 3 clusters Score -818833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -818834.187500 Penalty: 4398.872559
	Iteration 59Q: 3 clusters Score -818834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -818835.875000 Penalty: 4398.872559
	Iteration 60F: 3 clusters Score -818835.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -818836.062500 Penalty: 4398.872559
	Iteration 61Q: 3 clusters Score -818836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -818835.687500 Penalty: 4398.872559
	Iteration 62Q: 3 clusters Score -818835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -818837.375000 Penalty: 4398.872559
	Iteration 63Q: 3 clusters Score -818837.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -818837.375000 Penalty: 4398.872559
	Iteration 64F: 3 clusters Score -818837.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -95356.585938 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -95356.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93510.304688 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -93510.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -93861.531250 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -93861.53 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94009.617188 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -94009.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -94114.703125 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -94114.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -94160.562500 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -94160.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94183.867188 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -94183.87 nChanged 10
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: -94202.398438 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -94202.4 nChanged 10
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: -94220.773438 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -94220.77 nChanged 9
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: -94236.492188 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -94236.49 nChanged 7
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: -94244.914062 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -94244.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -94248.953125 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -94248.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -94248.953125 Penalty: 3342.123535
	Iteration 11F: 3 clusters Score -94248.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -101540.648438 Penalty: 1700.402588
	Iteration 0F: 2 clusters Score -101540.6 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 465 members 
Entering Unmasked Estep 
Score: -99621.062500 Penalty: 3400.805176
	Iteration 0F: 3 clusters Score -99621.06 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99903.437500 Penalty: 3400.805176
	Iteration 1F: 3 clusters Score -99903.44 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99962.250000 Penalty: 3400.805176
	Iteration 2Q: 3 clusters Score -99962.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99987.523438 Penalty: 3400.805176
	Iteration 3Q: 3 clusters Score -99987.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -99999.929688 Penalty: 3400.805176
	Iteration 4Q: 3 clusters Score -99999.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100004.226562 Penalty: 3400.805176
	Iteration 5Q: 3 clusters Score -100004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -100005.476562 Penalty: 3400.805176
	Iteration 6Q: 3 clusters Score -100005.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100008.062500 Penalty: 3400.805176
	Iteration 7Q: 3 clusters Score -100008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100010.140625 Penalty: 3400.805176
	Iteration 8Q: 3 clusters Score -100010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -100013.093750 Penalty: 3400.805176
	Iteration 9Q: 3 clusters Score -100013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100015.921875 Penalty: 3400.805176
	Iteration 10Q: 3 clusters Score -100015.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100017.320312 Penalty: 3400.805176
	Iteration 11Q: 3 clusters Score -100017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100018.132812 Penalty: 3400.805176
	Iteration 12Q: 3 clusters Score -100018.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -100019.398438 Penalty: 3400.805176
	Iteration 13Q: 3 clusters Score -100019.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100020.695312 Penalty: 3400.805176
	Iteration 14Q: 3 clusters Score -100020.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100020.695312 Penalty: 3400.805176
	Iteration 15F: 3 clusters Score -100020.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -73612.312500 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -73612.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71971.867188 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -71971.87 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72205.101562 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -72205.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72278.335938 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -72278.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72310.281250 Penalty: 3236.414795
	Iteration 3Q: 3 clusters Score -72310.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72325.968750 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -72325.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72349.906250 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -72349.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72376.375000 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -72376.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72396.054688 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -72396.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72448.023438 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -72448.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72501.968750 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -72501.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72510.687500 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -72510.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72511.820312 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -72511.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72511.820312 Penalty: 3236.414795
	Iteration 12F: 3 clusters Score -72511.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Entering Unmasked Estep 
Score: -4595639.000000 Penalty: 2634.904541
	Iteration 0F: 2 clusters Score -4595639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -4567872.000000 Penalty: 5269.809082
	Iteration 0F: 3 clusters Score -4567872 nChanged 18748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4578061.500000 Penalty: 5269.809082
	Iteration 1F: 3 clusters Score -4578062 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -4578590.500000 Penalty: 5269.809082
	Iteration 2Q: 3 clusters Score -4578590 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -4579072.000000 Penalty: 5269.809082
	Iteration 3Q: 3 clusters Score -4579072 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -4579653.500000 Penalty: 5269.809082
	Iteration 4Q: 3 clusters Score -4579654 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -4580346.500000 Penalty: 5269.809082
	Iteration 5Q: 3 clusters Score -4580346 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -4581227.500000 Penalty: 5269.809082
	Iteration 6Q: 3 clusters Score -4581228 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -4582227.500000 Penalty: 5269.809082
	Iteration 7F: 3 clusters Score -4582228 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -4583588.000000 Penalty: 5269.809082
	Iteration 8F: 3 clusters Score -4583588 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4585284.000000 Penalty: 5269.809082
	Iteration 9F: 3 clusters Score -4585284 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4587342.000000 Penalty: 5269.809082
	Iteration 10F: 3 clusters Score -4587342 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -4589417.000000 Penalty: 5269.809082
	Iteration 11F: 3 clusters Score -4589417 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -4591103.500000 Penalty: 5269.809082
	Iteration 12Q: 3 clusters Score -4591104 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -4592168.500000 Penalty: 5269.809082
	Iteration 13Q: 3 clusters Score -4592168 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -4592788.000000 Penalty: 5269.809082
	Iteration 14Q: 3 clusters Score -4592788 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -4593100.500000 Penalty: 5269.809082
	Iteration 15Q: 3 clusters Score -4593100 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -4593246.000000 Penalty: 5269.809082
	Iteration 16Q: 3 clusters Score -4593246 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -4593320.000000 Penalty: 5269.809082
	Iteration 17Q: 3 clusters Score -4593320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -4593355.000000 Penalty: 5269.809082
	Iteration 18Q: 3 clusters Score -4593355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -4593382.500000 Penalty: 5269.809082
	Iteration 19Q: 3 clusters Score -4593382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -4593410.500000 Penalty: 5269.809082
	Iteration 20F: 3 clusters Score -4593410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -4593425.000000 Penalty: 5269.809082
	Iteration 21Q: 3 clusters Score -4593425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -4593435.000000 Penalty: 5269.809082
	Iteration 22Q: 3 clusters Score -4593435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -4593433.000000 Penalty: 5269.809082
	Iteration 23Q: 3 clusters Score -4593433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -4593438.500000 Penalty: 5269.809082
	Iteration 24Q: 3 clusters Score -4593438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -4593441.000000 Penalty: 5269.809082
	Iteration 25Q: 3 clusters Score -4593441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -4593441.500000 Penalty: 5269.809082
	Iteration 26Q: 3 clusters Score -4593442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -4593441.500000 Penalty: 5269.809082
	Iteration 27F: 3 clusters Score -4593442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Entering Unmasked Estep 
Score: -5774613.000000 Penalty: 2685.576172
	Iteration 0F: 2 clusters Score -5774613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -5740761.000000 Penalty: 5371.152344
	Iteration 0F: 3 clusters Score -5740761 nChanged 23193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -5753500.000000 Penalty: 5371.152344
	Iteration 1F: 3 clusters Score -5753500 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -5754169.500000 Penalty: 5371.152344
	Iteration 2Q: 3 clusters Score -5754170 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -5754793.500000 Penalty: 5371.152344
	Iteration 3Q: 3 clusters Score -5754794 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -5755575.000000 Penalty: 5371.152344
	Iteration 4Q: 3 clusters Score -5755575 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -5756464.500000 Penalty: 5371.152344
	Iteration 5Q: 3 clusters Score -5756464 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -5757728.000000 Penalty: 5371.152344
	Iteration 6Q: 3 clusters Score -5757728 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -5759475.500000 Penalty: 5371.152344
	Iteration 7F: 3 clusters Score -5759476 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -5761679.500000 Penalty: 5371.152344
	Iteration 8F: 3 clusters Score -5761680 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -5763937.000000 Penalty: 5371.152344
	Iteration 9F: 3 clusters Score -5763937 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -5765575.500000 Penalty: 5371.152344
	Iteration 10F: 3 clusters Score -5765576 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5766426.500000 Penalty: 5371.152344
	Iteration 11Q: 3 clusters Score -5766426 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -5766806.000000 Penalty: 5371.152344
	Iteration 12Q: 3 clusters Score -5766806 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -5767073.000000 Penalty: 5371.152344
	Iteration 13Q: 3 clusters Score -5767073 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -5767268.500000 Penalty: 5371.152344
	Iteration 14Q: 3 clusters Score -5767268 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -5767492.500000 Penalty: 5371.152344
	Iteration 15Q: 3 clusters Score -5767492 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -5767641.000000 Penalty: 5371.152344
	Iteration 16Q: 3 clusters Score -5767641 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -5767797.000000 Penalty: 5371.152344
	Iteration 17Q: 3 clusters Score -5767797 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -5767927.500000 Penalty: 5371.152344
	Iteration 18Q: 3 clusters Score -5767928 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -5768028.000000 Penalty: 5371.152344
	Iteration 19Q: 3 clusters Score -5768028 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -5768176.500000 Penalty: 5371.152344
	Iteration 20F: 3 clusters Score -5768176 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -5768235.500000 Penalty: 5371.152344
	Iteration 21Q: 3 clusters Score -5768236 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -5768354.500000 Penalty: 5371.152344
	Iteration 22Q: 3 clusters Score -5768354 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -5768481.000000 Penalty: 5371.152344
	Iteration 23Q: 3 clusters Score -5768481 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -5768619.500000 Penalty: 5371.152344
	Iteration 24Q: 3 clusters Score -5768620 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -5768776.500000 Penalty: 5371.152344
	Iteration 25Q: 3 clusters Score -5768776 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -5768982.500000 Penalty: 5371.152344
	Iteration 26Q: 3 clusters Score -5768982 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -5769193.000000 Penalty: 5371.152344
	Iteration 27Q: 3 clusters Score -5769193 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -5769429.000000 Penalty: 5371.152344
	Iteration 28Q: 3 clusters Score -5769429 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -5769756.000000 Penalty: 5371.152344
	Iteration 29Q: 3 clusters Score -5769756 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -5770114.500000 Penalty: 5371.152344
	Iteration 30Q: 3 clusters Score -5770114 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -5770512.000000 Penalty: 5371.152344
	Iteration 31Q: 3 clusters Score -5770512 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -5770966.000000 Penalty: 5371.152344
	Iteration 32Q: 3 clusters Score -5770966 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -5771405.500000 Penalty: 5371.152344
	Iteration 33Q: 3 clusters Score -5771406 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -5771737.500000 Penalty: 5371.152344
	Iteration 34Q: 3 clusters Score -5771738 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -5772000.500000 Penalty: 5371.152344
	Iteration 35Q: 3 clusters Score -5772000 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -5772231.000000 Penalty: 5371.152344
	Iteration 36Q: 3 clusters Score -5772231 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -5772390.500000 Penalty: 5371.152344
	Iteration 37Q: 3 clusters Score -5772390 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -5772481.500000 Penalty: 5371.152344
	Iteration 38Q: 3 clusters Score -5772482 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -5772585.000000 Penalty: 5371.152344
	Iteration 39Q: 3 clusters Score -5772585 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -5772648.500000 Penalty: 5371.152344
	Iteration 40F: 3 clusters Score -5772648 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -5772679.500000 Penalty: 5371.152344
	Iteration 41Q: 3 clusters Score -5772680 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -5772737.000000 Penalty: 5371.152344
	Iteration 42Q: 3 clusters Score -5772737 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -5772775.000000 Penalty: 5371.152344
	Iteration 43Q: 3 clusters Score -5772775 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -5772798.000000 Penalty: 5371.152344
	Iteration 44Q: 3 clusters Score -5772798 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -5772801.000000 Penalty: 5371.152344
	Iteration 45Q: 3 clusters Score -5772801 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -5772822.000000 Penalty: 5371.152344
	Iteration 46Q: 3 clusters Score -5772822 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -5772817.500000 Penalty: 5371.152344
	Iteration 47Q: 3 clusters Score -5772818 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -5772847.500000 Penalty: 5371.152344
	Iteration 48Q: 3 clusters Score -5772848 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -5772853.000000 Penalty: 5371.152344
	Iteration 49Q: 3 clusters Score -5772853 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -5772857.500000 Penalty: 5371.152344
	Iteration 50Q: 3 clusters Score -5772858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -5772880.500000 Penalty: 5371.152344
	Iteration 51Q: 3 clusters Score -5772880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -5772867.500000 Penalty: 5371.152344
	Iteration 52Q: 3 clusters Score -5772868 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -5772866.000000 Penalty: 5371.152344
	Iteration 53Q: 3 clusters Score -5772866 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -5772877.000000 Penalty: 5371.152344
	Iteration 54Q: 3 clusters Score -5772877 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -5772877.000000 Penalty: 5371.152344
	Iteration 55Q: 3 clusters Score -5772877 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -5772890.000000 Penalty: 5371.152344
	Iteration 56Q: 3 clusters Score -5772890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -5772875.000000 Penalty: 5371.152344
	Iteration 57Q: 3 clusters Score -5772875 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -5772882.500000 Penalty: 5371.152344
	Iteration 58Q: 3 clusters Score -5772882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -5772885.000000 Penalty: 5371.152344
	Iteration 59Q: 3 clusters Score -5772885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -5772877.000000 Penalty: 5371.152344
	Iteration 60F: 3 clusters Score -5772877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -5772876.000000 Penalty: 5371.152344
	Iteration 61Q: 3 clusters Score -5772876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -5772877.500000 Penalty: 5371.152344
	Iteration 62Q: 3 clusters Score -5772878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -5772901.500000 Penalty: 5371.152344
	Iteration 63Q: 3 clusters Score -5772902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -5772885.000000 Penalty: 5371.152344
	Iteration 64Q: 3 clusters Score -5772885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -5772897.000000 Penalty: 5371.152344
	Iteration 65Q: 3 clusters Score -5772897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -5772894.500000 Penalty: 5371.152344
	Iteration 66Q: 3 clusters Score -5772894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -5772900.500000 Penalty: 5371.152344
	Iteration 67Q: 3 clusters Score -5772900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -5772903.000000 Penalty: 5371.152344
	Iteration 68Q: 3 clusters Score -5772903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -5772905.500000 Penalty: 5371.152344
	Iteration 69Q: 3 clusters Score -5772906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -5772903.500000 Penalty: 5371.152344
	Iteration 70Q: 3 clusters Score -5772904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -5772913.500000 Penalty: 5371.152344
	Iteration 71Q: 3 clusters Score -5772914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -5772907.500000 Penalty: 5371.152344
	Iteration 72Q: 3 clusters Score -5772908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -5772916.000000 Penalty: 5371.152344
	Iteration 73Q: 3 clusters Score -5772916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -5772908.000000 Penalty: 5371.152344
	Iteration 74Q: 3 clusters Score -5772908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -5772907.500000 Penalty: 5371.152344
	Iteration 75Q: 3 clusters Score -5772908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -5772905.000000 Penalty: 5371.152344
	Iteration 76Q: 3 clusters Score -5772905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -5772911.500000 Penalty: 5371.152344
	Iteration 77Q: 3 clusters Score -5772912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -5772913.500000 Penalty: 5371.152344
	Iteration 78Q: 3 clusters Score -5772914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -5772913.500000 Penalty: 5371.152344
	Iteration 79F: 3 clusters Score -5772914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Entering Unmasked Estep 
Score: -5988908.000000 Penalty: 2694.870605
	Iteration 0F: 2 clusters Score -5988908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -5953696.500000 Penalty: 5389.741211
	Iteration 0F: 3 clusters Score -5953696 nChanged 24177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -5966997.000000 Penalty: 5389.741211
	Iteration 1F: 3 clusters Score -5966997 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -5967608.500000 Penalty: 5389.741211
	Iteration 2Q: 3 clusters Score -5967608 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -5968304.000000 Penalty: 5389.741211
	Iteration 3Q: 3 clusters Score -5968304 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -5969311.000000 Penalty: 5389.741211
	Iteration 4Q: 3 clusters Score -5969311 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -5970745.000000 Penalty: 5389.741211
	Iteration 5F: 3 clusters Score -5970745 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -5972839.000000 Penalty: 5389.741211
	Iteration 6F: 3 clusters Score -5972839 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -5975804.500000 Penalty: 5389.741211
	Iteration 7F: 3 clusters Score -5975804 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -5979193.500000 Penalty: 5389.741211
	Iteration 8F: 3 clusters Score -5979194 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -5982298.500000 Penalty: 5389.741211
	Iteration 9F: 3 clusters Score -5982298 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -5984370.500000 Penalty: 5389.741211
	Iteration 10Q: 3 clusters Score -5984370 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -5985468.500000 Penalty: 5389.741211
	Iteration 11Q: 3 clusters Score -5985468 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -5985975.500000 Penalty: 5389.741211
	Iteration 12Q: 3 clusters Score -5985976 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -5986207.500000 Penalty: 5389.741211
	Iteration 13Q: 3 clusters Score -5986208 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -5986347.500000 Penalty: 5389.741211
	Iteration 14Q: 3 clusters Score -5986348 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -5986417.000000 Penalty: 5389.741211
	Iteration 15Q: 3 clusters Score -5986417 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -5986447.000000 Penalty: 5389.741211
	Iteration 16Q: 3 clusters Score -5986447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -5986467.000000 Penalty: 5389.741211
	Iteration 17Q: 3 clusters Score -5986467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -5986481.000000 Penalty: 5389.741211
	Iteration 18Q: 3 clusters Score -5986481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -5986502.000000 Penalty: 5389.741211
	Iteration 19Q: 3 clusters Score -5986502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -5986513.000000 Penalty: 5389.741211
	Iteration 20F: 3 clusters Score -5986513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -5986518.500000 Penalty: 5389.741211
	Iteration 21Q: 3 clusters Score -5986518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -5986531.000000 Penalty: 5389.741211
	Iteration 22Q: 3 clusters Score -5986531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -5986538.000000 Penalty: 5389.741211
	Iteration 23Q: 3 clusters Score -5986538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -5986547.500000 Penalty: 5389.741211
	Iteration 24Q: 3 clusters Score -5986548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -5986552.500000 Penalty: 5389.741211
	Iteration 25Q: 3 clusters Score -5986552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -5986571.000000 Penalty: 5389.741211
	Iteration 26Q: 3 clusters Score -5986571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -5986573.000000 Penalty: 5389.741211
	Iteration 27Q: 3 clusters Score -5986573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -5986573.000000 Penalty: 5389.741211
	Iteration 28Q: 3 clusters Score -5986573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -5986571.500000 Penalty: 5389.741211
	Iteration 29Q: 3 clusters Score -5986572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -5986575.000000 Penalty: 5389.741211
	Iteration 30Q: 3 clusters Score -5986575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -5986575.500000 Penalty: 5389.741211
	Iteration 31Q: 3 clusters Score -5986576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -5986578.500000 Penalty: 5389.741211
	Iteration 32Q: 3 clusters Score -5986578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -5986574.000000 Penalty: 5389.741211
	Iteration 33Q: 3 clusters Score -5986574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -5986581.000000 Penalty: 5389.741211
	Iteration 34Q: 3 clusters Score -5986581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -5986583.000000 Penalty: 5389.741211
	Iteration 35Q: 3 clusters Score -5986583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -5986586.000000 Penalty: 5389.741211
	Iteration 36Q: 3 clusters Score -5986586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -5986586.000000 Penalty: 5389.741211
	Iteration 37F: 3 clusters Score -5986586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -19578.417969 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -19578.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18490.355469 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -18490.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18545.412109 Penalty: 2594.629883
	Iteration 1Q: 3 clusters Score -18545.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18555.371094 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -18555.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18555.371094 Penalty: 2594.629883
	Iteration 3F: 3 clusters Score -18555.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -496936.437500 Penalty: 2088.274414
	Iteration 0F: 2 clusters Score -496936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -492699.593750 Penalty: 4176.548828
	Iteration 0F: 3 clusters Score -492699.6 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -493656.468750 Penalty: 4176.548828
	Iteration 1F: 3 clusters Score -493656.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -493902.406250 Penalty: 4176.548828
	Iteration 2F: 3 clusters Score -493902.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -494138.093750 Penalty: 4176.548828
	Iteration 3F: 3 clusters Score -494138.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -494411.718750 Penalty: 4176.548828
	Iteration 4F: 3 clusters Score -494411.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -494629.843750 Penalty: 4176.548828
	Iteration 5F: 3 clusters Score -494629.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -494815.968750 Penalty: 4176.548828
	Iteration 6Q: 3 clusters Score -494816 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -494966.593750 Penalty: 4176.548828
	Iteration 7Q: 3 clusters Score -494966.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -495060.906250 Penalty: 4176.548828
	Iteration 8Q: 3 clusters Score -495060.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -495136.281250 Penalty: 4176.548828
	Iteration 9Q: 3 clusters Score -495136.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -495219.468750 Penalty: 4176.548828
	Iteration 10Q: 3 clusters Score -495219.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -495294.000000 Penalty: 4176.548828
	Iteration 11Q: 3 clusters Score -495294 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -495358.281250 Penalty: 4176.548828
	Iteration 12Q: 3 clusters Score -495358.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -495412.937500 Penalty: 4176.548828
	Iteration 13Q: 3 clusters Score -495412.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -495461.468750 Penalty: 4176.548828
	Iteration 14Q: 3 clusters Score -495461.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -495503.656250 Penalty: 4176.548828
	Iteration 15Q: 3 clusters Score -495503.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -495533.406250 Penalty: 4176.548828
	Iteration 16Q: 3 clusters Score -495533.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -495562.562500 Penalty: 4176.548828
	Iteration 17Q: 3 clusters Score -495562.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -495587.187500 Penalty: 4176.548828
	Iteration 18Q: 3 clusters Score -495587.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -495604.250000 Penalty: 4176.548828
	Iteration 19Q: 3 clusters Score -495604.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -495616.781250 Penalty: 4176.548828
	Iteration 20F: 3 clusters Score -495616.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -495624.468750 Penalty: 4176.548828
	Iteration 21Q: 3 clusters Score -495624.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -495630.968750 Penalty: 4176.548828
	Iteration 22Q: 3 clusters Score -495631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -495637.812500 Penalty: 4176.548828
	Iteration 23Q: 3 clusters Score -495637.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -495644.093750 Penalty: 4176.548828
	Iteration 24Q: 3 clusters Score -495644.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -495647.531250 Penalty: 4176.548828
	Iteration 25Q: 3 clusters Score -495647.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -495649.093750 Penalty: 4176.548828
	Iteration 26Q: 3 clusters Score -495649.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -495650.031250 Penalty: 4176.548828
	Iteration 27Q: 3 clusters Score -495650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -495652.781250 Penalty: 4176.548828
	Iteration 28Q: 3 clusters Score -495652.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -495657.218750 Penalty: 4176.548828
	Iteration 29Q: 3 clusters Score -495657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -495658.750000 Penalty: 4176.548828
	Iteration 30Q: 3 clusters Score -495658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -495659.187500 Penalty: 4176.548828
	Iteration 31Q: 3 clusters Score -495659.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -495659.562500 Penalty: 4176.548828
	Iteration 32Q: 3 clusters Score -495659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -495661.062500 Penalty: 4176.548828
	Iteration 33Q: 3 clusters Score -495661.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -495661.500000 Penalty: 4176.548828
	Iteration 34Q: 3 clusters Score -495661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -495661.437500 Penalty: 4176.548828
	Iteration 35Q: 3 clusters Score -495661.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -495661.437500 Penalty: 4176.548828
	Iteration 36F: 3 clusters Score -495661.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124479 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313202 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 41135 members 
Mstep: Class 17 contains 50460 members 
Mstep: Class 19 contains 52387 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752488.000000 Penalty: 66254.992188
Iteration 159Q: 21 clusters Score -7.075249e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 5816 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8252 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124491 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313212 members 
Mstep: Class 11 contains 7113 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 41136 members 
Mstep: Class 17 contains 50413 members 
Mstep: Class 19 contains 52404 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752512.000000 Penalty: 66254.992188
Iteration 160F: 21 clusters Score -7.075251e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 5814 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124510 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313226 members 
Mstep: Class 11 contains 7117 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 41135 members 
Mstep: Class 17 contains 50360 members 
Mstep: Class 19 contains 52418 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752504.000000 Penalty: 66254.992188
Iteration 161Q: 21 clusters Score -7.07525e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 5810 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124536 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313244 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 951 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 41134 members 
Mstep: Class 17 contains 50298 members 
Mstep: Class 19 contains 52435 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752432.000000 Penalty: 66254.992188
Iteration 162Q: 21 clusters Score -7.075243e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 5806 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 8253 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124562 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 313255 members 
Mstep: Class 11 contains 7125 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 41136 members 
Mstep: Class 17 contains 50236 members 
Mstep: Class 19 contains 52454 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752512.000000 Penalty: 66254.992188
Iteration 163Q: 21 clusters Score -7.075251e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 5801 members 
Mstep: Class 3 contains 1079 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 8252 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124590 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313279 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 41136 members 
Mstep: Class 17 contains 50162 members 
Mstep: Class 19 contains 52475 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752416.000000 Penalty: 66254.992188
Iteration 164Q: 21 clusters Score -7.075242e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 5795 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 8255 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124614 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313297 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 955 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 41137 members 
Mstep: Class 17 contains 50088 members 
Mstep: Class 19 contains 52501 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752432.000000 Penalty: 66254.992188
Iteration 165Q: 21 clusters Score -7.075243e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 5786 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 8256 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124642 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313316 members 
Mstep: Class 11 contains 7138 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 41138 members 
Mstep: Class 17 contains 50002 members 
Mstep: Class 19 contains 52538 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752416.000000 Penalty: 66254.992188
Iteration 166Q: 21 clusters Score -7.075242e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 8255 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124672 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313336 members 
Mstep: Class 11 contains 7140 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 41141 members 
Mstep: Class 17 contains 49924 members 
Mstep: Class 19 contains 52563 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752416.000000 Penalty: 66254.992188
Iteration 167Q: 21 clusters Score -7.075242e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 5771 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 8255 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124708 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313356 members 
Mstep: Class 11 contains 7141 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 41143 members 
Mstep: Class 17 contains 49838 members 
Mstep: Class 19 contains 52597 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752448.000000 Penalty: 66254.992188
Iteration 168Q: 21 clusters Score -7.075245e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 5766 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 8257 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124735 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313397 members 
Mstep: Class 11 contains 7141 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 41144 members 
Mstep: Class 17 contains 49745 members 
Mstep: Class 19 contains 52625 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752456.000000 Penalty: 66254.992188
Iteration 169Q: 21 clusters Score -7.075246e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 5760 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 8258 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124756 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313428 members 
Mstep: Class 11 contains 7141 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 41145 members 
Mstep: Class 17 contains 49669 members 
Mstep: Class 19 contains 52655 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752472.000000 Penalty: 66254.992188
Iteration 170Q: 21 clusters Score -7.075247e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124778 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313436 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 41144 members 
Mstep: Class 17 contains 49604 members 
Mstep: Class 19 contains 52687 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752440.000000 Penalty: 66254.992188
Iteration 171Q: 21 clusters Score -7.075244e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124802 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313453 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 41143 members 
Mstep: Class 17 contains 49547 members 
Mstep: Class 19 contains 52707 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752488.000000 Penalty: 66254.992188
Iteration 172Q: 21 clusters Score -7.075249e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 5743 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124823 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313452 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 41143 members 
Mstep: Class 17 contains 49505 members 
Mstep: Class 19 contains 52730 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752456.000000 Penalty: 66254.992188
Iteration 173Q: 21 clusters Score -7.075246e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 5740 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124838 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313460 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 41143 members 
Mstep: Class 17 contains 49463 members 
Mstep: Class 19 contains 52751 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752464.000000 Penalty: 66254.992188
Iteration 174Q: 21 clusters Score -7.075246e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 5733 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124858 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313463 members 
Mstep: Class 11 contains 7146 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 41145 members 
Mstep: Class 17 contains 49426 members 
Mstep: Class 19 contains 52767 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752488.000000 Penalty: 66254.992188
Iteration 175Q: 21 clusters Score -7.075249e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 5726 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 8263 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124870 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313475 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 41144 members 
Mstep: Class 17 contains 49382 members 
Mstep: Class 19 contains 52786 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752456.000000 Penalty: 66254.992188
Iteration 176Q: 21 clusters Score -7.075246e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 5721 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 8264 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124884 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313490 members 
Mstep: Class 11 contains 7157 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 41146 members 
Mstep: Class 17 contains 49330 members 
Mstep: Class 19 contains 52803 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752408.000000 Penalty: 66254.992188
Iteration 177Q: 21 clusters Score -7.075241e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 8267 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124897 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313498 members 
Mstep: Class 11 contains 7163 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 41147 members 
Mstep: Class 17 contains 49284 members 
Mstep: Class 19 contains 52818 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752400.000000 Penalty: 66254.992188
Iteration 178Q: 21 clusters Score -7.07524e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 8268 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124903 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313511 members 
Mstep: Class 11 contains 7164 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 41148 members 
Mstep: Class 17 contains 49253 members 
Mstep: Class 19 contains 52831 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752376.000000 Penalty: 66254.992188
Iteration 179Q: 21 clusters Score -7.075238e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 5710 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 8269 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124903 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313536 members 
Mstep: Class 11 contains 7167 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 41147 members 
Mstep: Class 17 contains 49211 members 
Mstep: Class 19 contains 52849 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752344.000000 Penalty: 66254.992188
Iteration 180F: 21 clusters Score -7.075234e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 5704 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 8269 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124913 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313556 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 41147 members 
Mstep: Class 17 contains 49163 members 
Mstep: Class 19 contains 52868 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752368.000000 Penalty: 66254.992188
Iteration 181Q: 21 clusters Score -7.075237e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 5697 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 8269 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 124917 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313575 members 
Mstep: Class 11 contains 7178 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 41149 members 
Mstep: Class 17 contains 49123 members 
Mstep: Class 19 contains 52885 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3311.713379 but Gain 3312.753906
Score: -70752336.000000 Penalty: 62942.238281
Iteration 182Q: 20 clusters Score -7.075234e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 5710 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 8269 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125282 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313615 members 
Mstep: Class 11 contains 7184 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 41150 members 
Mstep: Class 17 contains 49736 members 
Mstep: Class 19 contains 52901 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753816.000000 Penalty: 62942.238281
Iteration 183Q: 20 clusters Score -7.075382e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 5686 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 8276 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125336 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313755 members 
Mstep: Class 11 contains 7195 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 976 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 41152 members 
Mstep: Class 17 contains 49444 members 
Mstep: Class 19 contains 52980 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753832.000000 Penalty: 62942.238281
Iteration 184Q: 20 clusters Score -7.075383e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 5671 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8282 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125380 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313865 members 
Mstep: Class 11 contains 7202 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 977 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41156 members 
Mstep: Class 17 contains 49213 members 
Mstep: Class 19 contains 53041 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753880.000000 Penalty: 62942.238281
Iteration 185Q: 20 clusters Score -7.075388e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 5658 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 8283 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125403 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 313966 members 
Mstep: Class 11 contains 7207 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 979 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41153 members 
Mstep: Class 17 contains 49034 members 
Mstep: Class 19 contains 53097 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753944.000000 Penalty: 62942.238281
Iteration 186Q: 20 clusters Score -7.075394e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 5654 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125421 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314046 members 
Mstep: Class 11 contains 7213 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41153 members 
Mstep: Class 17 contains 48877 members 
Mstep: Class 19 contains 53140 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753936.000000 Penalty: 62942.238281
Iteration 187Q: 20 clusters Score -7.075394e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 5647 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 8289 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125458 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314113 members 
Mstep: Class 11 contains 7223 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41154 members 
Mstep: Class 17 contains 48727 members 
Mstep: Class 19 contains 53179 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753976.000000 Penalty: 62942.238281
Iteration 188Q: 20 clusters Score -7.075398e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 5644 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8290 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125487 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314164 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41163 members 
Mstep: Class 17 contains 48607 members 
Mstep: Class 19 contains 53203 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753928.000000 Penalty: 62942.238281
Iteration 189Q: 20 clusters Score -7.075393e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 5644 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125519 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314206 members 
Mstep: Class 11 contains 7245 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41177 members 
Mstep: Class 17 contains 48489 members 
Mstep: Class 19 contains 53220 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753960.000000 Penalty: 62942.238281
Iteration 190Q: 20 clusters Score -7.075396e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 5644 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125555 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314255 members 
Mstep: Class 11 contains 7252 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41187 members 
Mstep: Class 17 contains 48373 members 
Mstep: Class 19 contains 53228 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70754008.000000 Penalty: 62942.238281
Iteration 191Q: 20 clusters Score -7.075401e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 5643 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8290 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125601 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314300 members 
Mstep: Class 11 contains 7257 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41193 members 
Mstep: Class 17 contains 48265 members 
Mstep: Class 19 contains 53234 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753976.000000 Penalty: 62942.238281
Iteration 192Q: 20 clusters Score -7.075398e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 5643 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125631 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314300 members 
Mstep: Class 11 contains 7265 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41201 members 
Mstep: Class 17 contains 48205 members 
Mstep: Class 19 contains 53241 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753976.000000 Penalty: 62942.238281
Iteration 193Q: 20 clusters Score -7.075398e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 5643 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8285 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125641 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314332 members 
Mstep: Class 11 contains 7273 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41210 members 
Mstep: Class 17 contains 48136 members 
Mstep: Class 19 contains 53248 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753928.000000 Penalty: 62942.238281
Iteration 194Q: 20 clusters Score -7.075393e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 5644 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8283 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125663 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314356 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41216 members 
Mstep: Class 17 contains 48068 members 
Mstep: Class 19 contains 53258 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753936.000000 Penalty: 62942.238281
Iteration 195Q: 20 clusters Score -7.075394e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 5644 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125678 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314367 members 
Mstep: Class 11 contains 7280 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41218 members 
Mstep: Class 17 contains 48021 members 
Mstep: Class 19 contains 53264 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753952.000000 Penalty: 62942.238281
Iteration 196Q: 20 clusters Score -7.075395e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 5644 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8284 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125688 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314384 members 
Mstep: Class 11 contains 7286 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41217 members 
Mstep: Class 17 contains 47978 members 
Mstep: Class 19 contains 53273 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70754008.000000 Penalty: 62942.238281
Iteration 197Q: 20 clusters Score -7.075401e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5645 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8282 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125701 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314399 members 
Mstep: Class 11 contains 7292 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41218 members 
Mstep: Class 17 contains 47935 members 
Mstep: Class 19 contains 53279 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753984.000000 Penalty: 62942.238281
Iteration 198Q: 20 clusters Score -7.075398e+07 nChanged 78
Entering ConstructFrom: 
Score: -70753984.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (16478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Entering Unmasked Estep 
Score: -1907891.375000 Penalty: 2408.025879
	Iteration 0F: 2 clusters Score -1907891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1896103.250000 Penalty: 4816.051758
	Iteration 0F: 3 clusters Score -1896103 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1899814.750000 Penalty: 4816.051758
	Iteration 1F: 3 clusters Score -1899815 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1900151.625000 Penalty: 4816.051758
	Iteration 2F: 3 clusters Score -1900152 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1900392.250000 Penalty: 4816.051758
	Iteration 3Q: 3 clusters Score -1900392 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1900595.875000 Penalty: 4816.051758
	Iteration 4Q: 3 clusters Score -1900596 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1900792.375000 Penalty: 4816.051758
	Iteration 5Q: 3 clusters Score -1900792 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1901019.125000 Penalty: 4816.051758
	Iteration 6Q: 3 clusters Score -1901019 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1901282.000000 Penalty: 4816.051758
	Iteration 7Q: 3 clusters Score -1901282 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1901585.000000 Penalty: 4816.051758
	Iteration 8Q: 3 clusters Score -1901585 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1901922.125000 Penalty: 4816.051758
	Iteration 9Q: 3 clusters Score -1901922 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1902279.000000 Penalty: 4816.051758
	Iteration 10Q: 3 clusters Score -1902279 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1902620.375000 Penalty: 4816.051758
	Iteration 11Q: 3 clusters Score -1902620 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1902961.625000 Penalty: 4816.051758
	Iteration 12Q: 3 clusters Score -1902962 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1903294.875000 Penalty: 4816.051758
	Iteration 13Q: 3 clusters Score -1903295 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1903593.625000 Penalty: 4816.051758
	Iteration 14Q: 3 clusters Score -1903594 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1903871.750000 Penalty: 4816.051758
	Iteration 15Q: 3 clusters Score -1903872 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1904114.750000 Penalty: 4816.051758
	Iteration 16Q: 3 clusters Score -1904115 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1904329.125000 Penalty: 4816.051758
	Iteration 17Q: 3 clusters Score -1904329 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1904513.500000 Penalty: 4816.051758
	Iteration 18Q: 3 clusters Score -1904514 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1904673.500000 Penalty: 4816.051758
	Iteration 19Q: 3 clusters Score -1904674 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1904820.375000 Penalty: 4816.051758
	Iteration 20F: 3 clusters Score -1904820 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1904960.375000 Penalty: 4816.051758
	Iteration 21Q: 3 clusters Score -1904960 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1905076.000000 Penalty: 4816.051758
	Iteration 22Q: 3 clusters Score -1905076 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1905168.750000 Penalty: 4816.051758
	Iteration 23Q: 3 clusters Score -1905169 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1905259.625000 Penalty: 4816.051758
	Iteration 24Q: 3 clusters Score -1905260 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1905349.875000 Penalty: 4816.051758
	Iteration 25Q: 3 clusters Score -1905350 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1905418.250000 Penalty: 4816.051758
	Iteration 26Q: 3 clusters Score -1905418 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1905476.375000 Penalty: 4816.051758
	Iteration 27Q: 3 clusters Score -1905476 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1905524.000000 Penalty: 4816.051758
	Iteration 28Q: 3 clusters Score -1905524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1905560.125000 Penalty: 4816.051758
	Iteration 29Q: 3 clusters Score -1905560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1905589.375000 Penalty: 4816.051758
	Iteration 30Q: 3 clusters Score -1905589 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1905612.625000 Penalty: 4816.051758
	Iteration 31Q: 3 clusters Score -1905613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1905631.500000 Penalty: 4816.051758
	Iteration 32Q: 3 clusters Score -1905632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1905642.500000 Penalty: 4816.051758
	Iteration 33Q: 3 clusters Score -1905642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1905649.000000 Penalty: 4816.051758
	Iteration 34Q: 3 clusters Score -1905649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1905659.375000 Penalty: 4816.051758
	Iteration 35Q: 3 clusters Score -1905659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1905671.000000 Penalty: 4816.051758
	Iteration 36Q: 3 clusters Score -1905671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1905675.125000 Penalty: 4816.051758
	Iteration 37Q: 3 clusters Score -1905675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1905680.375000 Penalty: 4816.051758
	Iteration 38Q: 3 clusters Score -1905680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1905686.875000 Penalty: 4816.051758
	Iteration 39Q: 3 clusters Score -1905687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1905696.750000 Penalty: 4816.051758
	Iteration 40F: 3 clusters Score -1905697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1905700.250000 Penalty: 4816.051758
	Iteration 41Q: 3 clusters Score -1905700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1905707.625000 Penalty: 4816.051758
	Iteration 42Q: 3 clusters Score -1905708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1905714.000000 Penalty: 4816.051758
	Iteration 43Q: 3 clusters Score -1905714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1905715.125000 Penalty: 4816.051758
	Iteration 44Q: 3 clusters Score -1905715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1905717.375000 Penalty: 4816.051758
	Iteration 45Q: 3 clusters Score -1905717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1905727.125000 Penalty: 4816.051758
	Iteration 46Q: 3 clusters Score -1905727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1905730.875000 Penalty: 4816.051758
	Iteration 47Q: 3 clusters Score -1905731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1905739.125000 Penalty: 4816.051758
	Iteration 48Q: 3 clusters Score -1905739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1905741.250000 Penalty: 4816.051758
	Iteration 49Q: 3 clusters Score -1905741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1905745.500000 Penalty: 4816.051758
	Iteration 50Q: 3 clusters Score -1905746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1905746.750000 Penalty: 4816.051758
	Iteration 51Q: 3 clusters Score -1905747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1905748.250000 Penalty: 4816.051758
	Iteration 52Q: 3 clusters Score -1905748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1905749.625000 Penalty: 4816.051758
	Iteration 53Q: 3 clusters Score -1905750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1905756.250000 Penalty: 4816.051758
	Iteration 54Q: 3 clusters Score -1905756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1905760.750000 Penalty: 4816.051758
	Iteration 55Q: 3 clusters Score -1905761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1905765.125000 Penalty: 4816.051758
	Iteration 56Q: 3 clusters Score -1905765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1905764.125000 Penalty: 4816.051758
	Iteration 57Q: 3 clusters Score -1905764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1905767.500000 Penalty: 4816.051758
	Iteration 58Q: 3 clusters Score -1905768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1905772.250000 Penalty: 4816.051758
	Iteration 59Q: 3 clusters Score -1905772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1905772.125000 Penalty: 4816.051758
	Iteration 60F: 3 clusters Score -1905772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1905772.750000 Penalty: 4816.051758
	Iteration 61Q: 3 clusters Score -1905773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1905773.750000 Penalty: 4816.051758
	Iteration 62Q: 3 clusters Score -1905774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1905773.500000 Penalty: 4816.051758
	Iteration 63Q: 3 clusters Score -1905774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1905776.375000 Penalty: 4816.051758
	Iteration 64Q: 3 clusters Score -1905776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1905780.250000 Penalty: 4816.051758
	Iteration 65Q: 3 clusters Score -1905780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1905780.125000 Penalty: 4816.051758
	Iteration 66Q: 3 clusters Score -1905780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1905786.500000 Penalty: 4816.051758
	Iteration 67Q: 3 clusters Score -1905786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1905786.875000 Penalty: 4816.051758
	Iteration 68Q: 3 clusters Score -1905787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1905793.125000 Penalty: 4816.051758
	Iteration 69Q: 3 clusters Score -1905793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1905797.375000 Penalty: 4816.051758
	Iteration 70Q: 3 clusters Score -1905797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1905799.500000 Penalty: 4816.051758
	Iteration 71Q: 3 clusters Score -1905800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1905807.375000 Penalty: 4816.051758
	Iteration 72Q: 3 clusters Score -1905807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1905815.625000 Penalty: 4816.051758
	Iteration 73Q: 3 clusters Score -1905816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1905823.500000 Penalty: 4816.051758
	Iteration 74Q: 3 clusters Score -1905824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1905825.000000 Penalty: 4816.051758
	Iteration 75Q: 3 clusters Score -1905825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1905827.750000 Penalty: 4816.051758
	Iteration 76Q: 3 clusters Score -1905828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1905832.375000 Penalty: 4816.051758
	Iteration 77Q: 3 clusters Score -1905832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1905836.750000 Penalty: 4816.051758
	Iteration 78Q: 3 clusters Score -1905837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1905839.875000 Penalty: 4816.051758
	Iteration 79Q: 3 clusters Score -1905840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1905844.500000 Penalty: 4816.051758
	Iteration 80F: 3 clusters Score -1905844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1905845.375000 Penalty: 4816.051758
	Iteration 81Q: 3 clusters Score -1905845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1905847.750000 Penalty: 4816.051758
	Iteration 82Q: 3 clusters Score -1905848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1905853.250000 Penalty: 4816.051758
	Iteration 83Q: 3 clusters Score -1905853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1905856.875000 Penalty: 4816.051758
	Iteration 84Q: 3 clusters Score -1905857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1905857.500000 Penalty: 4816.051758
	Iteration 85Q: 3 clusters Score -1905858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1905858.875000 Penalty: 4816.051758
	Iteration 86Q: 3 clusters Score -1905859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1905859.750000 Penalty: 4816.051758
	Iteration 87Q: 3 clusters Score -1905860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1905865.125000 Penalty: 4816.051758
	Iteration 88Q: 3 clusters Score -1905865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -1905866.250000 Penalty: 4816.051758
	Iteration 89Q: 3 clusters Score -1905866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1905868.875000 Penalty: 4816.051758
	Iteration 90Q: 3 clusters Score -1905869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1905870.000000 Penalty: 4816.051758
	Iteration 91Q: 3 clusters Score -1905870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1905872.250000 Penalty: 4816.051758
	Iteration 92Q: 3 clusters Score -1905872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1905871.000000 Penalty: 4816.051758
	Iteration 93Q: 3 clusters Score -1905871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1905872.750000 Penalty: 4816.051758
	Iteration 94Q: 3 clusters Score -1905873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1905872.625000 Penalty: 4816.051758
	Iteration 95Q: 3 clusters Score -1905873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1905872.625000 Penalty: 4816.051758
	Iteration 96F: 3 clusters Score -1905873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Entering Unmasked Estep 
Score: -623543.625000 Penalty: 2142.354248
	Iteration 0F: 2 clusters Score -623543.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -618555.437500 Penalty: 4284.708496
	Iteration 0F: 3 clusters Score -618555.4 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -619774.437500 Penalty: 4284.708496
	Iteration 1F: 3 clusters Score -619774.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -620040.687500 Penalty: 4284.708496
	Iteration 2F: 3 clusters Score -620040.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -620223.375000 Penalty: 4284.708496
	Iteration 3F: 3 clusters Score -620223.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -620356.812500 Penalty: 4284.708496
	Iteration 4Q: 3 clusters Score -620356.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -620511.812500 Penalty: 4284.708496
	Iteration 5Q: 3 clusters Score -620511.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -620667.812500 Penalty: 4284.708496
	Iteration 6Q: 3 clusters Score -620667.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -620791.875000 Penalty: 4284.708496
	Iteration 7Q: 3 clusters Score -620791.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -620887.875000 Penalty: 4284.708496
	Iteration 8Q: 3 clusters Score -620887.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -620978.937500 Penalty: 4284.708496
	Iteration 9Q: 3 clusters Score -620978.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -621058.375000 Penalty: 4284.708496
	Iteration 10Q: 3 clusters Score -621058.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -621140.187500 Penalty: 4284.708496
	Iteration 11Q: 3 clusters Score -621140.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -621216.937500 Penalty: 4284.708496
	Iteration 12Q: 3 clusters Score -621216.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -621305.562500 Penalty: 4284.708496
	Iteration 13Q: 3 clusters Score -621305.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -621400.812500 Penalty: 4284.708496
	Iteration 14Q: 3 clusters Score -621400.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -621464.437500 Penalty: 4284.708496
	Iteration 15Q: 3 clusters Score -621464.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -621518.000000 Penalty: 4284.708496
	Iteration 16Q: 3 clusters Score -621518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -621559.875000 Penalty: 4284.708496
	Iteration 17Q: 3 clusters Score -621559.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -621600.375000 Penalty: 4284.708496
	Iteration 18Q: 3 clusters Score -621600.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -621637.437500 Penalty: 4284.708496
	Iteration 19Q: 3 clusters Score -621637.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -621672.500000 Penalty: 4284.708496
	Iteration 20F: 3 clusters Score -621672.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -621703.937500 Penalty: 4284.708496
	Iteration 21Q: 3 clusters Score -621703.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -621728.250000 Penalty: 4284.708496
	Iteration 22Q: 3 clusters Score -621728.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -621747.625000 Penalty: 4284.708496
	Iteration 23Q: 3 clusters Score -621747.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -621759.625000 Penalty: 4284.708496
	Iteration 24Q: 3 clusters Score -621759.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -621766.812500 Penalty: 4284.708496
	Iteration 25Q: 3 clusters Score -621766.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -621774.687500 Penalty: 4284.708496
	Iteration 26Q: 3 clusters Score -621774.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -621780.875000 Penalty: 4284.708496
	Iteration 27Q: 3 clusters Score -621780.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -621783.937500 Penalty: 4284.708496
	Iteration 28Q: 3 clusters Score -621783.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -621786.937500 Penalty: 4284.708496
	Iteration 29Q: 3 clusters Score -621786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -621789.625000 Penalty: 4284.708496
	Iteration 30Q: 3 clusters Score -621789.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -621791.937500 Penalty: 4284.708496
	Iteration 31Q: 3 clusters Score -621791.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -621796.812500 Penalty: 4284.708496
	Iteration 32Q: 3 clusters Score -621796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -621798.750000 Penalty: 4284.708496
	Iteration 33Q: 3 clusters Score -621798.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -621800.687500 Penalty: 4284.708496
	Iteration 34Q: 3 clusters Score -621800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -621802.062500 Penalty: 4284.708496
	Iteration 35Q: 3 clusters Score -621802.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -621804.500000 Penalty: 4284.708496
	Iteration 36Q: 3 clusters Score -621804.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -621805.812500 Penalty: 4284.708496
	Iteration 37Q: 3 clusters Score -621805.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -621808.250000 Penalty: 4284.708496
	Iteration 38Q: 3 clusters Score -621808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -621809.187500 Penalty: 4284.708496
	Iteration 39Q: 3 clusters Score -621809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -621808.562500 Penalty: 4284.708496
	Iteration 40F: 3 clusters Score -621808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -621809.625000 Penalty: 4284.708496
	Iteration 41Q: 3 clusters Score -621809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -621810.625000 Penalty: 4284.708496
	Iteration 42Q: 3 clusters Score -621810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -621810.125000 Penalty: 4284.708496
	Iteration 43Q: 3 clusters Score -621810.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -621810.125000 Penalty: 4284.708496
	Iteration 44F: 3 clusters Score -621810.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -173550.812500 Penalty: 1830.148682
	Iteration 0F: 2 clusters Score -173550.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -171201.828125 Penalty: 3660.297363
	Iteration 0F: 3 clusters Score -171201.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -171621.968750 Penalty: 3660.297363
	Iteration 1F: 3 clusters Score -171622 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -171768.031250 Penalty: 3660.297363
	Iteration 2F: 3 clusters Score -171768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -171859.328125 Penalty: 3660.297363
	Iteration 3Q: 3 clusters Score -171859.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -171936.562500 Penalty: 3660.297363
	Iteration 4Q: 3 clusters Score -171936.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -172014.718750 Penalty: 3660.297363
	Iteration 5Q: 3 clusters Score -172014.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -172096.515625 Penalty: 3660.297363
	Iteration 6Q: 3 clusters Score -172096.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -172207.890625 Penalty: 3660.297363
	Iteration 7Q: 3 clusters Score -172207.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -172323.937500 Penalty: 3660.297363
	Iteration 8Q: 3 clusters Score -172323.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -172461.140625 Penalty: 3660.297363
	Iteration 9Q: 3 clusters Score -172461.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -172606.343750 Penalty: 3660.297363
	Iteration 10Q: 3 clusters Score -172606.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -172714.390625 Penalty: 3660.297363
	Iteration 11Q: 3 clusters Score -172714.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -172802.281250 Penalty: 3660.297363
	Iteration 12Q: 3 clusters Score -172802.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -172854.734375 Penalty: 3660.297363
	Iteration 13Q: 3 clusters Score -172854.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -172885.015625 Penalty: 3660.297363
	Iteration 14Q: 3 clusters Score -172885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -172898.750000 Penalty: 3660.297363
	Iteration 15Q: 3 clusters Score -172898.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -172906.593750 Penalty: 3660.297363
	Iteration 16Q: 3 clusters Score -172906.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -172913.468750 Penalty: 3660.297363
	Iteration 17Q: 3 clusters Score -172913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -172915.203125 Penalty: 3660.297363
	Iteration 18Q: 3 clusters Score -172915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -172915.203125 Penalty: 3660.297363
	Iteration 19F: 3 clusters Score -172915.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Entering Unmasked Estep 
Score: -954063.187500 Penalty: 2237.416260
	Iteration 0F: 2 clusters Score -954063.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -947521.000000 Penalty: 4474.832520
	Iteration 0F: 3 clusters Score -947521 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -949384.250000 Penalty: 4474.832520
	Iteration 1F: 3 clusters Score -949384.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -949720.125000 Penalty: 4474.832520
	Iteration 2F: 3 clusters Score -949720.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -949989.312500 Penalty: 4474.832520
	Iteration 3F: 3 clusters Score -949989.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -950256.125000 Penalty: 4474.832520
	Iteration 4Q: 3 clusters Score -950256.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -950578.375000 Penalty: 4474.832520
	Iteration 5F: 3 clusters Score -950578.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -950968.062500 Penalty: 4474.832520
	Iteration 6F: 3 clusters Score -950968.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -951427.625000 Penalty: 4474.832520
	Iteration 7F: 3 clusters Score -951427.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -951892.562500 Penalty: 4474.832520
	Iteration 8F: 3 clusters Score -951892.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -952355.062500 Penalty: 4474.832520
	Iteration 9F: 3 clusters Score -952355.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -952782.500000 Penalty: 4474.832520
	Iteration 10F: 3 clusters Score -952782.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -953075.125000 Penalty: 4474.832520
	Iteration 11Q: 3 clusters Score -953075.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -953292.937500 Penalty: 4474.832520
	Iteration 12Q: 3 clusters Score -953292.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -953452.437500 Penalty: 4474.832520
	Iteration 13Q: 3 clusters Score -953452.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -953553.687500 Penalty: 4474.832520
	Iteration 14Q: 3 clusters Score -953553.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -953611.125000 Penalty: 4474.832520
	Iteration 15Q: 3 clusters Score -953611.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -953636.062500 Penalty: 4474.832520
	Iteration 16Q: 3 clusters Score -953636.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -953645.812500 Penalty: 4474.832520
	Iteration 17Q: 3 clusters Score -953645.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -953662.687500 Penalty: 4474.832520
	Iteration 18Q: 3 clusters Score -953662.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -953669.750000 Penalty: 4474.832520
	Iteration 19Q: 3 clusters Score -953669.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -953675.000000 Penalty: 4474.832520
	Iteration 20F: 3 clusters Score -953675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -953676.625000 Penalty: 4474.832520
	Iteration 21Q: 3 clusters Score -953676.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -953679.500000 Penalty: 4474.832520
	Iteration 22Q: 3 clusters Score -953679.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -953683.500000 Penalty: 4474.832520
	Iteration 23Q: 3 clusters Score -953683.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -953684.375000 Penalty: 4474.832520
	Iteration 24Q: 3 clusters Score -953684.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -953686.875000 Penalty: 4474.832520
	Iteration 25Q: 3 clusters Score -953686.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -953688.250000 Penalty: 4474.832520
	Iteration 26Q: 3 clusters Score -953688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -953688.687500 Penalty: 4474.832520
	Iteration 27Q: 3 clusters Score -953688.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -953689.500000 Penalty: 4474.832520
	Iteration 28Q: 3 clusters Score -953689.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -953696.687500 Penalty: 4474.832520
	Iteration 29Q: 3 clusters Score -953696.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -953700.125000 Penalty: 4474.832520
	Iteration 30Q: 3 clusters Score -953700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -953702.750000 Penalty: 4474.832520
	Iteration 31Q: 3 clusters Score -953702.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -953702.750000 Penalty: 4474.832520
	Iteration 32F: 3 clusters Score -953702.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -83183.898438 Penalty: 1674.562988
	Iteration 0F: 2 clusters Score -83183.9 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 420 members 
Entering Unmasked Estep 
Score: -81347.304688 Penalty: 3349.125977
	Iteration 0F: 3 clusters Score -81347.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -81677.781250 Penalty: 3349.125977
	Iteration 1F: 3 clusters Score -81677.78 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81809.023438 Penalty: 3349.125977
	Iteration 2F: 3 clusters Score -81809.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81899.328125 Penalty: 3349.125977
	Iteration 3Q: 3 clusters Score -81899.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81987.054688 Penalty: 3349.125977
	Iteration 4Q: 3 clusters Score -81987.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82069.195312 Penalty: 3349.125977
	Iteration 5Q: 3 clusters Score -82069.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82144.695312 Penalty: 3349.125977
	Iteration 6Q: 3 clusters Score -82144.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82211.898438 Penalty: 3349.125977
	Iteration 7Q: 3 clusters Score -82211.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82334.765625 Penalty: 3349.125977
	Iteration 8Q: 3 clusters Score -82334.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82527.039062 Penalty: 3349.125977
	Iteration 9Q: 3 clusters Score -82527.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82600.804688 Penalty: 3349.125977
	Iteration 10Q: 3 clusters Score -82600.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82635.242188 Penalty: 3349.125977
	Iteration 11Q: 3 clusters Score -82635.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82650.750000 Penalty: 3349.125977
	Iteration 12Q: 3 clusters Score -82650.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82672.179688 Penalty: 3349.125977
	Iteration 13Q: 3 clusters Score -82672.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82693.156250 Penalty: 3349.125977
	Iteration 14Q: 3 clusters Score -82693.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82700.265625 Penalty: 3349.125977
	Iteration 15Q: 3 clusters Score -82700.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82707.710938 Penalty: 3349.125977
	Iteration 16Q: 3 clusters Score -82707.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82709.476562 Penalty: 3349.125977
	Iteration 17Q: 3 clusters Score -82709.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82711.671875 Penalty: 3349.125977
	Iteration 18Q: 3 clusters Score -82711.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82717.500000 Penalty: 3349.125977
	Iteration 19Q: 3 clusters Score -82717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -82719.546875 Penalty: 3349.125977
	Iteration 20F: 3 clusters Score -82719.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82727.695312 Penalty: 3349.125977
	Iteration 21Q: 3 clusters Score -82727.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82732.773438 Penalty: 3349.125977
	Iteration 22Q: 3 clusters Score -82732.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82738.320312 Penalty: 3349.125977
	Iteration 23Q: 3 clusters Score -82738.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82742.593750 Penalty: 3349.125977
	Iteration 24Q: 3 clusters Score -82742.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82756.406250 Penalty: 3349.125977
	Iteration 25Q: 3 clusters Score -82756.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82761.367188 Penalty: 3349.125977
	Iteration 26Q: 3 clusters Score -82761.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82774.484375 Penalty: 3349.125977
	Iteration 27Q: 3 clusters Score -82774.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82790.976562 Penalty: 3349.125977
	Iteration 28Q: 3 clusters Score -82790.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82801.054688 Penalty: 3349.125977
	Iteration 29Q: 3 clusters Score -82801.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82801.054688 Penalty: 3349.125977
	Iteration 30F: 3 clusters Score -82801.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -106860.210938 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -106860.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -105021.539062 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -105021.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105535.281250 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -105535.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -105925.015625 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -105925 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -106336.617188 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -106336.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -106674.804688 Penalty: 3482.014648
	Iteration 4F: 3 clusters Score -106674.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -107183.718750 Penalty: 3482.014648
	Iteration 5F: 3 clusters Score -107183.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -107554.257812 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -107554.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -107644.546875 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -107644.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -107750.414062 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -107750.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -107794.742188 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -107794.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -107834.906250 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -107834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -107856.085938 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -107856.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -107907.539062 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -107907.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -108076.718750 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -108076.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -108122.539062 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -108122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -108126.453125 Penalty: 3482.014648
	Iteration 15F: 3 clusters Score -108126.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -108135.859375 Penalty: 3482.014648
	Iteration 16Q: 3 clusters Score -108135.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -108173.648438 Penalty: 3482.014648
	Iteration 17Q: 3 clusters Score -108173.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -108191.054688 Penalty: 3482.014648
	Iteration 18Q: 3 clusters Score -108191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -108193.664062 Penalty: 3482.014648
	Iteration 19Q: 3 clusters Score -108193.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -108193.664062 Penalty: 3482.014648
	Iteration 20F: 3 clusters Score -108193.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5645 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8282 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 125712 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314410 members 
Mstep: Class 11 contains 7294 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41220 members 
Mstep: Class 17 contains 47898 members 
Mstep: Class 19 contains 53290 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
Score: -70753736.000000 Penalty: 66254.992188
Splitting cluster 7 changes total score from -70753984.000000 to -70753736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (125712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125712 members 
Entering Unmasked Estep 
Score: -14282193.000000 Penalty: 2911.953613
	Iteration 0F: 2 clusters Score -1.428219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -14199443.000000 Penalty: 5823.907227
	Iteration 0F: 3 clusters Score -1.419944e+07 nChanged 59767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -14233543.000000 Penalty: 5823.907227
	Iteration 1F: 3 clusters Score -1.423354e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -14234435.000000 Penalty: 5823.907227
	Iteration 2Q: 3 clusters Score -1.423444e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -14235368.000000 Penalty: 5823.907227
	Iteration 3Q: 3 clusters Score -1.423537e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -14236480.000000 Penalty: 5823.907227
	Iteration 4Q: 3 clusters Score -1.423648e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -14237717.000000 Penalty: 5823.907227
	Iteration 5Q: 3 clusters Score -1.423772e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -14239456.000000 Penalty: 5823.907227
	Iteration 6Q: 3 clusters Score -1.423946e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66880 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -14241703.000000 Penalty: 5823.907227
	Iteration 7Q: 3 clusters Score -1.42417e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -14244572.000000 Penalty: 5823.907227
	Iteration 8Q: 3 clusters Score -1.424457e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -14248397.000000 Penalty: 5823.907227
	Iteration 9F: 3 clusters Score -1.42484e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -14253406.000000 Penalty: 5823.907227
	Iteration 10F: 3 clusters Score -1.425341e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -14259148.000000 Penalty: 5823.907227
	Iteration 11F: 3 clusters Score -1.425915e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -14263873.000000 Penalty: 5823.907227
	Iteration 12F: 3 clusters Score -1.426387e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -14266434.000000 Penalty: 5823.907227
	Iteration 13Q: 3 clusters Score -1.426643e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76217 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -14267568.000000 Penalty: 5823.907227
	Iteration 14Q: 3 clusters Score -1.426757e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -14268382.000000 Penalty: 5823.907227
	Iteration 15Q: 3 clusters Score -1.426838e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -14268937.000000 Penalty: 5823.907227
	Iteration 16Q: 3 clusters Score -1.426894e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -14269312.000000 Penalty: 5823.907227
	Iteration 17Q: 3 clusters Score -1.426931e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -14269711.000000 Penalty: 5823.907227
	Iteration 18Q: 3 clusters Score -1.426971e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -14270122.000000 Penalty: 5823.907227
	Iteration 19Q: 3 clusters Score -1.427012e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -14270607.000000 Penalty: 5823.907227
	Iteration 20F: 3 clusters Score -1.427061e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -14271196.000000 Penalty: 5823.907227
	Iteration 21Q: 3 clusters Score -1.42712e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -14271845.000000 Penalty: 5823.907227
	Iteration 22Q: 3 clusters Score -1.427184e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88424 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -14272612.000000 Penalty: 5823.907227
	Iteration 23Q: 3 clusters Score -1.427261e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90281 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -14273327.000000 Penalty: 5823.907227
	Iteration 24Q: 3 clusters Score -1.427333e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92187 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -14274275.000000 Penalty: 5823.907227
	Iteration 25Q: 3 clusters Score -1.427428e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94067 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -14275287.000000 Penalty: 5823.907227
	Iteration 26Q: 3 clusters Score -1.427529e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95950 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -14276430.000000 Penalty: 5823.907227
	Iteration 27Q: 3 clusters Score -1.427643e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -14277673.000000 Penalty: 5823.907227
	Iteration 28Q: 3 clusters Score -1.427767e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99359 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -14278681.000000 Penalty: 5823.907227
	Iteration 29Q: 3 clusters Score -1.427868e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100666 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -14279297.000000 Penalty: 5823.907227
	Iteration 30Q: 3 clusters Score -1.42793e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101824 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -14279811.000000 Penalty: 5823.907227
	Iteration 31Q: 3 clusters Score -1.427981e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102847 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -14280042.000000 Penalty: 5823.907227
	Iteration 32Q: 3 clusters Score -1.428004e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103738 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -14280237.000000 Penalty: 5823.907227
	Iteration 33Q: 3 clusters Score -1.428024e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -14280414.000000 Penalty: 5823.907227
	Iteration 34Q: 3 clusters Score -1.428041e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105208 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -14280581.000000 Penalty: 5823.907227
	Iteration 35Q: 3 clusters Score -1.428058e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -14280744.000000 Penalty: 5823.907227
	Iteration 36Q: 3 clusters Score -1.428074e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106396 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -14280832.000000 Penalty: 5823.907227
	Iteration 37Q: 3 clusters Score -1.428083e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106931 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -14280878.000000 Penalty: 5823.907227
	Iteration 38Q: 3 clusters Score -1.428088e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107408 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -14280962.000000 Penalty: 5823.907227
	Iteration 39Q: 3 clusters Score -1.428096e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107836 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -14281031.000000 Penalty: 5823.907227
	Iteration 40F: 3 clusters Score -1.428103e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108224 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -14281039.000000 Penalty: 5823.907227
	Iteration 41Q: 3 clusters Score -1.428104e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -14281030.000000 Penalty: 5823.907227
	Iteration 42Q: 3 clusters Score -1.428103e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108822 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -14281045.000000 Penalty: 5823.907227
	Iteration 43Q: 3 clusters Score -1.428104e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109082 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -14281044.000000 Penalty: 5823.907227
	Iteration 44Q: 3 clusters Score -1.428104e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109320 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -14281039.000000 Penalty: 5823.907227
	Iteration 45Q: 3 clusters Score -1.428104e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109545 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -14281057.000000 Penalty: 5823.907227
	Iteration 46Q: 3 clusters Score -1.428106e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109730 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -14281078.000000 Penalty: 5823.907227
	Iteration 47Q: 3 clusters Score -1.428108e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109892 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -14281098.000000 Penalty: 5823.907227
	Iteration 48Q: 3 clusters Score -1.42811e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110022 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -14281097.000000 Penalty: 5823.907227
	Iteration 49Q: 3 clusters Score -1.42811e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -14281104.000000 Penalty: 5823.907227
	Iteration 50Q: 3 clusters Score -1.42811e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110244 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -14281128.000000 Penalty: 5823.907227
	Iteration 51Q: 3 clusters Score -1.428113e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -14281126.000000 Penalty: 5823.907227
	Iteration 52Q: 3 clusters Score -1.428113e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110420 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -14281096.000000 Penalty: 5823.907227
	Iteration 53Q: 3 clusters Score -1.42811e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110507 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -14281112.000000 Penalty: 5823.907227
	Iteration 54Q: 3 clusters Score -1.428111e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -14281111.000000 Penalty: 5823.907227
	Iteration 55Q: 3 clusters Score -1.428111e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110682 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -14281130.000000 Penalty: 5823.907227
	Iteration 56Q: 3 clusters Score -1.428113e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110744 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -14281129.000000 Penalty: 5823.907227
	Iteration 57Q: 3 clusters Score -1.428113e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110799 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -14281150.000000 Penalty: 5823.907227
	Iteration 58Q: 3 clusters Score -1.428115e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110858 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -14281156.000000 Penalty: 5823.907227
	Iteration 59Q: 3 clusters Score -1.428116e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110912 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -14281127.000000 Penalty: 5823.907227
	Iteration 60F: 3 clusters Score -1.428113e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110973 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -14281122.000000 Penalty: 5823.907227
	Iteration 61Q: 3 clusters Score -1.428112e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111026 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -14281096.000000 Penalty: 5823.907227
	Iteration 62Q: 3 clusters Score -1.42811e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -14281108.000000 Penalty: 5823.907227
	Iteration 63Q: 3 clusters Score -1.428111e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -14281125.000000 Penalty: 5823.907227
	Iteration 64Q: 3 clusters Score -1.428112e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111166 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -14281136.000000 Penalty: 5823.907227
	Iteration 65Q: 3 clusters Score -1.428114e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111198 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -14281128.000000 Penalty: 5823.907227
	Iteration 66Q: 3 clusters Score -1.428113e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111231 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -14281148.000000 Penalty: 5823.907227
	Iteration 67Q: 3 clusters Score -1.428115e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111251 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -14281154.000000 Penalty: 5823.907227
	Iteration 68Q: 3 clusters Score -1.428115e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111275 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -14281141.000000 Penalty: 5823.907227
	Iteration 69Q: 3 clusters Score -1.428114e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111301 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -14281135.000000 Penalty: 5823.907227
	Iteration 70Q: 3 clusters Score -1.428114e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111331 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -14281126.000000 Penalty: 5823.907227
	Iteration 71Q: 3 clusters Score -1.428113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111351 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -14281134.000000 Penalty: 5823.907227
	Iteration 72Q: 3 clusters Score -1.428113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111368 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -14281127.000000 Penalty: 5823.907227
	Iteration 73Q: 3 clusters Score -1.428113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111380 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -14281120.000000 Penalty: 5823.907227
	Iteration 74Q: 3 clusters Score -1.428112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111387 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -14281105.000000 Penalty: 5823.907227
	Iteration 75Q: 3 clusters Score -1.42811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111401 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -14281106.000000 Penalty: 5823.907227
	Iteration 76Q: 3 clusters Score -1.428111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -14281121.000000 Penalty: 5823.907227
	Iteration 77Q: 3 clusters Score -1.428112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111433 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -14281109.000000 Penalty: 5823.907227
	Iteration 78Q: 3 clusters Score -1.428111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111453 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -14281133.000000 Penalty: 5823.907227
	Iteration 79Q: 3 clusters Score -1.428113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111465 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -14281120.000000 Penalty: 5823.907227
	Iteration 80F: 3 clusters Score -1.428112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111482 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -14281118.000000 Penalty: 5823.907227
	Iteration 81Q: 3 clusters Score -1.428112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111493 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -14281109.000000 Penalty: 5823.907227
	Iteration 82Q: 3 clusters Score -1.428111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111499 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -14281114.000000 Penalty: 5823.907227
	Iteration 83Q: 3 clusters Score -1.428111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111505 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -14281114.000000 Penalty: 5823.907227
	Iteration 84Q: 3 clusters Score -1.428111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111508 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -14281127.000000 Penalty: 5823.907227
	Iteration 85Q: 3 clusters Score -1.428113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111511 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -14281118.000000 Penalty: 5823.907227
	Iteration 86Q: 3 clusters Score -1.428112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111514 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -14281121.000000 Penalty: 5823.907227
	Iteration 87Q: 3 clusters Score -1.428112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111517 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -14281116.000000 Penalty: 5823.907227
	Iteration 88Q: 3 clusters Score -1.428112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111522 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -14281119.000000 Penalty: 5823.907227
	Iteration 89Q: 3 clusters Score -1.428112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111526 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -14281118.000000 Penalty: 5823.907227
	Iteration 90Q: 3 clusters Score -1.428112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111528 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -14281118.000000 Penalty: 5823.907227
	Iteration 91Q: 3 clusters Score -1.428112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111532 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -14281123.000000 Penalty: 5823.907227
	Iteration 92Q: 3 clusters Score -1.428112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111532 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -14281123.000000 Penalty: 5823.907227
	Iteration 93F: 3 clusters Score -1.428112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -136137.406250 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -136137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133977.312500 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -133977.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -134317.343750 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -134317.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -134426.343750 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -134426.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -134475.625000 Penalty: 3535.734131
	Iteration 3Q: 3 clusters Score -134475.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -134504.078125 Penalty: 3535.734131
	Iteration 4Q: 3 clusters Score -134504.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -134521.484375 Penalty: 3535.734131
	Iteration 5Q: 3 clusters Score -134521.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -134543.312500 Penalty: 3535.734131
	Iteration 6Q: 3 clusters Score -134543.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -134561.171875 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -134561.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -134574.437500 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -134574.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -134589.515625 Penalty: 3535.734131
	Iteration 9Q: 3 clusters Score -134589.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -134626.218750 Penalty: 3535.734131
	Iteration 10Q: 3 clusters Score -134626.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134673.671875 Penalty: 3535.734131
	Iteration 11Q: 3 clusters Score -134673.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -134735.718750 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -134735.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -134767.093750 Penalty: 3535.734131
	Iteration 13Q: 3 clusters Score -134767.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -134797.140625 Penalty: 3535.734131
	Iteration 14Q: 3 clusters Score -134797.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -134813.531250 Penalty: 3535.734131
	Iteration 15Q: 3 clusters Score -134813.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -134829.437500 Penalty: 3535.734131
	Iteration 16Q: 3 clusters Score -134829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -134835.968750 Penalty: 3535.734131
	Iteration 17Q: 3 clusters Score -134836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -134840.843750 Penalty: 3535.734131
	Iteration 18Q: 3 clusters Score -134840.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -134845.093750 Penalty: 3535.734131
	Iteration 19Q: 3 clusters Score -134845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -134846.968750 Penalty: 3535.734131
	Iteration 20F: 3 clusters Score -134847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (314410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314410 members 
Entering Unmasked Estep 
Score: -35676924.000000 Penalty: 3139.296387
	Iteration 0F: 2 clusters Score -3.567692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157283 members 
Mstep: Class 2 contains 157127 members 
Entering Unmasked Estep 
Score: -35487688.000000 Penalty: 6278.592773
	Iteration 0F: 3 clusters Score -3.548769e+07 nChanged 152586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158499 members 
Mstep: Class 2 contains 155911 members 
Entering Unmasked Estep 
Score: -35577700.000000 Penalty: 6278.592773
	Iteration 1F: 3 clusters Score -3.55777e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159215 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -35579332.000000 Penalty: 6278.592773
	Iteration 2Q: 3 clusters Score -3.557933e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160248 members 
Mstep: Class 2 contains 154162 members 
Entering Unmasked Estep 
Score: -35581424.000000 Penalty: 6278.592773
	Iteration 3Q: 3 clusters Score -3.558142e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161891 members 
Mstep: Class 2 contains 152519 members 
Entering Unmasked Estep 
Score: -35583920.000000 Penalty: 6278.592773
	Iteration 4Q: 3 clusters Score -3.558392e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164390 members 
Mstep: Class 2 contains 150020 members 
Entering Unmasked Estep 
Score: -35587816.000000 Penalty: 6278.592773
	Iteration 5Q: 3 clusters Score -3.558782e+07 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168181 members 
Mstep: Class 2 contains 146229 members 
Entering Unmasked Estep 
Score: -35593516.000000 Penalty: 6278.592773
	Iteration 6Q: 3 clusters Score -3.559352e+07 nChanged 15597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173364 members 
Mstep: Class 2 contains 141046 members 
Entering Unmasked Estep 
Score: -35602328.000000 Penalty: 6278.592773
	Iteration 7Q: 3 clusters Score -3.560233e+07 nChanged 18111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179781 members 
Mstep: Class 2 contains 134629 members 
Entering Unmasked Estep 
Score: -35614796.000000 Penalty: 6278.592773
	Iteration 8F: 3 clusters Score -3.56148e+07 nChanged 19431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186450 members 
Mstep: Class 2 contains 127960 members 
Entering Unmasked Estep 
Score: -35628252.000000 Penalty: 6278.592773
	Iteration 9F: 3 clusters Score -3.562825e+07 nChanged 17647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192155 members 
Mstep: Class 2 contains 122255 members 
Entering Unmasked Estep 
Score: -35637384.000000 Penalty: 6278.592773
	Iteration 10F: 3 clusters Score -3.563738e+07 nChanged 13206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196991 members 
Mstep: Class 2 contains 117419 members 
Entering Unmasked Estep 
Score: -35642096.000000 Penalty: 6278.592773
	Iteration 11Q: 3 clusters Score -3.56421e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201111 members 
Mstep: Class 2 contains 113299 members 
Entering Unmasked Estep 
Score: -35644316.000000 Penalty: 6278.592773
	Iteration 12Q: 3 clusters Score -3.564432e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204945 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -35645252.000000 Penalty: 6278.592773
	Iteration 13Q: 3 clusters Score -3.564525e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208640 members 
Mstep: Class 2 contains 105770 members 
Entering Unmasked Estep 
Score: -35645872.000000 Penalty: 6278.592773
	Iteration 14Q: 3 clusters Score -3.564587e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212217 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -35646228.000000 Penalty: 6278.592773
	Iteration 15Q: 3 clusters Score -3.564623e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215749 members 
Mstep: Class 2 contains 98661 members 
Entering Unmasked Estep 
Score: -35646752.000000 Penalty: 6278.592773
	Iteration 16Q: 3 clusters Score -3.564675e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219104 members 
Mstep: Class 2 contains 95306 members 
Entering Unmasked Estep 
Score: -35647336.000000 Penalty: 6278.592773
	Iteration 17Q: 3 clusters Score -3.564734e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222370 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -35647616.000000 Penalty: 6278.592773
	Iteration 18Q: 3 clusters Score -3.564762e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225520 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -35648020.000000 Penalty: 6278.592773
	Iteration 19Q: 3 clusters Score -3.564802e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228622 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -35648400.000000 Penalty: 6278.592773
	Iteration 20F: 3 clusters Score -3.56484e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231777 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -35648660.000000 Penalty: 6278.592773
	Iteration 21Q: 3 clusters Score -3.564866e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234878 members 
Mstep: Class 2 contains 79532 members 
Entering Unmasked Estep 
Score: -35649052.000000 Penalty: 6278.592773
	Iteration 22Q: 3 clusters Score -3.564905e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237895 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -35649396.000000 Penalty: 6278.592773
	Iteration 23Q: 3 clusters Score -3.56494e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240892 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -35649788.000000 Penalty: 6278.592773
	Iteration 24Q: 3 clusters Score -3.564979e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243744 members 
Mstep: Class 2 contains 70666 members 
Entering Unmasked Estep 
Score: -35650304.000000 Penalty: 6278.592773
	Iteration 25Q: 3 clusters Score -3.56503e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246576 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -35650752.000000 Penalty: 6278.592773
	Iteration 26Q: 3 clusters Score -3.565075e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249373 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -35651084.000000 Penalty: 6278.592773
	Iteration 27Q: 3 clusters Score -3.565108e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252071 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -35651480.000000 Penalty: 6278.592773
	Iteration 28Q: 3 clusters Score -3.565148e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254712 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -35652020.000000 Penalty: 6278.592773
	Iteration 29Q: 3 clusters Score -3.565202e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257295 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -35652276.000000 Penalty: 6278.592773
	Iteration 30Q: 3 clusters Score -3.565228e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259808 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -35652744.000000 Penalty: 6278.592773
	Iteration 31Q: 3 clusters Score -3.565274e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262324 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -35653248.000000 Penalty: 6278.592773
	Iteration 32Q: 3 clusters Score -3.565325e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264800 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -35653708.000000 Penalty: 6278.592773
	Iteration 33Q: 3 clusters Score -3.565371e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267244 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -35654232.000000 Penalty: 6278.592773
	Iteration 34Q: 3 clusters Score -3.565423e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269615 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -35654916.000000 Penalty: 6278.592773
	Iteration 35Q: 3 clusters Score -3.565492e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271931 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -35655384.000000 Penalty: 6278.592773
	Iteration 36Q: 3 clusters Score -3.565538e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274178 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -35656004.000000 Penalty: 6278.592773
	Iteration 37Q: 3 clusters Score -3.5656e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276427 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -35656588.000000 Penalty: 6278.592773
	Iteration 38Q: 3 clusters Score -3.565659e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278683 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -35657152.000000 Penalty: 6278.592773
	Iteration 39Q: 3 clusters Score -3.565715e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280889 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -35657848.000000 Penalty: 6278.592773
	Iteration 40F: 3 clusters Score -3.565785e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283063 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -35658644.000000 Penalty: 6278.592773
	Iteration 41Q: 3 clusters Score -3.565864e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285139 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -35659500.000000 Penalty: 6278.592773
	Iteration 42Q: 3 clusters Score -3.56595e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287218 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -35660452.000000 Penalty: 6278.592773
	Iteration 43Q: 3 clusters Score -3.566045e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289313 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -35661184.000000 Penalty: 6278.592773
	Iteration 44Q: 3 clusters Score -3.566118e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291333 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -35662076.000000 Penalty: 6278.592773
	Iteration 45Q: 3 clusters Score -3.566208e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293245 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -35662952.000000 Penalty: 6278.592773
	Iteration 46Q: 3 clusters Score -3.566295e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295130 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -35663852.000000 Penalty: 6278.592773
	Iteration 47Q: 3 clusters Score -3.566385e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296949 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -35664812.000000 Penalty: 6278.592773
	Iteration 48Q: 3 clusters Score -3.566481e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298710 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -35665596.000000 Penalty: 6278.592773
	Iteration 49Q: 3 clusters Score -3.56656e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300326 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -35666580.000000 Penalty: 6278.592773
	Iteration 50Q: 3 clusters Score -3.566658e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301876 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -35667576.000000 Penalty: 6278.592773
	Iteration 51Q: 3 clusters Score -3.566758e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303304 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -35668328.000000 Penalty: 6278.592773
	Iteration 52Q: 3 clusters Score -3.566833e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304561 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -35668940.000000 Penalty: 6278.592773
	Iteration 53Q: 3 clusters Score -3.566894e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305701 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -35669544.000000 Penalty: 6278.592773
	Iteration 54Q: 3 clusters Score -3.566954e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306773 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -35670028.000000 Penalty: 6278.592773
	Iteration 55Q: 3 clusters Score -3.567003e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307753 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -35670756.000000 Penalty: 6278.592773
	Iteration 56Q: 3 clusters Score -3.567076e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308597 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -35671208.000000 Penalty: 6278.592773
	Iteration 57Q: 3 clusters Score -3.567121e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309341 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -35671588.000000 Penalty: 6278.592773
	Iteration 58Q: 3 clusters Score -3.567159e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309963 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -35672068.000000 Penalty: 6278.592773
	Iteration 59Q: 3 clusters Score -3.567207e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310496 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -35672384.000000 Penalty: 6278.592773
	Iteration 60F: 3 clusters Score -3.567238e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310977 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -35672664.000000 Penalty: 6278.592773
	Iteration 61Q: 3 clusters Score -3.567266e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311354 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -35672792.000000 Penalty: 6278.592773
	Iteration 62Q: 3 clusters Score -3.567279e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311672 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -35672960.000000 Penalty: 6278.592773
	Iteration 63Q: 3 clusters Score -3.567296e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311949 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -35673244.000000 Penalty: 6278.592773
	Iteration 64Q: 3 clusters Score -3.567324e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312193 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -35673392.000000 Penalty: 6278.592773
	Iteration 65Q: 3 clusters Score -3.567339e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312415 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -35673500.000000 Penalty: 6278.592773
	Iteration 66Q: 3 clusters Score -3.56735e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312573 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -35673604.000000 Penalty: 6278.592773
	Iteration 67Q: 3 clusters Score -3.56736e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312706 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -35673676.000000 Penalty: 6278.592773
	Iteration 68Q: 3 clusters Score -3.567368e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312806 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -35673780.000000 Penalty: 6278.592773
	Iteration 69Q: 3 clusters Score -3.567378e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312882 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -35673812.000000 Penalty: 6278.592773
	Iteration 70Q: 3 clusters Score -3.567381e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312941 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -35673868.000000 Penalty: 6278.592773
	Iteration 71Q: 3 clusters Score -3.567387e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312998 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -35673912.000000 Penalty: 6278.592773
	Iteration 72Q: 3 clusters Score -3.567391e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313051 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -35673908.000000 Penalty: 6278.592773
	Iteration 73Q: 3 clusters Score -3.567391e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313098 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -35673924.000000 Penalty: 6278.592773
	Iteration 74Q: 3 clusters Score -3.567392e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313139 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -35673992.000000 Penalty: 6278.592773
	Iteration 75Q: 3 clusters Score -3.567399e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313171 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -35674024.000000 Penalty: 6278.592773
	Iteration 76Q: 3 clusters Score -3.567402e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313198 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -35674040.000000 Penalty: 6278.592773
	Iteration 77Q: 3 clusters Score -3.567404e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313224 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -35674008.000000 Penalty: 6278.592773
	Iteration 78Q: 3 clusters Score -3.567401e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313246 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -35674004.000000 Penalty: 6278.592773
	Iteration 79Q: 3 clusters Score -3.5674e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313262 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -35674024.000000 Penalty: 6278.592773
	Iteration 80F: 3 clusters Score -3.567402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313283 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -35674024.000000 Penalty: 6278.592773
	Iteration 81Q: 3 clusters Score -3.567402e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313308 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -35674020.000000 Penalty: 6278.592773
	Iteration 82Q: 3 clusters Score -3.567402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313337 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -35674028.000000 Penalty: 6278.592773
	Iteration 83Q: 3 clusters Score -3.567403e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313355 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -35674084.000000 Penalty: 6278.592773
	Iteration 84Q: 3 clusters Score -3.567408e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313375 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -35674108.000000 Penalty: 6278.592773
	Iteration 85Q: 3 clusters Score -3.567411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313393 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -35674120.000000 Penalty: 6278.592773
	Iteration 86Q: 3 clusters Score -3.567412e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313408 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -35674152.000000 Penalty: 6278.592773
	Iteration 87Q: 3 clusters Score -3.567415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313424 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -35674164.000000 Penalty: 6278.592773
	Iteration 88Q: 3 clusters Score -3.567416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313435 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -35674152.000000 Penalty: 6278.592773
	Iteration 89Q: 3 clusters Score -3.567415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313447 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -35674164.000000 Penalty: 6278.592773
	Iteration 90Q: 3 clusters Score -3.567416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313457 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -35674156.000000 Penalty: 6278.592773
	Iteration 91Q: 3 clusters Score -3.567416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313461 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -35674148.000000 Penalty: 6278.592773
	Iteration 92Q: 3 clusters Score -3.567415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313466 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -35674172.000000 Penalty: 6278.592773
	Iteration 93Q: 3 clusters Score -3.567417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313470 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -35674172.000000 Penalty: 6278.592773
	Iteration 94Q: 3 clusters Score -3.567417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313477 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -35674176.000000 Penalty: 6278.592773
	Iteration 95Q: 3 clusters Score -3.567418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313481 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -35674184.000000 Penalty: 6278.592773
	Iteration 96Q: 3 clusters Score -3.567418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313484 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -35674164.000000 Penalty: 6278.592773
	Iteration 97Q: 3 clusters Score -3.567416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313486 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -35674180.000000 Penalty: 6278.592773
	Iteration 98Q: 3 clusters Score -3.567418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313487 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -35674184.000000 Penalty: 6278.592773
	Iteration 99Q: 3 clusters Score -3.567418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313488 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -35674176.000000 Penalty: 6278.592773
	Iteration 100F: 3 clusters Score -3.567418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313490 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -35674184.000000 Penalty: 6278.592773
	Iteration 101Q: 3 clusters Score -3.567418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313493 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -35674184.000000 Penalty: 6278.592773
	Iteration 102Q: 3 clusters Score -3.567418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313494 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -35674184.000000 Penalty: 6278.592773
	Iteration 103Q: 3 clusters Score -3.567418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313495 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -35674172.000000 Penalty: 6278.592773
	Iteration 104Q: 3 clusters Score -3.567417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313496 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -35674180.000000 Penalty: 6278.592773
	Iteration 105Q: 3 clusters Score -3.567418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313499 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -35674172.000000 Penalty: 6278.592773
	Iteration 106Q: 3 clusters Score -3.567417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313505 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -35674200.000000 Penalty: 6278.592773
	Iteration 107Q: 3 clusters Score -3.56742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313515 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -35674248.000000 Penalty: 6278.592773
	Iteration 108Q: 3 clusters Score -3.567425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313522 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -35674260.000000 Penalty: 6278.592773
	Iteration 109Q: 3 clusters Score -3.567426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313528 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -35674240.000000 Penalty: 6278.592773
	Iteration 110Q: 3 clusters Score -3.567424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313532 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -35674232.000000 Penalty: 6278.592773
	Iteration 111Q: 3 clusters Score -3.567423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313533 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -35674224.000000 Penalty: 6278.592773
	Iteration 112Q: 3 clusters Score -3.567422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313533 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -35674224.000000 Penalty: 6278.592773
	Iteration 113F: 3 clusters Score -3.567422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Entering Unmasked Estep 
Score: -842139.250000 Penalty: 2205.912354
	Iteration 0F: 2 clusters Score -842139.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -836121.062500 Penalty: 4411.824707
	Iteration 0F: 3 clusters Score -836121.1 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -837677.125000 Penalty: 4411.824707
	Iteration 1F: 3 clusters Score -837677.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -837875.812500 Penalty: 4411.824707
	Iteration 2F: 3 clusters Score -837875.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -838008.875000 Penalty: 4411.824707
	Iteration 3Q: 3 clusters Score -838008.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -838091.437500 Penalty: 4411.824707
	Iteration 4Q: 3 clusters Score -838091.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -838164.687500 Penalty: 4411.824707
	Iteration 5Q: 3 clusters Score -838164.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -838228.750000 Penalty: 4411.824707
	Iteration 6Q: 3 clusters Score -838228.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -838293.937500 Penalty: 4411.824707
	Iteration 7Q: 3 clusters Score -838293.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -838352.937500 Penalty: 4411.824707
	Iteration 8Q: 3 clusters Score -838352.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -838424.500000 Penalty: 4411.824707
	Iteration 9Q: 3 clusters Score -838424.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -838505.562500 Penalty: 4411.824707
	Iteration 10Q: 3 clusters Score -838505.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -838591.250000 Penalty: 4411.824707
	Iteration 11Q: 3 clusters Score -838591.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -838681.000000 Penalty: 4411.824707
	Iteration 12Q: 3 clusters Score -838681 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -838796.937500 Penalty: 4411.824707
	Iteration 13Q: 3 clusters Score -838796.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -838931.625000 Penalty: 4411.824707
	Iteration 14Q: 3 clusters Score -838931.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -839098.375000 Penalty: 4411.824707
	Iteration 15Q: 3 clusters Score -839098.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -839285.875000 Penalty: 4411.824707
	Iteration 16Q: 3 clusters Score -839285.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -839504.187500 Penalty: 4411.824707
	Iteration 17Q: 3 clusters Score -839504.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -839700.437500 Penalty: 4411.824707
	Iteration 18Q: 3 clusters Score -839700.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -839833.937500 Penalty: 4411.824707
	Iteration 19Q: 3 clusters Score -839833.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -839936.625000 Penalty: 4411.824707
	Iteration 20F: 3 clusters Score -839936.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -840005.500000 Penalty: 4411.824707
	Iteration 21Q: 3 clusters Score -840005.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -840056.437500 Penalty: 4411.824707
	Iteration 22Q: 3 clusters Score -840056.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -840084.312500 Penalty: 4411.824707
	Iteration 23Q: 3 clusters Score -840084.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -840105.000000 Penalty: 4411.824707
	Iteration 24Q: 3 clusters Score -840105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -840125.500000 Penalty: 4411.824707
	Iteration 25Q: 3 clusters Score -840125.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -840148.312500 Penalty: 4411.824707
	Iteration 26Q: 3 clusters Score -840148.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -840170.187500 Penalty: 4411.824707
	Iteration 27Q: 3 clusters Score -840170.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -840185.125000 Penalty: 4411.824707
	Iteration 28Q: 3 clusters Score -840185.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -840200.562500 Penalty: 4411.824707
	Iteration 29Q: 3 clusters Score -840200.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -840206.187500 Penalty: 4411.824707
	Iteration 30Q: 3 clusters Score -840206.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -840211.125000 Penalty: 4411.824707
	Iteration 31Q: 3 clusters Score -840211.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -840214.375000 Penalty: 4411.824707
	Iteration 32Q: 3 clusters Score -840214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -840216.500000 Penalty: 4411.824707
	Iteration 33Q: 3 clusters Score -840216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -840218.750000 Penalty: 4411.824707
	Iteration 34Q: 3 clusters Score -840218.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -840225.000000 Penalty: 4411.824707
	Iteration 35Q: 3 clusters Score -840225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -840231.375000 Penalty: 4411.824707
	Iteration 36Q: 3 clusters Score -840231.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -840237.062500 Penalty: 4411.824707
	Iteration 37Q: 3 clusters Score -840237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -840242.125000 Penalty: 4411.824707
	Iteration 38Q: 3 clusters Score -840242.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -840247.250000 Penalty: 4411.824707
	Iteration 39Q: 3 clusters Score -840247.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -840253.000000 Penalty: 4411.824707
	Iteration 40F: 3 clusters Score -840253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -840254.437500 Penalty: 4411.824707
	Iteration 41Q: 3 clusters Score -840254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -840255.375000 Penalty: 4411.824707
	Iteration 42Q: 3 clusters Score -840255.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -840255.375000 Penalty: 4411.824707
	Iteration 43F: 3 clusters Score -840255.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -95356.585938 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -95356.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -93568.445312 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -93568.45 nChanged 208
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: -93876.804688 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -93876.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -94023.820312 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -94023.82 nChanged 42
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: -94095.335938 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -94095.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -94145.179688 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -94145.18 nChanged 18
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: -94178.859375 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -94178.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94208.132812 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -94208.13 nChanged 15
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: -94234.500000 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -94234.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -94256.585938 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -94256.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -94261.359375 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -94261.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -94266.773438 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -94266.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -94271.187500 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -94271.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -94272.007812 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -94272.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -94273.593750 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -94273.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -94273.593750 Penalty: 3342.123535
	Iteration 14F: 3 clusters Score -94273.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -105170.054688 Penalty: 1709.123169
	Iteration 0F: 2 clusters Score -105170.1 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 478 members 
Entering Unmasked Estep 
Score: -103230.375000 Penalty: 3418.246338
	Iteration 0F: 3 clusters Score -103230.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103497.710938 Penalty: 3418.246338
	Iteration 1F: 3 clusters Score -103497.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103553.703125 Penalty: 3418.246338
	Iteration 2F: 3 clusters Score -103553.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103577.421875 Penalty: 3418.246338
	Iteration 3Q: 3 clusters Score -103577.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -103600.718750 Penalty: 3418.246338
	Iteration 4Q: 3 clusters Score -103600.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103623.789062 Penalty: 3418.246338
	Iteration 5Q: 3 clusters Score -103623.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -103638.390625 Penalty: 3418.246338
	Iteration 6Q: 3 clusters Score -103638.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103647.179688 Penalty: 3418.246338
	Iteration 7Q: 3 clusters Score -103647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -103650.664062 Penalty: 3418.246338
	Iteration 8Q: 3 clusters Score -103650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103652.500000 Penalty: 3418.246338
	Iteration 9Q: 3 clusters Score -103652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103653.187500 Penalty: 3418.246338
	Iteration 10Q: 3 clusters Score -103653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -103654.328125 Penalty: 3418.246338
	Iteration 11Q: 3 clusters Score -103654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -103655.414062 Penalty: 3418.246338
	Iteration 12Q: 3 clusters Score -103655.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103656.390625 Penalty: 3418.246338
	Iteration 13Q: 3 clusters Score -103656.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103656.390625 Penalty: 3418.246338
	Iteration 14F: 3 clusters Score -103656.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -44352.449219 Penalty: 1521.620117
	Iteration 0F: 2 clusters Score -44352.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42890.402344 Penalty: 3043.240234
	Iteration 0F: 3 clusters Score -42890.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43079.382812 Penalty: 3043.240234
	Iteration 1F: 3 clusters Score -43079.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43185.121094 Penalty: 3043.240234
	Iteration 2F: 3 clusters Score -43185.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43293.203125 Penalty: 3043.240234
	Iteration 3Q: 3 clusters Score -43293.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43398.210938 Penalty: 3043.240234
	Iteration 4Q: 3 clusters Score -43398.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43447.050781 Penalty: 3043.240234
	Iteration 5Q: 3 clusters Score -43447.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43550.046875 Penalty: 3043.240234
	Iteration 6Q: 3 clusters Score -43550.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -43624.714844 Penalty: 3043.240234
	Iteration 7Q: 3 clusters Score -43624.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43700.050781 Penalty: 3043.240234
	Iteration 8Q: 3 clusters Score -43700.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43772.226562 Penalty: 3043.240234
	Iteration 9Q: 3 clusters Score -43772.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43797.132812 Penalty: 3043.240234
	Iteration 10Q: 3 clusters Score -43797.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43837.011719 Penalty: 3043.240234
	Iteration 11Q: 3 clusters Score -43837.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43857.101562 Penalty: 3043.240234
	Iteration 12Q: 3 clusters Score -43857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43877.722656 Penalty: 3043.240234
	Iteration 13Q: 3 clusters Score -43877.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -43921.136719 Penalty: 3043.240234
	Iteration 14Q: 3 clusters Score -43921.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -43981.531250 Penalty: 3043.240234
	Iteration 15Q: 3 clusters Score -43981.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -44031.378906 Penalty: 3043.240234
	Iteration 16Q: 3 clusters Score -44031.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -44070.242188 Penalty: 3043.240234
	Iteration 17Q: 3 clusters Score -44070.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -44097.132812 Penalty: 3043.240234
	Iteration 18Q: 3 clusters Score -44097.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -44114.609375 Penalty: 3043.240234
	Iteration 19Q: 3 clusters Score -44114.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44125.953125 Penalty: 3043.240234
	Iteration 20F: 3 clusters Score -44125.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -44160.160156 Penalty: 3043.240234
	Iteration 21Q: 3 clusters Score -44160.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44173.515625 Penalty: 3043.240234
	Iteration 22Q: 3 clusters Score -44173.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -44182.105469 Penalty: 3043.240234
	Iteration 23Q: 3 clusters Score -44182.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -44182.105469 Penalty: 3043.240234
	Iteration 24F: 3 clusters Score -44182.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -74889.804688 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -74889.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73176.171875 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -73176.17 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73396.929688 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -73396.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73488.171875 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -73488.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73556.820312 Penalty: 3245.066162
	Iteration 3Q: 3 clusters Score -73556.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73613.992188 Penalty: 3245.066162
	Iteration 4Q: 3 clusters Score -73613.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73661.796875 Penalty: 3245.066162
	Iteration 5Q: 3 clusters Score -73661.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -73707.609375 Penalty: 3245.066162
	Iteration 6Q: 3 clusters Score -73707.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73731.664062 Penalty: 3245.066162
	Iteration 7Q: 3 clusters Score -73731.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -73749.359375 Penalty: 3245.066162
	Iteration 8Q: 3 clusters Score -73749.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73756.507812 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -73756.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73760.539062 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -73760.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73768.023438 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -73768.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -73781.609375 Penalty: 3245.066162
	Iteration 12Q: 3 clusters Score -73781.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -73790.976562 Penalty: 3245.066162
	Iteration 13Q: 3 clusters Score -73790.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73800.750000 Penalty: 3245.066162
	Iteration 14Q: 3 clusters Score -73800.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73800.750000 Penalty: 3245.066162
	Iteration 15F: 3 clusters Score -73800.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Entering Unmasked Estep 
Score: -4605169.500000 Penalty: 2635.416260
	Iteration 0F: 2 clusters Score -4605170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -4577610.500000 Penalty: 5270.832520
	Iteration 0F: 3 clusters Score -4577610 nChanged 18587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -4587493.500000 Penalty: 5270.832520
	Iteration 1F: 3 clusters Score -4587494 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -4587998.500000 Penalty: 5270.832520
	Iteration 2Q: 3 clusters Score -4587998 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4588549.500000 Penalty: 5270.832520
	Iteration 3Q: 3 clusters Score -4588550 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4589216.500000 Penalty: 5270.832520
	Iteration 4Q: 3 clusters Score -4589216 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -4590032.500000 Penalty: 5270.832520
	Iteration 5Q: 3 clusters Score -4590032 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -4591221.000000 Penalty: 5270.832520
	Iteration 6F: 3 clusters Score -4591221 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -4592736.500000 Penalty: 5270.832520
	Iteration 7F: 3 clusters Score -4592736 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -4594623.000000 Penalty: 5270.832520
	Iteration 8F: 3 clusters Score -4594623 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -4596814.000000 Penalty: 5270.832520
	Iteration 9F: 3 clusters Score -4596814 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -4598947.500000 Penalty: 5270.832520
	Iteration 10F: 3 clusters Score -4598948 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -4600751.000000 Penalty: 5270.832520
	Iteration 11Q: 3 clusters Score -4600751 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -4601924.500000 Penalty: 5270.832520
	Iteration 12Q: 3 clusters Score -4601924 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -4602483.500000 Penalty: 5270.832520
	Iteration 13Q: 3 clusters Score -4602484 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -4602702.000000 Penalty: 5270.832520
	Iteration 14Q: 3 clusters Score -4602702 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -4602809.500000 Penalty: 5270.832520
	Iteration 15Q: 3 clusters Score -4602810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -4602869.000000 Penalty: 5270.832520
	Iteration 16Q: 3 clusters Score -4602869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -4602900.500000 Penalty: 5270.832520
	Iteration 17Q: 3 clusters Score -4602900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -4602931.500000 Penalty: 5270.832520
	Iteration 18Q: 3 clusters Score -4602932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -4602952.500000 Penalty: 5270.832520
	Iteration 19Q: 3 clusters Score -4602952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -4602958.000000 Penalty: 5270.832520
	Iteration 20F: 3 clusters Score -4602958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -4602962.000000 Penalty: 5270.832520
	Iteration 21Q: 3 clusters Score -4602962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -4602965.000000 Penalty: 5270.832520
	Iteration 22Q: 3 clusters Score -4602965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -4602965.000000 Penalty: 5270.832520
	Iteration 23F: 3 clusters Score -4602965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Entering Unmasked Estep 
Score: -5477784.000000 Penalty: 2672.653564
	Iteration 0F: 2 clusters Score -5477784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -5445578.000000 Penalty: 5345.307129
	Iteration 0F: 3 clusters Score -5445578 nChanged 21965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -5457588.500000 Penalty: 5345.307129
	Iteration 1F: 3 clusters Score -5457588 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -5458317.000000 Penalty: 5345.307129
	Iteration 2Q: 3 clusters Score -5458317 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -5459084.000000 Penalty: 5345.307129
	Iteration 3Q: 3 clusters Score -5459084 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -5460104.000000 Penalty: 5345.307129
	Iteration 4Q: 3 clusters Score -5460104 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -5461449.000000 Penalty: 5345.307129
	Iteration 5F: 3 clusters Score -5461449 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -5463195.500000 Penalty: 5345.307129
	Iteration 6F: 3 clusters Score -5463196 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -5465564.000000 Penalty: 5345.307129
	Iteration 7F: 3 clusters Score -5465564 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -5468019.000000 Penalty: 5345.307129
	Iteration 8F: 3 clusters Score -5468019 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -5470160.000000 Penalty: 5345.307129
	Iteration 9F: 3 clusters Score -5470160 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -5471464.500000 Penalty: 5345.307129
	Iteration 10Q: 3 clusters Score -5471464 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5472142.500000 Penalty: 5345.307129
	Iteration 11Q: 3 clusters Score -5472142 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -5472523.500000 Penalty: 5345.307129
	Iteration 12Q: 3 clusters Score -5472524 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -5472780.000000 Penalty: 5345.307129
	Iteration 13Q: 3 clusters Score -5472780 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -5473004.500000 Penalty: 5345.307129
	Iteration 14Q: 3 clusters Score -5473004 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -5473228.500000 Penalty: 5345.307129
	Iteration 15Q: 3 clusters Score -5473228 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -5473460.000000 Penalty: 5345.307129
	Iteration 16Q: 3 clusters Score -5473460 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -5473664.500000 Penalty: 5345.307129
	Iteration 17Q: 3 clusters Score -5473664 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -5473860.000000 Penalty: 5345.307129
	Iteration 18Q: 3 clusters Score -5473860 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -5474048.000000 Penalty: 5345.307129
	Iteration 19Q: 3 clusters Score -5474048 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -5474304.500000 Penalty: 5345.307129
	Iteration 20F: 3 clusters Score -5474304 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -5474521.000000 Penalty: 5345.307129
	Iteration 21Q: 3 clusters Score -5474521 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -5474748.000000 Penalty: 5345.307129
	Iteration 22Q: 3 clusters Score -5474748 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -5475018.500000 Penalty: 5345.307129
	Iteration 23Q: 3 clusters Score -5475018 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -5475351.000000 Penalty: 5345.307129
	Iteration 24Q: 3 clusters Score -5475351 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -5475765.000000 Penalty: 5345.307129
	Iteration 25Q: 3 clusters Score -5475765 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -5476174.500000 Penalty: 5345.307129
	Iteration 26Q: 3 clusters Score -5476174 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -5476599.500000 Penalty: 5345.307129
	Iteration 27Q: 3 clusters Score -5476600 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -5476970.000000 Penalty: 5345.307129
	Iteration 28Q: 3 clusters Score -5476970 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -5477198.000000 Penalty: 5345.307129
	Iteration 29Q: 3 clusters Score -5477198 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -5477351.500000 Penalty: 5345.307129
	Iteration 30Q: 3 clusters Score -5477352 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -5477455.000000 Penalty: 5345.307129
	Iteration 31Q: 3 clusters Score -5477455 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -5477532.500000 Penalty: 5345.307129
	Iteration 32Q: 3 clusters Score -5477532 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -5477582.000000 Penalty: 5345.307129
	Iteration 33Q: 3 clusters Score -5477582 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -5477603.500000 Penalty: 5345.307129
	Iteration 34Q: 3 clusters Score -5477604 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -5477639.500000 Penalty: 5345.307129
	Iteration 35Q: 3 clusters Score -5477640 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -5477646.000000 Penalty: 5345.307129
	Iteration 36Q: 3 clusters Score -5477646 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -5477643.500000 Penalty: 5345.307129
	Iteration 37Q: 3 clusters Score -5477644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -5477662.000000 Penalty: 5345.307129
	Iteration 38Q: 3 clusters Score -5477662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -5477660.500000 Penalty: 5345.307129
	Iteration 39Q: 3 clusters Score -5477660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -5477649.500000 Penalty: 5345.307129
	Iteration 40F: 3 clusters Score -5477650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -5477650.500000 Penalty: 5345.307129
	Iteration 41Q: 3 clusters Score -5477650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -5477658.500000 Penalty: 5345.307129
	Iteration 42Q: 3 clusters Score -5477658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -5477652.500000 Penalty: 5345.307129
	Iteration 43Q: 3 clusters Score -5477652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -5477654.500000 Penalty: 5345.307129
	Iteration 44Q: 3 clusters Score -5477654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -5477658.500000 Penalty: 5345.307129
	Iteration 45Q: 3 clusters Score -5477658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -5477666.500000 Penalty: 5345.307129
	Iteration 46Q: 3 clusters Score -5477666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -5477669.500000 Penalty: 5345.307129
	Iteration 47Q: 3 clusters Score -5477670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -5477671.000000 Penalty: 5345.307129
	Iteration 48Q: 3 clusters Score -5477671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -5477672.500000 Penalty: 5345.307129
	Iteration 49Q: 3 clusters Score -5477672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -5477672.500000 Penalty: 5345.307129
	Iteration 50Q: 3 clusters Score -5477672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -5477676.000000 Penalty: 5345.307129
	Iteration 51Q: 3 clusters Score -5477676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -5477673.000000 Penalty: 5345.307129
	Iteration 52Q: 3 clusters Score -5477673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -5477672.000000 Penalty: 5345.307129
	Iteration 53Q: 3 clusters Score -5477672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -5477668.500000 Penalty: 5345.307129
	Iteration 54Q: 3 clusters Score -5477668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -5477671.500000 Penalty: 5345.307129
	Iteration 55Q: 3 clusters Score -5477672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -5477673.000000 Penalty: 5345.307129
	Iteration 56Q: 3 clusters Score -5477673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -5477674.000000 Penalty: 5345.307129
	Iteration 57Q: 3 clusters Score -5477674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -5477675.500000 Penalty: 5345.307129
	Iteration 58Q: 3 clusters Score -5477676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5477669.500000 Penalty: 5345.307129
	Iteration 59Q: 3 clusters Score -5477670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5477669.500000 Penalty: 5345.307129
	Iteration 60F: 3 clusters Score -5477670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Entering Unmasked Estep 
Score: -6090521.500000 Penalty: 2699.108887
	Iteration 0F: 2 clusters Score -6090522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -6054594.500000 Penalty: 5398.217773
	Iteration 0F: 3 clusters Score -6054594 nChanged 24704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -6068307.000000 Penalty: 5398.217773
	Iteration 1F: 3 clusters Score -6068307 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -6068869.000000 Penalty: 5398.217773
	Iteration 2Q: 3 clusters Score -6068869 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -6069473.500000 Penalty: 5398.217773
	Iteration 3Q: 3 clusters Score -6069474 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -6070219.500000 Penalty: 5398.217773
	Iteration 4Q: 3 clusters Score -6070220 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -6071299.000000 Penalty: 5398.217773
	Iteration 5Q: 3 clusters Score -6071299 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -6072969.000000 Penalty: 5398.217773
	Iteration 6F: 3 clusters Score -6072969 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -6075756.500000 Penalty: 5398.217773
	Iteration 7F: 3 clusters Score -6075756 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -6079454.000000 Penalty: 5398.217773
	Iteration 8F: 3 clusters Score -6079454 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -6083274.500000 Penalty: 5398.217773
	Iteration 9F: 3 clusters Score -6083274 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -6085901.500000 Penalty: 5398.217773
	Iteration 10F: 3 clusters Score -6085902 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -6087172.000000 Penalty: 5398.217773
	Iteration 11Q: 3 clusters Score -6087172 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -6087759.000000 Penalty: 5398.217773
	Iteration 12Q: 3 clusters Score -6087759 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -6087998.500000 Penalty: 5398.217773
	Iteration 13Q: 3 clusters Score -6087998 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -6088122.000000 Penalty: 5398.217773
	Iteration 14Q: 3 clusters Score -6088122 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -6088201.000000 Penalty: 5398.217773
	Iteration 15Q: 3 clusters Score -6088201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -6088238.000000 Penalty: 5398.217773
	Iteration 16Q: 3 clusters Score -6088238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -6088268.000000 Penalty: 5398.217773
	Iteration 17Q: 3 clusters Score -6088268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -6088293.000000 Penalty: 5398.217773
	Iteration 18Q: 3 clusters Score -6088293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -6088323.500000 Penalty: 5398.217773
	Iteration 19Q: 3 clusters Score -6088324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -6088337.000000 Penalty: 5398.217773
	Iteration 20F: 3 clusters Score -6088337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -6088359.000000 Penalty: 5398.217773
	Iteration 21Q: 3 clusters Score -6088359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -6088365.000000 Penalty: 5398.217773
	Iteration 22Q: 3 clusters Score -6088365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -6088370.500000 Penalty: 5398.217773
	Iteration 23Q: 3 clusters Score -6088370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -6088381.000000 Penalty: 5398.217773
	Iteration 24Q: 3 clusters Score -6088381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -6088384.000000 Penalty: 5398.217773
	Iteration 25Q: 3 clusters Score -6088384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -6088381.500000 Penalty: 5398.217773
	Iteration 26Q: 3 clusters Score -6088382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -6088384.500000 Penalty: 5398.217773
	Iteration 27Q: 3 clusters Score -6088384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -6088384.500000 Penalty: 5398.217773
	Iteration 28Q: 3 clusters Score -6088384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -6088390.500000 Penalty: 5398.217773
	Iteration 29Q: 3 clusters Score -6088390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -6088389.000000 Penalty: 5398.217773
	Iteration 30Q: 3 clusters Score -6088389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -6088397.000000 Penalty: 5398.217773
	Iteration 31Q: 3 clusters Score -6088397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -6088399.000000 Penalty: 5398.217773
	Iteration 32Q: 3 clusters Score -6088399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -6088407.500000 Penalty: 5398.217773
	Iteration 33Q: 3 clusters Score -6088408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -6088408.500000 Penalty: 5398.217773
	Iteration 34Q: 3 clusters Score -6088408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -6088405.000000 Penalty: 5398.217773
	Iteration 35Q: 3 clusters Score -6088405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -6088403.000000 Penalty: 5398.217773
	Iteration 36Q: 3 clusters Score -6088403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -6088403.000000 Penalty: 5398.217773
	Iteration 37F: 3 clusters Score -6088403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -19578.417969 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -19578.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18474.564453 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -18474.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18520.292969 Penalty: 2594.629883
	Iteration 1Q: 3 clusters Score -18520.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18527.146484 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -18527.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18527.146484 Penalty: 2594.629883
	Iteration 3F: 3 clusters Score -18527.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -496716.250000 Penalty: 2088.165283
	Iteration 0F: 2 clusters Score -496716.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -492467.812500 Penalty: 4176.330566
	Iteration 0F: 3 clusters Score -492467.8 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -493435.968750 Penalty: 4176.330566
	Iteration 1F: 3 clusters Score -493436 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -493620.625000 Penalty: 4176.330566
	Iteration 2F: 3 clusters Score -493620.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -493742.250000 Penalty: 4176.330566
	Iteration 3Q: 3 clusters Score -493742.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -493872.968750 Penalty: 4176.330566
	Iteration 4Q: 3 clusters Score -493873 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -494014.312500 Penalty: 4176.330566
	Iteration 5Q: 3 clusters Score -494014.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -494158.500000 Penalty: 4176.330566
	Iteration 6Q: 3 clusters Score -494158.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -494289.843750 Penalty: 4176.330566
	Iteration 7Q: 3 clusters Score -494289.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -494435.781250 Penalty: 4176.330566
	Iteration 8Q: 3 clusters Score -494435.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -494605.593750 Penalty: 4176.330566
	Iteration 9Q: 3 clusters Score -494605.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -494749.343750 Penalty: 4176.330566
	Iteration 10Q: 3 clusters Score -494749.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -494860.750000 Penalty: 4176.330566
	Iteration 11Q: 3 clusters Score -494860.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -494954.687500 Penalty: 4176.330566
	Iteration 12Q: 3 clusters Score -494954.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -495025.531250 Penalty: 4176.330566
	Iteration 13Q: 3 clusters Score -495025.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -495093.093750 Penalty: 4176.330566
	Iteration 14Q: 3 clusters Score -495093.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -495142.843750 Penalty: 4176.330566
	Iteration 15Q: 3 clusters Score -495142.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -495187.062500 Penalty: 4176.330566
	Iteration 16Q: 3 clusters Score -495187.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -495217.031250 Penalty: 4176.330566
	Iteration 17Q: 3 clusters Score -495217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -495235.031250 Penalty: 4176.330566
	Iteration 18Q: 3 clusters Score -495235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -495252.500000 Penalty: 4176.330566
	Iteration 19Q: 3 clusters Score -495252.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -495269.593750 Penalty: 4176.330566
	Iteration 20F: 3 clusters Score -495269.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -495285.625000 Penalty: 4176.330566
	Iteration 21Q: 3 clusters Score -495285.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -495297.031250 Penalty: 4176.330566
	Iteration 22Q: 3 clusters Score -495297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -495307.500000 Penalty: 4176.330566
	Iteration 23Q: 3 clusters Score -495307.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -495314.875000 Penalty: 4176.330566
	Iteration 24Q: 3 clusters Score -495314.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -495323.625000 Penalty: 4176.330566
	Iteration 25Q: 3 clusters Score -495323.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -495332.312500 Penalty: 4176.330566
	Iteration 26Q: 3 clusters Score -495332.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -495334.968750 Penalty: 4176.330566
	Iteration 27Q: 3 clusters Score -495335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -495338.437500 Penalty: 4176.330566
	Iteration 28Q: 3 clusters Score -495338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -495340.062500 Penalty: 4176.330566
	Iteration 29Q: 3 clusters Score -495340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -495341.000000 Penalty: 4176.330566
	Iteration 30Q: 3 clusters Score -495341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -495342.968750 Penalty: 4176.330566
	Iteration 31Q: 3 clusters Score -495343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -495343.687500 Penalty: 4176.330566
	Iteration 32Q: 3 clusters Score -495343.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -495345.406250 Penalty: 4176.330566
	Iteration 33Q: 3 clusters Score -495345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -495344.843750 Penalty: 4176.330566
	Iteration 34Q: 3 clusters Score -495344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -495345.250000 Penalty: 4176.330566
	Iteration 35Q: 3 clusters Score -495345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -495347.125000 Penalty: 4176.330566
	Iteration 36Q: 3 clusters Score -495347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -495347.843750 Penalty: 4176.330566
	Iteration 37Q: 3 clusters Score -495347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -495349.218750 Penalty: 4176.330566
	Iteration 38Q: 3 clusters Score -495349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -495349.218750 Penalty: 4176.330566
	Iteration 39F: 3 clusters Score -495349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5645 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8282 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125712 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314410 members 
Mstep: Class 11 contains 7294 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41220 members 
Mstep: Class 17 contains 47898 members 
Mstep: Class 19 contains 53290 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753928.000000 Penalty: 62942.238281
Iteration 199Q: 20 clusters Score -7.075393e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5644 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8282 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125720 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314429 members 
Mstep: Class 11 contains 7296 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41222 members 
Mstep: Class 17 contains 47867 members 
Mstep: Class 19 contains 53291 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753952.000000 Penalty: 62942.238281
Iteration 200F: 20 clusters Score -7.075395e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5642 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8282 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125725 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314447 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41225 members 
Mstep: Class 17 contains 47836 members 
Mstep: Class 19 contains 53296 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753952.000000 Penalty: 62942.238281
Iteration 201Q: 20 clusters Score -7.075395e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 5642 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8282 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125732 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314461 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41229 members 
Mstep: Class 17 contains 47802 members 
Mstep: Class 19 contains 53301 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753976.000000 Penalty: 62942.238281
Iteration 202Q: 20 clusters Score -7.075398e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 5642 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8283 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125735 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314478 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41229 members 
Mstep: Class 17 contains 47780 members 
Mstep: Class 19 contains 53303 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753968.000000 Penalty: 62942.238281
Iteration 203Q: 20 clusters Score -7.075397e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5642 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8287 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125743 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314494 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41230 members 
Mstep: Class 17 contains 47750 members 
Mstep: Class 19 contains 53305 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753992.000000 Penalty: 62942.238281
Iteration 204Q: 20 clusters Score -7.075399e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5642 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125756 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314502 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 41230 members 
Mstep: Class 17 contains 47721 members 
Mstep: Class 19 contains 53309 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753936.000000 Penalty: 62942.238281
Iteration 205Q: 20 clusters Score -7.075394e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 5642 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125764 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314514 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41233 members 
Mstep: Class 17 contains 47696 members 
Mstep: Class 19 contains 53311 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753976.000000 Penalty: 62942.238281
Iteration 206Q: 20 clusters Score -7.075398e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 5641 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125767 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314534 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41235 members 
Mstep: Class 17 contains 47669 members 
Mstep: Class 19 contains 53313 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753920.000000 Penalty: 62942.238281
Iteration 207Q: 20 clusters Score -7.075392e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5642 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125768 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314551 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41237 members 
Mstep: Class 17 contains 47642 members 
Mstep: Class 19 contains 53318 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753904.000000 Penalty: 62942.238281
Iteration 208Q: 20 clusters Score -7.07539e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 5640 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125778 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314561 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41238 members 
Mstep: Class 17 contains 47619 members 
Mstep: Class 19 contains 53323 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753944.000000 Penalty: 62942.238281
Iteration 209Q: 20 clusters Score -7.075394e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125788 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314569 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41238 members 
Mstep: Class 17 contains 47602 members 
Mstep: Class 19 contains 53326 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753944.000000 Penalty: 62942.238281
Iteration 210Q: 20 clusters Score -7.075394e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 5637 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125794 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314576 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41240 members 
Mstep: Class 17 contains 47583 members 
Mstep: Class 19 contains 53332 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753912.000000 Penalty: 62942.238281
Iteration 211Q: 20 clusters Score -7.075391e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5636 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125806 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314584 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41242 members 
Mstep: Class 17 contains 47558 members 
Mstep: Class 19 contains 53334 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753872.000000 Penalty: 62942.238281
Iteration 212Q: 20 clusters Score -7.075387e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5632 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125817 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314591 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41242 members 
Mstep: Class 17 contains 47536 members 
Mstep: Class 19 contains 53340 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753832.000000 Penalty: 62942.238281
Iteration 213Q: 20 clusters Score -7.075383e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5628 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125819 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314605 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41243 members 
Mstep: Class 17 contains 47512 members 
Mstep: Class 19 contains 53350 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753872.000000 Penalty: 62942.238281
Iteration 214Q: 20 clusters Score -7.075387e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 5625 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125824 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314612 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41243 members 
Mstep: Class 17 contains 47494 members 
Mstep: Class 19 contains 53358 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753896.000000 Penalty: 62942.238281
Iteration 215Q: 20 clusters Score -7.07539e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 5624 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125827 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314626 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41244 members 
Mstep: Class 17 contains 47475 members 
Mstep: Class 19 contains 53362 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753896.000000 Penalty: 62942.238281
Iteration 216Q: 20 clusters Score -7.07539e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 5622 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125832 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314639 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41244 members 
Mstep: Class 17 contains 47455 members 
Mstep: Class 19 contains 53367 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753856.000000 Penalty: 62942.238281
Iteration 217Q: 20 clusters Score -7.075386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 5620 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125835 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314651 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41244 members 
Mstep: Class 17 contains 47438 members 
Mstep: Class 19 contains 53372 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753832.000000 Penalty: 62942.238281
Iteration 218Q: 20 clusters Score -7.075383e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125840 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314653 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41244 members 
Mstep: Class 17 contains 47425 members 
Mstep: Class 19 contains 53383 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753840.000000 Penalty: 62942.238281
Iteration 219Q: 20 clusters Score -7.075384e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 5616 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125843 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314651 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41244 members 
Mstep: Class 17 contains 47411 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753848.000000 Penalty: 62942.238281
Iteration 220F: 20 clusters Score -7.075385e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 5615 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125845 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314654 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41244 members 
Mstep: Class 17 contains 47398 members 
Mstep: Class 19 contains 53404 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753880.000000 Penalty: 62942.238281
Iteration 221Q: 20 clusters Score -7.075388e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 5612 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125849 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314656 members 
Mstep: Class 11 contains 7301 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41243 members 
Mstep: Class 17 contains 47384 members 
Mstep: Class 19 contains 53413 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753896.000000 Penalty: 62942.238281
Iteration 222Q: 20 clusters Score -7.07539e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 5607 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125851 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314657 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41244 members 
Mstep: Class 17 contains 47375 members 
Mstep: Class 19 contains 53421 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753912.000000 Penalty: 62942.238281
Iteration 223Q: 20 clusters Score -7.075391e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5607 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125846 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314657 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41245 members 
Mstep: Class 17 contains 47368 members 
Mstep: Class 19 contains 53431 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753880.000000 Penalty: 62942.238281
Iteration 224Q: 20 clusters Score -7.075388e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 5606 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125849 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314659 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41245 members 
Mstep: Class 17 contains 47359 members 
Mstep: Class 19 contains 53435 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753864.000000 Penalty: 62942.238281
Iteration 225Q: 20 clusters Score -7.075386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 5604 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125850 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314657 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41246 members 
Mstep: Class 17 contains 47353 members 
Mstep: Class 19 contains 53442 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753856.000000 Penalty: 62942.238281
Iteration 226Q: 20 clusters Score -7.075386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 5602 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125851 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314656 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41246 members 
Mstep: Class 17 contains 47349 members 
Mstep: Class 19 contains 53448 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753872.000000 Penalty: 62942.238281
Iteration 227Q: 20 clusters Score -7.075387e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 5602 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125850 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314652 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41246 members 
Mstep: Class 17 contains 47345 members 
Mstep: Class 19 contains 53457 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753864.000000 Penalty: 62942.238281
Iteration 228Q: 20 clusters Score -7.075386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 5599 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125847 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314657 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41246 members 
Mstep: Class 17 contains 47338 members 
Mstep: Class 19 contains 53465 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753864.000000 Penalty: 62942.238281
Iteration 229Q: 20 clusters Score -7.075386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125848 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314655 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47333 members 
Mstep: Class 19 contains 53474 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753856.000000 Penalty: 62942.238281
Iteration 230Q: 20 clusters Score -7.075386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125848 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314655 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47330 members 
Mstep: Class 19 contains 53478 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753872.000000 Penalty: 62942.238281
Iteration 231Q: 20 clusters Score -7.075387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125844 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314654 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47327 members 
Mstep: Class 19 contains 53486 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753872.000000 Penalty: 62942.238281
Iteration 232Q: 20 clusters Score -7.075387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125840 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314657 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47324 members 
Mstep: Class 19 contains 53490 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753904.000000 Penalty: 62942.238281
Iteration 233Q: 20 clusters Score -7.07539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125835 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314658 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47319 members 
Mstep: Class 19 contains 53500 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753936.000000 Penalty: 62942.238281
Iteration 234Q: 20 clusters Score -7.075394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125833 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314657 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41246 members 
Mstep: Class 17 contains 47316 members 
Mstep: Class 19 contains 53507 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753912.000000 Penalty: 62942.238281
Iteration 235Q: 20 clusters Score -7.075391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125832 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314658 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41246 members 
Mstep: Class 17 contains 47312 members 
Mstep: Class 19 contains 53512 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753888.000000 Penalty: 62942.238281
Iteration 236Q: 20 clusters Score -7.075389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125827 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314663 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41246 members 
Mstep: Class 17 contains 47310 members 
Mstep: Class 19 contains 53514 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753880.000000 Penalty: 62942.238281
Iteration 237Q: 20 clusters Score -7.075388e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125827 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314664 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41246 members 
Mstep: Class 17 contains 47304 members 
Mstep: Class 19 contains 53519 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753848.000000 Penalty: 62942.238281
Iteration 238Q: 20 clusters Score -7.075385e+07 nChanged 14
Entering ConstructFrom: 
Score: -70753848.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (16469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Entering Unmasked Estep 
Score: -1906935.625000 Penalty: 2407.890381
	Iteration 0F: 2 clusters Score -1906936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1895130.625000 Penalty: 4815.780762
	Iteration 0F: 3 clusters Score -1895131 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1898871.000000 Penalty: 4815.780762
	Iteration 1F: 3 clusters Score -1898871 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1899217.875000 Penalty: 4815.780762
	Iteration 2F: 3 clusters Score -1899218 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1899484.625000 Penalty: 4815.780762
	Iteration 3Q: 3 clusters Score -1899485 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1899759.875000 Penalty: 4815.780762
	Iteration 4Q: 3 clusters Score -1899760 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1900064.750000 Penalty: 4815.780762
	Iteration 5Q: 3 clusters Score -1900065 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1900458.750000 Penalty: 4815.780762
	Iteration 6Q: 3 clusters Score -1900459 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1900941.000000 Penalty: 4815.780762
	Iteration 7F: 3 clusters Score -1900941 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1901530.125000 Penalty: 4815.780762
	Iteration 8F: 3 clusters Score -1901530 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1902246.375000 Penalty: 4815.780762
	Iteration 9F: 3 clusters Score -1902246 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1902967.625000 Penalty: 4815.780762
	Iteration 10F: 3 clusters Score -1902968 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1903637.625000 Penalty: 4815.780762
	Iteration 11Q: 3 clusters Score -1903638 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1904189.375000 Penalty: 4815.780762
	Iteration 12Q: 3 clusters Score -1904189 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1904512.875000 Penalty: 4815.780762
	Iteration 13Q: 3 clusters Score -1904513 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1904671.875000 Penalty: 4815.780762
	Iteration 14Q: 3 clusters Score -1904672 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1904768.875000 Penalty: 4815.780762
	Iteration 15Q: 3 clusters Score -1904769 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1904837.250000 Penalty: 4815.780762
	Iteration 16Q: 3 clusters Score -1904837 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1904890.500000 Penalty: 4815.780762
	Iteration 17Q: 3 clusters Score -1904890 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1904920.375000 Penalty: 4815.780762
	Iteration 18Q: 3 clusters Score -1904920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1904942.250000 Penalty: 4815.780762
	Iteration 19Q: 3 clusters Score -1904942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1904964.500000 Penalty: 4815.780762
	Iteration 20F: 3 clusters Score -1904964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1904989.125000 Penalty: 4815.780762
	Iteration 21Q: 3 clusters Score -1904989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1904997.250000 Penalty: 4815.780762
	Iteration 22Q: 3 clusters Score -1904997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1905007.250000 Penalty: 4815.780762
	Iteration 23Q: 3 clusters Score -1905007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1905019.375000 Penalty: 4815.780762
	Iteration 24Q: 3 clusters Score -1905019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1905027.500000 Penalty: 4815.780762
	Iteration 25Q: 3 clusters Score -1905028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1905035.875000 Penalty: 4815.780762
	Iteration 26Q: 3 clusters Score -1905036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1905039.750000 Penalty: 4815.780762
	Iteration 27Q: 3 clusters Score -1905040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1905047.625000 Penalty: 4815.780762
	Iteration 28Q: 3 clusters Score -1905048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1905045.750000 Penalty: 4815.780762
	Iteration 29Q: 3 clusters Score -1905046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1905048.000000 Penalty: 4815.780762
	Iteration 30Q: 3 clusters Score -1905048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1905046.750000 Penalty: 4815.780762
	Iteration 31Q: 3 clusters Score -1905047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1905050.250000 Penalty: 4815.780762
	Iteration 32Q: 3 clusters Score -1905050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1905051.750000 Penalty: 4815.780762
	Iteration 33Q: 3 clusters Score -1905052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1905055.125000 Penalty: 4815.780762
	Iteration 34Q: 3 clusters Score -1905055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1905052.625000 Penalty: 4815.780762
	Iteration 35Q: 3 clusters Score -1905053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1905057.000000 Penalty: 4815.780762
	Iteration 36Q: 3 clusters Score -1905057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1905057.125000 Penalty: 4815.780762
	Iteration 37Q: 3 clusters Score -1905057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1905061.875000 Penalty: 4815.780762
	Iteration 38Q: 3 clusters Score -1905062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1905060.875000 Penalty: 4815.780762
	Iteration 39Q: 3 clusters Score -1905061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1905062.875000 Penalty: 4815.780762
	Iteration 40F: 3 clusters Score -1905063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1905061.500000 Penalty: 4815.780762
	Iteration 41Q: 3 clusters Score -1905062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1905059.125000 Penalty: 4815.780762
	Iteration 42Q: 3 clusters Score -1905059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1905059.125000 Penalty: 4815.780762
	Iteration 43F: 3 clusters Score -1905059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Entering Unmasked Estep 
Score: -617997.937500 Penalty: 2140.147705
	Iteration 0F: 2 clusters Score -617997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -613041.000000 Penalty: 4280.295410
	Iteration 0F: 3 clusters Score -613041 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -614244.062500 Penalty: 4280.295410
	Iteration 1F: 3 clusters Score -614244.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -614473.875000 Penalty: 4280.295410
	Iteration 2F: 3 clusters Score -614473.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -614648.062500 Penalty: 4280.295410
	Iteration 3F: 3 clusters Score -614648.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -614785.250000 Penalty: 4280.295410
	Iteration 4Q: 3 clusters Score -614785.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -614898.187500 Penalty: 4280.295410
	Iteration 5Q: 3 clusters Score -614898.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -615002.562500 Penalty: 4280.295410
	Iteration 6Q: 3 clusters Score -615002.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -615098.500000 Penalty: 4280.295410
	Iteration 7Q: 3 clusters Score -615098.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -615175.062500 Penalty: 4280.295410
	Iteration 8Q: 3 clusters Score -615175.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -615243.187500 Penalty: 4280.295410
	Iteration 9Q: 3 clusters Score -615243.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -615285.375000 Penalty: 4280.295410
	Iteration 10Q: 3 clusters Score -615285.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -615328.625000 Penalty: 4280.295410
	Iteration 11Q: 3 clusters Score -615328.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -615375.812500 Penalty: 4280.295410
	Iteration 12Q: 3 clusters Score -615375.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -615430.375000 Penalty: 4280.295410
	Iteration 13Q: 3 clusters Score -615430.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -615476.062500 Penalty: 4280.295410
	Iteration 14Q: 3 clusters Score -615476.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -615519.562500 Penalty: 4280.295410
	Iteration 15Q: 3 clusters Score -615519.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -615553.062500 Penalty: 4280.295410
	Iteration 16Q: 3 clusters Score -615553.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -615584.250000 Penalty: 4280.295410
	Iteration 17Q: 3 clusters Score -615584.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -615609.312500 Penalty: 4280.295410
	Iteration 18Q: 3 clusters Score -615609.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -615636.750000 Penalty: 4280.295410
	Iteration 19Q: 3 clusters Score -615636.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -615666.000000 Penalty: 4280.295410
	Iteration 20F: 3 clusters Score -615666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -615711.250000 Penalty: 4280.295410
	Iteration 21Q: 3 clusters Score -615711.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -615748.875000 Penalty: 4280.295410
	Iteration 22Q: 3 clusters Score -615748.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -615777.437500 Penalty: 4280.295410
	Iteration 23Q: 3 clusters Score -615777.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -615805.687500 Penalty: 4280.295410
	Iteration 24Q: 3 clusters Score -615805.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -615833.625000 Penalty: 4280.295410
	Iteration 25Q: 3 clusters Score -615833.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -615853.812500 Penalty: 4280.295410
	Iteration 26Q: 3 clusters Score -615853.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -615872.125000 Penalty: 4280.295410
	Iteration 27Q: 3 clusters Score -615872.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -615888.875000 Penalty: 4280.295410
	Iteration 28Q: 3 clusters Score -615888.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -615905.125000 Penalty: 4280.295410
	Iteration 29Q: 3 clusters Score -615905.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -615920.625000 Penalty: 4280.295410
	Iteration 30Q: 3 clusters Score -615920.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -615936.125000 Penalty: 4280.295410
	Iteration 31Q: 3 clusters Score -615936.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -615958.062500 Penalty: 4280.295410
	Iteration 32Q: 3 clusters Score -615958.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -615975.000000 Penalty: 4280.295410
	Iteration 33Q: 3 clusters Score -615975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -615988.812500 Penalty: 4280.295410
	Iteration 34Q: 3 clusters Score -615988.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -616004.937500 Penalty: 4280.295410
	Iteration 35Q: 3 clusters Score -616004.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -616011.312500 Penalty: 4280.295410
	Iteration 36Q: 3 clusters Score -616011.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -616017.437500 Penalty: 4280.295410
	Iteration 37Q: 3 clusters Score -616017.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -616027.250000 Penalty: 4280.295410
	Iteration 38Q: 3 clusters Score -616027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -616034.062500 Penalty: 4280.295410
	Iteration 39Q: 3 clusters Score -616034.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -616041.375000 Penalty: 4280.295410
	Iteration 40F: 3 clusters Score -616041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -616043.125000 Penalty: 4280.295410
	Iteration 41Q: 3 clusters Score -616043.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -616046.062500 Penalty: 4280.295410
	Iteration 42Q: 3 clusters Score -616046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -616049.437500 Penalty: 4280.295410
	Iteration 43Q: 3 clusters Score -616049.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -616052.750000 Penalty: 4280.295410
	Iteration 44Q: 3 clusters Score -616052.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -616057.812500 Penalty: 4280.295410
	Iteration 45Q: 3 clusters Score -616057.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -616063.687500 Penalty: 4280.295410
	Iteration 46Q: 3 clusters Score -616063.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -616067.875000 Penalty: 4280.295410
	Iteration 47Q: 3 clusters Score -616067.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -616070.062500 Penalty: 4280.295410
	Iteration 48Q: 3 clusters Score -616070.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -616072.250000 Penalty: 4280.295410
	Iteration 49Q: 3 clusters Score -616072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -616075.000000 Penalty: 4280.295410
	Iteration 50Q: 3 clusters Score -616075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -616078.625000 Penalty: 4280.295410
	Iteration 51Q: 3 clusters Score -616078.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -616080.437500 Penalty: 4280.295410
	Iteration 52Q: 3 clusters Score -616080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -616080.875000 Penalty: 4280.295410
	Iteration 53Q: 3 clusters Score -616080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -616081.312500 Penalty: 4280.295410
	Iteration 54Q: 3 clusters Score -616081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -616082.437500 Penalty: 4280.295410
	Iteration 55Q: 3 clusters Score -616082.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -616082.687500 Penalty: 4280.295410
	Iteration 56Q: 3 clusters Score -616082.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -616082.687500 Penalty: 4280.295410
	Iteration 57F: 3 clusters Score -616082.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -174557.984375 Penalty: 1831.537354
	Iteration 0F: 2 clusters Score -174558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -172227.250000 Penalty: 3663.074707
	Iteration 0F: 3 clusters Score -172227.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -172642.734375 Penalty: 3663.074707
	Iteration 1F: 3 clusters Score -172642.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -172780.453125 Penalty: 3663.074707
	Iteration 2F: 3 clusters Score -172780.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -172915.046875 Penalty: 3663.074707
	Iteration 3F: 3 clusters Score -172915 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -173051.812500 Penalty: 3663.074707
	Iteration 4F: 3 clusters Score -173051.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -173176.328125 Penalty: 3663.074707
	Iteration 5Q: 3 clusters Score -173176.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -173343.296875 Penalty: 3663.074707
	Iteration 6Q: 3 clusters Score -173343.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -173489.015625 Penalty: 3663.074707
	Iteration 7Q: 3 clusters Score -173489 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -173645.781250 Penalty: 3663.074707
	Iteration 8Q: 3 clusters Score -173645.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -173763.015625 Penalty: 3663.074707
	Iteration 9Q: 3 clusters Score -173763 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -173829.859375 Penalty: 3663.074707
	Iteration 10Q: 3 clusters Score -173829.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -173867.968750 Penalty: 3663.074707
	Iteration 11Q: 3 clusters Score -173868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -173897.203125 Penalty: 3663.074707
	Iteration 12Q: 3 clusters Score -173897.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -173921.562500 Penalty: 3663.074707
	Iteration 13Q: 3 clusters Score -173921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -173927.718750 Penalty: 3663.074707
	Iteration 14Q: 3 clusters Score -173927.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -173930.140625 Penalty: 3663.074707
	Iteration 15Q: 3 clusters Score -173930.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -173931.328125 Penalty: 3663.074707
	Iteration 16Q: 3 clusters Score -173931.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -173931.328125 Penalty: 3663.074707
	Iteration 17F: 3 clusters Score -173931.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Entering Unmasked Estep 
Score: -955543.812500 Penalty: 2237.805176
	Iteration 0F: 2 clusters Score -955543.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -948994.125000 Penalty: 4475.610352
	Iteration 0F: 3 clusters Score -948994.1 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -950792.312500 Penalty: 4475.610352
	Iteration 1F: 3 clusters Score -950792.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -951117.625000 Penalty: 4475.610352
	Iteration 2F: 3 clusters Score -951117.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -951497.187500 Penalty: 4475.610352
	Iteration 3F: 3 clusters Score -951497.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -951907.875000 Penalty: 4475.610352
	Iteration 4F: 3 clusters Score -951907.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -952382.000000 Penalty: 4475.610352
	Iteration 5F: 3 clusters Score -952382 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -952808.312500 Penalty: 4475.610352
	Iteration 6F: 3 clusters Score -952808.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -953230.062500 Penalty: 4475.610352
	Iteration 7F: 3 clusters Score -953230.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -953667.500000 Penalty: 4475.610352
	Iteration 8F: 3 clusters Score -953667.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -954086.625000 Penalty: 4475.610352
	Iteration 9F: 3 clusters Score -954086.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -954410.562500 Penalty: 4475.610352
	Iteration 10Q: 3 clusters Score -954410.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -954674.687500 Penalty: 4475.610352
	Iteration 11Q: 3 clusters Score -954674.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -954848.500000 Penalty: 4475.610352
	Iteration 12Q: 3 clusters Score -954848.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -954977.937500 Penalty: 4475.610352
	Iteration 13Q: 3 clusters Score -954977.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -955043.312500 Penalty: 4475.610352
	Iteration 14Q: 3 clusters Score -955043.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -955089.000000 Penalty: 4475.610352
	Iteration 15Q: 3 clusters Score -955089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -955122.625000 Penalty: 4475.610352
	Iteration 16Q: 3 clusters Score -955122.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -955139.375000 Penalty: 4475.610352
	Iteration 17Q: 3 clusters Score -955139.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -955152.312500 Penalty: 4475.610352
	Iteration 18Q: 3 clusters Score -955152.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -955158.125000 Penalty: 4475.610352
	Iteration 19Q: 3 clusters Score -955158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -955163.312500 Penalty: 4475.610352
	Iteration 20F: 3 clusters Score -955163.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -955165.000000 Penalty: 4475.610352
	Iteration 21Q: 3 clusters Score -955165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -955172.812500 Penalty: 4475.610352
	Iteration 22Q: 3 clusters Score -955172.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -955182.250000 Penalty: 4475.610352
	Iteration 23Q: 3 clusters Score -955182.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -955188.187500 Penalty: 4475.610352
	Iteration 24Q: 3 clusters Score -955188.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -955190.687500 Penalty: 4475.610352
	Iteration 25Q: 3 clusters Score -955190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -955191.625000 Penalty: 4475.610352
	Iteration 26Q: 3 clusters Score -955191.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -955191.625000 Penalty: 4475.610352
	Iteration 27F: 3 clusters Score -955191.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -83183.898438 Penalty: 1674.562988
	Iteration 0F: 2 clusters Score -83183.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -81337.781250 Penalty: 3349.125977
	Iteration 0F: 3 clusters Score -81337.78 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -81700.453125 Penalty: 3349.125977
	Iteration 1F: 3 clusters Score -81700.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81906.320312 Penalty: 3349.125977
	Iteration 2F: 3 clusters Score -81906.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -82080.804688 Penalty: 3349.125977
	Iteration 3F: 3 clusters Score -82080.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82270.320312 Penalty: 3349.125977
	Iteration 4F: 3 clusters Score -82270.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82371.820312 Penalty: 3349.125977
	Iteration 5Q: 3 clusters Score -82371.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82427.601562 Penalty: 3349.125977
	Iteration 6Q: 3 clusters Score -82427.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82494.671875 Penalty: 3349.125977
	Iteration 7Q: 3 clusters Score -82494.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82538.953125 Penalty: 3349.125977
	Iteration 8Q: 3 clusters Score -82538.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82573.625000 Penalty: 3349.125977
	Iteration 9Q: 3 clusters Score -82573.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82587.914062 Penalty: 3349.125977
	Iteration 10Q: 3 clusters Score -82587.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82599.679688 Penalty: 3349.125977
	Iteration 11Q: 3 clusters Score -82599.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82609.593750 Penalty: 3349.125977
	Iteration 12Q: 3 clusters Score -82609.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82616.054688 Penalty: 3349.125977
	Iteration 13Q: 3 clusters Score -82616.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82619.773438 Penalty: 3349.125977
	Iteration 14Q: 3 clusters Score -82619.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82620.335938 Penalty: 3349.125977
	Iteration 15Q: 3 clusters Score -82620.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82622.789062 Penalty: 3349.125977
	Iteration 16Q: 3 clusters Score -82622.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82622.789062 Penalty: 3349.125977
	Iteration 17F: 3 clusters Score -82622.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -106860.210938 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -106860.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -104953.617188 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -104953.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105653.718750 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -105653.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105980.375000 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -105980.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -106148.203125 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -106148.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -106264.328125 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -106264.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -106365.796875 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -106365.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106480.718750 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -106480.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -106601.617188 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -106601.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -106668.687500 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -106668.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -106733.703125 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -106733.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106771.320312 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -106771.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106782.695312 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -106782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106783.679688 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -106783.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -106786.437500 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -106786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -106786.437500 Penalty: 3482.014648
	Iteration 14F: 3 clusters Score -106786.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (125826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125826 members 
Entering Unmasked Estep 
Score: -14295156.000000 Penalty: 2912.178467
	Iteration 0F: 2 clusters Score -1.429516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -14211861.000000 Penalty: 5824.356934
	Iteration 0F: 3 clusters Score -1.421186e+07 nChanged 59924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -14246792.000000 Penalty: 5824.356934
	Iteration 1F: 3 clusters Score -1.424679e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -14248391.000000 Penalty: 5824.356934
	Iteration 2Q: 3 clusters Score -1.424839e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -14250892.000000 Penalty: 5824.356934
	Iteration 3Q: 3 clusters Score -1.425089e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -14254807.000000 Penalty: 5824.356934
	Iteration 4F: 3 clusters Score -1.425481e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 83180 members 
Entering Unmasked Estep 
Score: -14260606.000000 Penalty: 5824.356934
	Iteration 5F: 3 clusters Score -1.426061e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 90575 members 
Entering Unmasked Estep 
Score: -14267801.000000 Penalty: 5824.356934
	Iteration 6F: 3 clusters Score -1.42678e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 97901 members 
Entering Unmasked Estep 
Score: -14275219.000000 Penalty: 5824.356934
	Iteration 7F: 3 clusters Score -1.427522e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -14281016.000000 Penalty: 5824.356934
	Iteration 8F: 3 clusters Score -1.428102e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 108057 members 
Entering Unmasked Estep 
Score: -14284809.000000 Penalty: 5824.356934
	Iteration 9Q: 3 clusters Score -1.428481e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 110924 members 
Entering Unmasked Estep 
Score: -14287193.000000 Penalty: 5824.356934
	Iteration 10Q: 3 clusters Score -1.428719e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 113040 members 
Entering Unmasked Estep 
Score: -14288681.000000 Penalty: 5824.356934
	Iteration 11Q: 3 clusters Score -1.428868e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 114714 members 
Entering Unmasked Estep 
Score: -14289654.000000 Penalty: 5824.356934
	Iteration 12Q: 3 clusters Score -1.428965e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 116050 members 
Entering Unmasked Estep 
Score: -14290348.000000 Penalty: 5824.356934
	Iteration 13Q: 3 clusters Score -1.429035e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 117174 members 
Entering Unmasked Estep 
Score: -14290873.000000 Penalty: 5824.356934
	Iteration 14Q: 3 clusters Score -1.429087e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 118084 members 
Entering Unmasked Estep 
Score: -14291265.000000 Penalty: 5824.356934
	Iteration 15Q: 3 clusters Score -1.429126e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 118886 members 
Entering Unmasked Estep 
Score: -14291648.000000 Penalty: 5824.356934
	Iteration 16Q: 3 clusters Score -1.429165e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 119573 members 
Entering Unmasked Estep 
Score: -14291934.000000 Penalty: 5824.356934
	Iteration 17Q: 3 clusters Score -1.429193e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 120148 members 
Entering Unmasked Estep 
Score: -14292195.000000 Penalty: 5824.356934
	Iteration 18Q: 3 clusters Score -1.42922e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 120611 members 
Entering Unmasked Estep 
Score: -14292295.000000 Penalty: 5824.356934
	Iteration 19Q: 3 clusters Score -1.42923e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 121029 members 
Entering Unmasked Estep 
Score: -14292464.000000 Penalty: 5824.356934
	Iteration 20F: 3 clusters Score -1.429246e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 121368 members 
Entering Unmasked Estep 
Score: -14292558.000000 Penalty: 5824.356934
	Iteration 21Q: 3 clusters Score -1.429256e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 121659 members 
Entering Unmasked Estep 
Score: -14292672.000000 Penalty: 5824.356934
	Iteration 22Q: 3 clusters Score -1.429267e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 121887 members 
Entering Unmasked Estep 
Score: -14292724.000000 Penalty: 5824.356934
	Iteration 23Q: 3 clusters Score -1.429272e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 122100 members 
Entering Unmasked Estep 
Score: -14292798.000000 Penalty: 5824.356934
	Iteration 24Q: 3 clusters Score -1.42928e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 122280 members 
Entering Unmasked Estep 
Score: -14292884.000000 Penalty: 5824.356934
	Iteration 25Q: 3 clusters Score -1.429288e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 122425 members 
Entering Unmasked Estep 
Score: -14292947.000000 Penalty: 5824.356934
	Iteration 26Q: 3 clusters Score -1.429295e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 122531 members 
Entering Unmasked Estep 
Score: -14292967.000000 Penalty: 5824.356934
	Iteration 27Q: 3 clusters Score -1.429297e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 122617 members 
Entering Unmasked Estep 
Score: -14293028.000000 Penalty: 5824.356934
	Iteration 28Q: 3 clusters Score -1.429303e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 122700 members 
Entering Unmasked Estep 
Score: -14293055.000000 Penalty: 5824.356934
	Iteration 29Q: 3 clusters Score -1.429306e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 122784 members 
Entering Unmasked Estep 
Score: -14293046.000000 Penalty: 5824.356934
	Iteration 30Q: 3 clusters Score -1.429305e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 122859 members 
Entering Unmasked Estep 
Score: -14293049.000000 Penalty: 5824.356934
	Iteration 31Q: 3 clusters Score -1.429305e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 122921 members 
Entering Unmasked Estep 
Score: -14293088.000000 Penalty: 5824.356934
	Iteration 32Q: 3 clusters Score -1.429309e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 122991 members 
Entering Unmasked Estep 
Score: -14293104.000000 Penalty: 5824.356934
	Iteration 33Q: 3 clusters Score -1.42931e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 123044 members 
Entering Unmasked Estep 
Score: -14293089.000000 Penalty: 5824.356934
	Iteration 34Q: 3 clusters Score -1.429309e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 123105 members 
Entering Unmasked Estep 
Score: -14293107.000000 Penalty: 5824.356934
	Iteration 35Q: 3 clusters Score -1.429311e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 123154 members 
Entering Unmasked Estep 
Score: -14293132.000000 Penalty: 5824.356934
	Iteration 36Q: 3 clusters Score -1.429313e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 123204 members 
Entering Unmasked Estep 
Score: -14293128.000000 Penalty: 5824.356934
	Iteration 37Q: 3 clusters Score -1.429313e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 123256 members 
Entering Unmasked Estep 
Score: -14293146.000000 Penalty: 5824.356934
	Iteration 38Q: 3 clusters Score -1.429315e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 123303 members 
Entering Unmasked Estep 
Score: -14293161.000000 Penalty: 5824.356934
	Iteration 39Q: 3 clusters Score -1.429316e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 123349 members 
Entering Unmasked Estep 
Score: -14293149.000000 Penalty: 5824.356934
	Iteration 40F: 3 clusters Score -1.429315e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 123378 members 
Entering Unmasked Estep 
Score: -14293152.000000 Penalty: 5824.356934
	Iteration 41Q: 3 clusters Score -1.429315e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 123411 members 
Entering Unmasked Estep 
Score: -14293158.000000 Penalty: 5824.356934
	Iteration 42Q: 3 clusters Score -1.429316e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 123437 members 
Entering Unmasked Estep 
Score: -14293172.000000 Penalty: 5824.356934
	Iteration 43Q: 3 clusters Score -1.429317e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 123457 members 
Entering Unmasked Estep 
Score: -14293208.000000 Penalty: 5824.356934
	Iteration 44Q: 3 clusters Score -1.429321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 123474 members 
Entering Unmasked Estep 
Score: -14293188.000000 Penalty: 5824.356934
	Iteration 45Q: 3 clusters Score -1.429319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 123495 members 
Entering Unmasked Estep 
Score: -14293195.000000 Penalty: 5824.356934
	Iteration 46Q: 3 clusters Score -1.42932e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 123508 members 
Entering Unmasked Estep 
Score: -14293226.000000 Penalty: 5824.356934
	Iteration 47Q: 3 clusters Score -1.429323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 123528 members 
Entering Unmasked Estep 
Score: -14293230.000000 Penalty: 5824.356934
	Iteration 48Q: 3 clusters Score -1.429323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 123545 members 
Entering Unmasked Estep 
Score: -14293234.000000 Penalty: 5824.356934
	Iteration 49Q: 3 clusters Score -1.429323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 123560 members 
Entering Unmasked Estep 
Score: -14293220.000000 Penalty: 5824.356934
	Iteration 50Q: 3 clusters Score -1.429322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 123570 members 
Entering Unmasked Estep 
Score: -14293220.000000 Penalty: 5824.356934
	Iteration 51Q: 3 clusters Score -1.429322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 123578 members 
Entering Unmasked Estep 
Score: -14293228.000000 Penalty: 5824.356934
	Iteration 52Q: 3 clusters Score -1.429323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 123586 members 
Entering Unmasked Estep 
Score: -14293228.000000 Penalty: 5824.356934
	Iteration 53Q: 3 clusters Score -1.429323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 123593 members 
Entering Unmasked Estep 
Score: -14293231.000000 Penalty: 5824.356934
	Iteration 54Q: 3 clusters Score -1.429323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 123596 members 
Entering Unmasked Estep 
Score: -14293233.000000 Penalty: 5824.356934
	Iteration 55Q: 3 clusters Score -1.429323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 123597 members 
Entering Unmasked Estep 
Score: -14293238.000000 Penalty: 5824.356934
	Iteration 56Q: 3 clusters Score -1.429324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 123599 members 
Entering Unmasked Estep 
Score: -14293238.000000 Penalty: 5824.356934
	Iteration 57Q: 3 clusters Score -1.429324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 123601 members 
Entering Unmasked Estep 
Score: -14293229.000000 Penalty: 5824.356934
	Iteration 58Q: 3 clusters Score -1.429323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 123603 members 
Entering Unmasked Estep 
Score: -14293226.000000 Penalty: 5824.356934
	Iteration 59Q: 3 clusters Score -1.429323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 123605 members 
Entering Unmasked Estep 
Score: -14293231.000000 Penalty: 5824.356934
	Iteration 60F: 3 clusters Score -1.429323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 123608 members 
Entering Unmasked Estep 
Score: -14293246.000000 Penalty: 5824.356934
	Iteration 61Q: 3 clusters Score -1.429325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 123610 members 
Entering Unmasked Estep 
Score: -14293242.000000 Penalty: 5824.356934
	Iteration 62Q: 3 clusters Score -1.429324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 123612 members 
Entering Unmasked Estep 
Score: -14293238.000000 Penalty: 5824.356934
	Iteration 63Q: 3 clusters Score -1.429324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 123613 members 
Entering Unmasked Estep 
Score: -14293240.000000 Penalty: 5824.356934
	Iteration 64Q: 3 clusters Score -1.429324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 123614 members 
Entering Unmasked Estep 
Score: -14293248.000000 Penalty: 5824.356934
	Iteration 65Q: 3 clusters Score -1.429325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 123616 members 
Entering Unmasked Estep 
Score: -14293235.000000 Penalty: 5824.356934
	Iteration 66Q: 3 clusters Score -1.429324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 123618 members 
Entering Unmasked Estep 
Score: -14293240.000000 Penalty: 5824.356934
	Iteration 67Q: 3 clusters Score -1.429324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 123617 members 
Entering Unmasked Estep 
Score: -14293236.000000 Penalty: 5824.356934
	Iteration 68Q: 3 clusters Score -1.429324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 123617 members 
Entering Unmasked Estep 
Score: -14293236.000000 Penalty: 5824.356934
	Iteration 69F: 3 clusters Score -1.429324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -136137.406250 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -136137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -134034.468750 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -134034.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -134349.359375 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -134349.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -134448.546875 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -134448.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -134505.953125 Penalty: 3535.734131
	Iteration 3Q: 3 clusters Score -134506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -134532.843750 Penalty: 3535.734131
	Iteration 4Q: 3 clusters Score -134532.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -134551.859375 Penalty: 3535.734131
	Iteration 5Q: 3 clusters Score -134551.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -134572.750000 Penalty: 3535.734131
	Iteration 6Q: 3 clusters Score -134572.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -134589.859375 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -134589.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -134608.078125 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -134608.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -134614.515625 Penalty: 3535.734131
	Iteration 9Q: 3 clusters Score -134614.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -134619.843750 Penalty: 3535.734131
	Iteration 10Q: 3 clusters Score -134619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -134625.328125 Penalty: 3535.734131
	Iteration 11Q: 3 clusters Score -134625.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -134634.437500 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -134634.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134639.890625 Penalty: 3535.734131
	Iteration 13Q: 3 clusters Score -134639.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -134646.859375 Penalty: 3535.734131
	Iteration 14Q: 3 clusters Score -134646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -134649.906250 Penalty: 3535.734131
	Iteration 15Q: 3 clusters Score -134649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -134652.281250 Penalty: 3535.734131
	Iteration 16Q: 3 clusters Score -134652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134655.343750 Penalty: 3535.734131
	Iteration 17Q: 3 clusters Score -134655.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -134657.031250 Penalty: 3535.734131
	Iteration 18Q: 3 clusters Score -134657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -134657.687500 Penalty: 3535.734131
	Iteration 19Q: 3 clusters Score -134657.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -134658.671875 Penalty: 3535.734131
	Iteration 20F: 3 clusters Score -134658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134658.937500 Penalty: 3535.734131
	Iteration 21Q: 3 clusters Score -134658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -134661.187500 Penalty: 3535.734131
	Iteration 22Q: 3 clusters Score -134661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134662.968750 Penalty: 3535.734131
	Iteration 23Q: 3 clusters Score -134663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134665.625000 Penalty: 3535.734131
	Iteration 24Q: 3 clusters Score -134665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -134666.203125 Penalty: 3535.734131
	Iteration 25Q: 3 clusters Score -134666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134666.734375 Penalty: 3535.734131
	Iteration 26Q: 3 clusters Score -134666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134667.296875 Penalty: 3535.734131
	Iteration 27Q: 3 clusters Score -134667.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -134667.875000 Penalty: 3535.734131
	Iteration 28Q: 3 clusters Score -134667.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -134667.875000 Penalty: 3535.734131
	Iteration 29F: 3 clusters Score -134667.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (314668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314668 members 
Entering Unmasked Estep 
Score: -35705596.000000 Penalty: 3139.499756
	Iteration 0F: 2 clusters Score -3.57056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157365 members 
Mstep: Class 2 contains 157303 members 
Entering Unmasked Estep 
Score: -35516580.000000 Penalty: 6278.999512
	Iteration 0F: 3 clusters Score -3.551658e+07 nChanged 152652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158975 members 
Mstep: Class 2 contains 155693 members 
Entering Unmasked Estep 
Score: -35606432.000000 Penalty: 6278.999512
	Iteration 1F: 3 clusters Score -3.560643e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160231 members 
Mstep: Class 2 contains 154437 members 
Entering Unmasked Estep 
Score: -35607792.000000 Penalty: 6278.999512
	Iteration 2Q: 3 clusters Score -3.560779e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162178 members 
Mstep: Class 2 contains 152490 members 
Entering Unmasked Estep 
Score: -35609432.000000 Penalty: 6278.999512
	Iteration 3Q: 3 clusters Score -3.560943e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164959 members 
Mstep: Class 2 contains 149709 members 
Entering Unmasked Estep 
Score: -35611008.000000 Penalty: 6278.999512
	Iteration 4Q: 3 clusters Score -3.561101e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169236 members 
Mstep: Class 2 contains 145432 members 
Entering Unmasked Estep 
Score: -35613464.000000 Penalty: 6278.999512
	Iteration 5Q: 3 clusters Score -3.561346e+07 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175782 members 
Mstep: Class 2 contains 138886 members 
Entering Unmasked Estep 
Score: -35617008.000000 Penalty: 6278.999512
	Iteration 6Q: 3 clusters Score -3.561701e+07 nChanged 12848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185220 members 
Mstep: Class 2 contains 129448 members 
Entering Unmasked Estep 
Score: -35621972.000000 Penalty: 6278.999512
	Iteration 7Q: 3 clusters Score -3.562197e+07 nChanged 15419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198417 members 
Mstep: Class 2 contains 116251 members 
Entering Unmasked Estep 
Score: -35629724.000000 Penalty: 6278.999512
	Iteration 8Q: 3 clusters Score -3.562972e+07 nChanged 18966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216091 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -35641168.000000 Penalty: 6278.999512
	Iteration 9F: 3 clusters Score -3.564117e+07 nChanged 21515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236848 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -35655748.000000 Penalty: 6278.999512
	Iteration 10F: 3 clusters Score -3.565575e+07 nChanged 21524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257994 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -35670568.000000 Penalty: 6278.999512
	Iteration 11F: 3 clusters Score -3.567057e+07 nChanged 18327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276051 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -35682056.000000 Penalty: 6278.999512
	Iteration 12F: 3 clusters Score -3.568206e+07 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289331 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -35690356.000000 Penalty: 6278.999512
	Iteration 13Q: 3 clusters Score -3.569036e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298433 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -35695748.000000 Penalty: 6278.999512
	Iteration 14Q: 3 clusters Score -3.569575e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304340 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -35698876.000000 Penalty: 6278.999512
	Iteration 15Q: 3 clusters Score -3.569888e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308134 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -35700792.000000 Penalty: 6278.999512
	Iteration 16Q: 3 clusters Score -3.570079e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310496 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -35701648.000000 Penalty: 6278.999512
	Iteration 17Q: 3 clusters Score -3.570165e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311921 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -35702144.000000 Penalty: 6278.999512
	Iteration 18Q: 3 clusters Score -3.570214e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312733 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -35702460.000000 Penalty: 6278.999512
	Iteration 19Q: 3 clusters Score -3.570246e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313219 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -35702644.000000 Penalty: 6278.999512
	Iteration 20F: 3 clusters Score -3.570264e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313500 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -35702780.000000 Penalty: 6278.999512
	Iteration 21Q: 3 clusters Score -3.570278e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313663 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -35702852.000000 Penalty: 6278.999512
	Iteration 22Q: 3 clusters Score -3.570285e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313779 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -35702876.000000 Penalty: 6278.999512
	Iteration 23Q: 3 clusters Score -3.570288e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313840 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -35702868.000000 Penalty: 6278.999512
	Iteration 24Q: 3 clusters Score -3.570287e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313897 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -35702884.000000 Penalty: 6278.999512
	Iteration 25Q: 3 clusters Score -3.570288e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313933 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -35702920.000000 Penalty: 6278.999512
	Iteration 26Q: 3 clusters Score -3.570292e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313958 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -35702916.000000 Penalty: 6278.999512
	Iteration 27Q: 3 clusters Score -3.570292e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313982 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -35702932.000000 Penalty: 6278.999512
	Iteration 28Q: 3 clusters Score -3.570293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313998 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -35702976.000000 Penalty: 6278.999512
	Iteration 29Q: 3 clusters Score -3.570298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314021 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -35703004.000000 Penalty: 6278.999512
	Iteration 30Q: 3 clusters Score -3.5703e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314035 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -35702984.000000 Penalty: 6278.999512
	Iteration 31Q: 3 clusters Score -3.570298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314048 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -35702988.000000 Penalty: 6278.999512
	Iteration 32Q: 3 clusters Score -3.570299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314057 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -35703008.000000 Penalty: 6278.999512
	Iteration 33Q: 3 clusters Score -3.570301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314057 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -35703004.000000 Penalty: 6278.999512
	Iteration 34Q: 3 clusters Score -3.5703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314058 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -35703000.000000 Penalty: 6278.999512
	Iteration 35Q: 3 clusters Score -3.5703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314058 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -35703016.000000 Penalty: 6278.999512
	Iteration 36Q: 3 clusters Score -3.570302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314062 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -35703000.000000 Penalty: 6278.999512
	Iteration 37Q: 3 clusters Score -3.5703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314063 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -35703004.000000 Penalty: 6278.999512
	Iteration 38Q: 3 clusters Score -3.5703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314066 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -35702996.000000 Penalty: 6278.999512
	Iteration 39Q: 3 clusters Score -3.5703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314068 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -35703012.000000 Penalty: 6278.999512
	Iteration 40F: 3 clusters Score -3.570301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314076 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -35703004.000000 Penalty: 6278.999512
	Iteration 41Q: 3 clusters Score -3.5703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314074 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -35702996.000000 Penalty: 6278.999512
	Iteration 42Q: 3 clusters Score -3.5703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314075 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -35703012.000000 Penalty: 6278.999512
	Iteration 43Q: 3 clusters Score -3.570301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314077 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -35703012.000000 Penalty: 6278.999512
	Iteration 44Q: 3 clusters Score -3.570301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314079 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -35703020.000000 Penalty: 6278.999512
	Iteration 45Q: 3 clusters Score -3.570302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314078 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -35703000.000000 Penalty: 6278.999512
	Iteration 46Q: 3 clusters Score -3.5703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314078 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -35703000.000000 Penalty: 6278.999512
	Iteration 47F: 3 clusters Score -3.5703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Entering Unmasked Estep 
Score: -843066.687500 Penalty: 2206.184082
	Iteration 0F: 2 clusters Score -843066.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -837055.250000 Penalty: 4412.368164
	Iteration 0F: 3 clusters Score -837055.2 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -838684.562500 Penalty: 4412.368164
	Iteration 1F: 3 clusters Score -838684.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -838923.562500 Penalty: 4412.368164
	Iteration 2F: 3 clusters Score -838923.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -839093.750000 Penalty: 4412.368164
	Iteration 3Q: 3 clusters Score -839093.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -839224.250000 Penalty: 4412.368164
	Iteration 4Q: 3 clusters Score -839224.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -839318.375000 Penalty: 4412.368164
	Iteration 5Q: 3 clusters Score -839318.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -839402.625000 Penalty: 4412.368164
	Iteration 6Q: 3 clusters Score -839402.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -839488.375000 Penalty: 4412.368164
	Iteration 7Q: 3 clusters Score -839488.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -839575.250000 Penalty: 4412.368164
	Iteration 8Q: 3 clusters Score -839575.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -839664.062500 Penalty: 4412.368164
	Iteration 9Q: 3 clusters Score -839664.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -839782.375000 Penalty: 4412.368164
	Iteration 10Q: 3 clusters Score -839782.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -839929.062500 Penalty: 4412.368164
	Iteration 11Q: 3 clusters Score -839929.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -840109.750000 Penalty: 4412.368164
	Iteration 12Q: 3 clusters Score -840109.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -840255.062500 Penalty: 4412.368164
	Iteration 13Q: 3 clusters Score -840255.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -840389.375000 Penalty: 4412.368164
	Iteration 14Q: 3 clusters Score -840389.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -840514.437500 Penalty: 4412.368164
	Iteration 15Q: 3 clusters Score -840514.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -840629.500000 Penalty: 4412.368164
	Iteration 16Q: 3 clusters Score -840629.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -840717.937500 Penalty: 4412.368164
	Iteration 17Q: 3 clusters Score -840717.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -840795.812500 Penalty: 4412.368164
	Iteration 18Q: 3 clusters Score -840795.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -840855.500000 Penalty: 4412.368164
	Iteration 19Q: 3 clusters Score -840855.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -840901.187500 Penalty: 4412.368164
	Iteration 20F: 3 clusters Score -840901.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -840935.312500 Penalty: 4412.368164
	Iteration 21Q: 3 clusters Score -840935.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -840965.625000 Penalty: 4412.368164
	Iteration 22Q: 3 clusters Score -840965.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -840988.562500 Penalty: 4412.368164
	Iteration 23Q: 3 clusters Score -840988.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -841010.625000 Penalty: 4412.368164
	Iteration 24Q: 3 clusters Score -841010.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -841031.000000 Penalty: 4412.368164
	Iteration 25Q: 3 clusters Score -841031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -841052.187500 Penalty: 4412.368164
	Iteration 26Q: 3 clusters Score -841052.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -841062.687500 Penalty: 4412.368164
	Iteration 27Q: 3 clusters Score -841062.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -841069.062500 Penalty: 4412.368164
	Iteration 28Q: 3 clusters Score -841069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -841072.750000 Penalty: 4412.368164
	Iteration 29Q: 3 clusters Score -841072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -841075.312500 Penalty: 4412.368164
	Iteration 30Q: 3 clusters Score -841075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -841080.937500 Penalty: 4412.368164
	Iteration 31Q: 3 clusters Score -841080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -841086.125000 Penalty: 4412.368164
	Iteration 32Q: 3 clusters Score -841086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -841087.437500 Penalty: 4412.368164
	Iteration 33Q: 3 clusters Score -841087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -841088.500000 Penalty: 4412.368164
	Iteration 34Q: 3 clusters Score -841088.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -841092.687500 Penalty: 4412.368164
	Iteration 35Q: 3 clusters Score -841092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -841097.812500 Penalty: 4412.368164
	Iteration 36Q: 3 clusters Score -841097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -841102.562500 Penalty: 4412.368164
	Iteration 37Q: 3 clusters Score -841102.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -841109.937500 Penalty: 4412.368164
	Iteration 38Q: 3 clusters Score -841109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -841114.062500 Penalty: 4412.368164
	Iteration 39Q: 3 clusters Score -841114.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -841115.750000 Penalty: 4412.368164
	Iteration 40F: 3 clusters Score -841115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -841115.687500 Penalty: 4412.368164
	Iteration 41Q: 3 clusters Score -841115.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -841117.062500 Penalty: 4412.368164
	Iteration 42Q: 3 clusters Score -841117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -841118.812500 Penalty: 4412.368164
	Iteration 43Q: 3 clusters Score -841118.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -841118.437500 Penalty: 4412.368164
	Iteration 44Q: 3 clusters Score -841118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -841119.375000 Penalty: 4412.368164
	Iteration 45Q: 3 clusters Score -841119.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -841119.375000 Penalty: 4412.368164
	Iteration 46F: 3 clusters Score -841119.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -95356.585938 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -95356.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -93585.921875 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -93585.92 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -93831.320312 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -93831.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93905.843750 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -93905.84 nChanged 21
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: -93944.031250 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -93944.03 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: -93995.296875 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -93995.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -94036.296875 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -94036.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94061.234375 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -94061.23 nChanged 14
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: -94083.539062 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -94083.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94112.078125 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -94112.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -94143.921875 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -94143.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -94159.578125 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -94159.58 nChanged 8
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: -94168.984375 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -94168.98 nChanged 5
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: -94175.187500 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -94175.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94181.968750 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -94181.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -94183.125000 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -94183.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -94184.468750 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -94184.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -94184.468750 Penalty: 3342.123535
	Iteration 16F: 3 clusters Score -94184.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -105170.054688 Penalty: 1709.123169
	Iteration 0F: 2 clusters Score -105170.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -103222.914062 Penalty: 3418.246338
	Iteration 0F: 3 clusters Score -103222.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -103490.671875 Penalty: 3418.246338
	Iteration 1F: 3 clusters Score -103490.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -103570.656250 Penalty: 3418.246338
	Iteration 2F: 3 clusters Score -103570.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103589.820312 Penalty: 3418.246338
	Iteration 3Q: 3 clusters Score -103589.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -103608.695312 Penalty: 3418.246338
	Iteration 4Q: 3 clusters Score -103608.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103627.812500 Penalty: 3418.246338
	Iteration 5Q: 3 clusters Score -103627.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -103640.093750 Penalty: 3418.246338
	Iteration 6Q: 3 clusters Score -103640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -103649.609375 Penalty: 3418.246338
	Iteration 7Q: 3 clusters Score -103649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -103655.664062 Penalty: 3418.246338
	Iteration 8Q: 3 clusters Score -103655.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -103657.335938 Penalty: 3418.246338
	Iteration 9Q: 3 clusters Score -103657.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -103657.835938 Penalty: 3418.246338
	Iteration 10Q: 3 clusters Score -103657.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -103657.835938 Penalty: 3418.246338
	Iteration 11F: 3 clusters Score -103657.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -44352.449219 Penalty: 1521.620117
	Iteration 0F: 2 clusters Score -44352.45 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 214 members 
Entering Unmasked Estep 
Score: -42912.949219 Penalty: 3043.240234
	Iteration 0F: 3 clusters Score -42912.95 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43122.718750 Penalty: 3043.240234
	Iteration 1F: 3 clusters Score -43122.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43238.312500 Penalty: 3043.240234
	Iteration 2F: 3 clusters Score -43238.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43360.800781 Penalty: 3043.240234
	Iteration 3F: 3 clusters Score -43360.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43525.062500 Penalty: 3043.240234
	Iteration 4F: 3 clusters Score -43525.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43699.371094 Penalty: 3043.240234
	Iteration 5F: 3 clusters Score -43699.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43812.183594 Penalty: 3043.240234
	Iteration 6Q: 3 clusters Score -43812.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -43911.238281 Penalty: 3043.240234
	Iteration 7Q: 3 clusters Score -43911.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -44015.593750 Penalty: 3043.240234
	Iteration 8Q: 3 clusters Score -44015.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44093.648438 Penalty: 3043.240234
	Iteration 9Q: 3 clusters Score -44093.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44221.734375 Penalty: 3043.240234
	Iteration 10Q: 3 clusters Score -44221.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -44356.199219 Penalty: 3043.240234
	Iteration 11Q: 3 clusters Score -44356.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -44486.011719 Penalty: 3043.240234
	Iteration 12Q: 3 clusters Score -44486.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -44539.347656 Penalty: 3043.240234
	Iteration 13Q: 3 clusters Score -44539.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -44545.140625 Penalty: 3043.240234
	Iteration 14Q: 3 clusters Score -44545.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -44545.140625 Penalty: 3043.240234
	Iteration 15F: 3 clusters Score -44545.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 3 contains 321 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125826 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314668 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47298 members 
Mstep: Class 19 contains 53521 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
Score: -70752288.000000 Penalty: 66254.992188
Splitting cluster 14 changes total score from -70753848.000000 to -70752288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -74773.382812 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -74773.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73056.976562 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -73056.98 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73249.289062 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -73249.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73307.664062 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -73307.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73343.484375 Penalty: 3244.350830
	Iteration 3Q: 3 clusters Score -73343.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73373.226562 Penalty: 3244.350830
	Iteration 4Q: 3 clusters Score -73373.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73389.492188 Penalty: 3244.350830
	Iteration 5Q: 3 clusters Score -73389.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73393.351562 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -73393.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73395.921875 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -73395.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73407.195312 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -73407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73409.929688 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -73409.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73414.289062 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -73414.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73420.523438 Penalty: 3244.350830
	Iteration 11Q: 3 clusters Score -73420.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73428.078125 Penalty: 3244.350830
	Iteration 12Q: 3 clusters Score -73428.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73435.445312 Penalty: 3244.350830
	Iteration 13Q: 3 clusters Score -73435.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73445.460938 Penalty: 3244.350830
	Iteration 14Q: 3 clusters Score -73445.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73448.234375 Penalty: 3244.350830
	Iteration 15Q: 3 clusters Score -73448.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73450.929688 Penalty: 3244.350830
	Iteration 16Q: 3 clusters Score -73450.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73457.242188 Penalty: 3244.350830
	Iteration 17Q: 3 clusters Score -73457.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73463.859375 Penalty: 3244.350830
	Iteration 18Q: 3 clusters Score -73463.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73463.859375 Penalty: 3244.350830
	Iteration 19F: 3 clusters Score -73463.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Entering Unmasked Estep 
Score: -4608201.000000 Penalty: 2635.578857
	Iteration 0F: 2 clusters Score -4608201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -4580281.000000 Penalty: 5271.157715
	Iteration 0F: 3 clusters Score -4580281 nChanged 18949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -4590570.000000 Penalty: 5271.157715
	Iteration 1F: 3 clusters Score -4590570 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -4591143.000000 Penalty: 5271.157715
	Iteration 2Q: 3 clusters Score -4591143 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -4591794.500000 Penalty: 5271.157715
	Iteration 3Q: 3 clusters Score -4591794 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -4592630.000000 Penalty: 5271.157715
	Iteration 4Q: 3 clusters Score -4592630 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -4593936.000000 Penalty: 5271.157715
	Iteration 5F: 3 clusters Score -4593936 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4596046.000000 Penalty: 5271.157715
	Iteration 6F: 3 clusters Score -4596046 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4598906.500000 Penalty: 5271.157715
	Iteration 7F: 3 clusters Score -4598906 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -4601975.500000 Penalty: 5271.157715
	Iteration 8F: 3 clusters Score -4601976 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -4604132.000000 Penalty: 5271.157715
	Iteration 9F: 3 clusters Score -4604132 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -4605122.500000 Penalty: 5271.157715
	Iteration 10Q: 3 clusters Score -4605122 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -4605551.000000 Penalty: 5271.157715
	Iteration 11Q: 3 clusters Score -4605551 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -4605708.000000 Penalty: 5271.157715
	Iteration 12Q: 3 clusters Score -4605708 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -4605810.500000 Penalty: 5271.157715
	Iteration 13Q: 3 clusters Score -4605810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -4605855.000000 Penalty: 5271.157715
	Iteration 14Q: 3 clusters Score -4605855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -4605878.000000 Penalty: 5271.157715
	Iteration 15Q: 3 clusters Score -4605878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -4605894.500000 Penalty: 5271.157715
	Iteration 16Q: 3 clusters Score -4605894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -4605912.000000 Penalty: 5271.157715
	Iteration 17Q: 3 clusters Score -4605912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -4605915.500000 Penalty: 5271.157715
	Iteration 18Q: 3 clusters Score -4605916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -4605923.500000 Penalty: 5271.157715
	Iteration 19Q: 3 clusters Score -4605924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -4605921.500000 Penalty: 5271.157715
	Iteration 20F: 3 clusters Score -4605922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -4605922.500000 Penalty: 5271.157715
	Iteration 21Q: 3 clusters Score -4605922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -4605922.000000 Penalty: 5271.157715
	Iteration 22Q: 3 clusters Score -4605922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -4605931.000000 Penalty: 5271.157715
	Iteration 23Q: 3 clusters Score -4605931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -4605932.500000 Penalty: 5271.157715
	Iteration 24Q: 3 clusters Score -4605932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -4605936.500000 Penalty: 5271.157715
	Iteration 25Q: 3 clusters Score -4605936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -4605937.000000 Penalty: 5271.157715
	Iteration 26Q: 3 clusters Score -4605937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -4605937.000000 Penalty: 5271.157715
	Iteration 27F: 3 clusters Score -4605937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Entering Unmasked Estep 
Score: -5409502.000000 Penalty: 2669.527344
	Iteration 0F: 2 clusters Score -5409502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -5377541.000000 Penalty: 5339.054688
	Iteration 0F: 3 clusters Score -5377541 nChanged 21907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -5390043.500000 Penalty: 5339.054688
	Iteration 1F: 3 clusters Score -5390044 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -5390737.500000 Penalty: 5339.054688
	Iteration 2Q: 3 clusters Score -5390738 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -5391554.000000 Penalty: 5339.054688
	Iteration 3Q: 3 clusters Score -5391554 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -5392665.000000 Penalty: 5339.054688
	Iteration 4Q: 3 clusters Score -5392665 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -5394280.500000 Penalty: 5339.054688
	Iteration 5F: 3 clusters Score -5394280 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -5396616.500000 Penalty: 5339.054688
	Iteration 6F: 3 clusters Score -5396616 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -5399538.500000 Penalty: 5339.054688
	Iteration 7F: 3 clusters Score -5399538 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -5402452.000000 Penalty: 5339.054688
	Iteration 8F: 3 clusters Score -5402452 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5404582.500000 Penalty: 5339.054688
	Iteration 9Q: 3 clusters Score -5404582 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -5405945.000000 Penalty: 5339.054688
	Iteration 10Q: 3 clusters Score -5405945 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -5406733.000000 Penalty: 5339.054688
	Iteration 11Q: 3 clusters Score -5406733 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -5407174.000000 Penalty: 5339.054688
	Iteration 12Q: 3 clusters Score -5407174 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -5407445.000000 Penalty: 5339.054688
	Iteration 13Q: 3 clusters Score -5407445 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -5407697.000000 Penalty: 5339.054688
	Iteration 14Q: 3 clusters Score -5407697 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -5407829.000000 Penalty: 5339.054688
	Iteration 15Q: 3 clusters Score -5407829 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -5407926.500000 Penalty: 5339.054688
	Iteration 16Q: 3 clusters Score -5407926 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -5408017.000000 Penalty: 5339.054688
	Iteration 17Q: 3 clusters Score -5408017 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -5408106.000000 Penalty: 5339.054688
	Iteration 18Q: 3 clusters Score -5408106 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -5408198.500000 Penalty: 5339.054688
	Iteration 19Q: 3 clusters Score -5408198 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -5408263.000000 Penalty: 5339.054688
	Iteration 20F: 3 clusters Score -5408263 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -5408336.500000 Penalty: 5339.054688
	Iteration 21Q: 3 clusters Score -5408336 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -5408391.000000 Penalty: 5339.054688
	Iteration 22Q: 3 clusters Score -5408391 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -5408439.000000 Penalty: 5339.054688
	Iteration 23Q: 3 clusters Score -5408439 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -5408477.500000 Penalty: 5339.054688
	Iteration 24Q: 3 clusters Score -5408478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -5408522.000000 Penalty: 5339.054688
	Iteration 25Q: 3 clusters Score -5408522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -5408555.000000 Penalty: 5339.054688
	Iteration 26Q: 3 clusters Score -5408555 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -5408582.500000 Penalty: 5339.054688
	Iteration 27Q: 3 clusters Score -5408582 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -5408642.000000 Penalty: 5339.054688
	Iteration 28Q: 3 clusters Score -5408642 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -5408696.500000 Penalty: 5339.054688
	Iteration 29Q: 3 clusters Score -5408696 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -5408729.000000 Penalty: 5339.054688
	Iteration 30Q: 3 clusters Score -5408729 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -5408802.500000 Penalty: 5339.054688
	Iteration 31Q: 3 clusters Score -5408802 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -5408860.500000 Penalty: 5339.054688
	Iteration 32Q: 3 clusters Score -5408860 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -5408900.000000 Penalty: 5339.054688
	Iteration 33Q: 3 clusters Score -5408900 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -5408933.500000 Penalty: 5339.054688
	Iteration 34Q: 3 clusters Score -5408934 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -5409004.500000 Penalty: 5339.054688
	Iteration 35Q: 3 clusters Score -5409004 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -5409034.000000 Penalty: 5339.054688
	Iteration 36Q: 3 clusters Score -5409034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -5409081.500000 Penalty: 5339.054688
	Iteration 37Q: 3 clusters Score -5409082 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -5409108.000000 Penalty: 5339.054688
	Iteration 38Q: 3 clusters Score -5409108 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -5409113.500000 Penalty: 5339.054688
	Iteration 39Q: 3 clusters Score -5409114 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -5409163.500000 Penalty: 5339.054688
	Iteration 40F: 3 clusters Score -5409164 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -5409201.000000 Penalty: 5339.054688
	Iteration 41Q: 3 clusters Score -5409201 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -5409241.500000 Penalty: 5339.054688
	Iteration 42Q: 3 clusters Score -5409242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -5409256.500000 Penalty: 5339.054688
	Iteration 43Q: 3 clusters Score -5409256 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -5409277.500000 Penalty: 5339.054688
	Iteration 44Q: 3 clusters Score -5409278 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -5409306.000000 Penalty: 5339.054688
	Iteration 45Q: 3 clusters Score -5409306 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -5409329.500000 Penalty: 5339.054688
	Iteration 46Q: 3 clusters Score -5409330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5409346.500000 Penalty: 5339.054688
	Iteration 47Q: 3 clusters Score -5409346 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -5409365.500000 Penalty: 5339.054688
	Iteration 48Q: 3 clusters Score -5409366 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -5409371.500000 Penalty: 5339.054688
	Iteration 49Q: 3 clusters Score -5409372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -5409383.500000 Penalty: 5339.054688
	Iteration 50Q: 3 clusters Score -5409384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -5409392.500000 Penalty: 5339.054688
	Iteration 51Q: 3 clusters Score -5409392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -5409400.000000 Penalty: 5339.054688
	Iteration 52Q: 3 clusters Score -5409400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -5409402.000000 Penalty: 5339.054688
	Iteration 53Q: 3 clusters Score -5409402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -5409403.500000 Penalty: 5339.054688
	Iteration 54Q: 3 clusters Score -5409404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -5409410.000000 Penalty: 5339.054688
	Iteration 55Q: 3 clusters Score -5409410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5409412.000000 Penalty: 5339.054688
	Iteration 56Q: 3 clusters Score -5409412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -5409418.500000 Penalty: 5339.054688
	Iteration 57Q: 3 clusters Score -5409418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -5409413.000000 Penalty: 5339.054688
	Iteration 58Q: 3 clusters Score -5409413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -5409405.500000 Penalty: 5339.054688
	Iteration 59Q: 3 clusters Score -5409406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -5409413.000000 Penalty: 5339.054688
	Iteration 60F: 3 clusters Score -5409413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -5409422.500000 Penalty: 5339.054688
	Iteration 61Q: 3 clusters Score -5409422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5409421.000000 Penalty: 5339.054688
	Iteration 62Q: 3 clusters Score -5409421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -5409425.500000 Penalty: 5339.054688
	Iteration 63Q: 3 clusters Score -5409426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -5409418.500000 Penalty: 5339.054688
	Iteration 64Q: 3 clusters Score -5409418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -5409414.500000 Penalty: 5339.054688
	Iteration 65Q: 3 clusters Score -5409414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -5409410.500000 Penalty: 5339.054688
	Iteration 66Q: 3 clusters Score -5409410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -5409411.000000 Penalty: 5339.054688
	Iteration 67Q: 3 clusters Score -5409411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -5409413.500000 Penalty: 5339.054688
	Iteration 68Q: 3 clusters Score -5409414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -5409410.000000 Penalty: 5339.054688
	Iteration 69Q: 3 clusters Score -5409410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -5409414.000000 Penalty: 5339.054688
	Iteration 70Q: 3 clusters Score -5409414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -5409412.500000 Penalty: 5339.054688
	Iteration 71Q: 3 clusters Score -5409412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -5409412.500000 Penalty: 5339.054688
	Iteration 72Q: 3 clusters Score -5409412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -5409412.000000 Penalty: 5339.054688
	Iteration 73Q: 3 clusters Score -5409412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -5409413.000000 Penalty: 5339.054688
	Iteration 74Q: 3 clusters Score -5409413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -5409413.500000 Penalty: 5339.054688
	Iteration 75Q: 3 clusters Score -5409414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -5409413.000000 Penalty: 5339.054688
	Iteration 76Q: 3 clusters Score -5409413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -5409414.500000 Penalty: 5339.054688
	Iteration 77Q: 3 clusters Score -5409414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -5409419.500000 Penalty: 5339.054688
	Iteration 78Q: 3 clusters Score -5409420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -5409415.500000 Penalty: 5339.054688
	Iteration 79Q: 3 clusters Score -5409416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5409413.500000 Penalty: 5339.054688
	Iteration 80F: 3 clusters Score -5409414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -5409416.000000 Penalty: 5339.054688
	Iteration 81Q: 3 clusters Score -5409416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -5409418.500000 Penalty: 5339.054688
	Iteration 82Q: 3 clusters Score -5409418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -5409421.000000 Penalty: 5339.054688
	Iteration 83Q: 3 clusters Score -5409421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -5409427.500000 Penalty: 5339.054688
	Iteration 84Q: 3 clusters Score -5409428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -5409424.500000 Penalty: 5339.054688
	Iteration 85Q: 3 clusters Score -5409424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -5409431.500000 Penalty: 5339.054688
	Iteration 86Q: 3 clusters Score -5409432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -5409439.000000 Penalty: 5339.054688
	Iteration 87Q: 3 clusters Score -5409439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -5409438.000000 Penalty: 5339.054688
	Iteration 88Q: 3 clusters Score -5409438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -5409438.500000 Penalty: 5339.054688
	Iteration 89Q: 3 clusters Score -5409438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -5409428.500000 Penalty: 5339.054688
	Iteration 90Q: 3 clusters Score -5409428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5409432.000000 Penalty: 5339.054688
	Iteration 91Q: 3 clusters Score -5409432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5409425.500000 Penalty: 5339.054688
	Iteration 92Q: 3 clusters Score -5409426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -5409427.000000 Penalty: 5339.054688
	Iteration 93Q: 3 clusters Score -5409427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -5409424.000000 Penalty: 5339.054688
	Iteration 94Q: 3 clusters Score -5409424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -5409422.500000 Penalty: 5339.054688
	Iteration 95Q: 3 clusters Score -5409422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -5409419.500000 Penalty: 5339.054688
	Iteration 96Q: 3 clusters Score -5409420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -5409419.500000 Penalty: 5339.054688
	Iteration 97Q: 3 clusters Score -5409420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -5409420.500000 Penalty: 5339.054688
	Iteration 98Q: 3 clusters Score -5409420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -5409413.000000 Penalty: 5339.054688
	Iteration 99Q: 3 clusters Score -5409413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -5409423.500000 Penalty: 5339.054688
	Iteration 100F: 3 clusters Score -5409424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -5409426.000000 Penalty: 5339.054688
	Iteration 101Q: 3 clusters Score -5409426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -5409425.000000 Penalty: 5339.054688
	Iteration 102Q: 3 clusters Score -5409425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5409423.500000 Penalty: 5339.054688
	Iteration 103Q: 3 clusters Score -5409424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -5409426.500000 Penalty: 5339.054688
	Iteration 104Q: 3 clusters Score -5409426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -5409426.500000 Penalty: 5339.054688
	Iteration 105F: 3 clusters Score -5409426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Entering Unmasked Estep 
Score: -6116638.500000 Penalty: 2700.181885
	Iteration 0F: 2 clusters Score -6116638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -6080556.500000 Penalty: 5400.363770
	Iteration 0F: 3 clusters Score -6080556 nChanged 24846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -6094235.000000 Penalty: 5400.363770
	Iteration 1F: 3 clusters Score -6094235 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -6094907.000000 Penalty: 5400.363770
	Iteration 2Q: 3 clusters Score -6094907 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -6095681.500000 Penalty: 5400.363770
	Iteration 3Q: 3 clusters Score -6095682 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -6096693.500000 Penalty: 5400.363770
	Iteration 4Q: 3 clusters Score -6096694 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -6098134.000000 Penalty: 5400.363770
	Iteration 5F: 3 clusters Score -6098134 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -6100133.000000 Penalty: 5400.363770
	Iteration 6F: 3 clusters Score -6100133 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -6102813.500000 Penalty: 5400.363770
	Iteration 7F: 3 clusters Score -6102814 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -6105780.500000 Penalty: 5400.363770
	Iteration 8F: 3 clusters Score -6105780 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -6108494.500000 Penalty: 5400.363770
	Iteration 9F: 3 clusters Score -6108494 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -6110514.000000 Penalty: 5400.363770
	Iteration 10Q: 3 clusters Score -6110514 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -6111676.500000 Penalty: 5400.363770
	Iteration 11Q: 3 clusters Score -6111676 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -6112175.500000 Penalty: 5400.363770
	Iteration 12Q: 3 clusters Score -6112176 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -6112519.000000 Penalty: 5400.363770
	Iteration 13Q: 3 clusters Score -6112519 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -6112780.000000 Penalty: 5400.363770
	Iteration 14Q: 3 clusters Score -6112780 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -6112979.500000 Penalty: 5400.363770
	Iteration 15Q: 3 clusters Score -6112980 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -6113167.500000 Penalty: 5400.363770
	Iteration 16Q: 3 clusters Score -6113168 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -6113338.000000 Penalty: 5400.363770
	Iteration 17Q: 3 clusters Score -6113338 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -6113488.000000 Penalty: 5400.363770
	Iteration 18Q: 3 clusters Score -6113488 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -6113630.500000 Penalty: 5400.363770
	Iteration 19Q: 3 clusters Score -6113630 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -6113746.000000 Penalty: 5400.363770
	Iteration 20F: 3 clusters Score -6113746 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -6113832.000000 Penalty: 5400.363770
	Iteration 21Q: 3 clusters Score -6113832 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -6113927.000000 Penalty: 5400.363770
	Iteration 22Q: 3 clusters Score -6113927 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -6114002.500000 Penalty: 5400.363770
	Iteration 23Q: 3 clusters Score -6114002 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -6114049.000000 Penalty: 5400.363770
	Iteration 24Q: 3 clusters Score -6114049 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -6114087.000000 Penalty: 5400.363770
	Iteration 25Q: 3 clusters Score -6114087 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -6114121.000000 Penalty: 5400.363770
	Iteration 26Q: 3 clusters Score -6114121 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6114170.500000 Penalty: 5400.363770
	Iteration 27Q: 3 clusters Score -6114170 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6114220.000000 Penalty: 5400.363770
	Iteration 28Q: 3 clusters Score -6114220 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -6114229.500000 Penalty: 5400.363770
	Iteration 29Q: 3 clusters Score -6114230 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -6114257.500000 Penalty: 5400.363770
	Iteration 30Q: 3 clusters Score -6114258 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6114291.000000 Penalty: 5400.363770
	Iteration 31Q: 3 clusters Score -6114291 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6114310.000000 Penalty: 5400.363770
	Iteration 32Q: 3 clusters Score -6114310 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6114334.500000 Penalty: 5400.363770
	Iteration 33Q: 3 clusters Score -6114334 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6114347.000000 Penalty: 5400.363770
	Iteration 34Q: 3 clusters Score -6114347 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6114356.000000 Penalty: 5400.363770
	Iteration 35Q: 3 clusters Score -6114356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6114375.000000 Penalty: 5400.363770
	Iteration 36Q: 3 clusters Score -6114375 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6114374.500000 Penalty: 5400.363770
	Iteration 37Q: 3 clusters Score -6114374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6114388.000000 Penalty: 5400.363770
	Iteration 38Q: 3 clusters Score -6114388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6114400.000000 Penalty: 5400.363770
	Iteration 39Q: 3 clusters Score -6114400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6114411.000000 Penalty: 5400.363770
	Iteration 40F: 3 clusters Score -6114411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6114431.500000 Penalty: 5400.363770
	Iteration 41Q: 3 clusters Score -6114432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6114436.000000 Penalty: 5400.363770
	Iteration 42Q: 3 clusters Score -6114436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6114443.000000 Penalty: 5400.363770
	Iteration 43Q: 3 clusters Score -6114443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6114442.500000 Penalty: 5400.363770
	Iteration 44Q: 3 clusters Score -6114442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6114450.000000 Penalty: 5400.363770
	Iteration 45Q: 3 clusters Score -6114450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6114450.000000 Penalty: 5400.363770
	Iteration 46Q: 3 clusters Score -6114450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6114444.500000 Penalty: 5400.363770
	Iteration 47Q: 3 clusters Score -6114444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6114454.000000 Penalty: 5400.363770
	Iteration 48Q: 3 clusters Score -6114454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6114459.000000 Penalty: 5400.363770
	Iteration 49Q: 3 clusters Score -6114459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6114462.500000 Penalty: 5400.363770
	Iteration 50Q: 3 clusters Score -6114462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6114459.000000 Penalty: 5400.363770
	Iteration 51Q: 3 clusters Score -6114459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6114477.000000 Penalty: 5400.363770
	Iteration 52Q: 3 clusters Score -6114477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6114476.500000 Penalty: 5400.363770
	Iteration 53Q: 3 clusters Score -6114476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6114486.000000 Penalty: 5400.363770
	Iteration 54Q: 3 clusters Score -6114486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6114483.500000 Penalty: 5400.363770
	Iteration 55Q: 3 clusters Score -6114484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6114485.000000 Penalty: 5400.363770
	Iteration 56Q: 3 clusters Score -6114485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6114485.000000 Penalty: 5400.363770
	Iteration 57Q: 3 clusters Score -6114485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6114486.000000 Penalty: 5400.363770
	Iteration 58Q: 3 clusters Score -6114486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6114493.000000 Penalty: 5400.363770
	Iteration 59Q: 3 clusters Score -6114493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6114494.500000 Penalty: 5400.363770
	Iteration 60F: 3 clusters Score -6114494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6114494.000000 Penalty: 5400.363770
	Iteration 61Q: 3 clusters Score -6114494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6114501.000000 Penalty: 5400.363770
	Iteration 62Q: 3 clusters Score -6114501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6114501.000000 Penalty: 5400.363770
	Iteration 63Q: 3 clusters Score -6114501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6114497.500000 Penalty: 5400.363770
	Iteration 64Q: 3 clusters Score -6114498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6114504.500000 Penalty: 5400.363770
	Iteration 65Q: 3 clusters Score -6114504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6114505.000000 Penalty: 5400.363770
	Iteration 66Q: 3 clusters Score -6114505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6114509.000000 Penalty: 5400.363770
	Iteration 67Q: 3 clusters Score -6114509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6114513.000000 Penalty: 5400.363770
	Iteration 68Q: 3 clusters Score -6114513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6114513.500000 Penalty: 5400.363770
	Iteration 69Q: 3 clusters Score -6114514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6114503.500000 Penalty: 5400.363770
	Iteration 70Q: 3 clusters Score -6114504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6114507.500000 Penalty: 5400.363770
	Iteration 71Q: 3 clusters Score -6114508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6114510.500000 Penalty: 5400.363770
	Iteration 72Q: 3 clusters Score -6114510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6114502.500000 Penalty: 5400.363770
	Iteration 73Q: 3 clusters Score -6114502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6114500.500000 Penalty: 5400.363770
	Iteration 74Q: 3 clusters Score -6114500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6114500.000000 Penalty: 5400.363770
	Iteration 75Q: 3 clusters Score -6114500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6114500.000000 Penalty: 5400.363770
	Iteration 76F: 3 clusters Score -6114500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -19578.417969 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -19578.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18463.609375 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -18463.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18503.708984 Penalty: 2594.629883
	Iteration 1Q: 3 clusters Score -18503.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18510.199219 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -18510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18514.367188 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -18514.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18514.367188 Penalty: 2594.629883
	Iteration 4F: 3 clusters Score -18514.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -496716.250000 Penalty: 2088.165283
	Iteration 0F: 2 clusters Score -496716.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -492482.531250 Penalty: 4176.330566
	Iteration 0F: 3 clusters Score -492482.5 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -493585.093750 Penalty: 4176.330566
	Iteration 1F: 3 clusters Score -493585.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -493949.593750 Penalty: 4176.330566
	Iteration 2F: 3 clusters Score -493949.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -494225.281250 Penalty: 4176.330566
	Iteration 3F: 3 clusters Score -494225.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -494447.968750 Penalty: 4176.330566
	Iteration 4F: 3 clusters Score -494448 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -494631.187500 Penalty: 4176.330566
	Iteration 5F: 3 clusters Score -494631.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -494786.031250 Penalty: 4176.330566
	Iteration 6Q: 3 clusters Score -494786 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -494910.875000 Penalty: 4176.330566
	Iteration 7Q: 3 clusters Score -494910.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -495004.093750 Penalty: 4176.330566
	Iteration 8Q: 3 clusters Score -495004.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -495082.906250 Penalty: 4176.330566
	Iteration 9Q: 3 clusters Score -495082.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -495146.218750 Penalty: 4176.330566
	Iteration 10Q: 3 clusters Score -495146.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -495201.062500 Penalty: 4176.330566
	Iteration 11Q: 3 clusters Score -495201.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -495243.375000 Penalty: 4176.330566
	Iteration 12Q: 3 clusters Score -495243.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -495279.781250 Penalty: 4176.330566
	Iteration 13Q: 3 clusters Score -495279.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -495304.937500 Penalty: 4176.330566
	Iteration 14Q: 3 clusters Score -495304.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -495324.031250 Penalty: 4176.330566
	Iteration 15Q: 3 clusters Score -495324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -495337.968750 Penalty: 4176.330566
	Iteration 16Q: 3 clusters Score -495338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -495349.312500 Penalty: 4176.330566
	Iteration 17Q: 3 clusters Score -495349.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -495359.656250 Penalty: 4176.330566
	Iteration 18Q: 3 clusters Score -495359.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -495367.562500 Penalty: 4176.330566
	Iteration 19Q: 3 clusters Score -495367.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -495374.687500 Penalty: 4176.330566
	Iteration 20F: 3 clusters Score -495374.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -495380.375000 Penalty: 4176.330566
	Iteration 21Q: 3 clusters Score -495380.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -495387.562500 Penalty: 4176.330566
	Iteration 22Q: 3 clusters Score -495387.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -495394.312500 Penalty: 4176.330566
	Iteration 23Q: 3 clusters Score -495394.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -495398.500000 Penalty: 4176.330566
	Iteration 24Q: 3 clusters Score -495398.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -495399.093750 Penalty: 4176.330566
	Iteration 25Q: 3 clusters Score -495399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -495400.375000 Penalty: 4176.330566
	Iteration 26Q: 3 clusters Score -495400.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -495401.312500 Penalty: 4176.330566
	Iteration 27Q: 3 clusters Score -495401.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -495402.687500 Penalty: 4176.330566
	Iteration 28Q: 3 clusters Score -495402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -495403.968750 Penalty: 4176.330566
	Iteration 29Q: 3 clusters Score -495404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -495404.562500 Penalty: 4176.330566
	Iteration 30Q: 3 clusters Score -495404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -495406.312500 Penalty: 4176.330566
	Iteration 31Q: 3 clusters Score -495406.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -495408.781250 Penalty: 4176.330566
	Iteration 32Q: 3 clusters Score -495408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -495410.437500 Penalty: 4176.330566
	Iteration 33Q: 3 clusters Score -495410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -495411.906250 Penalty: 4176.330566
	Iteration 34Q: 3 clusters Score -495411.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -495412.375000 Penalty: 4176.330566
	Iteration 35Q: 3 clusters Score -495412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -495414.500000 Penalty: 4176.330566
	Iteration 36Q: 3 clusters Score -495414.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -495415.562500 Penalty: 4176.330566
	Iteration 37Q: 3 clusters Score -495415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -495417.437500 Penalty: 4176.330566
	Iteration 38Q: 3 clusters Score -495417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -495418.281250 Penalty: 4176.330566
	Iteration 39Q: 3 clusters Score -495418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -495418.343750 Penalty: 4176.330566
	Iteration 40F: 3 clusters Score -495418.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125826 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314668 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47298 members 
Mstep: Class 19 contains 53521 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753856.000000 Penalty: 62942.238281
Iteration 239Q: 20 clusters Score -7.075386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125823 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314669 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47297 members 
Mstep: Class 19 contains 53524 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753856.000000 Penalty: 62942.238281
Iteration 240F: 20 clusters Score -7.075386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125821 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314674 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47293 members 
Mstep: Class 19 contains 53525 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753848.000000 Penalty: 62942.238281
Iteration 241Q: 20 clusters Score -7.075385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125819 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314675 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47293 members 
Mstep: Class 19 contains 53526 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753856.000000 Penalty: 62942.238281
Iteration 242Q: 20 clusters Score -7.075386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125816 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314675 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47293 members 
Mstep: Class 19 contains 53529 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753848.000000 Penalty: 62942.238281
Iteration 243Q: 20 clusters Score -7.075385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125813 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314676 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47293 members 
Mstep: Class 19 contains 53531 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753848.000000 Penalty: 62942.238281
Iteration 244Q: 20 clusters Score -7.075385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125811 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314675 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47293 members 
Mstep: Class 19 contains 53534 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753832.000000 Penalty: 62942.238281
Iteration 245Q: 20 clusters Score -7.075383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125811 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314674 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47293 members 
Mstep: Class 19 contains 53535 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753856.000000 Penalty: 62942.238281
Iteration 246Q: 20 clusters Score -7.075386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125807 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314677 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47293 members 
Mstep: Class 19 contains 53536 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753824.000000 Penalty: 62942.238281
Iteration 247Q: 20 clusters Score -7.075382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125805 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314679 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47292 members 
Mstep: Class 19 contains 53537 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753856.000000 Penalty: 62942.238281
Iteration 248Q: 20 clusters Score -7.075386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125803 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314684 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47288 members 
Mstep: Class 19 contains 53538 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753856.000000 Penalty: 62942.238281
Iteration 249Q: 20 clusters Score -7.075386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125803 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314686 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41248 members 
Mstep: Class 17 contains 47284 members 
Mstep: Class 19 contains 53539 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753880.000000 Penalty: 62942.238281
Iteration 250Q: 20 clusters Score -7.075388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125805 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314685 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41250 members 
Mstep: Class 17 contains 47281 members 
Mstep: Class 19 contains 53539 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753880.000000 Penalty: 62942.238281
Iteration 251Q: 20 clusters Score -7.075388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125806 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314684 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41250 members 
Mstep: Class 17 contains 47281 members 
Mstep: Class 19 contains 53539 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753888.000000 Penalty: 62942.238281
Iteration 252Q: 20 clusters Score -7.075389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125807 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314683 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41250 members 
Mstep: Class 17 contains 47281 members 
Mstep: Class 19 contains 53539 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753888.000000 Penalty: 62942.238281
Iteration 253Q: 20 clusters Score -7.075389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125807 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 314683 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41250 members 
Mstep: Class 17 contains 47281 members 
Mstep: Class 19 contains 53539 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70753888.000000 Penalty: 62942.238281
Iteration 254F: 20 clusters Score -7.075389e+07 nChanged 0
Entering ConstructFrom: 
Score: -70753888.000000 Penalty: 62942.238281
Entering ConstructFrom: 
Trying to split cluster 1 (16469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Entering Unmasked Estep 
Score: -1906935.625000 Penalty: 2407.890381
	Iteration 0F: 2 clusters Score -1906936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1895038.875000 Penalty: 4815.780762
	Iteration 0F: 3 clusters Score -1895039 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1898920.625000 Penalty: 4815.780762
	Iteration 1F: 3 clusters Score -1898921 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1899252.500000 Penalty: 4815.780762
	Iteration 2F: 3 clusters Score -1899252 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1899523.625000 Penalty: 4815.780762
	Iteration 3Q: 3 clusters Score -1899524 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1899798.000000 Penalty: 4815.780762
	Iteration 4Q: 3 clusters Score -1899798 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1900093.375000 Penalty: 4815.780762
	Iteration 5Q: 3 clusters Score -1900093 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1900441.625000 Penalty: 4815.780762
	Iteration 6Q: 3 clusters Score -1900442 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1900822.500000 Penalty: 4815.780762
	Iteration 7Q: 3 clusters Score -1900822 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1901216.625000 Penalty: 4815.780762
	Iteration 8Q: 3 clusters Score -1901217 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1901613.000000 Penalty: 4815.780762
	Iteration 9Q: 3 clusters Score -1901613 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1902038.625000 Penalty: 4815.780762
	Iteration 10Q: 3 clusters Score -1902039 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1902427.000000 Penalty: 4815.780762
	Iteration 11Q: 3 clusters Score -1902427 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1902738.875000 Penalty: 4815.780762
	Iteration 12Q: 3 clusters Score -1902739 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1902972.375000 Penalty: 4815.780762
	Iteration 13Q: 3 clusters Score -1902972 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1903146.000000 Penalty: 4815.780762
	Iteration 14Q: 3 clusters Score -1903146 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1903245.250000 Penalty: 4815.780762
	Iteration 15Q: 3 clusters Score -1903245 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1903298.000000 Penalty: 4815.780762
	Iteration 16Q: 3 clusters Score -1903298 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1903337.125000 Penalty: 4815.780762
	Iteration 17Q: 3 clusters Score -1903337 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1903359.125000 Penalty: 4815.780762
	Iteration 18Q: 3 clusters Score -1903359 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1903383.125000 Penalty: 4815.780762
	Iteration 19Q: 3 clusters Score -1903383 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1903388.250000 Penalty: 4815.780762
	Iteration 20F: 3 clusters Score -1903388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1903399.625000 Penalty: 4815.780762
	Iteration 21Q: 3 clusters Score -1903400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1903415.375000 Penalty: 4815.780762
	Iteration 22Q: 3 clusters Score -1903415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1903417.000000 Penalty: 4815.780762
	Iteration 23Q: 3 clusters Score -1903417 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1903426.000000 Penalty: 4815.780762
	Iteration 24Q: 3 clusters Score -1903426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1903424.625000 Penalty: 4815.780762
	Iteration 25Q: 3 clusters Score -1903425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1903430.750000 Penalty: 4815.780762
	Iteration 26Q: 3 clusters Score -1903431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1903428.500000 Penalty: 4815.780762
	Iteration 27Q: 3 clusters Score -1903428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1903436.500000 Penalty: 4815.780762
	Iteration 28Q: 3 clusters Score -1903436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1903446.250000 Penalty: 4815.780762
	Iteration 29Q: 3 clusters Score -1903446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1903445.500000 Penalty: 4815.780762
	Iteration 30Q: 3 clusters Score -1903446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1903449.000000 Penalty: 4815.780762
	Iteration 31Q: 3 clusters Score -1903449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1903444.000000 Penalty: 4815.780762
	Iteration 32Q: 3 clusters Score -1903444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1903448.875000 Penalty: 4815.780762
	Iteration 33Q: 3 clusters Score -1903449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1903451.375000 Penalty: 4815.780762
	Iteration 34Q: 3 clusters Score -1903451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1903450.500000 Penalty: 4815.780762
	Iteration 35Q: 3 clusters Score -1903450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1903455.375000 Penalty: 4815.780762
	Iteration 36Q: 3 clusters Score -1903455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1903457.125000 Penalty: 4815.780762
	Iteration 37Q: 3 clusters Score -1903457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1903463.625000 Penalty: 4815.780762
	Iteration 38Q: 3 clusters Score -1903464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1903463.750000 Penalty: 4815.780762
	Iteration 39Q: 3 clusters Score -1903464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1903467.250000 Penalty: 4815.780762
	Iteration 40F: 3 clusters Score -1903467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1903466.375000 Penalty: 4815.780762
	Iteration 41Q: 3 clusters Score -1903466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1903466.000000 Penalty: 4815.780762
	Iteration 42Q: 3 clusters Score -1903466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1903464.500000 Penalty: 4815.780762
	Iteration 43Q: 3 clusters Score -1903464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1903467.750000 Penalty: 4815.780762
	Iteration 44Q: 3 clusters Score -1903468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1903465.375000 Penalty: 4815.780762
	Iteration 45Q: 3 clusters Score -1903465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1903466.250000 Penalty: 4815.780762
	Iteration 46Q: 3 clusters Score -1903466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1903470.250000 Penalty: 4815.780762
	Iteration 47Q: 3 clusters Score -1903470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1903464.875000 Penalty: 4815.780762
	Iteration 48Q: 3 clusters Score -1903465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1903464.125000 Penalty: 4815.780762
	Iteration 49Q: 3 clusters Score -1903464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1903463.000000 Penalty: 4815.780762
	Iteration 50Q: 3 clusters Score -1903463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1903465.500000 Penalty: 4815.780762
	Iteration 51Q: 3 clusters Score -1903466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1903466.625000 Penalty: 4815.780762
	Iteration 52Q: 3 clusters Score -1903467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1903466.625000 Penalty: 4815.780762
	Iteration 53Q: 3 clusters Score -1903467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1903467.500000 Penalty: 4815.780762
	Iteration 54Q: 3 clusters Score -1903468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1903466.875000 Penalty: 4815.780762
	Iteration 55Q: 3 clusters Score -1903467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1903466.125000 Penalty: 4815.780762
	Iteration 56Q: 3 clusters Score -1903466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1903468.625000 Penalty: 4815.780762
	Iteration 57Q: 3 clusters Score -1903469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1903467.875000 Penalty: 4815.780762
	Iteration 58Q: 3 clusters Score -1903468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1903469.750000 Penalty: 4815.780762
	Iteration 59Q: 3 clusters Score -1903470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1903470.375000 Penalty: 4815.780762
	Iteration 60F: 3 clusters Score -1903470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1903472.000000 Penalty: 4815.780762
	Iteration 61Q: 3 clusters Score -1903472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1903467.500000 Penalty: 4815.780762
	Iteration 62Q: 3 clusters Score -1903468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1903470.750000 Penalty: 4815.780762
	Iteration 63Q: 3 clusters Score -1903471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1903470.000000 Penalty: 4815.780762
	Iteration 64Q: 3 clusters Score -1903470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1903470.375000 Penalty: 4815.780762
	Iteration 65Q: 3 clusters Score -1903470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1903470.375000 Penalty: 4815.780762
	Iteration 66F: 3 clusters Score -1903470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Entering Unmasked Estep 
Score: -617997.937500 Penalty: 2140.147705
	Iteration 0F: 2 clusters Score -617997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -613128.437500 Penalty: 4280.295410
	Iteration 0F: 3 clusters Score -613128.4 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -614327.750000 Penalty: 4280.295410
	Iteration 1F: 3 clusters Score -614327.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -614556.125000 Penalty: 4280.295410
	Iteration 2F: 3 clusters Score -614556.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -614668.375000 Penalty: 4280.295410
	Iteration 3Q: 3 clusters Score -614668.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -614727.125000 Penalty: 4280.295410
	Iteration 4Q: 3 clusters Score -614727.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -614767.750000 Penalty: 4280.295410
	Iteration 5Q: 3 clusters Score -614767.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -614805.125000 Penalty: 4280.295410
	Iteration 6Q: 3 clusters Score -614805.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -614844.625000 Penalty: 4280.295410
	Iteration 7Q: 3 clusters Score -614844.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -614874.062500 Penalty: 4280.295410
	Iteration 8Q: 3 clusters Score -614874.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -614902.187500 Penalty: 4280.295410
	Iteration 9Q: 3 clusters Score -614902.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -614925.375000 Penalty: 4280.295410
	Iteration 10Q: 3 clusters Score -614925.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -614938.500000 Penalty: 4280.295410
	Iteration 11Q: 3 clusters Score -614938.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -614951.500000 Penalty: 4280.295410
	Iteration 12Q: 3 clusters Score -614951.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -614962.187500 Penalty: 4280.295410
	Iteration 13Q: 3 clusters Score -614962.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -614971.187500 Penalty: 4280.295410
	Iteration 14Q: 3 clusters Score -614971.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -614976.000000 Penalty: 4280.295410
	Iteration 15Q: 3 clusters Score -614976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -614981.062500 Penalty: 4280.295410
	Iteration 16Q: 3 clusters Score -614981.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -614987.000000 Penalty: 4280.295410
	Iteration 17Q: 3 clusters Score -614987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -614991.875000 Penalty: 4280.295410
	Iteration 18Q: 3 clusters Score -614991.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -614997.812500 Penalty: 4280.295410
	Iteration 19Q: 3 clusters Score -614997.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -615001.625000 Penalty: 4280.295410
	Iteration 20F: 3 clusters Score -615001.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -615010.312500 Penalty: 4280.295410
	Iteration 21Q: 3 clusters Score -615010.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -615017.812500 Penalty: 4280.295410
	Iteration 22Q: 3 clusters Score -615017.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -615024.562500 Penalty: 4280.295410
	Iteration 23Q: 3 clusters Score -615024.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -615038.750000 Penalty: 4280.295410
	Iteration 24Q: 3 clusters Score -615038.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -615052.875000 Penalty: 4280.295410
	Iteration 25Q: 3 clusters Score -615052.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -615066.687500 Penalty: 4280.295410
	Iteration 26Q: 3 clusters Score -615066.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -615078.062500 Penalty: 4280.295410
	Iteration 27Q: 3 clusters Score -615078.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -615088.125000 Penalty: 4280.295410
	Iteration 28Q: 3 clusters Score -615088.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -615098.000000 Penalty: 4280.295410
	Iteration 29Q: 3 clusters Score -615098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -615105.750000 Penalty: 4280.295410
	Iteration 30Q: 3 clusters Score -615105.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -615114.250000 Penalty: 4280.295410
	Iteration 31Q: 3 clusters Score -615114.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -615122.750000 Penalty: 4280.295410
	Iteration 32Q: 3 clusters Score -615122.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -615133.750000 Penalty: 4280.295410
	Iteration 33Q: 3 clusters Score -615133.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -615147.500000 Penalty: 4280.295410
	Iteration 34Q: 3 clusters Score -615147.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -615156.562500 Penalty: 4280.295410
	Iteration 35Q: 3 clusters Score -615156.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -615163.625000 Penalty: 4280.295410
	Iteration 36Q: 3 clusters Score -615163.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -615169.625000 Penalty: 4280.295410
	Iteration 37Q: 3 clusters Score -615169.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -615172.875000 Penalty: 4280.295410
	Iteration 38Q: 3 clusters Score -615172.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -615178.562500 Penalty: 4280.295410
	Iteration 39Q: 3 clusters Score -615178.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -615180.625000 Penalty: 4280.295410
	Iteration 40F: 3 clusters Score -615180.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -615182.625000 Penalty: 4280.295410
	Iteration 41Q: 3 clusters Score -615182.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -615184.562500 Penalty: 4280.295410
	Iteration 42Q: 3 clusters Score -615184.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -615187.875000 Penalty: 4280.295410
	Iteration 43Q: 3 clusters Score -615187.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -615188.750000 Penalty: 4280.295410
	Iteration 44Q: 3 clusters Score -615188.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -615192.187500 Penalty: 4280.295410
	Iteration 45Q: 3 clusters Score -615192.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -615196.187500 Penalty: 4280.295410
	Iteration 46Q: 3 clusters Score -615196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -615196.875000 Penalty: 4280.295410
	Iteration 47Q: 3 clusters Score -615196.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -615200.937500 Penalty: 4280.295410
	Iteration 48Q: 3 clusters Score -615200.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -615202.750000 Penalty: 4280.295410
	Iteration 49Q: 3 clusters Score -615202.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -615208.312500 Penalty: 4280.295410
	Iteration 50Q: 3 clusters Score -615208.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -615212.875000 Penalty: 4280.295410
	Iteration 51Q: 3 clusters Score -615212.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -615216.000000 Penalty: 4280.295410
	Iteration 52Q: 3 clusters Score -615216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -615221.062500 Penalty: 4280.295410
	Iteration 53Q: 3 clusters Score -615221.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -615224.250000 Penalty: 4280.295410
	Iteration 54Q: 3 clusters Score -615224.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -615227.375000 Penalty: 4280.295410
	Iteration 55Q: 3 clusters Score -615227.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -615234.000000 Penalty: 4280.295410
	Iteration 56Q: 3 clusters Score -615234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -615240.562500 Penalty: 4280.295410
	Iteration 57Q: 3 clusters Score -615240.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -615248.125000 Penalty: 4280.295410
	Iteration 58Q: 3 clusters Score -615248.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -615254.500000 Penalty: 4280.295410
	Iteration 59Q: 3 clusters Score -615254.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -615264.312500 Penalty: 4280.295410
	Iteration 60F: 3 clusters Score -615264.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -615274.750000 Penalty: 4280.295410
	Iteration 61Q: 3 clusters Score -615274.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -615284.000000 Penalty: 4280.295410
	Iteration 62Q: 3 clusters Score -615284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -615297.000000 Penalty: 4280.295410
	Iteration 63Q: 3 clusters Score -615297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -615312.687500 Penalty: 4280.295410
	Iteration 64Q: 3 clusters Score -615312.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -615325.562500 Penalty: 4280.295410
	Iteration 65Q: 3 clusters Score -615325.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -615339.250000 Penalty: 4280.295410
	Iteration 66Q: 3 clusters Score -615339.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -615349.000000 Penalty: 4280.295410
	Iteration 67Q: 3 clusters Score -615349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -615360.562500 Penalty: 4280.295410
	Iteration 68Q: 3 clusters Score -615360.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -615369.812500 Penalty: 4280.295410
	Iteration 69Q: 3 clusters Score -615369.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -615383.625000 Penalty: 4280.295410
	Iteration 70Q: 3 clusters Score -615383.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -615398.937500 Penalty: 4280.295410
	Iteration 71Q: 3 clusters Score -615398.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -615414.125000 Penalty: 4280.295410
	Iteration 72Q: 3 clusters Score -615414.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -615435.125000 Penalty: 4280.295410
	Iteration 73Q: 3 clusters Score -615435.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -615456.875000 Penalty: 4280.295410
	Iteration 74Q: 3 clusters Score -615456.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -615481.875000 Penalty: 4280.295410
	Iteration 75Q: 3 clusters Score -615481.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -615507.750000 Penalty: 4280.295410
	Iteration 76Q: 3 clusters Score -615507.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -615533.750000 Penalty: 4280.295410
	Iteration 77Q: 3 clusters Score -615533.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -615555.375000 Penalty: 4280.295410
	Iteration 78Q: 3 clusters Score -615555.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -615581.500000 Penalty: 4280.295410
	Iteration 79Q: 3 clusters Score -615581.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -615604.750000 Penalty: 4280.295410
	Iteration 80F: 3 clusters Score -615604.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -615628.312500 Penalty: 4280.295410
	Iteration 81Q: 3 clusters Score -615628.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -615654.625000 Penalty: 4280.295410
	Iteration 82Q: 3 clusters Score -615654.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -615681.437500 Penalty: 4280.295410
	Iteration 83Q: 3 clusters Score -615681.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -615707.000000 Penalty: 4280.295410
	Iteration 84Q: 3 clusters Score -615707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -615740.437500 Penalty: 4280.295410
	Iteration 85Q: 3 clusters Score -615740.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -615776.750000 Penalty: 4280.295410
	Iteration 86Q: 3 clusters Score -615776.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -615807.937500 Penalty: 4280.295410
	Iteration 87Q: 3 clusters Score -615807.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -615842.312500 Penalty: 4280.295410
	Iteration 88Q: 3 clusters Score -615842.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -615867.062500 Penalty: 4280.295410
	Iteration 89Q: 3 clusters Score -615867.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -615891.250000 Penalty: 4280.295410
	Iteration 90Q: 3 clusters Score -615891.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -615913.062500 Penalty: 4280.295410
	Iteration 91Q: 3 clusters Score -615913.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -615937.625000 Penalty: 4280.295410
	Iteration 92Q: 3 clusters Score -615937.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -615965.750000 Penalty: 4280.295410
	Iteration 93Q: 3 clusters Score -615965.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -615995.500000 Penalty: 4280.295410
	Iteration 94Q: 3 clusters Score -615995.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -616020.812500 Penalty: 4280.295410
	Iteration 95Q: 3 clusters Score -616020.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -616037.562500 Penalty: 4280.295410
	Iteration 96Q: 3 clusters Score -616037.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -616052.062500 Penalty: 4280.295410
	Iteration 97Q: 3 clusters Score -616052.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -616063.250000 Penalty: 4280.295410
	Iteration 98Q: 3 clusters Score -616063.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -616071.750000 Penalty: 4280.295410
	Iteration 99Q: 3 clusters Score -616071.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -616078.875000 Penalty: 4280.295410
	Iteration 100F: 3 clusters Score -616078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -616085.375000 Penalty: 4280.295410
	Iteration 101Q: 3 clusters Score -616085.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -616090.562500 Penalty: 4280.295410
	Iteration 102Q: 3 clusters Score -616090.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -616095.812500 Penalty: 4280.295410
	Iteration 103Q: 3 clusters Score -616095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -616098.000000 Penalty: 4280.295410
	Iteration 104Q: 3 clusters Score -616098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -616098.875000 Penalty: 4280.295410
	Iteration 105Q: 3 clusters Score -616098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -616099.375000 Penalty: 4280.295410
	Iteration 106Q: 3 clusters Score -616099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -616099.687500 Penalty: 4280.295410
	Iteration 107Q: 3 clusters Score -616099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -616101.125000 Penalty: 4280.295410
	Iteration 108Q: 3 clusters Score -616101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -616101.875000 Penalty: 4280.295410
	Iteration 109Q: 3 clusters Score -616101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -616104.437500 Penalty: 4280.295410
	Iteration 110Q: 3 clusters Score -616104.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -616110.937500 Penalty: 4280.295410
	Iteration 111Q: 3 clusters Score -616110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -616115.062500 Penalty: 4280.295410
	Iteration 112Q: 3 clusters Score -616115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -616116.937500 Penalty: 4280.295410
	Iteration 113Q: 3 clusters Score -616116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -616118.937500 Penalty: 4280.295410
	Iteration 114Q: 3 clusters Score -616118.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -616119.625000 Penalty: 4280.295410
	Iteration 115Q: 3 clusters Score -616119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -616119.625000 Penalty: 4280.295410
	Iteration 116F: 3 clusters Score -616119.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -174557.984375 Penalty: 1831.537354
	Iteration 0F: 2 clusters Score -174558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -172204.078125 Penalty: 3663.074707
	Iteration 0F: 3 clusters Score -172204.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -172626.140625 Penalty: 3663.074707
	Iteration 1F: 3 clusters Score -172626.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -172773.156250 Penalty: 3663.074707
	Iteration 2F: 3 clusters Score -172773.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -172864.000000 Penalty: 3663.074707
	Iteration 3Q: 3 clusters Score -172864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -172946.437500 Penalty: 3663.074707
	Iteration 4Q: 3 clusters Score -172946.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -173029.968750 Penalty: 3663.074707
	Iteration 5Q: 3 clusters Score -173030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -173111.781250 Penalty: 3663.074707
	Iteration 6Q: 3 clusters Score -173111.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -173202.546875 Penalty: 3663.074707
	Iteration 7Q: 3 clusters Score -173202.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -173308.968750 Penalty: 3663.074707
	Iteration 8Q: 3 clusters Score -173309 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -173467.875000 Penalty: 3663.074707
	Iteration 9Q: 3 clusters Score -173467.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -173619.625000 Penalty: 3663.074707
	Iteration 10Q: 3 clusters Score -173619.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -173770.406250 Penalty: 3663.074707
	Iteration 11Q: 3 clusters Score -173770.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -173837.156250 Penalty: 3663.074707
	Iteration 12Q: 3 clusters Score -173837.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -173858.687500 Penalty: 3663.074707
	Iteration 13Q: 3 clusters Score -173858.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -173873.015625 Penalty: 3663.074707
	Iteration 14Q: 3 clusters Score -173873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -173889.031250 Penalty: 3663.074707
	Iteration 15Q: 3 clusters Score -173889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -173893.703125 Penalty: 3663.074707
	Iteration 16Q: 3 clusters Score -173893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -173899.937500 Penalty: 3663.074707
	Iteration 17Q: 3 clusters Score -173899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -173906.296875 Penalty: 3663.074707
	Iteration 18Q: 3 clusters Score -173906.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -173911.546875 Penalty: 3663.074707
	Iteration 19Q: 3 clusters Score -173911.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -173912.375000 Penalty: 3663.074707
	Iteration 20F: 3 clusters Score -173912.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -173913.796875 Penalty: 3663.074707
	Iteration 21Q: 3 clusters Score -173913.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -173913.796875 Penalty: 3663.074707
	Iteration 22F: 3 clusters Score -173913.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Entering Unmasked Estep 
Score: -955543.812500 Penalty: 2237.805176
	Iteration 0F: 2 clusters Score -955543.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -948974.750000 Penalty: 4475.610352
	Iteration 0F: 3 clusters Score -948974.8 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -951474.937500 Penalty: 4475.610352
	Iteration 1F: 3 clusters Score -951474.9 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -952347.250000 Penalty: 4475.610352
	Iteration 2F: 3 clusters Score -952347.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -953014.000000 Penalty: 4475.610352
	Iteration 3F: 3 clusters Score -953014 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -953619.812500 Penalty: 4475.610352
	Iteration 4F: 3 clusters Score -953619.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -954134.500000 Penalty: 4475.610352
	Iteration 5F: 3 clusters Score -954134.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -954504.375000 Penalty: 4475.610352
	Iteration 6Q: 3 clusters Score -954504.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -954741.500000 Penalty: 4475.610352
	Iteration 7Q: 3 clusters Score -954741.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -954891.687500 Penalty: 4475.610352
	Iteration 8Q: 3 clusters Score -954891.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -954983.625000 Penalty: 4475.610352
	Iteration 9Q: 3 clusters Score -954983.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -955048.937500 Penalty: 4475.610352
	Iteration 10Q: 3 clusters Score -955048.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -955080.250000 Penalty: 4475.610352
	Iteration 11Q: 3 clusters Score -955080.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -955098.500000 Penalty: 4475.610352
	Iteration 12Q: 3 clusters Score -955098.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -955113.750000 Penalty: 4475.610352
	Iteration 13Q: 3 clusters Score -955113.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -955124.812500 Penalty: 4475.610352
	Iteration 14Q: 3 clusters Score -955124.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -955136.500000 Penalty: 4475.610352
	Iteration 15Q: 3 clusters Score -955136.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -955142.625000 Penalty: 4475.610352
	Iteration 16Q: 3 clusters Score -955142.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -955149.687500 Penalty: 4475.610352
	Iteration 17Q: 3 clusters Score -955149.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -955156.625000 Penalty: 4475.610352
	Iteration 18Q: 3 clusters Score -955156.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -955156.875000 Penalty: 4475.610352
	Iteration 19Q: 3 clusters Score -955156.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -955156.875000 Penalty: 4475.610352
	Iteration 20F: 3 clusters Score -955156.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -83183.898438 Penalty: 1674.562988
	Iteration 0F: 2 clusters Score -83183.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81349.648438 Penalty: 3349.125977
	Iteration 0F: 3 clusters Score -81349.65 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -81672.140625 Penalty: 3349.125977
	Iteration 1F: 3 clusters Score -81672.14 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -81894.507812 Penalty: 3349.125977
	Iteration 2F: 3 clusters Score -81894.51 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82130.609375 Penalty: 3349.125977
	Iteration 3F: 3 clusters Score -82130.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82239.398438 Penalty: 3349.125977
	Iteration 4Q: 3 clusters Score -82239.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -82308.460938 Penalty: 3349.125977
	Iteration 5Q: 3 clusters Score -82308.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -82342.414062 Penalty: 3349.125977
	Iteration 6Q: 3 clusters Score -82342.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -82362.804688 Penalty: 3349.125977
	Iteration 7Q: 3 clusters Score -82362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -82363.750000 Penalty: 3349.125977
	Iteration 8Q: 3 clusters Score -82363.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -82370.945312 Penalty: 3349.125977
	Iteration 9Q: 3 clusters Score -82370.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -82379.382812 Penalty: 3349.125977
	Iteration 10Q: 3 clusters Score -82379.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -82392.531250 Penalty: 3349.125977
	Iteration 11Q: 3 clusters Score -82392.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -82400.375000 Penalty: 3349.125977
	Iteration 12Q: 3 clusters Score -82400.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -82405.242188 Penalty: 3349.125977
	Iteration 13Q: 3 clusters Score -82405.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -82408.468750 Penalty: 3349.125977
	Iteration 14Q: 3 clusters Score -82408.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -82409.195312 Penalty: 3349.125977
	Iteration 15Q: 3 clusters Score -82409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -82409.195312 Penalty: 3349.125977
	Iteration 16F: 3 clusters Score -82409.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -106860.210938 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -106860.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -104994.250000 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -104994.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -105579.609375 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -105579.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -105882.054688 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -105882.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -106003.054688 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -106003.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -106076.921875 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -106076.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -106116.601562 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -106116.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -106141.156250 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -106141.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -106163.804688 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -106163.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -106179.179688 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -106179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -106187.546875 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -106187.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -106197.937500 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -106197.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -106207.531250 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -106207.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -106210.960938 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -106211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -106217.617188 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -106217.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -106228.492188 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -106228.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -106248.093750 Penalty: 3482.014648
	Iteration 15Q: 3 clusters Score -106248.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -106256.492188 Penalty: 3482.014648
	Iteration 16Q: 3 clusters Score -106256.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -106275.820312 Penalty: 3482.014648
	Iteration 17Q: 3 clusters Score -106275.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -106295.890625 Penalty: 3482.014648
	Iteration 18Q: 3 clusters Score -106295.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -106313.312500 Penalty: 3482.014648
	Iteration 19Q: 3 clusters Score -106313.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -106359.015625 Penalty: 3482.014648
	Iteration 20F: 3 clusters Score -106359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -106398.070312 Penalty: 3482.014648
	Iteration 21Q: 3 clusters Score -106398.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -106413.835938 Penalty: 3482.014648
	Iteration 22Q: 3 clusters Score -106413.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -106426.148438 Penalty: 3482.014648
	Iteration 23Q: 3 clusters Score -106426.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -106439.695312 Penalty: 3482.014648
	Iteration 24Q: 3 clusters Score -106439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -106446.429688 Penalty: 3482.014648
	Iteration 25Q: 3 clusters Score -106446.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -106458.460938 Penalty: 3482.014648
	Iteration 26Q: 3 clusters Score -106458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -106468.296875 Penalty: 3482.014648
	Iteration 27Q: 3 clusters Score -106468.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -106484.070312 Penalty: 3482.014648
	Iteration 28Q: 3 clusters Score -106484.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -106494.226562 Penalty: 3482.014648
	Iteration 29Q: 3 clusters Score -106494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -106505.187500 Penalty: 3482.014648
	Iteration 30Q: 3 clusters Score -106505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -106515.664062 Penalty: 3482.014648
	Iteration 31Q: 3 clusters Score -106515.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -106529.156250 Penalty: 3482.014648
	Iteration 32Q: 3 clusters Score -106529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -106541.429688 Penalty: 3482.014648
	Iteration 33Q: 3 clusters Score -106541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -106541.429688 Penalty: 3482.014648
	Iteration 34F: 3 clusters Score -106541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (125807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125807 members 
Entering Unmasked Estep 
Score: -14293006.000000 Penalty: 2912.141113
	Iteration 0F: 2 clusters Score -1.429301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -14209629.000000 Penalty: 5824.282227
	Iteration 0F: 3 clusters Score -1.420963e+07 nChanged 59913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -14244067.000000 Penalty: 5824.282227
	Iteration 1F: 3 clusters Score -1.424407e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -14244852.000000 Penalty: 5824.282227
	Iteration 2Q: 3 clusters Score -1.424485e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 66449 members 
Entering Unmasked Estep 
Score: -14245769.000000 Penalty: 5824.282227
	Iteration 3Q: 3 clusters Score -1.424577e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -14247202.000000 Penalty: 5824.282227
	Iteration 4Q: 3 clusters Score -1.42472e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -14249274.000000 Penalty: 5824.282227
	Iteration 5Q: 3 clusters Score -1.424927e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -14252331.000000 Penalty: 5824.282227
	Iteration 6Q: 3 clusters Score -1.425233e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -14257212.000000 Penalty: 5824.282227
	Iteration 7F: 3 clusters Score -1.425721e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -14263936.000000 Penalty: 5824.282227
	Iteration 8F: 3 clusters Score -1.426394e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -14270927.000000 Penalty: 5824.282227
	Iteration 9F: 3 clusters Score -1.427093e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 100703 members 
Entering Unmasked Estep 
Score: -14276840.000000 Penalty: 5824.282227
	Iteration 10F: 3 clusters Score -1.427684e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 104896 members 
Entering Unmasked Estep 
Score: -14280632.000000 Penalty: 5824.282227
	Iteration 11Q: 3 clusters Score -1.428063e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 107945 members 
Entering Unmasked Estep 
Score: -14282918.000000 Penalty: 5824.282227
	Iteration 12Q: 3 clusters Score -1.428292e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 110294 members 
Entering Unmasked Estep 
Score: -14284300.000000 Penalty: 5824.282227
	Iteration 13Q: 3 clusters Score -1.42843e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 112327 members 
Entering Unmasked Estep 
Score: -14285357.000000 Penalty: 5824.282227
	Iteration 14Q: 3 clusters Score -1.428536e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 114074 members 
Entering Unmasked Estep 
Score: -14286176.000000 Penalty: 5824.282227
	Iteration 15Q: 3 clusters Score -1.428618e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 115613 members 
Entering Unmasked Estep 
Score: -14286880.000000 Penalty: 5824.282227
	Iteration 16Q: 3 clusters Score -1.428688e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 117035 members 
Entering Unmasked Estep 
Score: -14287602.000000 Penalty: 5824.282227
	Iteration 17Q: 3 clusters Score -1.42876e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 118316 members 
Entering Unmasked Estep 
Score: -14288247.000000 Penalty: 5824.282227
	Iteration 18Q: 3 clusters Score -1.428825e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 119367 members 
Entering Unmasked Estep 
Score: -14288813.000000 Penalty: 5824.282227
	Iteration 19Q: 3 clusters Score -1.428881e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 120280 members 
Entering Unmasked Estep 
Score: -14289300.000000 Penalty: 5824.282227
	Iteration 20F: 3 clusters Score -1.42893e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 121010 members 
Entering Unmasked Estep 
Score: -14289626.000000 Penalty: 5824.282227
	Iteration 21Q: 3 clusters Score -1.428963e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 121586 members 
Entering Unmasked Estep 
Score: -14289853.000000 Penalty: 5824.282227
	Iteration 22Q: 3 clusters Score -1.428985e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 122019 members 
Entering Unmasked Estep 
Score: -14290070.000000 Penalty: 5824.282227
	Iteration 23Q: 3 clusters Score -1.429007e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 122375 members 
Entering Unmasked Estep 
Score: -14290194.000000 Penalty: 5824.282227
	Iteration 24Q: 3 clusters Score -1.429019e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 122662 members 
Entering Unmasked Estep 
Score: -14290353.000000 Penalty: 5824.282227
	Iteration 25Q: 3 clusters Score -1.429035e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 122908 members 
Entering Unmasked Estep 
Score: -14290432.000000 Penalty: 5824.282227
	Iteration 26Q: 3 clusters Score -1.429043e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 123112 members 
Entering Unmasked Estep 
Score: -14290525.000000 Penalty: 5824.282227
	Iteration 27Q: 3 clusters Score -1.429052e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 123270 members 
Entering Unmasked Estep 
Score: -14290578.000000 Penalty: 5824.282227
	Iteration 28Q: 3 clusters Score -1.429058e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 123413 members 
Entering Unmasked Estep 
Score: -14290646.000000 Penalty: 5824.282227
	Iteration 29Q: 3 clusters Score -1.429065e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 123537 members 
Entering Unmasked Estep 
Score: -14290687.000000 Penalty: 5824.282227
	Iteration 30Q: 3 clusters Score -1.429069e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 123658 members 
Entering Unmasked Estep 
Score: -14290773.000000 Penalty: 5824.282227
	Iteration 31Q: 3 clusters Score -1.429077e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -14290812.000000 Penalty: 5824.282227
	Iteration 32Q: 3 clusters Score -1.429081e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 123805 members 
Entering Unmasked Estep 
Score: -14290884.000000 Penalty: 5824.282227
	Iteration 33Q: 3 clusters Score -1.429088e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 123865 members 
Entering Unmasked Estep 
Score: -14290887.000000 Penalty: 5824.282227
	Iteration 34Q: 3 clusters Score -1.429089e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 123928 members 
Entering Unmasked Estep 
Score: -14290914.000000 Penalty: 5824.282227
	Iteration 35Q: 3 clusters Score -1.429091e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 123989 members 
Entering Unmasked Estep 
Score: -14290931.000000 Penalty: 5824.282227
	Iteration 36Q: 3 clusters Score -1.429093e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 124034 members 
Entering Unmasked Estep 
Score: -14290955.000000 Penalty: 5824.282227
	Iteration 37Q: 3 clusters Score -1.429096e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 124061 members 
Entering Unmasked Estep 
Score: -14290957.000000 Penalty: 5824.282227
	Iteration 38Q: 3 clusters Score -1.429096e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 124088 members 
Entering Unmasked Estep 
Score: -14290972.000000 Penalty: 5824.282227
	Iteration 39Q: 3 clusters Score -1.429097e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 124112 members 
Entering Unmasked Estep 
Score: -14290985.000000 Penalty: 5824.282227
	Iteration 40F: 3 clusters Score -1.429098e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 124131 members 
Entering Unmasked Estep 
Score: -14290996.000000 Penalty: 5824.282227
	Iteration 41Q: 3 clusters Score -1.4291e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 124143 members 
Entering Unmasked Estep 
Score: -14291013.000000 Penalty: 5824.282227
	Iteration 42Q: 3 clusters Score -1.429101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 124153 members 
Entering Unmasked Estep 
Score: -14291027.000000 Penalty: 5824.282227
	Iteration 43Q: 3 clusters Score -1.429103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 124156 members 
Entering Unmasked Estep 
Score: -14291025.000000 Penalty: 5824.282227
	Iteration 44Q: 3 clusters Score -1.429102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 124161 members 
Entering Unmasked Estep 
Score: -14291025.000000 Penalty: 5824.282227
	Iteration 45Q: 3 clusters Score -1.429102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 124164 members 
Entering Unmasked Estep 
Score: -14291036.000000 Penalty: 5824.282227
	Iteration 46Q: 3 clusters Score -1.429104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 124166 members 
Entering Unmasked Estep 
Score: -14291036.000000 Penalty: 5824.282227
	Iteration 47Q: 3 clusters Score -1.429104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 124173 members 
Entering Unmasked Estep 
Score: -14291040.000000 Penalty: 5824.282227
	Iteration 48Q: 3 clusters Score -1.429104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 124178 members 
Entering Unmasked Estep 
Score: -14291048.000000 Penalty: 5824.282227
	Iteration 49Q: 3 clusters Score -1.429105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 124181 members 
Entering Unmasked Estep 
Score: -14291051.000000 Penalty: 5824.282227
	Iteration 50Q: 3 clusters Score -1.429105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 124182 members 
Entering Unmasked Estep 
Score: -14291044.000000 Penalty: 5824.282227
	Iteration 51Q: 3 clusters Score -1.429104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 124183 members 
Entering Unmasked Estep 
Score: -14291039.000000 Penalty: 5824.282227
	Iteration 52Q: 3 clusters Score -1.429104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 124183 members 
Entering Unmasked Estep 
Score: -14291036.000000 Penalty: 5824.282227
	Iteration 53Q: 3 clusters Score -1.429104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 124184 members 
Entering Unmasked Estep 
Score: -14291040.000000 Penalty: 5824.282227
	Iteration 54Q: 3 clusters Score -1.429104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 124184 members 
Entering Unmasked Estep 
Score: -14291040.000000 Penalty: 5824.282227
	Iteration 55F: 3 clusters Score -1.429104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -136137.406250 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -136137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -134040.250000 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -134040.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -134373.968750 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -134374 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134500.421875 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -134500.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -134579.078125 Penalty: 3535.734131
	Iteration 3Q: 3 clusters Score -134579.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -134652.640625 Penalty: 3535.734131
	Iteration 4Q: 3 clusters Score -134652.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -134695.453125 Penalty: 3535.734131
	Iteration 5Q: 3 clusters Score -134695.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134733.437500 Penalty: 3535.734131
	Iteration 6Q: 3 clusters Score -134733.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -134782.062500 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -134782.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -134861.828125 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -134861.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -134924.000000 Penalty: 3535.734131
	Iteration 9Q: 3 clusters Score -134924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -135042.109375 Penalty: 3535.734131
	Iteration 10Q: 3 clusters Score -135042.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -135207.296875 Penalty: 3535.734131
	Iteration 11Q: 3 clusters Score -135207.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -135369.906250 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -135369.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -135446.500000 Penalty: 3535.734131
	Iteration 13Q: 3 clusters Score -135446.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -135504.453125 Penalty: 3535.734131
	Iteration 14Q: 3 clusters Score -135504.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135582.609375 Penalty: 3535.734131
	Iteration 15Q: 3 clusters Score -135582.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -135718.734375 Penalty: 3535.734131
	Iteration 16Q: 3 clusters Score -135718.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -135871.812500 Penalty: 3535.734131
	Iteration 17Q: 3 clusters Score -135871.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -135937.937500 Penalty: 3535.734131
	Iteration 18Q: 3 clusters Score -135937.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -135969.500000 Penalty: 3535.734131
	Iteration 19Q: 3 clusters Score -135969.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -135991.812500 Penalty: 3535.734131
	Iteration 20F: 3 clusters Score -135991.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -136025.078125 Penalty: 3535.734131
	Iteration 21Q: 3 clusters Score -136025.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -136045.734375 Penalty: 3535.734131
	Iteration 22Q: 3 clusters Score -136045.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -136072.390625 Penalty: 3535.734131
	Iteration 23Q: 3 clusters Score -136072.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -136098.375000 Penalty: 3535.734131
	Iteration 24Q: 3 clusters Score -136098.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -136136.718750 Penalty: 3535.734131
	Iteration 25Q: 3 clusters Score -136136.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -136230.656250 Penalty: 3535.734131
	Iteration 26Q: 3 clusters Score -136230.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -136399.671875 Penalty: 3535.734131
	Iteration 27Q: 3 clusters Score -136399.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -136535.125000 Penalty: 3535.734131
	Iteration 28Q: 3 clusters Score -136535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -136535.125000 Penalty: 3535.734131
	Iteration 29F: 3 clusters Score -136535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 125807 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 314683 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 41250 members 
Mstep: Class 17 contains 47281 members 
Mstep: Class 19 contains 53539 members 
Mstep: Class 22 contains 187 members 
Mstep: Class 23 contains 4537 members 
Entering Unmasked Estep 
Score: -70752928.000000 Penalty: 66254.992188
Splitting cluster 9 changes total score from -70753888.000000 to -70752928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (314683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314683 members 
Entering Unmasked Estep 
Score: -35707260.000000 Penalty: 3139.511475
	Iteration 0F: 2 clusters Score -3.570726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157075 members 
Mstep: Class 2 contains 157608 members 
Entering Unmasked Estep 
Score: -35517856.000000 Penalty: 6279.022949
	Iteration 0F: 3 clusters Score -3.551786e+07 nChanged 152450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150167 members 
Mstep: Class 2 contains 164516 members 
Entering Unmasked Estep 
Score: -35608056.000000 Penalty: 6279.022949
	Iteration 1F: 3 clusters Score -3.560806e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145019 members 
Mstep: Class 2 contains 169664 members 
Entering Unmasked Estep 
Score: -35609688.000000 Penalty: 6279.022949
	Iteration 2Q: 3 clusters Score -3.560969e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136920 members 
Mstep: Class 2 contains 177763 members 
Entering Unmasked Estep 
Score: -35612736.000000 Penalty: 6279.022949
	Iteration 3Q: 3 clusters Score -3.561274e+07 nChanged 13125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124375 members 
Mstep: Class 2 contains 190308 members 
Entering Unmasked Estep 
Score: -35617440.000000 Penalty: 6279.022949
	Iteration 4Q: 3 clusters Score -3.561744e+07 nChanged 18927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105578 members 
Mstep: Class 2 contains 209105 members 
Entering Unmasked Estep 
Score: -35626820.000000 Penalty: 6279.022949
	Iteration 5F: 3 clusters Score -3.562682e+07 nChanged 25981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79631 members 
Mstep: Class 2 contains 235052 members 
Entering Unmasked Estep 
Score: -35643628.000000 Penalty: 6279.022949
	Iteration 6F: 3 clusters Score -3.564363e+07 nChanged 30264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 265304 members 
Entering Unmasked Estep 
Score: -35665936.000000 Penalty: 6279.022949
	Iteration 7F: 3 clusters Score -3.566594e+07 nChanged 25623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 290925 members 
Entering Unmasked Estep 
Score: -35685708.000000 Penalty: 6279.022949
	Iteration 8F: 3 clusters Score -3.568571e+07 nChanged 14801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 305726 members 
Entering Unmasked Estep 
Score: -35698024.000000 Penalty: 6279.022949
	Iteration 9Q: 3 clusters Score -3.569802e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 311766 members 
Entering Unmasked Estep 
Score: -35702356.000000 Penalty: 6279.022949
	Iteration 10Q: 3 clusters Score -3.570236e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 313597 members 
Entering Unmasked Estep 
Score: -35703560.000000 Penalty: 6279.022949
	Iteration 11Q: 3 clusters Score -3.570356e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 314119 members 
Entering Unmasked Estep 
Score: -35704128.000000 Penalty: 6279.022949
	Iteration 12Q: 3 clusters Score -3.570413e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 314262 members 
Entering Unmasked Estep 
Score: -35704176.000000 Penalty: 6279.022949
	Iteration 13Q: 3 clusters Score -3.570418e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 314325 members 
Entering Unmasked Estep 
Score: -35704272.000000 Penalty: 6279.022949
	Iteration 14Q: 3 clusters Score -3.570427e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 314348 members 
Entering Unmasked Estep 
Score: -35704352.000000 Penalty: 6279.022949
	Iteration 15Q: 3 clusters Score -3.570435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 314361 members 
Entering Unmasked Estep 
Score: -35704408.000000 Penalty: 6279.022949
	Iteration 16Q: 3 clusters Score -3.570441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 314367 members 
Entering Unmasked Estep 
Score: -35704392.000000 Penalty: 6279.022949
	Iteration 17Q: 3 clusters Score -3.570439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 314374 members 
Entering Unmasked Estep 
Score: -35704416.000000 Penalty: 6279.022949
	Iteration 18Q: 3 clusters Score -3.570442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 314378 members 
Entering Unmasked Estep 
Score: -35704432.000000 Penalty: 6279.022949
	Iteration 19Q: 3 clusters Score -3.570443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 314374 members 
Entering Unmasked Estep 
Score: -35704424.000000 Penalty: 6279.022949
	Iteration 20F: 3 clusters Score -3.570442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 314376 members 
Entering Unmasked Estep 
Score: -35704452.000000 Penalty: 6279.022949
	Iteration 21Q: 3 clusters Score -3.570445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 314377 members 
Entering Unmasked Estep 
Score: -35704472.000000 Penalty: 6279.022949
	Iteration 22Q: 3 clusters Score -3.570447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 314378 members 
Entering Unmasked Estep 
Score: -35704456.000000 Penalty: 6279.022949
	Iteration 23Q: 3 clusters Score -3.570446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 314379 members 
Entering Unmasked Estep 
Score: -35704456.000000 Penalty: 6279.022949
	Iteration 24Q: 3 clusters Score -3.570446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 314375 members 
Entering Unmasked Estep 
Score: -35704448.000000 Penalty: 6279.022949
	Iteration 25Q: 3 clusters Score -3.570445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314372 members 
Entering Unmasked Estep 
Score: -35704464.000000 Penalty: 6279.022949
	Iteration 26Q: 3 clusters Score -3.570446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 314371 members 
Entering Unmasked Estep 
Score: -35704464.000000 Penalty: 6279.022949
	Iteration 27Q: 3 clusters Score -3.570446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314372 members 
Entering Unmasked Estep 
Score: -35704464.000000 Penalty: 6279.022949
	Iteration 28Q: 3 clusters Score -3.570446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314372 members 
Entering Unmasked Estep 
Score: -35704464.000000 Penalty: 6279.022949
	Iteration 29F: 3 clusters Score -3.570446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Entering Unmasked Estep 
Score: -843066.687500 Penalty: 2206.184082
	Iteration 0F: 2 clusters Score -843066.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -837174.500000 Penalty: 4412.368164
	Iteration 0F: 3 clusters Score -837174.5 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -838704.062500 Penalty: 4412.368164
	Iteration 1F: 3 clusters Score -838704.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -838998.312500 Penalty: 4412.368164
	Iteration 2F: 3 clusters Score -838998.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -839259.000000 Penalty: 4412.368164
	Iteration 3F: 3 clusters Score -839259 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -839471.375000 Penalty: 4412.368164
	Iteration 4Q: 3 clusters Score -839471.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -839669.875000 Penalty: 4412.368164
	Iteration 5Q: 3 clusters Score -839669.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -839875.875000 Penalty: 4412.368164
	Iteration 6Q: 3 clusters Score -839875.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -840121.312500 Penalty: 4412.368164
	Iteration 7Q: 3 clusters Score -840121.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -840359.937500 Penalty: 4412.368164
	Iteration 8Q: 3 clusters Score -840359.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -840567.625000 Penalty: 4412.368164
	Iteration 9Q: 3 clusters Score -840567.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -840757.187500 Penalty: 4412.368164
	Iteration 10Q: 3 clusters Score -840757.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -840916.562500 Penalty: 4412.368164
	Iteration 11Q: 3 clusters Score -840916.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -841017.687500 Penalty: 4412.368164
	Iteration 12Q: 3 clusters Score -841017.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -841087.625000 Penalty: 4412.368164
	Iteration 13Q: 3 clusters Score -841087.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -841138.937500 Penalty: 4412.368164
	Iteration 14Q: 3 clusters Score -841138.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -841182.812500 Penalty: 4412.368164
	Iteration 15Q: 3 clusters Score -841182.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -841220.687500 Penalty: 4412.368164
	Iteration 16Q: 3 clusters Score -841220.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -841245.500000 Penalty: 4412.368164
	Iteration 17Q: 3 clusters Score -841245.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -841259.500000 Penalty: 4412.368164
	Iteration 18Q: 3 clusters Score -841259.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -841267.875000 Penalty: 4412.368164
	Iteration 19Q: 3 clusters Score -841267.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -841277.687500 Penalty: 4412.368164
	Iteration 20F: 3 clusters Score -841277.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -841282.875000 Penalty: 4412.368164
	Iteration 21Q: 3 clusters Score -841282.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -841291.750000 Penalty: 4412.368164
	Iteration 22Q: 3 clusters Score -841291.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -841296.937500 Penalty: 4412.368164
	Iteration 23Q: 3 clusters Score -841296.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -841303.500000 Penalty: 4412.368164
	Iteration 24Q: 3 clusters Score -841303.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -841306.375000 Penalty: 4412.368164
	Iteration 25Q: 3 clusters Score -841306.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -841310.250000 Penalty: 4412.368164
	Iteration 26Q: 3 clusters Score -841310.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -841309.437500 Penalty: 4412.368164
	Iteration 27Q: 3 clusters Score -841309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -841310.937500 Penalty: 4412.368164
	Iteration 28Q: 3 clusters Score -841310.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -841312.812500 Penalty: 4412.368164
	Iteration 29Q: 3 clusters Score -841312.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -841314.062500 Penalty: 4412.368164
	Iteration 30Q: 3 clusters Score -841314.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -841314.062500 Penalty: 4412.368164
	Iteration 31F: 3 clusters Score -841314.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -95356.585938 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -95356.59 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: -93556.750000 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -93556.75 nChanged 201
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: -93888.828125 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -93888.83 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -94044.710938 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -94044.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -94133.773438 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -94133.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -94191.093750 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -94191.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94218.757812 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -94218.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94226.812500 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -94226.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94233.828125 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -94233.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -94236.734375 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -94236.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -94242.898438 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -94242.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -94246.304688 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -94246.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -94246.304688 Penalty: 3342.123535
	Iteration 11F: 3 clusters Score -94246.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -105170.054688 Penalty: 1709.123169
	Iteration 0F: 2 clusters Score -105170.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -103243.414062 Penalty: 3418.246338
	Iteration 0F: 3 clusters Score -103243.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -103532.617188 Penalty: 3418.246338
	Iteration 1F: 3 clusters Score -103532.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -103610.789062 Penalty: 3418.246338
	Iteration 2F: 3 clusters Score -103610.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -103636.742188 Penalty: 3418.246338
	Iteration 3Q: 3 clusters Score -103636.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103658.687500 Penalty: 3418.246338
	Iteration 4Q: 3 clusters Score -103658.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -103666.726562 Penalty: 3418.246338
	Iteration 5Q: 3 clusters Score -103666.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -103672.695312 Penalty: 3418.246338
	Iteration 6Q: 3 clusters Score -103672.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -103679.585938 Penalty: 3418.246338
	Iteration 7Q: 3 clusters Score -103679.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -103687.835938 Penalty: 3418.246338
	Iteration 8Q: 3 clusters Score -103687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -103694.156250 Penalty: 3418.246338
	Iteration 9Q: 3 clusters Score -103694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103695.679688 Penalty: 3418.246338
	Iteration 10Q: 3 clusters Score -103695.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103695.679688 Penalty: 3418.246338
	Iteration 11F: 3 clusters Score -103695.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -44352.449219 Penalty: 1521.620117
	Iteration 0F: 2 clusters Score -44352.45 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 230 members 
Entering Unmasked Estep 
Score: -42953.429688 Penalty: 3043.240234
	Iteration 0F: 3 clusters Score -42953.43 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43219.273438 Penalty: 3043.240234
	Iteration 1F: 3 clusters Score -43219.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43283.722656 Penalty: 3043.240234
	Iteration 2Q: 3 clusters Score -43283.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43319.101562 Penalty: 3043.240234
	Iteration 3Q: 3 clusters Score -43319.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43363.140625 Penalty: 3043.240234
	Iteration 4Q: 3 clusters Score -43363.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43392.675781 Penalty: 3043.240234
	Iteration 5Q: 3 clusters Score -43392.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43433.230469 Penalty: 3043.240234
	Iteration 6Q: 3 clusters Score -43433.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43462.597656 Penalty: 3043.240234
	Iteration 7Q: 3 clusters Score -43462.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43501.367188 Penalty: 3043.240234
	Iteration 8Q: 3 clusters Score -43501.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43527.785156 Penalty: 3043.240234
	Iteration 9Q: 3 clusters Score -43527.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43552.886719 Penalty: 3043.240234
	Iteration 10Q: 3 clusters Score -43552.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43606.886719 Penalty: 3043.240234
	Iteration 11Q: 3 clusters Score -43606.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43651.242188 Penalty: 3043.240234
	Iteration 12Q: 3 clusters Score -43651.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -43691.390625 Penalty: 3043.240234
	Iteration 13Q: 3 clusters Score -43691.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43731.492188 Penalty: 3043.240234
	Iteration 14Q: 3 clusters Score -43731.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43768.218750 Penalty: 3043.240234
	Iteration 15Q: 3 clusters Score -43768.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -43839.171875 Penalty: 3043.240234
	Iteration 16Q: 3 clusters Score -43839.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -43913.335938 Penalty: 3043.240234
	Iteration 17Q: 3 clusters Score -43913.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -43991.500000 Penalty: 3043.240234
	Iteration 18Q: 3 clusters Score -43991.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -44058.460938 Penalty: 3043.240234
	Iteration 19Q: 3 clusters Score -44058.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -44092.054688 Penalty: 3043.240234
	Iteration 20F: 3 clusters Score -44092.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -44128.882812 Penalty: 3043.240234
	Iteration 21Q: 3 clusters Score -44128.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -44136.082031 Penalty: 3043.240234
	Iteration 22Q: 3 clusters Score -44136.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -44136.082031 Penalty: 3043.240234
	Iteration 23F: 3 clusters Score -44136.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -74773.382812 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -74773.38 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 361 members 
Entering Unmasked Estep 
Score: -73057.359375 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -73057.36 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73257.320312 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -73257.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73338.835938 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -73338.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73380.437500 Penalty: 3244.350830
	Iteration 3Q: 3 clusters Score -73380.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73428.671875 Penalty: 3244.350830
	Iteration 4Q: 3 clusters Score -73428.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73477.179688 Penalty: 3244.350830
	Iteration 5Q: 3 clusters Score -73477.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73503.070312 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -73503.07 nChanged 7
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: -73514.734375 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -73514.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73529.742188 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -73529.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73545.015625 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -73545.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73568.593750 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -73568.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73596.523438 Penalty: 3244.350830
	Iteration 11Q: 3 clusters Score -73596.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73626.312500 Penalty: 3244.350830
	Iteration 12Q: 3 clusters Score -73626.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73664.062500 Penalty: 3244.350830
	Iteration 13Q: 3 clusters Score -73664.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -73677.117188 Penalty: 3244.350830
	Iteration 14Q: 3 clusters Score -73677.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73689.765625 Penalty: 3244.350830
	Iteration 15Q: 3 clusters Score -73689.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73700.914062 Penalty: 3244.350830
	Iteration 16Q: 3 clusters Score -73700.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73716.390625 Penalty: 3244.350830
	Iteration 17Q: 3 clusters Score -73716.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73727.773438 Penalty: 3244.350830
	Iteration 18Q: 3 clusters Score -73727.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73737.328125 Penalty: 3244.350830
	Iteration 19Q: 3 clusters Score -73737.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73741.796875 Penalty: 3244.350830
	Iteration 20F: 3 clusters Score -73741.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73746.890625 Penalty: 3244.350830
	Iteration 21Q: 3 clusters Score -73746.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73763.078125 Penalty: 3244.350830
	Iteration 22Q: 3 clusters Score -73763.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73769.007812 Penalty: 3244.350830
	Iteration 23Q: 3 clusters Score -73769.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73774.617188 Penalty: 3244.350830
	Iteration 24Q: 3 clusters Score -73774.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73774.617188 Penalty: 3244.350830
	Iteration 25F: 3 clusters Score -73774.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Entering Unmasked Estep 
Score: -4608555.500000 Penalty: 2635.596680
	Iteration 0F: 2 clusters Score -4608556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -4580536.500000 Penalty: 5271.193359
	Iteration 0F: 3 clusters Score -4580536 nChanged 18931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -4590690.500000 Penalty: 5271.193359
	Iteration 1F: 3 clusters Score -4590690 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -4591142.000000 Penalty: 5271.193359
	Iteration 2Q: 3 clusters Score -4591142 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4591532.000000 Penalty: 5271.193359
	Iteration 3Q: 3 clusters Score -4591532 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -4591903.500000 Penalty: 5271.193359
	Iteration 4Q: 3 clusters Score -4591904 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4592352.000000 Penalty: 5271.193359
	Iteration 5Q: 3 clusters Score -4592352 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4592850.500000 Penalty: 5271.193359
	Iteration 6Q: 3 clusters Score -4592850 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4593544.500000 Penalty: 5271.193359
	Iteration 7Q: 3 clusters Score -4593544 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -4594464.500000 Penalty: 5271.193359
	Iteration 8Q: 3 clusters Score -4594464 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -4595691.000000 Penalty: 5271.193359
	Iteration 9F: 3 clusters Score -4595691 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -4597218.500000 Penalty: 5271.193359
	Iteration 10F: 3 clusters Score -4597218 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -4599113.000000 Penalty: 5271.193359
	Iteration 11F: 3 clusters Score -4599113 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -4601218.500000 Penalty: 5271.193359
	Iteration 12F: 3 clusters Score -4601218 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -4603306.000000 Penalty: 5271.193359
	Iteration 13F: 3 clusters Score -4603306 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4604826.500000 Penalty: 5271.193359
	Iteration 14Q: 3 clusters Score -4604826 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4605562.500000 Penalty: 5271.193359
	Iteration 15Q: 3 clusters Score -4605562 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4605902.500000 Penalty: 5271.193359
	Iteration 16Q: 3 clusters Score -4605902 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4606089.500000 Penalty: 5271.193359
	Iteration 17Q: 3 clusters Score -4606090 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4606181.000000 Penalty: 5271.193359
	Iteration 18Q: 3 clusters Score -4606181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4606223.500000 Penalty: 5271.193359
	Iteration 19Q: 3 clusters Score -4606224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4606242.500000 Penalty: 5271.193359
	Iteration 20F: 3 clusters Score -4606242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4606276.500000 Penalty: 5271.193359
	Iteration 21Q: 3 clusters Score -4606276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4606305.000000 Penalty: 5271.193359
	Iteration 22Q: 3 clusters Score -4606305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4606319.500000 Penalty: 5271.193359
	Iteration 23Q: 3 clusters Score -4606320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4606326.500000 Penalty: 5271.193359
	Iteration 24Q: 3 clusters Score -4606326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4606337.500000 Penalty: 5271.193359
	Iteration 25Q: 3 clusters Score -4606338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4606343.000000 Penalty: 5271.193359
	Iteration 26Q: 3 clusters Score -4606343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4606342.500000 Penalty: 5271.193359
	Iteration 27Q: 3 clusters Score -4606342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4606342.000000 Penalty: 5271.193359
	Iteration 28Q: 3 clusters Score -4606342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4606343.000000 Penalty: 5271.193359
	Iteration 29Q: 3 clusters Score -4606343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4606346.500000 Penalty: 5271.193359
	Iteration 30Q: 3 clusters Score -4606346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4606346.500000 Penalty: 5271.193359
	Iteration 31Q: 3 clusters Score -4606346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4606346.500000 Penalty: 5271.193359
	Iteration 32F: 3 clusters Score -4606346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Entering Unmasked Estep 
Score: -5407565.500000 Penalty: 2669.438232
	Iteration 0F: 2 clusters Score -5407566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -5375683.500000 Penalty: 5338.876465
	Iteration 0F: 3 clusters Score -5375684 nChanged 21804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -5388036.500000 Penalty: 5338.876465
	Iteration 1F: 3 clusters Score -5388036 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -5389049.500000 Penalty: 5338.876465
	Iteration 2Q: 3 clusters Score -5389050 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -5390315.000000 Penalty: 5338.876465
	Iteration 3F: 3 clusters Score -5390315 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -5391964.500000 Penalty: 5338.876465
	Iteration 4F: 3 clusters Score -5391964 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -5393859.500000 Penalty: 5338.876465
	Iteration 5F: 3 clusters Score -5393860 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -5396002.500000 Penalty: 5338.876465
	Iteration 6F: 3 clusters Score -5396002 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -5398258.000000 Penalty: 5338.876465
	Iteration 7F: 3 clusters Score -5398258 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -5400451.000000 Penalty: 5338.876465
	Iteration 8F: 3 clusters Score -5400451 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -5402253.000000 Penalty: 5338.876465
	Iteration 9Q: 3 clusters Score -5402253 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -5403408.500000 Penalty: 5338.876465
	Iteration 10Q: 3 clusters Score -5403408 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -5404216.500000 Penalty: 5338.876465
	Iteration 11Q: 3 clusters Score -5404216 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -5404716.500000 Penalty: 5338.876465
	Iteration 12Q: 3 clusters Score -5404716 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -5405074.500000 Penalty: 5338.876465
	Iteration 13Q: 3 clusters Score -5405074 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -5405319.500000 Penalty: 5338.876465
	Iteration 14Q: 3 clusters Score -5405320 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -5405494.500000 Penalty: 5338.876465
	Iteration 15Q: 3 clusters Score -5405494 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -5405622.500000 Penalty: 5338.876465
	Iteration 16Q: 3 clusters Score -5405622 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -5405753.500000 Penalty: 5338.876465
	Iteration 17Q: 3 clusters Score -5405754 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -5405893.500000 Penalty: 5338.876465
	Iteration 18Q: 3 clusters Score -5405894 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -5406053.500000 Penalty: 5338.876465
	Iteration 19Q: 3 clusters Score -5406054 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -5406162.000000 Penalty: 5338.876465
	Iteration 20F: 3 clusters Score -5406162 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -5406266.000000 Penalty: 5338.876465
	Iteration 21Q: 3 clusters Score -5406266 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -5406368.000000 Penalty: 5338.876465
	Iteration 22Q: 3 clusters Score -5406368 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -5406447.000000 Penalty: 5338.876465
	Iteration 23Q: 3 clusters Score -5406447 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -5406526.500000 Penalty: 5338.876465
	Iteration 24Q: 3 clusters Score -5406526 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -5406590.500000 Penalty: 5338.876465
	Iteration 25Q: 3 clusters Score -5406590 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -5406610.500000 Penalty: 5338.876465
	Iteration 26Q: 3 clusters Score -5406610 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -5406634.000000 Penalty: 5338.876465
	Iteration 27Q: 3 clusters Score -5406634 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -5406651.500000 Penalty: 5338.876465
	Iteration 28Q: 3 clusters Score -5406652 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -5406653.500000 Penalty: 5338.876465
	Iteration 29Q: 3 clusters Score -5406654 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -5406655.000000 Penalty: 5338.876465
	Iteration 30Q: 3 clusters Score -5406655 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -5406668.500000 Penalty: 5338.876465
	Iteration 31Q: 3 clusters Score -5406668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -5406682.000000 Penalty: 5338.876465
	Iteration 32Q: 3 clusters Score -5406682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -5406682.500000 Penalty: 5338.876465
	Iteration 33Q: 3 clusters Score -5406682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -5406699.000000 Penalty: 5338.876465
	Iteration 34Q: 3 clusters Score -5406699 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -5406703.000000 Penalty: 5338.876465
	Iteration 35Q: 3 clusters Score -5406703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -5406704.000000 Penalty: 5338.876465
	Iteration 36Q: 3 clusters Score -5406704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -5406700.000000 Penalty: 5338.876465
	Iteration 37Q: 3 clusters Score -5406700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -5406704.500000 Penalty: 5338.876465
	Iteration 38Q: 3 clusters Score -5406704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -5406711.500000 Penalty: 5338.876465
	Iteration 39Q: 3 clusters Score -5406712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -5406718.500000 Penalty: 5338.876465
	Iteration 40F: 3 clusters Score -5406718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -5406716.500000 Penalty: 5338.876465
	Iteration 41Q: 3 clusters Score -5406716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -5406719.000000 Penalty: 5338.876465
	Iteration 42Q: 3 clusters Score -5406719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5406734.500000 Penalty: 5338.876465
	Iteration 43Q: 3 clusters Score -5406734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5406733.000000 Penalty: 5338.876465
	Iteration 44Q: 3 clusters Score -5406733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -5406729.500000 Penalty: 5338.876465
	Iteration 45Q: 3 clusters Score -5406730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -5406744.500000 Penalty: 5338.876465
	Iteration 46Q: 3 clusters Score -5406744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -5406734.000000 Penalty: 5338.876465
	Iteration 47Q: 3 clusters Score -5406734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -5406734.500000 Penalty: 5338.876465
	Iteration 48Q: 3 clusters Score -5406734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -5406734.000000 Penalty: 5338.876465
	Iteration 49Q: 3 clusters Score -5406734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -5406734.000000 Penalty: 5338.876465
	Iteration 50F: 3 clusters Score -5406734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Entering Unmasked Estep 
Score: -6118690.500000 Penalty: 2700.265137
	Iteration 0F: 2 clusters Score -6118690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -6082621.500000 Penalty: 5400.530273
	Iteration 0F: 3 clusters Score -6082622 nChanged 24832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -6096672.000000 Penalty: 5400.530273
	Iteration 1F: 3 clusters Score -6096672 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -6097394.000000 Penalty: 5400.530273
	Iteration 2Q: 3 clusters Score -6097394 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -6098300.000000 Penalty: 5400.530273
	Iteration 3Q: 3 clusters Score -6098300 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -6099571.500000 Penalty: 5400.530273
	Iteration 4Q: 3 clusters Score -6099572 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -6101474.500000 Penalty: 5400.530273
	Iteration 5F: 3 clusters Score -6101474 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -6103763.000000 Penalty: 5400.530273
	Iteration 6F: 3 clusters Score -6103763 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -6106197.500000 Penalty: 5400.530273
	Iteration 7F: 3 clusters Score -6106198 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -6108461.500000 Penalty: 5400.530273
	Iteration 8F: 3 clusters Score -6108462 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -6110159.000000 Penalty: 5400.530273
	Iteration 9Q: 3 clusters Score -6110159 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -6111351.500000 Penalty: 5400.530273
	Iteration 10Q: 3 clusters Score -6111352 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -6112231.000000 Penalty: 5400.530273
	Iteration 11Q: 3 clusters Score -6112231 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -6112862.500000 Penalty: 5400.530273
	Iteration 12Q: 3 clusters Score -6112862 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -6113426.500000 Penalty: 5400.530273
	Iteration 13Q: 3 clusters Score -6113426 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -6113849.000000 Penalty: 5400.530273
	Iteration 14Q: 3 clusters Score -6113849 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -6114258.500000 Penalty: 5400.530273
	Iteration 15Q: 3 clusters Score -6114258 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -6114571.500000 Penalty: 5400.530273
	Iteration 16Q: 3 clusters Score -6114572 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -6114821.000000 Penalty: 5400.530273
	Iteration 17Q: 3 clusters Score -6114821 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -6115051.000000 Penalty: 5400.530273
	Iteration 18Q: 3 clusters Score -6115051 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -6115232.000000 Penalty: 5400.530273
	Iteration 19Q: 3 clusters Score -6115232 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -6115410.500000 Penalty: 5400.530273
	Iteration 20F: 3 clusters Score -6115410 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -6115562.500000 Penalty: 5400.530273
	Iteration 21Q: 3 clusters Score -6115562 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -6115672.000000 Penalty: 5400.530273
	Iteration 22Q: 3 clusters Score -6115672 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -6115777.000000 Penalty: 5400.530273
	Iteration 23Q: 3 clusters Score -6115777 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -6115897.500000 Penalty: 5400.530273
	Iteration 24Q: 3 clusters Score -6115898 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -6115961.500000 Penalty: 5400.530273
	Iteration 25Q: 3 clusters Score -6115962 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -6116022.000000 Penalty: 5400.530273
	Iteration 26Q: 3 clusters Score -6116022 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -6116102.000000 Penalty: 5400.530273
	Iteration 27Q: 3 clusters Score -6116102 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -6116169.500000 Penalty: 5400.530273
	Iteration 28Q: 3 clusters Score -6116170 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -6116189.500000 Penalty: 5400.530273
	Iteration 29Q: 3 clusters Score -6116190 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -6116237.000000 Penalty: 5400.530273
	Iteration 30Q: 3 clusters Score -6116237 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -6116261.500000 Penalty: 5400.530273
	Iteration 31Q: 3 clusters Score -6116262 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -6116312.500000 Penalty: 5400.530273
	Iteration 32Q: 3 clusters Score -6116312 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -6116347.000000 Penalty: 5400.530273
	Iteration 33Q: 3 clusters Score -6116347 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -6116333.500000 Penalty: 5400.530273
	Iteration 34Q: 3 clusters Score -6116334 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -6116365.000000 Penalty: 5400.530273
	Iteration 35Q: 3 clusters Score -6116365 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -6116398.000000 Penalty: 5400.530273
	Iteration 36Q: 3 clusters Score -6116398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -6116408.500000 Penalty: 5400.530273
	Iteration 37Q: 3 clusters Score -6116408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -6116421.000000 Penalty: 5400.530273
	Iteration 38Q: 3 clusters Score -6116421 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -6116442.000000 Penalty: 5400.530273
	Iteration 39Q: 3 clusters Score -6116442 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -6116461.500000 Penalty: 5400.530273
	Iteration 40F: 3 clusters Score -6116462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -6116470.000000 Penalty: 5400.530273
	Iteration 41Q: 3 clusters Score -6116470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -6116484.000000 Penalty: 5400.530273
	Iteration 42Q: 3 clusters Score -6116484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -6116496.000000 Penalty: 5400.530273
	Iteration 43Q: 3 clusters Score -6116496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -6116498.000000 Penalty: 5400.530273
	Iteration 44Q: 3 clusters Score -6116498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -6116502.500000 Penalty: 5400.530273
	Iteration 45Q: 3 clusters Score -6116502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -6116517.000000 Penalty: 5400.530273
	Iteration 46Q: 3 clusters Score -6116517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -6116520.000000 Penalty: 5400.530273
	Iteration 47Q: 3 clusters Score -6116520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -6116526.000000 Penalty: 5400.530273
	Iteration 48Q: 3 clusters Score -6116526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -6116528.500000 Penalty: 5400.530273
	Iteration 49Q: 3 clusters Score -6116528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -6116524.500000 Penalty: 5400.530273
	Iteration 50Q: 3 clusters Score -6116524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -6116518.500000 Penalty: 5400.530273
	Iteration 51Q: 3 clusters Score -6116518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -6116518.500000 Penalty: 5400.530273
	Iteration 52Q: 3 clusters Score -6116518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -6116525.000000 Penalty: 5400.530273
	Iteration 53Q: 3 clusters Score -6116525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -6116533.000000 Penalty: 5400.530273
	Iteration 54Q: 3 clusters Score -6116533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -6116531.000000 Penalty: 5400.530273
	Iteration 55Q: 3 clusters Score -6116531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -6116536.500000 Penalty: 5400.530273
	Iteration 56Q: 3 clusters Score -6116536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -6116539.500000 Penalty: 5400.530273
	Iteration 57Q: 3 clusters Score -6116540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -6116535.000000 Penalty: 5400.530273
	Iteration 58Q: 3 clusters Score -6116535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -6116544.000000 Penalty: 5400.530273
	Iteration 59Q: 3 clusters Score -6116544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -6116546.500000 Penalty: 5400.530273
	Iteration 60F: 3 clusters Score -6116546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -6116545.500000 Penalty: 5400.530273
	Iteration 61Q: 3 clusters Score -6116546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -6116542.000000 Penalty: 5400.530273
	Iteration 62Q: 3 clusters Score -6116542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -6116547.500000 Penalty: 5400.530273
	Iteration 63Q: 3 clusters Score -6116548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -6116543.500000 Penalty: 5400.530273
	Iteration 64Q: 3 clusters Score -6116544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -6116550.000000 Penalty: 5400.530273
	Iteration 65Q: 3 clusters Score -6116550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -6116548.000000 Penalty: 5400.530273
	Iteration 66Q: 3 clusters Score -6116548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -6116551.000000 Penalty: 5400.530273
	Iteration 67Q: 3 clusters Score -6116551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -6116554.000000 Penalty: 5400.530273
	Iteration 68Q: 3 clusters Score -6116554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -6116560.500000 Penalty: 5400.530273
	Iteration 69Q: 3 clusters Score -6116560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -6116558.000000 Penalty: 5400.530273
	Iteration 70Q: 3 clusters Score -6116558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -6116558.000000 Penalty: 5400.530273
	Iteration 71Q: 3 clusters Score -6116558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -6116562.000000 Penalty: 5400.530273
	Iteration 72Q: 3 clusters Score -6116562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -6116560.000000 Penalty: 5400.530273
	Iteration 73Q: 3 clusters Score -6116560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -6116563.500000 Penalty: 5400.530273
	Iteration 74Q: 3 clusters Score -6116564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -6116559.000000 Penalty: 5400.530273
	Iteration 75Q: 3 clusters Score -6116559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -6116559.000000 Penalty: 5400.530273
	Iteration 76F: 3 clusters Score -6116559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -19578.417969 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -19578.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18457.822266 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -18457.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18505.443359 Penalty: 2594.629883
	Iteration 1Q: 3 clusters Score -18505.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18517.015625 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -18517.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18517.015625 Penalty: 2594.629883
	Iteration 3F: 3 clusters Score -18517.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -496716.250000 Penalty: 2088.165283
	Iteration 0F: 2 clusters Score -496716.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -492475.687500 Penalty: 4176.330566
	Iteration 0F: 3 clusters Score -492475.7 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -493464.500000 Penalty: 4176.330566
	Iteration 1F: 3 clusters Score -493464.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -493777.000000 Penalty: 4176.330566
	Iteration 2F: 3 clusters Score -493777 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -494032.937500 Penalty: 4176.330566
	Iteration 3F: 3 clusters Score -494032.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -494235.500000 Penalty: 4176.330566
	Iteration 4F: 3 clusters Score -494235.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -494403.187500 Penalty: 4176.330566
	Iteration 5Q: 3 clusters Score -494403.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -494538.218750 Penalty: 4176.330566
	Iteration 6Q: 3 clusters Score -494538.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -494650.937500 Penalty: 4176.330566
	Iteration 7Q: 3 clusters Score -494650.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -494757.656250 Penalty: 4176.330566
	Iteration 8Q: 3 clusters Score -494757.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -494841.593750 Penalty: 4176.330566
	Iteration 9Q: 3 clusters Score -494841.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -494910.937500 Penalty: 4176.330566
	Iteration 10Q: 3 clusters Score -494910.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -494981.718750 Penalty: 4176.330566
	Iteration 11Q: 3 clusters Score -494981.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -495052.093750 Penalty: 4176.330566
	Iteration 12Q: 3 clusters Score -495052.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -495116.093750 Penalty: 4176.330566
	Iteration 13Q: 3 clusters Score -495116.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -495177.875000 Penalty: 4176.330566
	Iteration 14Q: 3 clusters Score -495177.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -495234.000000 Penalty: 4176.330566
	Iteration 15Q: 3 clusters Score -495234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -495278.281250 Penalty: 4176.330566
	Iteration 16Q: 3 clusters Score -495278.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -495313.187500 Penalty: 4176.330566
	Iteration 17Q: 3 clusters Score -495313.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -495338.593750 Penalty: 4176.330566
	Iteration 18Q: 3 clusters Score -495338.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -495356.375000 Penalty: 4176.330566
	Iteration 19Q: 3 clusters Score -495356.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -495367.093750 Penalty: 4176.330566
	Iteration 20F: 3 clusters Score -495367.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -495378.343750 Penalty: 4176.330566
	Iteration 21Q: 3 clusters Score -495378.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -495390.343750 Penalty: 4176.330566
	Iteration 22Q: 3 clusters Score -495390.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -495399.843750 Penalty: 4176.330566
	Iteration 23Q: 3 clusters Score -495399.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -495404.031250 Penalty: 4176.330566
	Iteration 24Q: 3 clusters Score -495404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -495404.500000 Penalty: 4176.330566
	Iteration 25Q: 3 clusters Score -495404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -495404.937500 Penalty: 4176.330566
	Iteration 26Q: 3 clusters Score -495404.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -495407.187500 Penalty: 4176.330566
	Iteration 27Q: 3 clusters Score -495407.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -495407.687500 Penalty: 4176.330566
	Iteration 28Q: 3 clusters Score -495407.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -495410.593750 Penalty: 4176.330566
	Iteration 29Q: 3 clusters Score -495410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -495412.968750 Penalty: 4176.330566
	Iteration 30Q: 3 clusters Score -495413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -495415.625000 Penalty: 4176.330566
	Iteration 31Q: 3 clusters Score -495415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -495417.312500 Penalty: 4176.330566
	Iteration 32Q: 3 clusters Score -495417.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -495419.687500 Penalty: 4176.330566
	Iteration 33Q: 3 clusters Score -495419.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -495422.781250 Penalty: 4176.330566
	Iteration 34Q: 3 clusters Score -495422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -495423.781250 Penalty: 4176.330566
	Iteration 35Q: 3 clusters Score -495423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -495427.031250 Penalty: 4176.330566
	Iteration 36Q: 3 clusters Score -495427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -495429.375000 Penalty: 4176.330566
	Iteration 37Q: 3 clusters Score -495429.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -495432.781250 Penalty: 4176.330566
	Iteration 38Q: 3 clusters Score -495432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -495436.687500 Penalty: 4176.330566
	Iteration 39Q: 3 clusters Score -495436.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -495440.843750 Penalty: 4176.330566
	Iteration 40F: 3 clusters Score -495440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -495441.593750 Penalty: 4176.330566
	Iteration 41Q: 3 clusters Score -495441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -495445.312500 Penalty: 4176.330566
	Iteration 42Q: 3 clusters Score -495445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -495445.562500 Penalty: 4176.330566
	Iteration 43Q: 3 clusters Score -495445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -495447.000000 Penalty: 4176.330566
	Iteration 44Q: 3 clusters Score -495447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -495447.156250 Penalty: 4176.330566
	Iteration 45Q: 3 clusters Score -495447.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -495448.062500 Penalty: 4176.330566
	Iteration 46Q: 3 clusters Score -495448.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -495448.250000 Penalty: 4176.330566
	Iteration 47Q: 3 clusters Score -495448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -495448.187500 Penalty: 4176.330566
	Iteration 48Q: 3 clusters Score -495448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -495448.968750 Penalty: 4176.330566
	Iteration 49Q: 3 clusters Score -495449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -495450.062500 Penalty: 4176.330566
	Iteration 50Q: 3 clusters Score -495450.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -495451.781250 Penalty: 4176.330566
	Iteration 51Q: 3 clusters Score -495451.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -495451.781250 Penalty: 4176.330566
	Iteration 52F: 3 clusters Score -495451.8 nChanged 0
--- Evaluating fit on full set of 1898308 points ---
Entering Unmasked Estep 
Score: -211576576.000000 Penalty: 68118.906250
24->20 Clusters: Score -211576576.000000, best is -211680848.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 632769 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 26022 members 
Mstep: Class 3 contains 26088 members 
Mstep: Class 4 contains 26445 members 
Mstep: Class 5 contains 26458 members 
Mstep: Class 6 contains 26474 members 
Mstep: Class 7 contains 26588 members 
Mstep: Class 8 contains 26580 members 
Mstep: Class 9 contains 26703 members 
Mstep: Class 10 contains 26575 members 
Mstep: Class 11 contains 26197 members 
Mstep: Class 12 contains 26276 members 
Mstep: Class 13 contains 26399 members 
Mstep: Class 14 contains 26384 members 
Mstep: Class 15 contains 26113 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 26370 members 
Mstep: Class 18 contains 26463 members 
Mstep: Class 19 contains 26379 members 
Mstep: Class 20 contains 26071 members 
Mstep: Class 21 contains 26491 members 
Mstep: Class 22 contains 26068 members 
Mstep: Class 23 contains 26357 members 
Mstep: Class 24 contains 26346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 197.500946 but Gain 3312.750000
Score: -67328368.000000 Penalty: 76193.234375
Iteration 0F: 24 clusters Score -6.732837e+07 nChanged 602764
Entering Unmasked Mstep 
Mstep: Class 0 contains 2202 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 22470 members 
Mstep: Class 4 contains 31522 members 
Mstep: Class 5 contains 3230 members 
Mstep: Class 6 contains 4166 members 
Mstep: Class 7 contains 8871 members 
Mstep: Class 8 contains 8926 members 
Mstep: Class 9 contains 16695 members 
Mstep: Class 10 contains 134236 members 
Mstep: Class 11 contains 41471 members 
Mstep: Class 12 contains 6303 members 
Mstep: Class 13 contains 31394 members 
Mstep: Class 14 contains 6334 members 
Mstep: Class 15 contains 25505 members 
Mstep: Class 16 contains 18790 members 
Mstep: Class 17 contains 10320 members 
Mstep: Class 18 contains 11623 members 
Mstep: Class 19 contains 63623 members 
Mstep: Class 20 contains 7647 members 
Mstep: Class 21 contains 84968 members 
Mstep: Class 22 contains 47416 members 
Mstep: Class 23 contains 4131 members 
Mstep: Class 24 contains 27414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2607.674805 but Gain 3312.750000
Score: -69737704.000000 Penalty: 72880.484375
Iteration 1F: 23 clusters Score -6.97377e+07 nChanged 212533
Entering Unmasked Mstep 
Mstep: Class 0 contains 2065 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 16540 members 
Mstep: Class 4 contains 32618 members 
Mstep: Class 5 contains 1783 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 4130 members 
Mstep: Class 8 contains 6040 members 
Mstep: Class 9 contains 4943 members 
Mstep: Class 10 contains 195373 members 
Mstep: Class 11 contains 43287 members 
Mstep: Class 12 contains 4126 members 
Mstep: Class 13 contains 14827 members 
Mstep: Class 14 contains 4551 members 
Mstep: Class 15 contains 18051 members 
Mstep: Class 16 contains 15717 members 
Mstep: Class 17 contains 7966 members 
Mstep: Class 18 contains 10617 members 
Mstep: Class 19 contains 58499 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 110242 members 
Mstep: Class 22 contains 43457 members 
Mstep: Class 24 contains 22977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1753.565674 but Gain 3312.750000
Score: -70069848.000000 Penalty: 69567.734375
Iteration 2F: 22 clusters Score -7.006985e+07 nChanged 139489
Entering Unmasked Mstep 
Mstep: Class 0 contains 1525 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 13208 members 
Mstep: Class 4 contains 40249 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 1407 members 
Mstep: Class 8 contains 3694 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 250594 members 
Mstep: Class 11 contains 36159 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 8373 members 
Mstep: Class 14 contains 4035 members 
Mstep: Class 15 contains 11592 members 
Mstep: Class 16 contains 10443 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 9632 members 
Mstep: Class 19 contains 50074 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 121256 members 
Mstep: Class 22 contains 36951 members 
Mstep: Class 24 contains 15043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1951.488403 but Gain 3312.742188
Score: -70319656.000000 Penalty: 66254.992188
Iteration 3F: 21 clusters Score -7.031966e+07 nChanged 108500
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9371 members 
Mstep: Class 4 contains 49504 members 
Mstep: Class 5 contains 1766 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 1436 members 
Mstep: Class 10 contains 300074 members 
Mstep: Class 11 contains 27959 members 
Mstep: Class 13 contains 5652 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 7130 members 
Mstep: Class 16 contains 6200 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 18 contains 10360 members 
Mstep: Class 19 contains 37871 members 
Mstep: Class 20 contains 1018 members 
Mstep: Class 21 contains 121143 members 
Mstep: Class 22 contains 29511 members 
Mstep: Class 24 contains 8127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1695.327759 but Gain 3312.753906
Score: -70476864.000000 Penalty: 62942.238281
Iteration 4F: 20 clusters Score -7.047686e+07 nChanged 84185
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 4932 members 
Mstep: Class 4 contains 56601 members 
Mstep: Class 5 contains 1594 members 
Mstep: Class 6 contains 1199 members 
Mstep: Class 8 contains 1939 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 337259 members 
Mstep: Class 11 contains 22971 members 
Mstep: Class 13 contains 4710 members 
Mstep: Class 14 contains 5707 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 3840 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 19 contains 26744 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 115835 members 
Mstep: Class 22 contains 23554 members 
Mstep: Class 24 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1875.560669 but Gain 3312.750000
Score: -70541880.000000 Penalty: 59629.488281
Iteration 5F: 19 clusters Score -7.054188e+07 nChanged 64672
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 4 contains 61027 members 
Mstep: Class 5 contains 1469 members 
Mstep: Class 6 contains 1194 members 
Mstep: Class 8 contains 1949 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 358525 members 
Mstep: Class 11 contains 20506 members 
Mstep: Class 13 contains 4233 members 
Mstep: Class 14 contains 6058 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 2338 members 
Mstep: Class 18 contains 15835 members 
Mstep: Class 19 contains 19536 members 
Mstep: Class 20 contains 753 members 
Mstep: Class 21 contains 110307 members 
Mstep: Class 22 contains 20197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2160.943359 but Gain 3312.750000
Score: -70580944.000000 Penalty: 56316.738281
Iteration 6F: 18 clusters Score -7.058094e+07 nChanged 50293
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 4 contains 62550 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 364370 members 
Mstep: Class 11 contains 19368 members 
Mstep: Class 13 contains 3884 members 
Mstep: Class 14 contains 5852 members 
Mstep: Class 15 contains 1850 members 
Mstep: Class 17 contains 1988 members 
Mstep: Class 18 contains 20412 members 
Mstep: Class 19 contains 16140 members 
Mstep: Class 20 contains 762 members 
Mstep: Class 21 contains 109163 members 
Mstep: Class 22 contains 19019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2000.789185 but Gain 3312.746094
Score: -70613112.000000 Penalty: 53003.992188
Iteration 7F: 17 clusters Score -7.061311e+07 nChanged 39995
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 4 contains 62768 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 1168 members 
Mstep: Class 8 contains 2690 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 361433 members 
Mstep: Class 11 contains 18494 members 
Mstep: Class 13 contains 3753 members 
Mstep: Class 14 contains 5339 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 25202 members 
Mstep: Class 19 contains 15054 members 
Mstep: Class 20 contains 768 members 
Mstep: Class 21 contains 111620 members 
Mstep: Class 22 contains 18760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70639776.000000 Penalty: 53003.992188
Iteration 8F: 17 clusters Score -7.063978e+07 nChanged 32054
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 4 contains 61959 members 
Mstep: Class 5 contains 1406 members 
Mstep: Class 6 contains 1151 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 353904 members 
Mstep: Class 11 contains 17346 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 17 contains 1632 members 
Mstep: Class 18 contains 29820 members 
Mstep: Class 19 contains 14890 members 
Mstep: Class 20 contains 771 members 
Mstep: Class 21 contains 116698 members 
Mstep: Class 22 contains 18619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70660024.000000 Penalty: 53003.992188
Iteration 9F: 17 clusters Score -7.066002e+07 nChanged 27388
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 4 contains 61066 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 8 contains 3852 members 
Mstep: Class 9 contains 1429 members 
Mstep: Class 10 contains 344087 members 
Mstep: Class 11 contains 16185 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 17 contains 1573 members 
Mstep: Class 18 contains 34245 members 
Mstep: Class 19 contains 15135 members 
Mstep: Class 20 contains 772 members 
Mstep: Class 21 contains 123637 members 
Mstep: Class 22 contains 18412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70676960.000000 Penalty: 53003.992188
Iteration 10Q: 17 clusters Score -7.067696e+07 nChanged 23335
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 4 contains 60086 members 
Mstep: Class 5 contains 1403 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 8 contains 4516 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 333808 members 
Mstep: Class 11 contains 14947 members 
Mstep: Class 13 contains 3765 members 
Mstep: Class 14 contains 3934 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 38077 members 
Mstep: Class 19 contains 15447 members 
Mstep: Class 20 contains 774 members 
Mstep: Class 21 contains 131635 members 
Mstep: Class 22 contains 18079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70690664.000000 Penalty: 53003.992188
Iteration 11Q: 17 clusters Score -7.069066e+07 nChanged 20239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2568 members 
Mstep: Class 4 contains 59202 members 
Mstep: Class 5 contains 1402 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 8 contains 5253 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 323702 members 
Mstep: Class 11 contains 13665 members 
Mstep: Class 13 contains 3805 members 
Mstep: Class 14 contains 3810 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 18 contains 41171 members 
Mstep: Class 19 contains 15677 members 
Mstep: Class 20 contains 775 members 
Mstep: Class 21 contains 140090 members 
Mstep: Class 22 contains 17665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70701016.000000 Penalty: 53003.992188
Iteration 12Q: 17 clusters Score -7.070102e+07 nChanged 17804
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 4 contains 58320 members 
Mstep: Class 5 contains 1402 members 
Mstep: Class 6 contains 1062 members 
Mstep: Class 8 contains 5983 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 313976 members 
Mstep: Class 11 contains 12485 members 
Mstep: Class 13 contains 3847 members 
Mstep: Class 14 contains 3767 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 43748 members 
Mstep: Class 19 contains 15893 members 
Mstep: Class 20 contains 775 members 
Mstep: Class 21 contains 148642 members 
Mstep: Class 22 contains 17192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70710168.000000 Penalty: 53003.992188
Iteration 13Q: 17 clusters Score -7.071017e+07 nChanged 15631
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 3013 members 
Mstep: Class 4 contains 57449 members 
Mstep: Class 5 contains 1402 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 8 contains 6704 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 305360 members 
Mstep: Class 11 contains 11320 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 45836 members 
Mstep: Class 19 contains 16076 members 
Mstep: Class 20 contains 775 members 
Mstep: Class 21 contains 156666 members 
Mstep: Class 22 contains 16706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70716016.000000 Penalty: 53003.992188
Iteration 14Q: 17 clusters Score -7.071602e+07 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 3154 members 
Mstep: Class 4 contains 56598 members 
Mstep: Class 5 contains 1402 members 
Mstep: Class 6 contains 1002 members 
Mstep: Class 8 contains 7330 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 297738 members 
Mstep: Class 11 contains 10253 members 
Mstep: Class 13 contains 3890 members 
Mstep: Class 14 contains 3734 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 47470 members 
Mstep: Class 19 contains 16208 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 164170 members 
Mstep: Class 22 contains 16250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70718880.000000 Penalty: 53003.992188
Iteration 15Q: 17 clusters Score -7.071888e+07 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 4 contains 55870 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 972 members 
Mstep: Class 8 contains 7922 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 290514 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 13 contains 3906 members 
Mstep: Class 14 contains 3709 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 48774 members 
Mstep: Class 19 contains 16297 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 171427 members 
Mstep: Class 22 contains 15848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70721480.000000 Penalty: 53003.992188
Iteration 16Q: 17 clusters Score -7.072148e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 3344 members 
Mstep: Class 4 contains 55238 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 8 contains 8412 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 283622 members 
Mstep: Class 11 contains 8422 members 
Mstep: Class 13 contains 3915 members 
Mstep: Class 14 contains 3714 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 49880 members 
Mstep: Class 19 contains 16398 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 178393 members 
Mstep: Class 22 contains 15501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70723432.000000 Penalty: 53003.992188
Iteration 17Q: 17 clusters Score -7.072343e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 3412 members 
Mstep: Class 4 contains 54651 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 934 members 
Mstep: Class 8 contains 8839 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 277015 members 
Mstep: Class 11 contains 7625 members 
Mstep: Class 13 contains 3938 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 17 contains 1355 members 
Mstep: Class 18 contains 50729 members 
Mstep: Class 19 contains 16457 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 185271 members 
Mstep: Class 22 contains 15190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70725432.000000 Penalty: 53003.992188
Iteration 18Q: 17 clusters Score -7.072543e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 3471 members 
Mstep: Class 4 contains 54042 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 911 members 
Mstep: Class 8 contains 9256 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 270999 members 
Mstep: Class 11 contains 6852 members 
Mstep: Class 13 contains 3988 members 
Mstep: Class 14 contains 3757 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 51411 members 
Mstep: Class 19 contains 16484 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 191690 members 
Mstep: Class 22 contains 14926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70726792.000000 Penalty: 53003.992188
Iteration 19Q: 17 clusters Score -7.072679e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 3520 members 
Mstep: Class 4 contains 53520 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 895 members 
Mstep: Class 8 contains 9640 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 265417 members 
Mstep: Class 11 contains 6196 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 51933 members 
Mstep: Class 19 contains 16502 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 197678 members 
Mstep: Class 22 contains 14681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70728560.000000 Penalty: 53003.992188
Iteration 20F: 17 clusters Score -7.072856e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3555 members 
Mstep: Class 4 contains 52970 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 8 contains 10080 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 260467 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 13 contains 4066 members 
Mstep: Class 14 contains 3807 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 52303 members 
Mstep: Class 19 contains 16511 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 203018 members 
Mstep: Class 22 contains 14497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70729624.000000 Penalty: 53003.992188
Iteration 21Q: 17 clusters Score -7.072962e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3578 members 
Mstep: Class 4 contains 52428 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 852 members 
Mstep: Class 8 contains 10500 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 256150 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 13 contains 4101 members 
Mstep: Class 14 contains 3845 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 52520 members 
Mstep: Class 19 contains 16525 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 207810 members 
Mstep: Class 22 contains 14378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70731120.000000 Penalty: 53003.992188
Iteration 22Q: 17 clusters Score -7.073112e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3599 members 
Mstep: Class 4 contains 51916 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 8 contains 10918 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 252416 members 
Mstep: Class 11 contains 4575 members 
Mstep: Class 13 contains 4145 members 
Mstep: Class 14 contains 3872 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 52639 members 
Mstep: Class 19 contains 16537 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 212048 members 
Mstep: Class 22 contains 14267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70732664.000000 Penalty: 53003.992188
Iteration 23Q: 17 clusters Score -7.073266e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3613 members 
Mstep: Class 4 contains 51489 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 8 contains 11305 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 249127 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 13 contains 4187 members 
Mstep: Class 14 contains 3895 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 52700 members 
Mstep: Class 19 contains 16532 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 215806 members 
Mstep: Class 22 contains 14179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70734320.000000 Penalty: 53003.992188
Iteration 24Q: 17 clusters Score -7.073432e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3620 members 
Mstep: Class 4 contains 51076 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 8 contains 11717 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 246489 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 13 contains 4243 members 
Mstep: Class 14 contains 3929 members 
Mstep: Class 17 contains 1403 members 
Mstep: Class 18 contains 52718 members 
Mstep: Class 19 contains 16535 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 218823 members 
Mstep: Class 22 contains 14129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70736040.000000 Penalty: 53003.992188
Iteration 25Q: 17 clusters Score -7.073604e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3625 members 
Mstep: Class 4 contains 50669 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 12148 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 244578 members 
Mstep: Class 11 contains 3294 members 
Mstep: Class 13 contains 4284 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 52679 members 
Mstep: Class 19 contains 16549 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 221120 members 
Mstep: Class 22 contains 14084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70737416.000000 Penalty: 53003.992188
Iteration 26Q: 17 clusters Score -7.073742e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3631 members 
Mstep: Class 4 contains 50288 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 12548 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 243251 members 
Mstep: Class 11 contains 2941 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 3987 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 52607 members 
Mstep: Class 19 contains 16561 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 222818 members 
Mstep: Class 22 contains 14043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70738480.000000 Penalty: 53003.992188
Iteration 27Q: 17 clusters Score -7.073848e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 4 contains 49983 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 12928 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 242372 members 
Mstep: Class 11 contains 2620 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 3999 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 52572 members 
Mstep: Class 19 contains 16611 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 223877 members 
Mstep: Class 22 contains 14024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70740072.000000 Penalty: 53003.992188
Iteration 28Q: 17 clusters Score -7.074007e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3651 members 
Mstep: Class 4 contains 49667 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 242159 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 13 contains 4483 members 
Mstep: Class 14 contains 4026 members 
Mstep: Class 17 contains 1326 members 
Mstep: Class 18 contains 52549 members 
Mstep: Class 19 contains 16661 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 224243 members 
Mstep: Class 22 contains 13987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70740928.000000 Penalty: 53003.992188
Iteration 29Q: 17 clusters Score -7.074093e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3663 members 
Mstep: Class 4 contains 49404 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 13603 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 242554 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 13 contains 4554 members 
Mstep: Class 14 contains 4015 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 18 contains 52525 members 
Mstep: Class 19 contains 16722 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 223936 members 
Mstep: Class 22 contains 13967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70742392.000000 Penalty: 53003.992188
Iteration 30Q: 17 clusters Score -7.074239e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 4 contains 49112 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 13887 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 243415 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 4012 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 52485 members 
Mstep: Class 19 contains 16779 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 223184 members 
Mstep: Class 22 contains 13973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70743328.000000 Penalty: 53003.992188
Iteration 31Q: 17 clusters Score -7.074333e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 4 contains 48832 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 14161 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 244639 members 
Mstep: Class 11 contains 1704 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 4010 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 52460 members 
Mstep: Class 19 contains 16834 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 222042 members 
Mstep: Class 22 contains 14005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70744008.000000 Penalty: 53003.992188
Iteration 32Q: 17 clusters Score -7.074401e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3709 members 
Mstep: Class 4 contains 48587 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 14407 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 246181 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 13 contains 4796 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 52417 members 
Mstep: Class 19 contains 16894 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 220532 members 
Mstep: Class 22 contains 14039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70745232.000000 Penalty: 53003.992188
Iteration 33Q: 17 clusters Score -7.074523e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 4 contains 48411 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 14582 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 247818 members 
Mstep: Class 11 contains 1391 members 
Mstep: Class 13 contains 4880 members 
Mstep: Class 14 contains 3930 members 
Mstep: Class 17 contains 1287 members 
Mstep: Class 18 contains 52347 members 
Mstep: Class 19 contains 16971 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 218964 members 
Mstep: Class 22 contains 14077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746088.000000 Penalty: 53003.992188
Iteration 34Q: 17 clusters Score -7.074609e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 4 contains 48271 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 14738 members 
Mstep: Class 9 contains 1432 members 
Mstep: Class 10 contains 249657 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 13 contains 4961 members 
Mstep: Class 14 contains 3886 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 52225 members 
Mstep: Class 19 contains 17010 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 217228 members 
Mstep: Class 22 contains 14127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70746496.000000 Penalty: 53003.992188
Iteration 35Q: 17 clusters Score -7.07465e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 4 contains 48125 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 14872 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 251494 members 
Mstep: Class 11 contains 1149 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 3862 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 52108 members 
Mstep: Class 19 contains 17069 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 215471 members 
Mstep: Class 22 contains 14163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747264.000000 Penalty: 53003.992188
Iteration 36Q: 17 clusters Score -7.074726e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3780 members 
Mstep: Class 4 contains 47991 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 15002 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 253340 members 
Mstep: Class 11 contains 1054 members 
Mstep: Class 13 contains 5116 members 
Mstep: Class 14 contains 3831 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 51996 members 
Mstep: Class 19 contains 17133 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 213667 members 
Mstep: Class 22 contains 14200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70747688.000000 Penalty: 53003.992188
Iteration 37Q: 17 clusters Score -7.074769e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3801 members 
Mstep: Class 4 contains 47867 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 15088 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 255147 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 13 contains 5212 members 
Mstep: Class 14 contains 3801 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 51885 members 
Mstep: Class 19 contains 17194 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 211897 members 
Mstep: Class 22 contains 14233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70748592.000000 Penalty: 53003.992188
Iteration 38Q: 17 clusters Score -7.074859e+07 nChanged 4424
Entering ConstructFrom: 
Score: -70748592.000000 Penalty: 53003.992188
Entering ConstructFrom: 
Trying to split cluster 2 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -417427.125000 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -417427.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -413691.625000 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -413691.6 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -414717.687500 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -414717.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -415036.781250 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -415036.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -415226.062500 Penalty: 4091.140625
	Iteration 3F: 3 clusters Score -415226.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -415373.312500 Penalty: 4091.140625
	Iteration 4F: 3 clusters Score -415373.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -415480.281250 Penalty: 4091.140625
	Iteration 5Q: 3 clusters Score -415480.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -415551.750000 Penalty: 4091.140625
	Iteration 6Q: 3 clusters Score -415551.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -415618.156250 Penalty: 4091.140625
	Iteration 7Q: 3 clusters Score -415618.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -415681.906250 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -415681.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -415739.593750 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -415739.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -415786.968750 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -415787 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -415817.406250 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -415817.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -415834.375000 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -415834.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -415847.875000 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -415847.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -415865.000000 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -415865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -415880.906250 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -415880.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -415898.343750 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -415898.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -415913.468750 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -415913.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -415926.781250 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -415926.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -415935.656250 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -415935.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -415940.218750 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -415940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -415946.812500 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -415946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -415950.781250 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -415950.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -415956.281250 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -415956.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -415959.312500 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -415959.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -415961.281250 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -415961.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -415964.687500 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -415964.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -415968.468750 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -415968.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -415969.656250 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -415969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -415970.750000 Penalty: 4091.140625
	Iteration 29Q: 3 clusters Score -415970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -415971.937500 Penalty: 4091.140625
	Iteration 30Q: 3 clusters Score -415971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -415972.687500 Penalty: 4091.140625
	Iteration 31Q: 3 clusters Score -415972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -415974.031250 Penalty: 4091.140625
	Iteration 32Q: 3 clusters Score -415974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -415975.062500 Penalty: 4091.140625
	Iteration 33Q: 3 clusters Score -415975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -415975.343750 Penalty: 4091.140625
	Iteration 34Q: 3 clusters Score -415975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -415978.656250 Penalty: 4091.140625
	Iteration 35Q: 3 clusters Score -415978.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -415978.531250 Penalty: 4091.140625
	Iteration 36Q: 3 clusters Score -415978.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -415978.531250 Penalty: 4091.140625
	Iteration 37F: 3 clusters Score -415978.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Entering Unmasked Estep 
Score: -5326087.000000 Penalty: 2671.808350
	Iteration 0F: 2 clusters Score -5326087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -5293857.500000 Penalty: 5343.616699
	Iteration 0F: 3 clusters Score -5293858 nChanged 22076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -5305831.500000 Penalty: 5343.616699
	Iteration 1F: 3 clusters Score -5305832 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -5306527.000000 Penalty: 5343.616699
	Iteration 2Q: 3 clusters Score -5306527 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -5307445.000000 Penalty: 5343.616699
	Iteration 3Q: 3 clusters Score -5307445 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -5308906.000000 Penalty: 5343.616699
	Iteration 4F: 3 clusters Score -5308906 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -5311017.500000 Penalty: 5343.616699
	Iteration 5F: 3 clusters Score -5311018 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -5314079.500000 Penalty: 5343.616699
	Iteration 6F: 3 clusters Score -5314080 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -5317446.500000 Penalty: 5343.616699
	Iteration 7F: 3 clusters Score -5317446 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -5320361.500000 Penalty: 5343.616699
	Iteration 8F: 3 clusters Score -5320362 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -5322350.500000 Penalty: 5343.616699
	Iteration 9Q: 3 clusters Score -5322350 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -5323293.000000 Penalty: 5343.616699
	Iteration 10Q: 3 clusters Score -5323293 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -5323629.000000 Penalty: 5343.616699
	Iteration 11Q: 3 clusters Score -5323629 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -5323789.000000 Penalty: 5343.616699
	Iteration 12Q: 3 clusters Score -5323789 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -5323868.500000 Penalty: 5343.616699
	Iteration 13Q: 3 clusters Score -5323868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -5323916.000000 Penalty: 5343.616699
	Iteration 14Q: 3 clusters Score -5323916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -5323949.000000 Penalty: 5343.616699
	Iteration 15Q: 3 clusters Score -5323949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -5323960.500000 Penalty: 5343.616699
	Iteration 16Q: 3 clusters Score -5323960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -5323975.000000 Penalty: 5343.616699
	Iteration 17Q: 3 clusters Score -5323975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -5323983.500000 Penalty: 5343.616699
	Iteration 18Q: 3 clusters Score -5323984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -5323987.500000 Penalty: 5343.616699
	Iteration 19Q: 3 clusters Score -5323988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -5323995.000000 Penalty: 5343.616699
	Iteration 20F: 3 clusters Score -5323995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -5324001.500000 Penalty: 5343.616699
	Iteration 21Q: 3 clusters Score -5324002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -5324008.500000 Penalty: 5343.616699
	Iteration 22Q: 3 clusters Score -5324008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -5324011.000000 Penalty: 5343.616699
	Iteration 23Q: 3 clusters Score -5324011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -5324017.500000 Penalty: 5343.616699
	Iteration 24Q: 3 clusters Score -5324018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -5324014.500000 Penalty: 5343.616699
	Iteration 25Q: 3 clusters Score -5324014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -5324020.000000 Penalty: 5343.616699
	Iteration 26Q: 3 clusters Score -5324020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -5324021.500000 Penalty: 5343.616699
	Iteration 27Q: 3 clusters Score -5324022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -5324025.000000 Penalty: 5343.616699
	Iteration 28Q: 3 clusters Score -5324025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -5324023.000000 Penalty: 5343.616699
	Iteration 29Q: 3 clusters Score -5324023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -5324021.500000 Penalty: 5343.616699
	Iteration 30Q: 3 clusters Score -5324022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -5324025.000000 Penalty: 5343.616699
	Iteration 31Q: 3 clusters Score -5324025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -5324025.000000 Penalty: 5343.616699
	Iteration 32F: 3 clusters Score -5324025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -141446.531250 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -141446.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139391.875000 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -139391.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -140504.093750 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -140504.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -142191.718750 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -142191.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -143626.562500 Penalty: 3592.782471
	Iteration 3F: 3 clusters Score -143626.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -144191.781250 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -144191.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -144858.171875 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -144858.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -146464.703125 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -146464.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -146464.703125 Penalty: 3592.782471
	Iteration 7F: 3 clusters Score -146464.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3821 members 
Mstep: Class 4 contains 47735 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 15123 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 257086 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 51765 members 
Mstep: Class 19 contains 17257 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 210033 members 
Mstep: Class 22 contains 14278 members 
Entering Unmasked Estep 
Score: -70752056.000000 Penalty: 56316.738281
Splitting cluster 5 changes total score from -70748592.000000 to -70752056.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -86762.984375 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -86762.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85093.640625 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -85093.64 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85356.132812 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -85356.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85438.515625 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -85438.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85468.335938 Penalty: 3296.609619
	Iteration 3Q: 3 clusters Score -85468.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -85494.968750 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -85494.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85511.460938 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -85511.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85521.414062 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -85521.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85528.492188 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -85528.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85536.195312 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -85536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85544.109375 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -85544.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -85559.523438 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -85559.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -85578.359375 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -85578.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85583.648438 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -85583.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85587.679688 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -85587.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85588.796875 Penalty: 3296.609619
	Iteration 14Q: 3 clusters Score -85588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85589.664062 Penalty: 3296.609619
	Iteration 15Q: 3 clusters Score -85589.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85591.265625 Penalty: 3296.609619
	Iteration 16Q: 3 clusters Score -85591.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85591.265625 Penalty: 3296.609619
	Iteration 17F: 3 clusters Score -85591.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Entering Unmasked Estep 
Score: -1751131.000000 Penalty: 2386.745117
	Iteration 0F: 2 clusters Score -1751131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1740163.125000 Penalty: 4773.490234
	Iteration 0F: 3 clusters Score -1740163 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1743782.000000 Penalty: 4773.490234
	Iteration 1F: 3 clusters Score -1743782 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1744333.000000 Penalty: 4773.490234
	Iteration 2F: 3 clusters Score -1744333 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1744961.375000 Penalty: 4773.490234
	Iteration 3F: 3 clusters Score -1744961 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1745607.500000 Penalty: 4773.490234
	Iteration 4F: 3 clusters Score -1745608 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1746184.125000 Penalty: 4773.490234
	Iteration 5F: 3 clusters Score -1746184 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1746644.375000 Penalty: 4773.490234
	Iteration 6F: 3 clusters Score -1746644 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1747005.000000 Penalty: 4773.490234
	Iteration 7Q: 3 clusters Score -1747005 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1747272.125000 Penalty: 4773.490234
	Iteration 8Q: 3 clusters Score -1747272 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1747472.375000 Penalty: 4773.490234
	Iteration 9Q: 3 clusters Score -1747472 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1747632.500000 Penalty: 4773.490234
	Iteration 10Q: 3 clusters Score -1747632 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1747747.500000 Penalty: 4773.490234
	Iteration 11Q: 3 clusters Score -1747748 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1747826.875000 Penalty: 4773.490234
	Iteration 12Q: 3 clusters Score -1747827 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1747876.250000 Penalty: 4773.490234
	Iteration 13Q: 3 clusters Score -1747876 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1747924.375000 Penalty: 4773.490234
	Iteration 14Q: 3 clusters Score -1747924 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1747958.375000 Penalty: 4773.490234
	Iteration 15Q: 3 clusters Score -1747958 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1747993.750000 Penalty: 4773.490234
	Iteration 16Q: 3 clusters Score -1747994 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1748018.625000 Penalty: 4773.490234
	Iteration 17Q: 3 clusters Score -1748019 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1748037.500000 Penalty: 4773.490234
	Iteration 18Q: 3 clusters Score -1748038 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1748066.375000 Penalty: 4773.490234
	Iteration 19Q: 3 clusters Score -1748066 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1748099.750000 Penalty: 4773.490234
	Iteration 20F: 3 clusters Score -1748100 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1748122.375000 Penalty: 4773.490234
	Iteration 21Q: 3 clusters Score -1748122 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1748149.375000 Penalty: 4773.490234
	Iteration 22Q: 3 clusters Score -1748149 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1748181.375000 Penalty: 4773.490234
	Iteration 23Q: 3 clusters Score -1748181 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1748216.500000 Penalty: 4773.490234
	Iteration 24Q: 3 clusters Score -1748216 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1748247.125000 Penalty: 4773.490234
	Iteration 25Q: 3 clusters Score -1748247 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1748285.250000 Penalty: 4773.490234
	Iteration 26Q: 3 clusters Score -1748285 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1748313.000000 Penalty: 4773.490234
	Iteration 27Q: 3 clusters Score -1748313 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1748349.000000 Penalty: 4773.490234
	Iteration 28Q: 3 clusters Score -1748349 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1748397.750000 Penalty: 4773.490234
	Iteration 29Q: 3 clusters Score -1748398 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1748445.250000 Penalty: 4773.490234
	Iteration 30Q: 3 clusters Score -1748445 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1748494.375000 Penalty: 4773.490234
	Iteration 31Q: 3 clusters Score -1748494 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1748542.250000 Penalty: 4773.490234
	Iteration 32Q: 3 clusters Score -1748542 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1748594.250000 Penalty: 4773.490234
	Iteration 33Q: 3 clusters Score -1748594 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1748657.500000 Penalty: 4773.490234
	Iteration 34Q: 3 clusters Score -1748658 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1748723.750000 Penalty: 4773.490234
	Iteration 35Q: 3 clusters Score -1748724 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1748803.375000 Penalty: 4773.490234
	Iteration 36Q: 3 clusters Score -1748803 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1748884.875000 Penalty: 4773.490234
	Iteration 37Q: 3 clusters Score -1748885 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1748967.125000 Penalty: 4773.490234
	Iteration 38Q: 3 clusters Score -1748967 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1749046.125000 Penalty: 4773.490234
	Iteration 39Q: 3 clusters Score -1749046 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1749107.000000 Penalty: 4773.490234
	Iteration 40F: 3 clusters Score -1749107 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1749169.875000 Penalty: 4773.490234
	Iteration 41Q: 3 clusters Score -1749170 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1749235.375000 Penalty: 4773.490234
	Iteration 42Q: 3 clusters Score -1749235 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1749302.125000 Penalty: 4773.490234
	Iteration 43Q: 3 clusters Score -1749302 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1749371.750000 Penalty: 4773.490234
	Iteration 44Q: 3 clusters Score -1749372 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1749426.000000 Penalty: 4773.490234
	Iteration 45Q: 3 clusters Score -1749426 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1749478.750000 Penalty: 4773.490234
	Iteration 46Q: 3 clusters Score -1749479 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1749544.125000 Penalty: 4773.490234
	Iteration 47Q: 3 clusters Score -1749544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1749582.250000 Penalty: 4773.490234
	Iteration 48Q: 3 clusters Score -1749582 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1749621.875000 Penalty: 4773.490234
	Iteration 49Q: 3 clusters Score -1749622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1749665.000000 Penalty: 4773.490234
	Iteration 50Q: 3 clusters Score -1749665 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1749711.000000 Penalty: 4773.490234
	Iteration 51Q: 3 clusters Score -1749711 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1749762.750000 Penalty: 4773.490234
	Iteration 52Q: 3 clusters Score -1749763 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1749811.125000 Penalty: 4773.490234
	Iteration 53Q: 3 clusters Score -1749811 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1749856.000000 Penalty: 4773.490234
	Iteration 54Q: 3 clusters Score -1749856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1749891.750000 Penalty: 4773.490234
	Iteration 55Q: 3 clusters Score -1749892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1749915.375000 Penalty: 4773.490234
	Iteration 56Q: 3 clusters Score -1749915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1749938.500000 Penalty: 4773.490234
	Iteration 57Q: 3 clusters Score -1749938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1749952.250000 Penalty: 4773.490234
	Iteration 58Q: 3 clusters Score -1749952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1749959.000000 Penalty: 4773.490234
	Iteration 59Q: 3 clusters Score -1749959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1749967.125000 Penalty: 4773.490234
	Iteration 60F: 3 clusters Score -1749967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1749973.500000 Penalty: 4773.490234
	Iteration 61Q: 3 clusters Score -1749974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1749975.250000 Penalty: 4773.490234
	Iteration 62Q: 3 clusters Score -1749975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1749977.750000 Penalty: 4773.490234
	Iteration 63Q: 3 clusters Score -1749978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1749981.625000 Penalty: 4773.490234
	Iteration 64Q: 3 clusters Score -1749982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1749990.875000 Penalty: 4773.490234
	Iteration 65Q: 3 clusters Score -1749991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1749990.625000 Penalty: 4773.490234
	Iteration 66Q: 3 clusters Score -1749991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1749995.125000 Penalty: 4773.490234
	Iteration 67Q: 3 clusters Score -1749995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1749995.125000 Penalty: 4773.490234
	Iteration 68F: 3 clusters Score -1749995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -137474.359375 Penalty: 1801.999878
	Iteration 0F: 2 clusters Score -137474.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -135274.281250 Penalty: 3603.999756
	Iteration 0F: 3 clusters Score -135274.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -135968.296875 Penalty: 3603.999756
	Iteration 1F: 3 clusters Score -135968.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -136580.640625 Penalty: 3603.999756
	Iteration 2F: 3 clusters Score -136580.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137255.406250 Penalty: 3603.999756
	Iteration 3F: 3 clusters Score -137255.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137691.187500 Penalty: 3603.999756
	Iteration 4F: 3 clusters Score -137691.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -137899.406250 Penalty: 3603.999756
	Iteration 5Q: 3 clusters Score -137899.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -138009.984375 Penalty: 3603.999756
	Iteration 6Q: 3 clusters Score -138010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -138029.906250 Penalty: 3603.999756
	Iteration 7Q: 3 clusters Score -138029.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -138043.953125 Penalty: 3603.999756
	Iteration 8Q: 3 clusters Score -138044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -138061.140625 Penalty: 3603.999756
	Iteration 9Q: 3 clusters Score -138061.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -138072.000000 Penalty: 3603.999756
	Iteration 10Q: 3 clusters Score -138072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -138078.828125 Penalty: 3603.999756
	Iteration 11Q: 3 clusters Score -138078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -138092.656250 Penalty: 3603.999756
	Iteration 12Q: 3 clusters Score -138092.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -138124.546875 Penalty: 3603.999756
	Iteration 13Q: 3 clusters Score -138124.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -138150.953125 Penalty: 3603.999756
	Iteration 14Q: 3 clusters Score -138151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -138165.921875 Penalty: 3603.999756
	Iteration 15Q: 3 clusters Score -138165.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -138179.734375 Penalty: 3603.999756
	Iteration 16Q: 3 clusters Score -138179.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -138182.765625 Penalty: 3603.999756
	Iteration 17Q: 3 clusters Score -138182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -138186.515625 Penalty: 3603.999756
	Iteration 18Q: 3 clusters Score -138186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -138186.515625 Penalty: 3603.999756
	Iteration 19F: 3 clusters Score -138186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3821 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 47735 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 15123 members 
Mstep: Class 9 contains 845 members 
Mstep: Class 10 contains 257086 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 51765 members 
Mstep: Class 19 contains 17257 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 210033 members 
Mstep: Class 22 contains 14278 members 
Entering Unmasked Estep 
Score: -70751240.000000 Penalty: 59629.488281
Splitting cluster 9 changes total score from -70748592.000000 to -70751240.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 10 (257086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257086 members 
Entering Unmasked Estep 
Score: -29265996.000000 Penalty: 3089.377197
	Iteration 0F: 2 clusters Score -2.9266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128582 members 
Mstep: Class 2 contains 128504 members 
Entering Unmasked Estep 
Score: -29103036.000000 Penalty: 6178.754395
	Iteration 0F: 3 clusters Score -2.910304e+07 nChanged 124722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131168 members 
Mstep: Class 2 contains 125918 members 
Entering Unmasked Estep 
Score: -29176534.000000 Penalty: 6178.754395
	Iteration 1F: 3 clusters Score -2.917653e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133013 members 
Mstep: Class 2 contains 124073 members 
Entering Unmasked Estep 
Score: -29177612.000000 Penalty: 6178.754395
	Iteration 2Q: 3 clusters Score -2.917761e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135823 members 
Mstep: Class 2 contains 121263 members 
Entering Unmasked Estep 
Score: -29178864.000000 Penalty: 6178.754395
	Iteration 3Q: 3 clusters Score -2.917886e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140013 members 
Mstep: Class 2 contains 117073 members 
Entering Unmasked Estep 
Score: -29180412.000000 Penalty: 6178.754395
	Iteration 4Q: 3 clusters Score -2.918041e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146367 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -29183136.000000 Penalty: 6178.754395
	Iteration 5Q: 3 clusters Score -2.918314e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155645 members 
Mstep: Class 2 contains 101441 members 
Entering Unmasked Estep 
Score: -29187578.000000 Penalty: 6178.754395
	Iteration 6Q: 3 clusters Score -2.918758e+07 nChanged 14380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 88393 members 
Entering Unmasked Estep 
Score: -29195144.000000 Penalty: 6178.754395
	Iteration 7F: 3 clusters Score -2.919514e+07 nChanged 17820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185735 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -29207294.000000 Penalty: 6178.754395
	Iteration 8F: 3 clusters Score -2.920729e+07 nChanged 20409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205760 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -29223552.000000 Penalty: 6178.754395
	Iteration 9F: 3 clusters Score -2.922355e+07 nChanged 19037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224611 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -29239342.000000 Penalty: 6178.754395
	Iteration 10F: 3 clusters Score -2.923934e+07 nChanged 14402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238969 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -29250728.000000 Penalty: 6178.754395
	Iteration 11F: 3 clusters Score -2.925073e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247895 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -29257404.000000 Penalty: 6178.754395
	Iteration 12Q: 3 clusters Score -2.92574e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252595 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -29260520.000000 Penalty: 6178.754395
	Iteration 13Q: 3 clusters Score -2.926052e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254806 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -29262100.000000 Penalty: 6178.754395
	Iteration 14Q: 3 clusters Score -2.92621e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255747 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -29262716.000000 Penalty: 6178.754395
	Iteration 15Q: 3 clusters Score -2.926272e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256144 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -29262974.000000 Penalty: 6178.754395
	Iteration 16Q: 3 clusters Score -2.926297e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256328 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -29263144.000000 Penalty: 6178.754395
	Iteration 17Q: 3 clusters Score -2.926314e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256428 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -29263244.000000 Penalty: 6178.754395
	Iteration 18Q: 3 clusters Score -2.926324e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256488 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -29263292.000000 Penalty: 6178.754395
	Iteration 19Q: 3 clusters Score -2.926329e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256517 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -29263284.000000 Penalty: 6178.754395
	Iteration 20F: 3 clusters Score -2.926328e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256533 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -29263314.000000 Penalty: 6178.754395
	Iteration 21Q: 3 clusters Score -2.926331e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256541 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -29263326.000000 Penalty: 6178.754395
	Iteration 22Q: 3 clusters Score -2.926333e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256558 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -29263366.000000 Penalty: 6178.754395
	Iteration 23Q: 3 clusters Score -2.926337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256567 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -29263398.000000 Penalty: 6178.754395
	Iteration 24Q: 3 clusters Score -2.92634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256581 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -29263396.000000 Penalty: 6178.754395
	Iteration 25Q: 3 clusters Score -2.92634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256601 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -29263424.000000 Penalty: 6178.754395
	Iteration 26Q: 3 clusters Score -2.926342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256609 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -29263436.000000 Penalty: 6178.754395
	Iteration 27Q: 3 clusters Score -2.926344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256614 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -29263420.000000 Penalty: 6178.754395
	Iteration 28Q: 3 clusters Score -2.926342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256616 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -29263428.000000 Penalty: 6178.754395
	Iteration 29Q: 3 clusters Score -2.926343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256614 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -29263414.000000 Penalty: 6178.754395
	Iteration 30Q: 3 clusters Score -2.926341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256615 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -29263434.000000 Penalty: 6178.754395
	Iteration 31Q: 3 clusters Score -2.926343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256613 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -29263426.000000 Penalty: 6178.754395
	Iteration 32Q: 3 clusters Score -2.926343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256614 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -29263444.000000 Penalty: 6178.754395
	Iteration 33Q: 3 clusters Score -2.926344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256614 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -29263466.000000 Penalty: 6178.754395
	Iteration 34Q: 3 clusters Score -2.926347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256612 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -29263460.000000 Penalty: 6178.754395
	Iteration 35Q: 3 clusters Score -2.926346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256612 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -29263454.000000 Penalty: 6178.754395
	Iteration 36Q: 3 clusters Score -2.926345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256613 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -29263458.000000 Penalty: 6178.754395
	Iteration 37Q: 3 clusters Score -2.926346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256613 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -29263458.000000 Penalty: 6178.754395
	Iteration 38F: 3 clusters Score -2.926346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -103389.460938 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -103389.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -101474.109375 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -101474.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -101773.914062 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -101773.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -101862.312500 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -101862.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -101904.507812 Penalty: 3395.028320
	Iteration 3Q: 3 clusters Score -101904.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -101946.382812 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -101946.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -101973.945312 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -101973.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -101993.679688 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -101993.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -102016.585938 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -102016.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -102030.945312 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -102030.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -102049.156250 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -102049.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -102086.171875 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -102086.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -102137.406250 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -102137.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -102193.562500 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -102193.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -102260.250000 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -102260.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -102405.781250 Penalty: 3395.028320
	Iteration 14Q: 3 clusters Score -102405.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -102581.156250 Penalty: 3395.028320
	Iteration 15Q: 3 clusters Score -102581.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -102689.867188 Penalty: 3395.028320
	Iteration 16Q: 3 clusters Score -102689.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -102781.789062 Penalty: 3395.028320
	Iteration 17Q: 3 clusters Score -102781.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -102855.296875 Penalty: 3395.028320
	Iteration 18Q: 3 clusters Score -102855.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -102900.882812 Penalty: 3395.028320
	Iteration 19Q: 3 clusters Score -102900.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -102938.500000 Penalty: 3395.028320
	Iteration 20F: 3 clusters Score -102938.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -102968.421875 Penalty: 3395.028320
	Iteration 21Q: 3 clusters Score -102968.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -102990.632812 Penalty: 3395.028320
	Iteration 22Q: 3 clusters Score -102990.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -103003.984375 Penalty: 3395.028320
	Iteration 23Q: 3 clusters Score -103004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -103013.046875 Penalty: 3395.028320
	Iteration 24Q: 3 clusters Score -103013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -103014.703125 Penalty: 3395.028320
	Iteration 25Q: 3 clusters Score -103014.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -103014.703125 Penalty: 3395.028320
	Iteration 26F: 3 clusters Score -103014.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Entering Unmasked Estep 
Score: -608700.312500 Penalty: 2127.275391
	Iteration 0F: 2 clusters Score -608700.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -603999.750000 Penalty: 4254.550781
	Iteration 0F: 3 clusters Score -603999.8 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -605139.187500 Penalty: 4254.550781
	Iteration 1F: 3 clusters Score -605139.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -605435.125000 Penalty: 4254.550781
	Iteration 2F: 3 clusters Score -605435.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -605980.500000 Penalty: 4254.550781
	Iteration 3F: 3 clusters Score -605980.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -607179.687500 Penalty: 4254.550781
	Iteration 4F: 3 clusters Score -607179.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -608181.625000 Penalty: 4254.550781
	Iteration 5F: 3 clusters Score -608181.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -608828.687500 Penalty: 4254.550781
	Iteration 6F: 3 clusters Score -608828.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -609215.937500 Penalty: 4254.550781
	Iteration 7F: 3 clusters Score -609215.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -609398.562500 Penalty: 4254.550781
	Iteration 8Q: 3 clusters Score -609398.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -609469.437500 Penalty: 4254.550781
	Iteration 9Q: 3 clusters Score -609469.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -609522.250000 Penalty: 4254.550781
	Iteration 10Q: 3 clusters Score -609522.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -609557.125000 Penalty: 4254.550781
	Iteration 11Q: 3 clusters Score -609557.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -609575.625000 Penalty: 4254.550781
	Iteration 12Q: 3 clusters Score -609575.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -609586.687500 Penalty: 4254.550781
	Iteration 13Q: 3 clusters Score -609586.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -609591.312500 Penalty: 4254.550781
	Iteration 14Q: 3 clusters Score -609591.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -609593.687500 Penalty: 4254.550781
	Iteration 15Q: 3 clusters Score -609593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -609596.250000 Penalty: 4254.550781
	Iteration 16Q: 3 clusters Score -609596.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -609597.937500 Penalty: 4254.550781
	Iteration 17Q: 3 clusters Score -609597.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -609600.562500 Penalty: 4254.550781
	Iteration 18Q: 3 clusters Score -609600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -609602.500000 Penalty: 4254.550781
	Iteration 19Q: 3 clusters Score -609602.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -609604.187500 Penalty: 4254.550781
	Iteration 20F: 3 clusters Score -609604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -609603.812500 Penalty: 4254.550781
	Iteration 21Q: 3 clusters Score -609603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -609605.250000 Penalty: 4254.550781
	Iteration 22Q: 3 clusters Score -609605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -609605.937500 Penalty: 4254.550781
	Iteration 23Q: 3 clusters Score -609605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -609608.375000 Penalty: 4254.550781
	Iteration 24Q: 3 clusters Score -609608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -609610.500000 Penalty: 4254.550781
	Iteration 25Q: 3 clusters Score -609610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -609612.000000 Penalty: 4254.550781
	Iteration 26Q: 3 clusters Score -609612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -609615.625000 Penalty: 4254.550781
	Iteration 27Q: 3 clusters Score -609615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -609618.125000 Penalty: 4254.550781
	Iteration 28Q: 3 clusters Score -609618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -609618.625000 Penalty: 4254.550781
	Iteration 29Q: 3 clusters Score -609618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -609623.375000 Penalty: 4254.550781
	Iteration 30Q: 3 clusters Score -609623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -609625.125000 Penalty: 4254.550781
	Iteration 31Q: 3 clusters Score -609625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -609626.812500 Penalty: 4254.550781
	Iteration 32Q: 3 clusters Score -609626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -609627.250000 Penalty: 4254.550781
	Iteration 33Q: 3 clusters Score -609627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -609631.250000 Penalty: 4254.550781
	Iteration 34Q: 3 clusters Score -609631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -609633.937500 Penalty: 4254.550781
	Iteration 35Q: 3 clusters Score -609633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -609639.500000 Penalty: 4254.550781
	Iteration 36Q: 3 clusters Score -609639.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -609641.125000 Penalty: 4254.550781
	Iteration 37Q: 3 clusters Score -609641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -609643.375000 Penalty: 4254.550781
	Iteration 38Q: 3 clusters Score -609643.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -609646.875000 Penalty: 4254.550781
	Iteration 39Q: 3 clusters Score -609646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -609647.562500 Penalty: 4254.550781
	Iteration 40F: 3 clusters Score -609647.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -609649.687500 Penalty: 4254.550781
	Iteration 41Q: 3 clusters Score -609649.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -609649.625000 Penalty: 4254.550781
	Iteration 42Q: 3 clusters Score -609649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -609650.000000 Penalty: 4254.550781
	Iteration 43Q: 3 clusters Score -609650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -609650.000000 Penalty: 4254.550781
	Iteration 44F: 3 clusters Score -609650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3821 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 47735 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 15123 members 
Mstep: Class 9 contains 845 members 
Mstep: Class 10 contains 257086 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 51765 members 
Mstep: Class 19 contains 17257 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 210033 members 
Mstep: Class 22 contains 14278 members 
Entering Unmasked Estep 
Score: -70750968.000000 Penalty: 62942.238281
Splitting cluster 13 changes total score from -70748592.000000 to -70750968.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 14 (3766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Entering Unmasked Estep 
Score: -401756.562500 Penalty: 2041.974609
	Iteration 0F: 2 clusters Score -401756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -398056.656250 Penalty: 4083.949219
	Iteration 0F: 3 clusters Score -398056.7 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -399015.531250 Penalty: 4083.949219
	Iteration 1F: 3 clusters Score -399015.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -399284.343750 Penalty: 4083.949219
	Iteration 2F: 3 clusters Score -399284.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -399473.656250 Penalty: 4083.949219
	Iteration 3F: 3 clusters Score -399473.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -399601.781250 Penalty: 4083.949219
	Iteration 4Q: 3 clusters Score -399601.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -399684.218750 Penalty: 4083.949219
	Iteration 5Q: 3 clusters Score -399684.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -399740.000000 Penalty: 4083.949219
	Iteration 6Q: 3 clusters Score -399740 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -399779.343750 Penalty: 4083.949219
	Iteration 7Q: 3 clusters Score -399779.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -399814.906250 Penalty: 4083.949219
	Iteration 8Q: 3 clusters Score -399814.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -399846.500000 Penalty: 4083.949219
	Iteration 9Q: 3 clusters Score -399846.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -399876.250000 Penalty: 4083.949219
	Iteration 10Q: 3 clusters Score -399876.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -399899.687500 Penalty: 4083.949219
	Iteration 11Q: 3 clusters Score -399899.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -399928.656250 Penalty: 4083.949219
	Iteration 12Q: 3 clusters Score -399928.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -399955.875000 Penalty: 4083.949219
	Iteration 13Q: 3 clusters Score -399955.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -399974.250000 Penalty: 4083.949219
	Iteration 14Q: 3 clusters Score -399974.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -399994.031250 Penalty: 4083.949219
	Iteration 15Q: 3 clusters Score -399994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -400009.781250 Penalty: 4083.949219
	Iteration 16Q: 3 clusters Score -400009.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -400028.406250 Penalty: 4083.949219
	Iteration 17Q: 3 clusters Score -400028.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -400047.375000 Penalty: 4083.949219
	Iteration 18Q: 3 clusters Score -400047.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -400070.000000 Penalty: 4083.949219
	Iteration 19Q: 3 clusters Score -400070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -400102.156250 Penalty: 4083.949219
	Iteration 20F: 3 clusters Score -400102.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -400136.437500 Penalty: 4083.949219
	Iteration 21Q: 3 clusters Score -400136.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -400174.000000 Penalty: 4083.949219
	Iteration 22Q: 3 clusters Score -400174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -400213.093750 Penalty: 4083.949219
	Iteration 23Q: 3 clusters Score -400213.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -400248.500000 Penalty: 4083.949219
	Iteration 24Q: 3 clusters Score -400248.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -400278.562500 Penalty: 4083.949219
	Iteration 25Q: 3 clusters Score -400278.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -400317.656250 Penalty: 4083.949219
	Iteration 26Q: 3 clusters Score -400317.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -400352.875000 Penalty: 4083.949219
	Iteration 27Q: 3 clusters Score -400352.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -400393.812500 Penalty: 4083.949219
	Iteration 28Q: 3 clusters Score -400393.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -400422.125000 Penalty: 4083.949219
	Iteration 29Q: 3 clusters Score -400422.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -400449.187500 Penalty: 4083.949219
	Iteration 30Q: 3 clusters Score -400449.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -400475.875000 Penalty: 4083.949219
	Iteration 31Q: 3 clusters Score -400475.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -400493.406250 Penalty: 4083.949219
	Iteration 32Q: 3 clusters Score -400493.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -400510.187500 Penalty: 4083.949219
	Iteration 33Q: 3 clusters Score -400510.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -400535.531250 Penalty: 4083.949219
	Iteration 34Q: 3 clusters Score -400535.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -400557.000000 Penalty: 4083.949219
	Iteration 35Q: 3 clusters Score -400557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -400572.562500 Penalty: 4083.949219
	Iteration 36Q: 3 clusters Score -400572.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -400594.531250 Penalty: 4083.949219
	Iteration 37Q: 3 clusters Score -400594.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -400616.812500 Penalty: 4083.949219
	Iteration 38Q: 3 clusters Score -400616.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -400638.468750 Penalty: 4083.949219
	Iteration 39Q: 3 clusters Score -400638.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -400660.125000 Penalty: 4083.949219
	Iteration 40F: 3 clusters Score -400660.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -400676.437500 Penalty: 4083.949219
	Iteration 41Q: 3 clusters Score -400676.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -400686.031250 Penalty: 4083.949219
	Iteration 42Q: 3 clusters Score -400686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -400692.187500 Penalty: 4083.949219
	Iteration 43Q: 3 clusters Score -400692.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -400696.781250 Penalty: 4083.949219
	Iteration 44Q: 3 clusters Score -400696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -400698.156250 Penalty: 4083.949219
	Iteration 45Q: 3 clusters Score -400698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -400699.781250 Penalty: 4083.949219
	Iteration 46Q: 3 clusters Score -400699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -400700.250000 Penalty: 4083.949219
	Iteration 47Q: 3 clusters Score -400700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -400703.125000 Penalty: 4083.949219
	Iteration 48Q: 3 clusters Score -400703.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -400708.156250 Penalty: 4083.949219
	Iteration 49Q: 3 clusters Score -400708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -400711.656250 Penalty: 4083.949219
	Iteration 50Q: 3 clusters Score -400711.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -400715.093750 Penalty: 4083.949219
	Iteration 51Q: 3 clusters Score -400715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -400714.531250 Penalty: 4083.949219
	Iteration 52Q: 3 clusters Score -400714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -400714.531250 Penalty: 4083.949219
	Iteration 53F: 3 clusters Score -400714.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -139273.359375 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -139273.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -137133.328125 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -137133.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -137498.765625 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -137498.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137620.093750 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -137620.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -137689.531250 Penalty: 3543.234375
	Iteration 3Q: 3 clusters Score -137689.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -137733.468750 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -137733.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -137763.796875 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -137763.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137777.781250 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -137777.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -137787.640625 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -137787.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -137794.578125 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -137794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -137800.812500 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -137800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -137808.265625 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -137808.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -137821.453125 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -137821.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -137840.828125 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -137840.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -137857.828125 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -137857.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -137871.765625 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -137871.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137889.718750 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -137889.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137912.312500 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -137912.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137935.953125 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -137936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137962.828125 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -137962.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -137992.937500 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -137992.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -138038.203125 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -138038.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -138076.140625 Penalty: 3543.234375
	Iteration 21Q: 3 clusters Score -138076.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -138112.281250 Penalty: 3543.234375
	Iteration 22Q: 3 clusters Score -138112.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -138144.140625 Penalty: 3543.234375
	Iteration 23Q: 3 clusters Score -138144.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -138196.468750 Penalty: 3543.234375
	Iteration 24Q: 3 clusters Score -138196.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -138284.656250 Penalty: 3543.234375
	Iteration 25Q: 3 clusters Score -138284.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -138360.656250 Penalty: 3543.234375
	Iteration 26Q: 3 clusters Score -138360.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -138469.203125 Penalty: 3543.234375
	Iteration 27Q: 3 clusters Score -138469.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138569.968750 Penalty: 3543.234375
	Iteration 28Q: 3 clusters Score -138570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -138645.265625 Penalty: 3543.234375
	Iteration 29Q: 3 clusters Score -138645.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -138725.609375 Penalty: 3543.234375
	Iteration 30Q: 3 clusters Score -138725.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -138765.343750 Penalty: 3543.234375
	Iteration 31Q: 3 clusters Score -138765.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -138782.593750 Penalty: 3543.234375
	Iteration 32Q: 3 clusters Score -138782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138789.890625 Penalty: 3543.234375
	Iteration 33Q: 3 clusters Score -138789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138794.500000 Penalty: 3543.234375
	Iteration 34Q: 3 clusters Score -138794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -138799.906250 Penalty: 3543.234375
	Iteration 35Q: 3 clusters Score -138799.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -138799.906250 Penalty: 3543.234375
	Iteration 36F: 3 clusters Score -138799.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Entering Unmasked Estep 
Score: -5904605.000000 Penalty: 2691.908447
	Iteration 0F: 2 clusters Score -5904605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -5869715.000000 Penalty: 5383.816895
	Iteration 0F: 3 clusters Score -5869715 nChanged 24003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -5883098.000000 Penalty: 5383.816895
	Iteration 1F: 3 clusters Score -5883098 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -5883807.500000 Penalty: 5383.816895
	Iteration 2Q: 3 clusters Score -5883808 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5884636.500000 Penalty: 5383.816895
	Iteration 3Q: 3 clusters Score -5884636 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -5885862.500000 Penalty: 5383.816895
	Iteration 4F: 3 clusters Score -5885862 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -5887835.500000 Penalty: 5383.816895
	Iteration 5F: 3 clusters Score -5887836 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -5890813.500000 Penalty: 5383.816895
	Iteration 6F: 3 clusters Score -5890814 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -5894212.000000 Penalty: 5383.816895
	Iteration 7F: 3 clusters Score -5894212 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -5897493.000000 Penalty: 5383.816895
	Iteration 8F: 3 clusters Score -5897493 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -5900099.500000 Penalty: 5383.816895
	Iteration 9Q: 3 clusters Score -5900100 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -5901629.000000 Penalty: 5383.816895
	Iteration 10Q: 3 clusters Score -5901629 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -5902213.500000 Penalty: 5383.816895
	Iteration 11Q: 3 clusters Score -5902214 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -5902462.500000 Penalty: 5383.816895
	Iteration 12Q: 3 clusters Score -5902462 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -5902566.500000 Penalty: 5383.816895
	Iteration 13Q: 3 clusters Score -5902566 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -5902632.500000 Penalty: 5383.816895
	Iteration 14Q: 3 clusters Score -5902632 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -5902674.500000 Penalty: 5383.816895
	Iteration 15Q: 3 clusters Score -5902674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -5902703.500000 Penalty: 5383.816895
	Iteration 16Q: 3 clusters Score -5902704 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -5902716.000000 Penalty: 5383.816895
	Iteration 17Q: 3 clusters Score -5902716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -5902738.000000 Penalty: 5383.816895
	Iteration 18Q: 3 clusters Score -5902738 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -5902761.000000 Penalty: 5383.816895
	Iteration 19Q: 3 clusters Score -5902761 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -5902766.000000 Penalty: 5383.816895
	Iteration 20F: 3 clusters Score -5902766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -5902779.000000 Penalty: 5383.816895
	Iteration 21Q: 3 clusters Score -5902779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -5902784.000000 Penalty: 5383.816895
	Iteration 22Q: 3 clusters Score -5902784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -5902795.000000 Penalty: 5383.816895
	Iteration 23Q: 3 clusters Score -5902795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -5902809.000000 Penalty: 5383.816895
	Iteration 24Q: 3 clusters Score -5902809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -5902803.500000 Penalty: 5383.816895
	Iteration 25Q: 3 clusters Score -5902804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -5902807.500000 Penalty: 5383.816895
	Iteration 26Q: 3 clusters Score -5902808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -5902812.500000 Penalty: 5383.816895
	Iteration 27Q: 3 clusters Score -5902812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -5902817.500000 Penalty: 5383.816895
	Iteration 28Q: 3 clusters Score -5902818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -5902816.000000 Penalty: 5383.816895
	Iteration 29Q: 3 clusters Score -5902816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -5902819.000000 Penalty: 5383.816895
	Iteration 30Q: 3 clusters Score -5902819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -5902819.500000 Penalty: 5383.816895
	Iteration 31Q: 3 clusters Score -5902820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -5902819.500000 Penalty: 5383.816895
	Iteration 32Q: 3 clusters Score -5902820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -5902823.500000 Penalty: 5383.816895
	Iteration 33Q: 3 clusters Score -5902824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -5902822.000000 Penalty: 5383.816895
	Iteration 34Q: 3 clusters Score -5902822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -5902831.500000 Penalty: 5383.816895
	Iteration 35Q: 3 clusters Score -5902832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -5902825.500000 Penalty: 5383.816895
	Iteration 36Q: 3 clusters Score -5902826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -5902831.500000 Penalty: 5383.816895
	Iteration 37Q: 3 clusters Score -5902832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -5902826.500000 Penalty: 5383.816895
	Iteration 38Q: 3 clusters Score -5902826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -5902835.000000 Penalty: 5383.816895
	Iteration 39Q: 3 clusters Score -5902835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -5902842.000000 Penalty: 5383.816895
	Iteration 40F: 3 clusters Score -5902842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -5902847.500000 Penalty: 5383.816895
	Iteration 41Q: 3 clusters Score -5902848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -5902857.500000 Penalty: 5383.816895
	Iteration 42Q: 3 clusters Score -5902858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -5902865.000000 Penalty: 5383.816895
	Iteration 43Q: 3 clusters Score -5902865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -5902860.000000 Penalty: 5383.816895
	Iteration 44Q: 3 clusters Score -5902860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -5902854.500000 Penalty: 5383.816895
	Iteration 45Q: 3 clusters Score -5902854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -5902863.000000 Penalty: 5383.816895
	Iteration 46Q: 3 clusters Score -5902863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -5902873.000000 Penalty: 5383.816895
	Iteration 47Q: 3 clusters Score -5902873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -5902865.000000 Penalty: 5383.816895
	Iteration 48Q: 3 clusters Score -5902865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -5902868.000000 Penalty: 5383.816895
	Iteration 49Q: 3 clusters Score -5902868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -5902874.500000 Penalty: 5383.816895
	Iteration 50Q: 3 clusters Score -5902874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -5902875.000000 Penalty: 5383.816895
	Iteration 51Q: 3 clusters Score -5902875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -5902882.500000 Penalty: 5383.816895
	Iteration 52Q: 3 clusters Score -5902882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -5902883.500000 Penalty: 5383.816895
	Iteration 53Q: 3 clusters Score -5902884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -5902883.500000 Penalty: 5383.816895
	Iteration 54Q: 3 clusters Score -5902884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -5902884.000000 Penalty: 5383.816895
	Iteration 55Q: 3 clusters Score -5902884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -5902885.500000 Penalty: 5383.816895
	Iteration 56Q: 3 clusters Score -5902886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -5902883.000000 Penalty: 5383.816895
	Iteration 57Q: 3 clusters Score -5902883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -5902885.500000 Penalty: 5383.816895
	Iteration 58Q: 3 clusters Score -5902886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -5902889.500000 Penalty: 5383.816895
	Iteration 59Q: 3 clusters Score -5902890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -5902889.000000 Penalty: 5383.816895
	Iteration 60F: 3 clusters Score -5902889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -5902888.000000 Penalty: 5383.816895
	Iteration 61Q: 3 clusters Score -5902888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -5902894.000000 Penalty: 5383.816895
	Iteration 62Q: 3 clusters Score -5902894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -5902893.500000 Penalty: 5383.816895
	Iteration 63Q: 3 clusters Score -5902894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -5902891.500000 Penalty: 5383.816895
	Iteration 64Q: 3 clusters Score -5902892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -5902891.500000 Penalty: 5383.816895
	Iteration 65F: 3 clusters Score -5902892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Entering Unmasked Estep 
Score: -2000417.375000 Penalty: 2419.481201
	Iteration 0F: 2 clusters Score -2000417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1988070.750000 Penalty: 4838.962402
	Iteration 0F: 3 clusters Score -1988071 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1992179.750000 Penalty: 4838.962402
	Iteration 1F: 3 clusters Score -1992180 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1992553.500000 Penalty: 4838.962402
	Iteration 2F: 3 clusters Score -1992554 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1992854.750000 Penalty: 4838.962402
	Iteration 3Q: 3 clusters Score -1992855 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1993136.875000 Penalty: 4838.962402
	Iteration 4Q: 3 clusters Score -1993137 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1993421.625000 Penalty: 4838.962402
	Iteration 5Q: 3 clusters Score -1993422 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1993724.625000 Penalty: 4838.962402
	Iteration 6Q: 3 clusters Score -1993725 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1994095.750000 Penalty: 4838.962402
	Iteration 7Q: 3 clusters Score -1994096 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1994529.250000 Penalty: 4838.962402
	Iteration 8Q: 3 clusters Score -1994529 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1995037.750000 Penalty: 4838.962402
	Iteration 9F: 3 clusters Score -1995038 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1995644.875000 Penalty: 4838.962402
	Iteration 10F: 3 clusters Score -1995645 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1996329.375000 Penalty: 4838.962402
	Iteration 11F: 3 clusters Score -1996329 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1997038.875000 Penalty: 4838.962402
	Iteration 12F: 3 clusters Score -1997039 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1997630.375000 Penalty: 4838.962402
	Iteration 13Q: 3 clusters Score -1997630 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1998046.875000 Penalty: 4838.962402
	Iteration 14Q: 3 clusters Score -1998047 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1998330.000000 Penalty: 4838.962402
	Iteration 15Q: 3 clusters Score -1998330 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1998537.125000 Penalty: 4838.962402
	Iteration 16Q: 3 clusters Score -1998537 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1998689.750000 Penalty: 4838.962402
	Iteration 17Q: 3 clusters Score -1998690 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1998814.250000 Penalty: 4838.962402
	Iteration 18Q: 3 clusters Score -1998814 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1998897.375000 Penalty: 4838.962402
	Iteration 19Q: 3 clusters Score -1998897 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1998969.000000 Penalty: 4838.962402
	Iteration 20F: 3 clusters Score -1998969 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1999034.250000 Penalty: 4838.962402
	Iteration 21Q: 3 clusters Score -1999034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1999082.000000 Penalty: 4838.962402
	Iteration 22Q: 3 clusters Score -1999082 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1999125.250000 Penalty: 4838.962402
	Iteration 23Q: 3 clusters Score -1999125 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1999154.125000 Penalty: 4838.962402
	Iteration 24Q: 3 clusters Score -1999154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1999179.625000 Penalty: 4838.962402
	Iteration 25Q: 3 clusters Score -1999180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1999202.625000 Penalty: 4838.962402
	Iteration 26Q: 3 clusters Score -1999203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1999212.500000 Penalty: 4838.962402
	Iteration 27Q: 3 clusters Score -1999212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1999225.000000 Penalty: 4838.962402
	Iteration 28Q: 3 clusters Score -1999225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1999228.750000 Penalty: 4838.962402
	Iteration 29Q: 3 clusters Score -1999229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1999233.750000 Penalty: 4838.962402
	Iteration 30Q: 3 clusters Score -1999234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1999235.500000 Penalty: 4838.962402
	Iteration 31Q: 3 clusters Score -1999236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -1999240.500000 Penalty: 4838.962402
	Iteration 32Q: 3 clusters Score -1999240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1999245.875000 Penalty: 4838.962402
	Iteration 33Q: 3 clusters Score -1999246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1999253.625000 Penalty: 4838.962402
	Iteration 34Q: 3 clusters Score -1999254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1999254.125000 Penalty: 4838.962402
	Iteration 35Q: 3 clusters Score -1999254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -1999257.250000 Penalty: 4838.962402
	Iteration 36Q: 3 clusters Score -1999257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1999258.250000 Penalty: 4838.962402
	Iteration 37Q: 3 clusters Score -1999258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -1999261.625000 Penalty: 4838.962402
	Iteration 38Q: 3 clusters Score -1999262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1999259.875000 Penalty: 4838.962402
	Iteration 39Q: 3 clusters Score -1999260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1999259.875000 Penalty: 4838.962402
	Iteration 40F: 3 clusters Score -1999260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Entering Unmasked Estep 
Score: -74436.921875 Penalty: 1650.549194
	Iteration 0F: 2 clusters Score -74436.92 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 404 members 
Entering Unmasked Estep 
Score: -72719.625000 Penalty: 3301.098389
	Iteration 0F: 3 clusters Score -72719.62 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73025.820312 Penalty: 3301.098389
	Iteration 1F: 3 clusters Score -73025.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73160.992188 Penalty: 3301.098389
	Iteration 2F: 3 clusters Score -73160.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73285.023438 Penalty: 3301.098389
	Iteration 3Q: 3 clusters Score -73285.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73411.984375 Penalty: 3301.098389
	Iteration 4Q: 3 clusters Score -73411.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -73504.054688 Penalty: 3301.098389
	Iteration 5Q: 3 clusters Score -73504.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -73580.921875 Penalty: 3301.098389
	Iteration 6Q: 3 clusters Score -73580.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73647.304688 Penalty: 3301.098389
	Iteration 7Q: 3 clusters Score -73647.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73737.226562 Penalty: 3301.098389
	Iteration 8Q: 3 clusters Score -73737.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73847.335938 Penalty: 3301.098389
	Iteration 9Q: 3 clusters Score -73847.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -73925.023438 Penalty: 3301.098389
	Iteration 10Q: 3 clusters Score -73925.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73978.015625 Penalty: 3301.098389
	Iteration 11Q: 3 clusters Score -73978.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74008.976562 Penalty: 3301.098389
	Iteration 12Q: 3 clusters Score -74008.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74052.085938 Penalty: 3301.098389
	Iteration 13Q: 3 clusters Score -74052.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74140.921875 Penalty: 3301.098389
	Iteration 14Q: 3 clusters Score -74140.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74176.703125 Penalty: 3301.098389
	Iteration 15Q: 3 clusters Score -74176.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74193.953125 Penalty: 3301.098389
	Iteration 16Q: 3 clusters Score -74193.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74199.710938 Penalty: 3301.098389
	Iteration 17Q: 3 clusters Score -74199.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74201.515625 Penalty: 3301.098389
	Iteration 18Q: 3 clusters Score -74201.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74203.273438 Penalty: 3301.098389
	Iteration 19Q: 3 clusters Score -74203.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74204.492188 Penalty: 3301.098389
	Iteration 20F: 3 clusters Score -74204.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74208.429688 Penalty: 3301.098389
	Iteration 21Q: 3 clusters Score -74208.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74208.429688 Penalty: 3301.098389
	Iteration 22F: 3 clusters Score -74208.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (210033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210033 members 
Entering Unmasked Estep 
Score: -23751646.000000 Penalty: 3039.245117
	Iteration 0F: 2 clusters Score -2.375165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104940 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -23615468.000000 Penalty: 6078.490234
	Iteration 0F: 3 clusters Score -2.361547e+07 nChanged 100922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103124 members 
Mstep: Class 2 contains 106909 members 
Entering Unmasked Estep 
Score: -23675298.000000 Penalty: 6078.490234
	Iteration 1F: 3 clusters Score -2.36753e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101551 members 
Mstep: Class 2 contains 108482 members 
Entering Unmasked Estep 
Score: -23677774.000000 Penalty: 6078.490234
	Iteration 2Q: 3 clusters Score -2.367777e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98988 members 
Mstep: Class 2 contains 111045 members 
Entering Unmasked Estep 
Score: -23681798.000000 Penalty: 6078.490234
	Iteration 3Q: 3 clusters Score -2.36818e+07 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95145 members 
Mstep: Class 2 contains 114888 members 
Entering Unmasked Estep 
Score: -23688248.000000 Penalty: 6078.490234
	Iteration 4F: 3 clusters Score -2.368825e+07 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 120224 members 
Entering Unmasked Estep 
Score: -23696938.000000 Penalty: 6078.490234
	Iteration 5F: 3 clusters Score -2.369694e+07 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83235 members 
Mstep: Class 2 contains 126798 members 
Entering Unmasked Estep 
Score: -23707796.000000 Penalty: 6078.490234
	Iteration 6F: 3 clusters Score -2.37078e+07 nChanged 14025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 133295 members 
Entering Unmasked Estep 
Score: -23717720.000000 Penalty: 6078.490234
	Iteration 7F: 3 clusters Score -2.371772e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 138630 members 
Entering Unmasked Estep 
Score: -23724924.000000 Penalty: 6078.490234
	Iteration 8F: 3 clusters Score -2.372492e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 143037 members 
Entering Unmasked Estep 
Score: -23729410.000000 Penalty: 6078.490234
	Iteration 9Q: 3 clusters Score -2.372941e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 147025 members 
Entering Unmasked Estep 
Score: -23732248.000000 Penalty: 6078.490234
	Iteration 10Q: 3 clusters Score -2.373225e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 150797 members 
Entering Unmasked Estep 
Score: -23734016.000000 Penalty: 6078.490234
	Iteration 11Q: 3 clusters Score -2.373402e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 154503 members 
Entering Unmasked Estep 
Score: -23735384.000000 Penalty: 6078.490234
	Iteration 12Q: 3 clusters Score -2.373538e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 158165 members 
Entering Unmasked Estep 
Score: -23736724.000000 Penalty: 6078.490234
	Iteration 13Q: 3 clusters Score -2.373672e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 161779 members 
Entering Unmasked Estep 
Score: -23738196.000000 Penalty: 6078.490234
	Iteration 14Q: 3 clusters Score -2.37382e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 165333 members 
Entering Unmasked Estep 
Score: -23739618.000000 Penalty: 6078.490234
	Iteration 15Q: 3 clusters Score -2.373962e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 168744 members 
Entering Unmasked Estep 
Score: -23741106.000000 Penalty: 6078.490234
	Iteration 16Q: 3 clusters Score -2.374111e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 171939 members 
Entering Unmasked Estep 
Score: -23742386.000000 Penalty: 6078.490234
	Iteration 17Q: 3 clusters Score -2.374239e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 174958 members 
Entering Unmasked Estep 
Score: -23743678.000000 Penalty: 6078.490234
	Iteration 18Q: 3 clusters Score -2.374368e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 177684 members 
Entering Unmasked Estep 
Score: -23744848.000000 Penalty: 6078.490234
	Iteration 19Q: 3 clusters Score -2.374485e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 180187 members 
Entering Unmasked Estep 
Score: -23745938.000000 Penalty: 6078.490234
	Iteration 20F: 3 clusters Score -2.374594e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 182471 members 
Entering Unmasked Estep 
Score: -23746744.000000 Penalty: 6078.490234
	Iteration 21Q: 3 clusters Score -2.374674e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 184571 members 
Entering Unmasked Estep 
Score: -23747486.000000 Penalty: 6078.490234
	Iteration 22Q: 3 clusters Score -2.374749e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 186452 members 
Entering Unmasked Estep 
Score: -23748030.000000 Penalty: 6078.490234
	Iteration 23Q: 3 clusters Score -2.374803e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 188125 members 
Entering Unmasked Estep 
Score: -23748464.000000 Penalty: 6078.490234
	Iteration 24Q: 3 clusters Score -2.374846e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 189618 members 
Entering Unmasked Estep 
Score: -23748820.000000 Penalty: 6078.490234
	Iteration 25Q: 3 clusters Score -2.374882e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 191038 members 
Entering Unmasked Estep 
Score: -23749196.000000 Penalty: 6078.490234
	Iteration 26Q: 3 clusters Score -2.37492e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 192378 members 
Entering Unmasked Estep 
Score: -23749528.000000 Penalty: 6078.490234
	Iteration 27Q: 3 clusters Score -2.374953e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 193574 members 
Entering Unmasked Estep 
Score: -23749814.000000 Penalty: 6078.490234
	Iteration 28Q: 3 clusters Score -2.374981e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 194674 members 
Entering Unmasked Estep 
Score: -23750012.000000 Penalty: 6078.490234
	Iteration 29Q: 3 clusters Score -2.375001e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 195639 members 
Entering Unmasked Estep 
Score: -23750102.000000 Penalty: 6078.490234
	Iteration 30Q: 3 clusters Score -2.37501e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 196482 members 
Entering Unmasked Estep 
Score: -23750266.000000 Penalty: 6078.490234
	Iteration 31Q: 3 clusters Score -2.375027e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 197280 members 
Entering Unmasked Estep 
Score: -23750322.000000 Penalty: 6078.490234
	Iteration 32Q: 3 clusters Score -2.375032e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 197955 members 
Entering Unmasked Estep 
Score: -23750576.000000 Penalty: 6078.490234
	Iteration 33Q: 3 clusters Score -2.375058e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 198568 members 
Entering Unmasked Estep 
Score: -23750582.000000 Penalty: 6078.490234
	Iteration 34Q: 3 clusters Score -2.375058e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 199153 members 
Entering Unmasked Estep 
Score: -23750720.000000 Penalty: 6078.490234
	Iteration 35Q: 3 clusters Score -2.375072e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 199682 members 
Entering Unmasked Estep 
Score: -23750804.000000 Penalty: 6078.490234
	Iteration 36Q: 3 clusters Score -2.37508e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 200169 members 
Entering Unmasked Estep 
Score: -23750766.000000 Penalty: 6078.490234
	Iteration 37Q: 3 clusters Score -2.375077e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 200589 members 
Entering Unmasked Estep 
Score: -23750794.000000 Penalty: 6078.490234
	Iteration 38Q: 3 clusters Score -2.375079e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 200985 members 
Entering Unmasked Estep 
Score: -23750894.000000 Penalty: 6078.490234
	Iteration 39Q: 3 clusters Score -2.375089e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 201342 members 
Entering Unmasked Estep 
Score: -23750914.000000 Penalty: 6078.490234
	Iteration 40F: 3 clusters Score -2.375091e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 201658 members 
Entering Unmasked Estep 
Score: -23750926.000000 Penalty: 6078.490234
	Iteration 41Q: 3 clusters Score -2.375093e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 201927 members 
Entering Unmasked Estep 
Score: -23751028.000000 Penalty: 6078.490234
	Iteration 42Q: 3 clusters Score -2.375103e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 202166 members 
Entering Unmasked Estep 
Score: -23751060.000000 Penalty: 6078.490234
	Iteration 43Q: 3 clusters Score -2.375106e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 202374 members 
Entering Unmasked Estep 
Score: -23751034.000000 Penalty: 6078.490234
	Iteration 44Q: 3 clusters Score -2.375103e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 202559 members 
Entering Unmasked Estep 
Score: -23751028.000000 Penalty: 6078.490234
	Iteration 45Q: 3 clusters Score -2.375103e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 202727 members 
Entering Unmasked Estep 
Score: -23751000.000000 Penalty: 6078.490234
	Iteration 46Q: 3 clusters Score -2.3751e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 202897 members 
Entering Unmasked Estep 
Score: -23751004.000000 Penalty: 6078.490234
	Iteration 47Q: 3 clusters Score -2.3751e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 203041 members 
Entering Unmasked Estep 
Score: -23750982.000000 Penalty: 6078.490234
	Iteration 48Q: 3 clusters Score -2.375098e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 203166 members 
Entering Unmasked Estep 
Score: -23751042.000000 Penalty: 6078.490234
	Iteration 49Q: 3 clusters Score -2.375104e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 203291 members 
Entering Unmasked Estep 
Score: -23751012.000000 Penalty: 6078.490234
	Iteration 50Q: 3 clusters Score -2.375101e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 203388 members 
Entering Unmasked Estep 
Score: -23750978.000000 Penalty: 6078.490234
	Iteration 51Q: 3 clusters Score -2.375098e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 203479 members 
Entering Unmasked Estep 
Score: -23751000.000000 Penalty: 6078.490234
	Iteration 52Q: 3 clusters Score -2.3751e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 203563 members 
Entering Unmasked Estep 
Score: -23750962.000000 Penalty: 6078.490234
	Iteration 53Q: 3 clusters Score -2.375096e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 203651 members 
Entering Unmasked Estep 
Score: -23750964.000000 Penalty: 6078.490234
	Iteration 54Q: 3 clusters Score -2.375096e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 203726 members 
Entering Unmasked Estep 
Score: -23750972.000000 Penalty: 6078.490234
	Iteration 55Q: 3 clusters Score -2.375097e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 203804 members 
Entering Unmasked Estep 
Score: -23750984.000000 Penalty: 6078.490234
	Iteration 56Q: 3 clusters Score -2.375098e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 203880 members 
Entering Unmasked Estep 
Score: -23751020.000000 Penalty: 6078.490234
	Iteration 57Q: 3 clusters Score -2.375102e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 203952 members 
Entering Unmasked Estep 
Score: -23751064.000000 Penalty: 6078.490234
	Iteration 58Q: 3 clusters Score -2.375106e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 204014 members 
Entering Unmasked Estep 
Score: -23751070.000000 Penalty: 6078.490234
	Iteration 59Q: 3 clusters Score -2.375107e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 204064 members 
Entering Unmasked Estep 
Score: -23751074.000000 Penalty: 6078.490234
	Iteration 60F: 3 clusters Score -2.375107e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 204102 members 
Entering Unmasked Estep 
Score: -23751082.000000 Penalty: 6078.490234
	Iteration 61Q: 3 clusters Score -2.375108e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 204132 members 
Entering Unmasked Estep 
Score: -23751090.000000 Penalty: 6078.490234
	Iteration 62Q: 3 clusters Score -2.375109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 204153 members 
Entering Unmasked Estep 
Score: -23751102.000000 Penalty: 6078.490234
	Iteration 63Q: 3 clusters Score -2.37511e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 204178 members 
Entering Unmasked Estep 
Score: -23751092.000000 Penalty: 6078.490234
	Iteration 64Q: 3 clusters Score -2.375109e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 204210 members 
Entering Unmasked Estep 
Score: -23751094.000000 Penalty: 6078.490234
	Iteration 65Q: 3 clusters Score -2.375109e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 204238 members 
Entering Unmasked Estep 
Score: -23751100.000000 Penalty: 6078.490234
	Iteration 66Q: 3 clusters Score -2.37511e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 204264 members 
Entering Unmasked Estep 
Score: -23751090.000000 Penalty: 6078.490234
	Iteration 67Q: 3 clusters Score -2.375109e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 204284 members 
Entering Unmasked Estep 
Score: -23751080.000000 Penalty: 6078.490234
	Iteration 68Q: 3 clusters Score -2.375108e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 204306 members 
Entering Unmasked Estep 
Score: -23751072.000000 Penalty: 6078.490234
	Iteration 69Q: 3 clusters Score -2.375107e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 204323 members 
Entering Unmasked Estep 
Score: -23751068.000000 Penalty: 6078.490234
	Iteration 70Q: 3 clusters Score -2.375107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 204337 members 
Entering Unmasked Estep 
Score: -23751074.000000 Penalty: 6078.490234
	Iteration 71Q: 3 clusters Score -2.375107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 204352 members 
Entering Unmasked Estep 
Score: -23751056.000000 Penalty: 6078.490234
	Iteration 72Q: 3 clusters Score -2.375106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 204369 members 
Entering Unmasked Estep 
Score: -23751044.000000 Penalty: 6078.490234
	Iteration 73Q: 3 clusters Score -2.375104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 204387 members 
Entering Unmasked Estep 
Score: -23751038.000000 Penalty: 6078.490234
	Iteration 74Q: 3 clusters Score -2.375104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 204404 members 
Entering Unmasked Estep 
Score: -23751062.000000 Penalty: 6078.490234
	Iteration 75Q: 3 clusters Score -2.375106e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 204422 members 
Entering Unmasked Estep 
Score: -23751060.000000 Penalty: 6078.490234
	Iteration 76Q: 3 clusters Score -2.375106e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 204440 members 
Entering Unmasked Estep 
Score: -23751074.000000 Penalty: 6078.490234
	Iteration 77Q: 3 clusters Score -2.375107e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 204456 members 
Entering Unmasked Estep 
Score: -23751072.000000 Penalty: 6078.490234
	Iteration 78Q: 3 clusters Score -2.375107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 204466 members 
Entering Unmasked Estep 
Score: -23751058.000000 Penalty: 6078.490234
	Iteration 79Q: 3 clusters Score -2.375106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 204473 members 
Entering Unmasked Estep 
Score: -23751036.000000 Penalty: 6078.490234
	Iteration 80F: 3 clusters Score -2.375104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 204477 members 
Entering Unmasked Estep 
Score: -23751058.000000 Penalty: 6078.490234
	Iteration 81Q: 3 clusters Score -2.375106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 204480 members 
Entering Unmasked Estep 
Score: -23751050.000000 Penalty: 6078.490234
	Iteration 82Q: 3 clusters Score -2.375105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 204484 members 
Entering Unmasked Estep 
Score: -23751050.000000 Penalty: 6078.490234
	Iteration 83Q: 3 clusters Score -2.375105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 204487 members 
Entering Unmasked Estep 
Score: -23751038.000000 Penalty: 6078.490234
	Iteration 84Q: 3 clusters Score -2.375104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 204495 members 
Entering Unmasked Estep 
Score: -23751040.000000 Penalty: 6078.490234
	Iteration 85Q: 3 clusters Score -2.375104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 204503 members 
Entering Unmasked Estep 
Score: -23751036.000000 Penalty: 6078.490234
	Iteration 86Q: 3 clusters Score -2.375104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 204515 members 
Entering Unmasked Estep 
Score: -23751034.000000 Penalty: 6078.490234
	Iteration 87Q: 3 clusters Score -2.375103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 204529 members 
Entering Unmasked Estep 
Score: -23751048.000000 Penalty: 6078.490234
	Iteration 88Q: 3 clusters Score -2.375105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 204541 members 
Entering Unmasked Estep 
Score: -23751050.000000 Penalty: 6078.490234
	Iteration 89Q: 3 clusters Score -2.375105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 204555 members 
Entering Unmasked Estep 
Score: -23751052.000000 Penalty: 6078.490234
	Iteration 90Q: 3 clusters Score -2.375105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 204571 members 
Entering Unmasked Estep 
Score: -23751054.000000 Penalty: 6078.490234
	Iteration 91Q: 3 clusters Score -2.375105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 204582 members 
Entering Unmasked Estep 
Score: -23751048.000000 Penalty: 6078.490234
	Iteration 92Q: 3 clusters Score -2.375105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 204586 members 
Entering Unmasked Estep 
Score: -23751048.000000 Penalty: 6078.490234
	Iteration 93Q: 3 clusters Score -2.375105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 204589 members 
Entering Unmasked Estep 
Score: -23751040.000000 Penalty: 6078.490234
	Iteration 94Q: 3 clusters Score -2.375104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 204591 members 
Entering Unmasked Estep 
Score: -23751030.000000 Penalty: 6078.490234
	Iteration 95Q: 3 clusters Score -2.375103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 204592 members 
Entering Unmasked Estep 
Score: -23751042.000000 Penalty: 6078.490234
	Iteration 96Q: 3 clusters Score -2.375104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 204592 members 
Entering Unmasked Estep 
Score: -23751042.000000 Penalty: 6078.490234
	Iteration 97F: 3 clusters Score -2.375104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Entering Unmasked Estep 
Score: -1648529.500000 Penalty: 2372.485840
	Iteration 0F: 2 clusters Score -1648530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1638087.750000 Penalty: 4744.971680
	Iteration 0F: 3 clusters Score -1638088 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1641356.750000 Penalty: 4744.971680
	Iteration 1F: 3 clusters Score -1641357 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1641737.000000 Penalty: 4744.971680
	Iteration 2F: 3 clusters Score -1641737 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1642064.500000 Penalty: 4744.971680
	Iteration 3Q: 3 clusters Score -1642064 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1642345.000000 Penalty: 4744.971680
	Iteration 4Q: 3 clusters Score -1642345 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1642576.750000 Penalty: 4744.971680
	Iteration 5Q: 3 clusters Score -1642577 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1642818.875000 Penalty: 4744.971680
	Iteration 6Q: 3 clusters Score -1642819 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1643088.375000 Penalty: 4744.971680
	Iteration 7Q: 3 clusters Score -1643088 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1643409.250000 Penalty: 4744.971680
	Iteration 8Q: 3 clusters Score -1643409 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1643804.000000 Penalty: 4744.971680
	Iteration 9Q: 3 clusters Score -1643804 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1644187.875000 Penalty: 4744.971680
	Iteration 10Q: 3 clusters Score -1644188 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1644559.500000 Penalty: 4744.971680
	Iteration 11Q: 3 clusters Score -1644560 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1644947.125000 Penalty: 4744.971680
	Iteration 12F: 3 clusters Score -1644947 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1645352.500000 Penalty: 4744.971680
	Iteration 13F: 3 clusters Score -1645352 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1645723.625000 Penalty: 4744.971680
	Iteration 14Q: 3 clusters Score -1645724 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1646120.750000 Penalty: 4744.971680
	Iteration 15Q: 3 clusters Score -1646121 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1646524.750000 Penalty: 4744.971680
	Iteration 16Q: 3 clusters Score -1646525 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1646905.125000 Penalty: 4744.971680
	Iteration 17Q: 3 clusters Score -1646905 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1647295.250000 Penalty: 4744.971680
	Iteration 18Q: 3 clusters Score -1647295 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1647641.250000 Penalty: 4744.971680
	Iteration 19Q: 3 clusters Score -1647641 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1647936.250000 Penalty: 4744.971680
	Iteration 20F: 3 clusters Score -1647936 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1648235.750000 Penalty: 4744.971680
	Iteration 21Q: 3 clusters Score -1648236 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1648471.875000 Penalty: 4744.971680
	Iteration 22Q: 3 clusters Score -1648472 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1648677.000000 Penalty: 4744.971680
	Iteration 23Q: 3 clusters Score -1648677 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1648833.250000 Penalty: 4744.971680
	Iteration 24Q: 3 clusters Score -1648833 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1648948.500000 Penalty: 4744.971680
	Iteration 25Q: 3 clusters Score -1648948 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1649006.375000 Penalty: 4744.971680
	Iteration 26Q: 3 clusters Score -1649006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1649060.500000 Penalty: 4744.971680
	Iteration 27Q: 3 clusters Score -1649060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1649085.750000 Penalty: 4744.971680
	Iteration 28Q: 3 clusters Score -1649086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1649097.750000 Penalty: 4744.971680
	Iteration 29Q: 3 clusters Score -1649098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1649100.500000 Penalty: 4744.971680
	Iteration 30Q: 3 clusters Score -1649100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1649106.250000 Penalty: 4744.971680
	Iteration 31Q: 3 clusters Score -1649106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1649116.000000 Penalty: 4744.971680
	Iteration 32Q: 3 clusters Score -1649116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1649117.375000 Penalty: 4744.971680
	Iteration 33Q: 3 clusters Score -1649117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1649118.875000 Penalty: 4744.971680
	Iteration 34Q: 3 clusters Score -1649119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1649120.125000 Penalty: 4744.971680
	Iteration 35Q: 3 clusters Score -1649120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1649118.500000 Penalty: 4744.971680
	Iteration 36Q: 3 clusters Score -1649118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1649121.000000 Penalty: 4744.971680
	Iteration 37Q: 3 clusters Score -1649121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1649121.000000 Penalty: 4744.971680
	Iteration 38F: 3 clusters Score -1649121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3821 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 47735 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 15123 members 
Mstep: Class 9 contains 845 members 
Mstep: Class 10 contains 257086 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 13248 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 51765 members 
Mstep: Class 19 contains 17257 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 210033 members 
Mstep: Class 22 contains 1030 members 
Entering Unmasked Estep 
Score: -70750496.000000 Penalty: 66254.992188
Splitting cluster 22 changes total score from -70748592.000000 to -70750496.000000
So it's getting split into cluster 12.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 3821 members 
Mstep: Class 4 contains 47735 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 8 contains 15123 members 
Mstep: Class 9 contains 845 members 
Mstep: Class 10 contains 257086 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 51765 members 
Mstep: Class 19 contains 17257 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 210033 members 
Mstep: Class 22 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70752064.000000 Penalty: 66254.992188
Iteration 39Q: 21 clusters Score -7.075206e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3841 members 
Mstep: Class 3 contains 579 members 
Mstep: Class 4 contains 47588 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 4964 members 
Mstep: Class 8 contains 15175 members 
Mstep: Class 9 contains 844 members 
Mstep: Class 10 contains 258968 members 
Mstep: Class 11 contains 876 members 
Mstep: Class 12 contains 12928 members 
Mstep: Class 13 contains 585 members 
Mstep: Class 14 contains 3741 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 51668 members 
Mstep: Class 19 contains 17324 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 208424 members 
Mstep: Class 22 contains 1045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70754488.000000 Penalty: 66254.992188
Iteration 40F: 21 clusters Score -7.075449e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3866 members 
Mstep: Class 3 contains 585 members 
Mstep: Class 4 contains 47429 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 5802 members 
Mstep: Class 8 contains 15214 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 259894 members 
Mstep: Class 11 contains 832 members 
Mstep: Class 12 contains 13423 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 14 contains 3722 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 51550 members 
Mstep: Class 19 contains 17346 members 
Mstep: Class 20 contains 771 members 
Mstep: Class 21 contains 206410 members 
Mstep: Class 22 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70756304.000000 Penalty: 66254.992188
Iteration 41Q: 21 clusters Score -7.07563e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3892 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 47246 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 6622 members 
Mstep: Class 8 contains 15263 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 260796 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 12 contains 13715 members 
Mstep: Class 13 contains 612 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 51428 members 
Mstep: Class 19 contains 17387 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 204622 members 
Mstep: Class 22 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70757464.000000 Penalty: 66254.992188
Iteration 42Q: 21 clusters Score -7.075746e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3920 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 47055 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 7432 members 
Mstep: Class 8 contains 15309 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 261448 members 
Mstep: Class 11 contains 751 members 
Mstep: Class 12 contains 13969 members 
Mstep: Class 13 contains 624 members 
Mstep: Class 14 contains 3699 members 
Mstep: Class 17 contains 1250 members 
Mstep: Class 18 contains 51286 members 
Mstep: Class 19 contains 17435 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 203139 members 
Mstep: Class 22 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70758448.000000 Penalty: 66254.992188
Iteration 43Q: 21 clusters Score -7.075845e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3946 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 46849 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 8210 members 
Mstep: Class 8 contains 15383 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 261968 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 14170 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 51146 members 
Mstep: Class 19 contains 17473 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 201898 members 
Mstep: Class 22 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70759352.000000 Penalty: 66254.992188
Iteration 44Q: 21 clusters Score -7.075935e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3988 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 46619 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 8915 members 
Mstep: Class 8 contains 15507 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 262463 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 14325 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 3641 members 
Mstep: Class 17 contains 1247 members 
Mstep: Class 18 contains 50962 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 200797 members 
Mstep: Class 22 contains 1087 members 
Entering Unmasked Estep 
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Iteration 45Q: 21 clusters Score -7.076006e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4023 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 46404 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 9566 members 
Mstep: Class 8 contains 15651 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 262767 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 3612 members 
Mstep: Class 17 contains 1248 members 
Mstep: Class 18 contains 50823 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 199861 members 
Mstep: Class 22 contains 1092 members 
Entering Unmasked Estep 
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Iteration 46Q: 21 clusters Score -7.076069e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4057 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 46165 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 10131 members 
Mstep: Class 8 contains 15794 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 263054 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 14609 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 3590 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 50727 members 
Mstep: Class 19 contains 17624 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 199028 members 
Mstep: Class 22 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 21 clusters Score -7.076087e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 45908 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 10656 members 
Mstep: Class 8 contains 15912 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 263412 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 14728 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 17 contains 1250 members 
Mstep: Class 18 contains 50606 members 
Mstep: Class 19 contains 17685 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 198225 members 
Mstep: Class 22 contains 1092 members 
Entering Unmasked Estep 
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Iteration 48Q: 21 clusters Score -7.076147e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 45673 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 11126 members 
Mstep: Class 8 contains 16001 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 263781 members 
Mstep: Class 11 contains 612 members 
Mstep: Class 12 contains 14829 members 
Mstep: Class 13 contains 631 members 
Mstep: Class 14 contains 3563 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 50509 members 
Mstep: Class 19 contains 17750 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 197449 members 
Mstep: Class 22 contains 1092 members 
Entering Unmasked Estep 
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Iteration 49Q: 21 clusters Score -7.076179e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4152 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 45457 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 16100 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 264161 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 14913 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 14 contains 3558 members 
Mstep: Class 17 contains 1251 members 
Mstep: Class 18 contains 50408 members 
Mstep: Class 19 contains 17810 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 196676 members 
Mstep: Class 22 contains 1093 members 
Entering Unmasked Estep 
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Iteration 50Q: 21 clusters Score -7.076234e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 45263 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 12009 members 
Mstep: Class 8 contains 16186 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 264580 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 630 members 
Mstep: Class 14 contains 3557 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 50313 members 
Mstep: Class 19 contains 17851 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 195907 members 
Mstep: Class 22 contains 1094 members 
Entering Unmasked Estep 
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Iteration 51Q: 21 clusters Score -7.076257e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4215 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 45093 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 12386 members 
Mstep: Class 8 contains 16269 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 265021 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 15047 members 
Mstep: Class 13 contains 634 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 17 contains 1251 members 
Mstep: Class 18 contains 50215 members 
Mstep: Class 19 contains 17897 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 195151 members 
Mstep: Class 22 contains 1096 members 
Entering Unmasked Estep 
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Iteration 52Q: 21 clusters Score -7.076285e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 44925 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 12723 members 
Mstep: Class 8 contains 16330 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 265445 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 15114 members 
Mstep: Class 13 contains 634 members 
Mstep: Class 14 contains 3542 members 
Mstep: Class 17 contains 1251 members 
Mstep: Class 18 contains 50134 members 
Mstep: Class 19 contains 17940 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 194449 members 
Mstep: Class 22 contains 1096 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -7.076294e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4280 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 44770 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 13026 members 
Mstep: Class 8 contains 16389 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 265884 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 15187 members 
Mstep: Class 13 contains 635 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 50013 members 
Mstep: Class 19 contains 17996 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 193801 members 
Mstep: Class 22 contains 1098 members 
Entering Unmasked Estep 
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Iteration 54Q: 21 clusters Score -7.076333e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 44619 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 13292 members 
Mstep: Class 8 contains 16443 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 266327 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 15271 members 
Mstep: Class 13 contains 635 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 49896 members 
Mstep: Class 19 contains 18041 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 193178 members 
Mstep: Class 22 contains 1098 members 
Entering Unmasked Estep 
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Iteration 55Q: 21 clusters Score -7.076364e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4331 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 44485 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 13512 members 
Mstep: Class 8 contains 16476 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 266874 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 15345 members 
Mstep: Class 13 contains 636 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 49780 members 
Mstep: Class 19 contains 18086 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 192524 members 
Mstep: Class 22 contains 1099 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -7.076372e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4347 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 44378 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 13718 members 
Mstep: Class 8 contains 16525 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 267450 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 15414 members 
Mstep: Class 13 contains 638 members 
Mstep: Class 14 contains 3476 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 49676 members 
Mstep: Class 19 contains 18118 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 191826 members 
Mstep: Class 22 contains 1099 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -7.076372e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4359 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 44249 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 13915 members 
Mstep: Class 8 contains 16568 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 268117 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 15480 members 
Mstep: Class 13 contains 639 members 
Mstep: Class 14 contains 3459 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 49600 members 
Mstep: Class 19 contains 18157 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 191048 members 
Mstep: Class 22 contains 1099 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -7.07637e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 44124 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 14085 members 
Mstep: Class 8 contains 16609 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 268771 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 15529 members 
Mstep: Class 13 contains 640 members 
Mstep: Class 14 contains 3425 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 49516 members 
Mstep: Class 19 contains 18209 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 190332 members 
Mstep: Class 22 contains 1098 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -7.076376e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 44024 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 16654 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 269380 members 
Mstep: Class 11 contains 419 members 
Mstep: Class 12 contains 15578 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 3399 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 49440 members 
Mstep: Class 19 contains 18271 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 189616 members 
Mstep: Class 22 contains 1098 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -7.076398e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4392 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 43921 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 14434 members 
Mstep: Class 8 contains 16689 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 269888 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 15606 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 3379 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 49373 members 
Mstep: Class 19 contains 18322 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 188982 members 
Mstep: Class 22 contains 1099 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -7.076418e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4402 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 43819 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 16718 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 270373 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 3371 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 49299 members 
Mstep: Class 19 contains 18378 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 188381 members 
Mstep: Class 22 contains 1100 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -7.076419e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4416 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 43722 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 14753 members 
Mstep: Class 8 contains 16739 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 270898 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 15669 members 
Mstep: Class 13 contains 646 members 
Mstep: Class 14 contains 3375 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 49198 members 
Mstep: Class 19 contains 18416 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 187798 members 
Mstep: Class 22 contains 1102 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -7.076452e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 43632 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 14898 members 
Mstep: Class 8 contains 16763 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 271477 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 15695 members 
Mstep: Class 13 contains 648 members 
Mstep: Class 14 contains 3367 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 18443 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 187162 members 
Mstep: Class 22 contains 1103 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -7.07646e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 43556 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15034 members 
Mstep: Class 8 contains 16786 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 271982 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 15717 members 
Mstep: Class 13 contains 647 members 
Mstep: Class 14 contains 3357 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 49068 members 
Mstep: Class 19 contains 18461 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 186596 members 
Mstep: Class 22 contains 1103 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -7.076453e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4446 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 43491 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15143 members 
Mstep: Class 8 contains 16812 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 272475 members 
Mstep: Class 11 contains 388 members 
Mstep: Class 12 contains 15740 members 
Mstep: Class 13 contains 648 members 
Mstep: Class 14 contains 3345 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 48990 members 
Mstep: Class 19 contains 18488 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 186067 members 
Mstep: Class 22 contains 1103 members 
Entering Unmasked Estep 
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Iteration 66Q: 21 clusters Score -7.076437e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 43420 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15244 members 
Mstep: Class 8 contains 16827 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 272950 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 15770 members 
Mstep: Class 13 contains 646 members 
Mstep: Class 14 contains 3331 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 48912 members 
Mstep: Class 19 contains 18515 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 185572 members 
Mstep: Class 22 contains 1102 members 
Entering Unmasked Estep 
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Iteration 67Q: 21 clusters Score -7.076423e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 43346 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15332 members 
Mstep: Class 8 contains 16858 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 273394 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 15787 members 
Mstep: Class 13 contains 645 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 48831 members 
Mstep: Class 19 contains 18540 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 185121 members 
Mstep: Class 22 contains 1102 members 
Entering Unmasked Estep 
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Iteration 68Q: 21 clusters Score -7.076418e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 43275 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15417 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 273874 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 15813 members 
Mstep: Class 13 contains 645 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 48749 members 
Mstep: Class 19 contains 18567 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 184636 members 
Mstep: Class 22 contains 1102 members 
Entering Unmasked Estep 
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Iteration 69Q: 21 clusters Score -7.076412e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 43205 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15489 members 
Mstep: Class 8 contains 16907 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 274365 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 15835 members 
Mstep: Class 13 contains 646 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 48691 members 
Mstep: Class 19 contains 18603 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 184124 members 
Mstep: Class 22 contains 1103 members 
Entering Unmasked Estep 
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Iteration 70Q: 21 clusters Score -7.0764e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4489 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 43139 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15552 members 
Mstep: Class 8 contains 16929 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 274854 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 15849 members 
Mstep: Class 13 contains 646 members 
Mstep: Class 14 contains 3277 members 
Mstep: Class 17 contains 1267 members 
Mstep: Class 18 contains 48625 members 
Mstep: Class 19 contains 18636 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 183644 members 
Mstep: Class 22 contains 1103 members 
Entering Unmasked Estep 
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Iteration 71Q: 21 clusters Score -7.076387e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 43087 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 275338 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 15859 members 
Mstep: Class 13 contains 646 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 17 contains 1269 members 
Mstep: Class 18 contains 48580 members 
Mstep: Class 19 contains 18668 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 183148 members 
Mstep: Class 22 contains 1104 members 
Entering Unmasked Estep 
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Iteration 72Q: 21 clusters Score -7.0764e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4503 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 43038 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15647 members 
Mstep: Class 8 contains 16958 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 275871 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 15872 members 
Mstep: Class 13 contains 646 members 
Mstep: Class 14 contains 3253 members 
Mstep: Class 17 contains 1269 members 
Mstep: Class 18 contains 48543 members 
Mstep: Class 19 contains 18696 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 182610 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764216.000000 Penalty: 66254.992188
Iteration 73Q: 21 clusters Score -7.076422e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4504 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 43006 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15690 members 
Mstep: Class 8 contains 16978 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 276395 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 15887 members 
Mstep: Class 13 contains 647 members 
Mstep: Class 14 contains 3239 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 48508 members 
Mstep: Class 19 contains 18721 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 182059 members 
Mstep: Class 22 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764184.000000 Penalty: 66254.992188
Iteration 74Q: 21 clusters Score -7.076418e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4505 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42973 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15732 members 
Mstep: Class 8 contains 16991 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 276887 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 15901 members 
Mstep: Class 13 contains 647 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 48486 members 
Mstep: Class 19 contains 18752 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 181528 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764128.000000 Penalty: 66254.992188
Iteration 75Q: 21 clusters Score -7.076413e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4508 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42944 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 17002 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 277406 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 15908 members 
Mstep: Class 13 contains 647 members 
Mstep: Class 14 contains 3217 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 48452 members 
Mstep: Class 19 contains 18773 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 180998 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764056.000000 Penalty: 66254.992188
Iteration 76Q: 21 clusters Score -7.076406e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4510 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42909 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15811 members 
Mstep: Class 8 contains 17010 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 277897 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 15919 members 
Mstep: Class 13 contains 648 members 
Mstep: Class 14 contains 3208 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 48428 members 
Mstep: Class 19 contains 18798 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 180490 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764064.000000 Penalty: 66254.992188
Iteration 77Q: 21 clusters Score -7.076406e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4511 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42865 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15841 members 
Mstep: Class 8 contains 17024 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 278485 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 15923 members 
Mstep: Class 13 contains 648 members 
Mstep: Class 14 contains 3206 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 48394 members 
Mstep: Class 19 contains 18831 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 179897 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763936.000000 Penalty: 66254.992188
Iteration 78Q: 21 clusters Score -7.076394e+07 nChanged 981
Entering ConstructFrom: 
Score: -70763936.000000 Penalty: 66254.992188
Entering ConstructFrom: 
Trying to split cluster 1 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -52398.050781 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -52398.05 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 272 members 
Entering Unmasked Estep 
Score: -50876.242188 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -50876.24 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51060.394531 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -51060.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51133.730469 Penalty: 3121.535889
	Iteration 2Q: 3 clusters Score -51133.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51179.589844 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -51179.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51244.339844 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -51244.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51303.203125 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -51303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51316.816406 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -51316.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51329.761719 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -51329.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51337.320312 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -51337.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51341.160156 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -51341.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51341.160156 Penalty: 3121.535889
	Iteration 10F: 3 clusters Score -51341.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Entering Unmasked Estep 
Score: -494055.593750 Penalty: 2086.850098
	Iteration 0F: 2 clusters Score -494055.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -489806.406250 Penalty: 4173.700195
	Iteration 0F: 3 clusters Score -489806.4 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -490865.875000 Penalty: 4173.700195
	Iteration 1F: 3 clusters Score -490865.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -491226.187500 Penalty: 4173.700195
	Iteration 2F: 3 clusters Score -491226.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -491547.468750 Penalty: 4173.700195
	Iteration 3F: 3 clusters Score -491547.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -491785.656250 Penalty: 4173.700195
	Iteration 4F: 3 clusters Score -491785.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -491978.687500 Penalty: 4173.700195
	Iteration 5F: 3 clusters Score -491978.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -492172.500000 Penalty: 4173.700195
	Iteration 6F: 3 clusters Score -492172.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -492349.312500 Penalty: 4173.700195
	Iteration 7Q: 3 clusters Score -492349.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -492484.843750 Penalty: 4173.700195
	Iteration 8Q: 3 clusters Score -492484.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -492577.468750 Penalty: 4173.700195
	Iteration 9Q: 3 clusters Score -492577.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -492626.906250 Penalty: 4173.700195
	Iteration 10Q: 3 clusters Score -492626.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -492663.875000 Penalty: 4173.700195
	Iteration 11Q: 3 clusters Score -492663.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -492680.156250 Penalty: 4173.700195
	Iteration 12Q: 3 clusters Score -492680.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -492695.656250 Penalty: 4173.700195
	Iteration 13Q: 3 clusters Score -492695.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -492702.250000 Penalty: 4173.700195
	Iteration 14Q: 3 clusters Score -492702.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -492708.656250 Penalty: 4173.700195
	Iteration 15Q: 3 clusters Score -492708.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -492712.812500 Penalty: 4173.700195
	Iteration 16Q: 3 clusters Score -492712.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -492716.000000 Penalty: 4173.700195
	Iteration 17Q: 3 clusters Score -492716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -492719.562500 Penalty: 4173.700195
	Iteration 18Q: 3 clusters Score -492719.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -492722.781250 Penalty: 4173.700195
	Iteration 19Q: 3 clusters Score -492722.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -492727.406250 Penalty: 4173.700195
	Iteration 20F: 3 clusters Score -492727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -492729.187500 Penalty: 4173.700195
	Iteration 21Q: 3 clusters Score -492729.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -492734.906250 Penalty: 4173.700195
	Iteration 22Q: 3 clusters Score -492734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -492735.031250 Penalty: 4173.700195
	Iteration 23Q: 3 clusters Score -492735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -492734.750000 Penalty: 4173.700195
	Iteration 24Q: 3 clusters Score -492734.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -492734.750000 Penalty: 4173.700195
	Iteration 25F: 3 clusters Score -492734.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -57416.816406 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -57416.82 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 302 members 
Entering Unmasked Estep 
Score: -55874.367188 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -55874.37 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56226.562500 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -56226.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56426.730469 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -56426.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56619.437500 Penalty: 3163.699219
	Iteration 3F: 3 clusters Score -56619.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56765.621094 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -56765.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56973.976562 Penalty: 3163.699219
	Iteration 5F: 3 clusters Score -56973.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57138.902344 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -57138.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57206.437500 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -57206.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -57238.675781 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -57238.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57251.964844 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -57251.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57260.156250 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -57260.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -57265.648438 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -57265.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -57265.648438 Penalty: 3163.699219
	Iteration 12F: 3 clusters Score -57265.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Entering Unmasked Estep 
Score: -4786953.500000 Penalty: 2644.958984
	Iteration 0F: 2 clusters Score -4786954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -4757950.000000 Penalty: 5289.917969
	Iteration 0F: 3 clusters Score -4757950 nChanged 19724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -4768753.500000 Penalty: 5289.917969
	Iteration 1F: 3 clusters Score -4768754 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -4769173.500000 Penalty: 5289.917969
	Iteration 2Q: 3 clusters Score -4769174 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4769542.500000 Penalty: 5289.917969
	Iteration 3Q: 3 clusters Score -4769542 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -4769856.000000 Penalty: 5289.917969
	Iteration 4Q: 3 clusters Score -4769856 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -4770176.500000 Penalty: 5289.917969
	Iteration 5Q: 3 clusters Score -4770176 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -4770530.000000 Penalty: 5289.917969
	Iteration 6Q: 3 clusters Score -4770530 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -4770935.000000 Penalty: 5289.917969
	Iteration 7Q: 3 clusters Score -4770935 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -4771423.000000 Penalty: 5289.917969
	Iteration 8Q: 3 clusters Score -4771423 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -4772105.000000 Penalty: 5289.917969
	Iteration 9Q: 3 clusters Score -4772105 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -4773094.500000 Penalty: 5289.917969
	Iteration 10Q: 3 clusters Score -4773094 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -4774424.500000 Penalty: 5289.917969
	Iteration 11Q: 3 clusters Score -4774424 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -4775777.000000 Penalty: 5289.917969
	Iteration 12Q: 3 clusters Score -4775777 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -4776991.500000 Penalty: 5289.917969
	Iteration 13Q: 3 clusters Score -4776992 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -4778059.000000 Penalty: 5289.917969
	Iteration 14Q: 3 clusters Score -4778059 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -4778947.000000 Penalty: 5289.917969
	Iteration 15Q: 3 clusters Score -4778947 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -4779730.500000 Penalty: 5289.917969
	Iteration 16Q: 3 clusters Score -4779730 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -4780434.000000 Penalty: 5289.917969
	Iteration 17Q: 3 clusters Score -4780434 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -4781083.000000 Penalty: 5289.917969
	Iteration 18Q: 3 clusters Score -4781083 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -4781670.500000 Penalty: 5289.917969
	Iteration 19Q: 3 clusters Score -4781670 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -4782181.500000 Penalty: 5289.917969
	Iteration 20F: 3 clusters Score -4782182 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -4782679.000000 Penalty: 5289.917969
	Iteration 21Q: 3 clusters Score -4782679 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -4783062.500000 Penalty: 5289.917969
	Iteration 22Q: 3 clusters Score -4783062 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -4783362.500000 Penalty: 5289.917969
	Iteration 23Q: 3 clusters Score -4783362 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -4783629.000000 Penalty: 5289.917969
	Iteration 24Q: 3 clusters Score -4783629 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -4783855.500000 Penalty: 5289.917969
	Iteration 25Q: 3 clusters Score -4783856 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -4784013.000000 Penalty: 5289.917969
	Iteration 26Q: 3 clusters Score -4784013 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -4784125.500000 Penalty: 5289.917969
	Iteration 27Q: 3 clusters Score -4784126 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -4784226.000000 Penalty: 5289.917969
	Iteration 28Q: 3 clusters Score -4784226 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -4784312.500000 Penalty: 5289.917969
	Iteration 29Q: 3 clusters Score -4784312 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -4784403.000000 Penalty: 5289.917969
	Iteration 30Q: 3 clusters Score -4784403 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -4784469.000000 Penalty: 5289.917969
	Iteration 31Q: 3 clusters Score -4784469 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -4784526.000000 Penalty: 5289.917969
	Iteration 32Q: 3 clusters Score -4784526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -4784583.500000 Penalty: 5289.917969
	Iteration 33Q: 3 clusters Score -4784584 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -4784635.000000 Penalty: 5289.917969
	Iteration 34Q: 3 clusters Score -4784635 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -4784665.000000 Penalty: 5289.917969
	Iteration 35Q: 3 clusters Score -4784665 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -4784694.500000 Penalty: 5289.917969
	Iteration 36Q: 3 clusters Score -4784694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -4784715.000000 Penalty: 5289.917969
	Iteration 37Q: 3 clusters Score -4784715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -4784740.000000 Penalty: 5289.917969
	Iteration 38Q: 3 clusters Score -4784740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -4784756.000000 Penalty: 5289.917969
	Iteration 39Q: 3 clusters Score -4784756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -4784776.000000 Penalty: 5289.917969
	Iteration 40F: 3 clusters Score -4784776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -4784779.500000 Penalty: 5289.917969
	Iteration 41Q: 3 clusters Score -4784780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -4784781.500000 Penalty: 5289.917969
	Iteration 42Q: 3 clusters Score -4784782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -4784789.500000 Penalty: 5289.917969
	Iteration 43Q: 3 clusters Score -4784790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -4784793.000000 Penalty: 5289.917969
	Iteration 44Q: 3 clusters Score -4784793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -4784800.500000 Penalty: 5289.917969
	Iteration 45Q: 3 clusters Score -4784800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -4784809.000000 Penalty: 5289.917969
	Iteration 46Q: 3 clusters Score -4784809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -4784810.500000 Penalty: 5289.917969
	Iteration 47Q: 3 clusters Score -4784810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -4784814.500000 Penalty: 5289.917969
	Iteration 48Q: 3 clusters Score -4784814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -4784819.000000 Penalty: 5289.917969
	Iteration 49Q: 3 clusters Score -4784819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -4784819.000000 Penalty: 5289.917969
	Iteration 50Q: 3 clusters Score -4784819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -4784819.500000 Penalty: 5289.917969
	Iteration 51Q: 3 clusters Score -4784820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -4784817.000000 Penalty: 5289.917969
	Iteration 52Q: 3 clusters Score -4784817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -4784821.000000 Penalty: 5289.917969
	Iteration 53Q: 3 clusters Score -4784821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -4784819.000000 Penalty: 5289.917969
	Iteration 54Q: 3 clusters Score -4784819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -4784823.000000 Penalty: 5289.917969
	Iteration 55Q: 3 clusters Score -4784823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -4784823.500000 Penalty: 5289.917969
	Iteration 56Q: 3 clusters Score -4784824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -4784825.500000 Penalty: 5289.917969
	Iteration 57Q: 3 clusters Score -4784826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -4784821.000000 Penalty: 5289.917969
	Iteration 58Q: 3 clusters Score -4784821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -4784826.500000 Penalty: 5289.917969
	Iteration 59Q: 3 clusters Score -4784826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -4784826.500000 Penalty: 5289.917969
	Iteration 60F: 3 clusters Score -4784826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -96371.867188 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -96371.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -94536.687500 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -94536.69 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -94792.820312 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -94792.82 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -94862.609375 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -94862.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -94900.390625 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -94900.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -94912.492188 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -94912.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -94914.648438 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -94914.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -94914.648438 Penalty: 3356.602051
	Iteration 6F: 3 clusters Score -94914.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -86762.984375 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -86762.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85004.296875 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -85004.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85210.296875 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -85210.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85274.671875 Penalty: 3296.609619
	Iteration 2Q: 3 clusters Score -85274.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85326.445312 Penalty: 3296.609619
	Iteration 3Q: 3 clusters Score -85326.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85356.734375 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -85356.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85380.171875 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -85380.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -85421.375000 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -85421.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85436.609375 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -85436.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85450.070312 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -85450.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85464.179688 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -85464.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85482.867188 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -85482.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85491.742188 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -85491.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -85492.640625 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -85492.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -85493.710938 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -85493.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -85494.460938 Penalty: 3296.609619
	Iteration 14Q: 3 clusters Score -85494.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -85494.460938 Penalty: 3296.609619
	Iteration 15F: 3 clusters Score -85494.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Entering Unmasked Estep 
Score: -1842242.625000 Penalty: 2398.873779
	Iteration 0F: 2 clusters Score -1842243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1830845.625000 Penalty: 4797.747559
	Iteration 0F: 3 clusters Score -1830846 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1834275.125000 Penalty: 4797.747559
	Iteration 1F: 3 clusters Score -1834275 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1834659.250000 Penalty: 4797.747559
	Iteration 2F: 3 clusters Score -1834659 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1834935.375000 Penalty: 4797.747559
	Iteration 3Q: 3 clusters Score -1834935 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1835217.500000 Penalty: 4797.747559
	Iteration 4Q: 3 clusters Score -1835218 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1835504.625000 Penalty: 4797.747559
	Iteration 5Q: 3 clusters Score -1835505 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1835852.875000 Penalty: 4797.747559
	Iteration 6Q: 3 clusters Score -1835853 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1836259.000000 Penalty: 4797.747559
	Iteration 7Q: 3 clusters Score -1836259 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1836765.375000 Penalty: 4797.747559
	Iteration 8F: 3 clusters Score -1836765 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1837388.125000 Penalty: 4797.747559
	Iteration 9F: 3 clusters Score -1837388 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1838141.375000 Penalty: 4797.747559
	Iteration 10F: 3 clusters Score -1838141 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1838867.500000 Penalty: 4797.747559
	Iteration 11F: 3 clusters Score -1838868 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1839435.875000 Penalty: 4797.747559
	Iteration 12Q: 3 clusters Score -1839436 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1839813.750000 Penalty: 4797.747559
	Iteration 13Q: 3 clusters Score -1839814 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1840021.375000 Penalty: 4797.747559
	Iteration 14Q: 3 clusters Score -1840021 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1840156.875000 Penalty: 4797.747559
	Iteration 15Q: 3 clusters Score -1840157 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1840230.625000 Penalty: 4797.747559
	Iteration 16Q: 3 clusters Score -1840231 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1840271.125000 Penalty: 4797.747559
	Iteration 17Q: 3 clusters Score -1840271 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1840294.250000 Penalty: 4797.747559
	Iteration 18Q: 3 clusters Score -1840294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1840315.625000 Penalty: 4797.747559
	Iteration 19Q: 3 clusters Score -1840316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1840330.625000 Penalty: 4797.747559
	Iteration 20F: 3 clusters Score -1840331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1840342.375000 Penalty: 4797.747559
	Iteration 21Q: 3 clusters Score -1840342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1840359.875000 Penalty: 4797.747559
	Iteration 22Q: 3 clusters Score -1840360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1840363.625000 Penalty: 4797.747559
	Iteration 23Q: 3 clusters Score -1840364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1840370.625000 Penalty: 4797.747559
	Iteration 24Q: 3 clusters Score -1840371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1840377.125000 Penalty: 4797.747559
	Iteration 25Q: 3 clusters Score -1840377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1840377.125000 Penalty: 4797.747559
	Iteration 26Q: 3 clusters Score -1840377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1840383.375000 Penalty: 4797.747559
	Iteration 27Q: 3 clusters Score -1840383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1840388.000000 Penalty: 4797.747559
	Iteration 28Q: 3 clusters Score -1840388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1840390.000000 Penalty: 4797.747559
	Iteration 29Q: 3 clusters Score -1840390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1840394.750000 Penalty: 4797.747559
	Iteration 30Q: 3 clusters Score -1840395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1840396.625000 Penalty: 4797.747559
	Iteration 31Q: 3 clusters Score -1840397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1840399.250000 Penalty: 4797.747559
	Iteration 32Q: 3 clusters Score -1840399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1840404.500000 Penalty: 4797.747559
	Iteration 33Q: 3 clusters Score -1840404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1840409.500000 Penalty: 4797.747559
	Iteration 34Q: 3 clusters Score -1840410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1840412.625000 Penalty: 4797.747559
	Iteration 35Q: 3 clusters Score -1840413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1840416.125000 Penalty: 4797.747559
	Iteration 36Q: 3 clusters Score -1840416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1840419.375000 Penalty: 4797.747559
	Iteration 37Q: 3 clusters Score -1840419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1840420.625000 Penalty: 4797.747559
	Iteration 38Q: 3 clusters Score -1840421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1840420.125000 Penalty: 4797.747559
	Iteration 39Q: 3 clusters Score -1840420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1840420.125000 Penalty: 4797.747559
	Iteration 40F: 3 clusters Score -1840420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Entering Unmasked Estep 
Score: -1975810.375000 Penalty: 2416.299561
	Iteration 0F: 2 clusters Score -1975810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1963638.375000 Penalty: 4832.599121
	Iteration 0F: 3 clusters Score -1963638 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1967543.875000 Penalty: 4832.599121
	Iteration 1F: 3 clusters Score -1967544 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1967881.750000 Penalty: 4832.599121
	Iteration 2F: 3 clusters Score -1967882 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1968156.750000 Penalty: 4832.599121
	Iteration 3Q: 3 clusters Score -1968157 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1968417.000000 Penalty: 4832.599121
	Iteration 4Q: 3 clusters Score -1968417 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1968761.875000 Penalty: 4832.599121
	Iteration 5Q: 3 clusters Score -1968762 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1969253.250000 Penalty: 4832.599121
	Iteration 6Q: 3 clusters Score -1969253 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1970008.625000 Penalty: 4832.599121
	Iteration 7F: 3 clusters Score -1970009 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1971014.375000 Penalty: 4832.599121
	Iteration 8F: 3 clusters Score -1971014 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1972185.875000 Penalty: 4832.599121
	Iteration 9F: 3 clusters Score -1972186 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1973148.500000 Penalty: 4832.599121
	Iteration 10F: 3 clusters Score -1973148 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1973793.875000 Penalty: 4832.599121
	Iteration 11Q: 3 clusters Score -1973794 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1974200.000000 Penalty: 4832.599121
	Iteration 12Q: 3 clusters Score -1974200 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1974400.250000 Penalty: 4832.599121
	Iteration 13Q: 3 clusters Score -1974400 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1974483.875000 Penalty: 4832.599121
	Iteration 14Q: 3 clusters Score -1974484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1974528.875000 Penalty: 4832.599121
	Iteration 15Q: 3 clusters Score -1974529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1974543.250000 Penalty: 4832.599121
	Iteration 16Q: 3 clusters Score -1974543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1974550.000000 Penalty: 4832.599121
	Iteration 17Q: 3 clusters Score -1974550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1974557.000000 Penalty: 4832.599121
	Iteration 18Q: 3 clusters Score -1974557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1974563.875000 Penalty: 4832.599121
	Iteration 19Q: 3 clusters Score -1974564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1974569.250000 Penalty: 4832.599121
	Iteration 20F: 3 clusters Score -1974569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1974573.500000 Penalty: 4832.599121
	Iteration 21Q: 3 clusters Score -1974574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1974571.500000 Penalty: 4832.599121
	Iteration 22Q: 3 clusters Score -1974572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1974574.750000 Penalty: 4832.599121
	Iteration 23Q: 3 clusters Score -1974575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1974576.625000 Penalty: 4832.599121
	Iteration 24Q: 3 clusters Score -1974577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1974573.875000 Penalty: 4832.599121
	Iteration 25Q: 3 clusters Score -1974574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1974578.625000 Penalty: 4832.599121
	Iteration 26Q: 3 clusters Score -1974579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1974580.625000 Penalty: 4832.599121
	Iteration 27Q: 3 clusters Score -1974581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1974582.000000 Penalty: 4832.599121
	Iteration 28Q: 3 clusters Score -1974582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1974583.250000 Penalty: 4832.599121
	Iteration 29Q: 3 clusters Score -1974583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1974587.000000 Penalty: 4832.599121
	Iteration 30Q: 3 clusters Score -1974587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1974590.375000 Penalty: 4832.599121
	Iteration 31Q: 3 clusters Score -1974590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1974590.875000 Penalty: 4832.599121
	Iteration 32Q: 3 clusters Score -1974591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1974596.000000 Penalty: 4832.599121
	Iteration 33Q: 3 clusters Score -1974596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1974599.875000 Penalty: 4832.599121
	Iteration 34Q: 3 clusters Score -1974600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1974599.250000 Penalty: 4832.599121
	Iteration 35Q: 3 clusters Score -1974599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1974599.250000 Penalty: 4832.599121
	Iteration 36F: 3 clusters Score -1974599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -82036.070312 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -82036.07 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 418 members 
Entering Unmasked Estep 
Score: -80300.757812 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -80300.76 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80640.109375 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -80640.11 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80811.062500 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -80811.06 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80887.062500 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -80887.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80953.539062 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -80953.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -81016.242188 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -81016.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81042.578125 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -81042.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81066.460938 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -81066.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -81089.914062 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -81089.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -81112.281250 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -81112.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -81134.664062 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -81134.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -81147.304688 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -81147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -81157.265625 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -81157.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -81161.375000 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -81161.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -81171.726562 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -81171.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -81172.476562 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -81172.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -81172.476562 Penalty: 3336.211914
	Iteration 16F: 3 clusters Score -81172.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (279060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279060 members 
Entering Unmasked Estep 
Score: -31721662.000000 Penalty: 3109.717041
	Iteration 0F: 2 clusters Score -3.172166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139775 members 
Mstep: Class 2 contains 139285 members 
Entering Unmasked Estep 
Score: -31547690.000000 Penalty: 6219.434082
	Iteration 0F: 3 clusters Score -3.154769e+07 nChanged 135023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142340 members 
Mstep: Class 2 contains 136720 members 
Entering Unmasked Estep 
Score: -31627828.000000 Penalty: 6219.434082
	Iteration 1F: 3 clusters Score -3.162783e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143476 members 
Mstep: Class 2 contains 135584 members 
Entering Unmasked Estep 
Score: -31629190.000000 Penalty: 6219.434082
	Iteration 2Q: 3 clusters Score -3.162919e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145466 members 
Mstep: Class 2 contains 133594 members 
Entering Unmasked Estep 
Score: -31630808.000000 Penalty: 6219.434082
	Iteration 3Q: 3 clusters Score -3.163081e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148602 members 
Mstep: Class 2 contains 130458 members 
Entering Unmasked Estep 
Score: -31632900.000000 Penalty: 6219.434082
	Iteration 4Q: 3 clusters Score -3.16329e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153568 members 
Mstep: Class 2 contains 125492 members 
Entering Unmasked Estep 
Score: -31636074.000000 Penalty: 6219.434082
	Iteration 5Q: 3 clusters Score -3.163607e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161185 members 
Mstep: Class 2 contains 117875 members 
Entering Unmasked Estep 
Score: -31640826.000000 Penalty: 6219.434082
	Iteration 6Q: 3 clusters Score -3.164083e+07 nChanged 13084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172405 members 
Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
Score: -31647702.000000 Penalty: 6219.434082
	Iteration 7Q: 3 clusters Score -3.16477e+07 nChanged 16387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187978 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -31658658.000000 Penalty: 6219.434082
	Iteration 8F: 3 clusters Score -3.165866e+07 nChanged 19532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207116 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -31672554.000000 Penalty: 6219.434082
	Iteration 9F: 3 clusters Score -3.167255e+07 nChanged 19746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226648 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -31687326.000000 Penalty: 6219.434082
	Iteration 10F: 3 clusters Score -3.168733e+07 nChanged 16885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243303 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -31698950.000000 Penalty: 6219.434082
	Iteration 11F: 3 clusters Score -3.169895e+07 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255392 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -31707102.000000 Penalty: 6219.434082
	Iteration 12Q: 3 clusters Score -3.17071e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263345 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -31712122.000000 Penalty: 6219.434082
	Iteration 13Q: 3 clusters Score -3.171212e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268457 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -31714846.000000 Penalty: 6219.434082
	Iteration 14Q: 3 clusters Score -3.171485e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271655 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -31716796.000000 Penalty: 6219.434082
	Iteration 15Q: 3 clusters Score -3.17168e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273570 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -31717900.000000 Penalty: 6219.434082
	Iteration 16Q: 3 clusters Score -3.17179e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274715 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -31718580.000000 Penalty: 6219.434082
	Iteration 17Q: 3 clusters Score -3.171858e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275448 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -31718956.000000 Penalty: 6219.434082
	Iteration 18Q: 3 clusters Score -3.171896e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275935 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -31719270.000000 Penalty: 6219.434082
	Iteration 19Q: 3 clusters Score -3.171927e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276278 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -31719444.000000 Penalty: 6219.434082
	Iteration 20F: 3 clusters Score -3.171944e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276523 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -31719576.000000 Penalty: 6219.434082
	Iteration 21Q: 3 clusters Score -3.171958e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276677 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -31719672.000000 Penalty: 6219.434082
	Iteration 22Q: 3 clusters Score -3.171967e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276804 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -31719738.000000 Penalty: 6219.434082
	Iteration 23Q: 3 clusters Score -3.171974e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276905 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -31719812.000000 Penalty: 6219.434082
	Iteration 24Q: 3 clusters Score -3.171981e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276982 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -31719898.000000 Penalty: 6219.434082
	Iteration 25Q: 3 clusters Score -3.17199e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277056 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -31719870.000000 Penalty: 6219.434082
	Iteration 26Q: 3 clusters Score -3.171987e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277105 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -31719890.000000 Penalty: 6219.434082
	Iteration 27Q: 3 clusters Score -3.171989e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277151 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -31719948.000000 Penalty: 6219.434082
	Iteration 28Q: 3 clusters Score -3.171995e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277183 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -31719982.000000 Penalty: 6219.434082
	Iteration 29Q: 3 clusters Score -3.171998e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277225 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -31720022.000000 Penalty: 6219.434082
	Iteration 30Q: 3 clusters Score -3.172002e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277265 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -31720072.000000 Penalty: 6219.434082
	Iteration 31Q: 3 clusters Score -3.172007e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277295 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -31720068.000000 Penalty: 6219.434082
	Iteration 32Q: 3 clusters Score -3.172007e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277311 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -31720118.000000 Penalty: 6219.434082
	Iteration 33Q: 3 clusters Score -3.172012e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277308 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -31720150.000000 Penalty: 6219.434082
	Iteration 34Q: 3 clusters Score -3.172015e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277321 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -31720198.000000 Penalty: 6219.434082
	Iteration 35Q: 3 clusters Score -3.17202e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277337 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -31720164.000000 Penalty: 6219.434082
	Iteration 36Q: 3 clusters Score -3.172016e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277351 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -31720164.000000 Penalty: 6219.434082
	Iteration 37Q: 3 clusters Score -3.172016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277352 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -31720172.000000 Penalty: 6219.434082
	Iteration 38Q: 3 clusters Score -3.172017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277353 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -31720158.000000 Penalty: 6219.434082
	Iteration 39Q: 3 clusters Score -3.172016e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277355 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -31720196.000000 Penalty: 6219.434082
	Iteration 40F: 3 clusters Score -3.17202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277356 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -31720196.000000 Penalty: 6219.434082
	Iteration 41Q: 3 clusters Score -3.17202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277359 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -31720202.000000 Penalty: 6219.434082
	Iteration 42Q: 3 clusters Score -3.17202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277359 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -31720214.000000 Penalty: 6219.434082
	Iteration 43Q: 3 clusters Score -3.172021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277357 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -31720192.000000 Penalty: 6219.434082
	Iteration 44Q: 3 clusters Score -3.172019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277357 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -31720202.000000 Penalty: 6219.434082
	Iteration 45Q: 3 clusters Score -3.17202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277354 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -31720200.000000 Penalty: 6219.434082
	Iteration 46Q: 3 clusters Score -3.17202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277357 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -31720202.000000 Penalty: 6219.434082
	Iteration 47Q: 3 clusters Score -3.17202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277352 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -31720200.000000 Penalty: 6219.434082
	Iteration 48Q: 3 clusters Score -3.17202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277355 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -31720198.000000 Penalty: 6219.434082
	Iteration 49Q: 3 clusters Score -3.17202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277355 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -31720202.000000 Penalty: 6219.434082
	Iteration 50Q: 3 clusters Score -3.17202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277356 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -31720210.000000 Penalty: 6219.434082
	Iteration 51Q: 3 clusters Score -3.172021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277358 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -31720200.000000 Penalty: 6219.434082
	Iteration 52Q: 3 clusters Score -3.17202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277361 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -31720194.000000 Penalty: 6219.434082
	Iteration 53Q: 3 clusters Score -3.172019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277365 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -31720204.000000 Penalty: 6219.434082
	Iteration 54Q: 3 clusters Score -3.17202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277364 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -31720216.000000 Penalty: 6219.434082
	Iteration 55Q: 3 clusters Score -3.172022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277364 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -31720216.000000 Penalty: 6219.434082
	Iteration 56F: 3 clusters Score -3.172022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -40855.789062 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -40855.79 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 200 members 
Entering Unmasked Estep 
Score: -39484.296875 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -39484.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39586.226562 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -39586.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39649.652344 Penalty: 2950.225586
	Iteration 2Q: 3 clusters Score -39649.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39661.949219 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -39661.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39661.949219 Penalty: 2950.225586
	Iteration 4F: 3 clusters Score -39661.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Entering Unmasked Estep 
Score: -1848698.875000 Penalty: 2399.684570
	Iteration 0F: 2 clusters Score -1848699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1837236.375000 Penalty: 4799.369141
	Iteration 0F: 3 clusters Score -1837236 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1840777.000000 Penalty: 4799.369141
	Iteration 1F: 3 clusters Score -1840777 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1841107.500000 Penalty: 4799.369141
	Iteration 2F: 3 clusters Score -1841108 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1841384.500000 Penalty: 4799.369141
	Iteration 3Q: 3 clusters Score -1841384 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1841625.125000 Penalty: 4799.369141
	Iteration 4Q: 3 clusters Score -1841625 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1841820.000000 Penalty: 4799.369141
	Iteration 5Q: 3 clusters Score -1841820 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1842000.875000 Penalty: 4799.369141
	Iteration 6Q: 3 clusters Score -1842001 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1842179.875000 Penalty: 4799.369141
	Iteration 7Q: 3 clusters Score -1842180 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1842363.500000 Penalty: 4799.369141
	Iteration 8Q: 3 clusters Score -1842364 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1842581.625000 Penalty: 4799.369141
	Iteration 9Q: 3 clusters Score -1842582 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1842859.500000 Penalty: 4799.369141
	Iteration 10Q: 3 clusters Score -1842860 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1843186.750000 Penalty: 4799.369141
	Iteration 11Q: 3 clusters Score -1843187 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1843553.000000 Penalty: 4799.369141
	Iteration 12Q: 3 clusters Score -1843553 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1843967.250000 Penalty: 4799.369141
	Iteration 13Q: 3 clusters Score -1843967 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1844391.875000 Penalty: 4799.369141
	Iteration 14Q: 3 clusters Score -1844392 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1844796.875000 Penalty: 4799.369141
	Iteration 15Q: 3 clusters Score -1844797 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1845159.125000 Penalty: 4799.369141
	Iteration 16Q: 3 clusters Score -1845159 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1845449.625000 Penalty: 4799.369141
	Iteration 17Q: 3 clusters Score -1845450 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1845715.250000 Penalty: 4799.369141
	Iteration 18Q: 3 clusters Score -1845715 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1845941.375000 Penalty: 4799.369141
	Iteration 19Q: 3 clusters Score -1845941 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1846103.500000 Penalty: 4799.369141
	Iteration 20F: 3 clusters Score -1846104 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1846237.375000 Penalty: 4799.369141
	Iteration 21Q: 3 clusters Score -1846237 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1846349.750000 Penalty: 4799.369141
	Iteration 22Q: 3 clusters Score -1846350 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1846441.875000 Penalty: 4799.369141
	Iteration 23Q: 3 clusters Score -1846442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1846496.500000 Penalty: 4799.369141
	Iteration 24Q: 3 clusters Score -1846496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1846538.875000 Penalty: 4799.369141
	Iteration 25Q: 3 clusters Score -1846539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1846567.625000 Penalty: 4799.369141
	Iteration 26Q: 3 clusters Score -1846568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1846585.750000 Penalty: 4799.369141
	Iteration 27Q: 3 clusters Score -1846586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1846593.500000 Penalty: 4799.369141
	Iteration 28Q: 3 clusters Score -1846594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1846595.750000 Penalty: 4799.369141
	Iteration 29Q: 3 clusters Score -1846596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1846595.750000 Penalty: 4799.369141
	Iteration 30Q: 3 clusters Score -1846596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1846598.750000 Penalty: 4799.369141
	Iteration 31Q: 3 clusters Score -1846599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1846598.125000 Penalty: 4799.369141
	Iteration 32Q: 3 clusters Score -1846598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1846597.375000 Penalty: 4799.369141
	Iteration 33Q: 3 clusters Score -1846597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1846598.250000 Penalty: 4799.369141
	Iteration 34Q: 3 clusters Score -1846598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1846598.250000 Penalty: 4799.369141
	Iteration 35F: 3 clusters Score -1846598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -69737.296875 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -69737.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68095.304688 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -68095.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68278.585938 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -68278.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68325.257812 Penalty: 3211.049805
	Iteration 2Q: 3 clusters Score -68325.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68346.898438 Penalty: 3211.049805
	Iteration 3Q: 3 clusters Score -68346.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68355.148438 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -68355.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68360.281250 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -68360.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68361.851562 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -68361.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68363.515625 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -68363.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68364.523438 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -68364.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68366.945312 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -68366.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68371.343750 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -68371.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68377.546875 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -68377.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68377.546875 Penalty: 3211.049805
	Iteration 12F: 3 clusters Score -68377.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -340414.687500 Penalty: 2002.203979
	Iteration 0F: 2 clusters Score -340414.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -337015.281250 Penalty: 4004.407959
	Iteration 0F: 3 clusters Score -337015.3 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -337906.718750 Penalty: 4004.407959
	Iteration 1F: 3 clusters Score -337906.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -338160.218750 Penalty: 4004.407959
	Iteration 2F: 3 clusters Score -338160.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -338295.000000 Penalty: 4004.407959
	Iteration 3F: 3 clusters Score -338295 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -338395.187500 Penalty: 4004.407959
	Iteration 4Q: 3 clusters Score -338395.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -338476.562500 Penalty: 4004.407959
	Iteration 5Q: 3 clusters Score -338476.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -338561.750000 Penalty: 4004.407959
	Iteration 6Q: 3 clusters Score -338561.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -338645.750000 Penalty: 4004.407959
	Iteration 7Q: 3 clusters Score -338645.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -338709.312500 Penalty: 4004.407959
	Iteration 8Q: 3 clusters Score -338709.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -338757.093750 Penalty: 4004.407959
	Iteration 9Q: 3 clusters Score -338757.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -338779.562500 Penalty: 4004.407959
	Iteration 10Q: 3 clusters Score -338779.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -338798.531250 Penalty: 4004.407959
	Iteration 11Q: 3 clusters Score -338798.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -338816.531250 Penalty: 4004.407959
	Iteration 12Q: 3 clusters Score -338816.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -338827.281250 Penalty: 4004.407959
	Iteration 13Q: 3 clusters Score -338827.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -338834.531250 Penalty: 4004.407959
	Iteration 14Q: 3 clusters Score -338834.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -338840.281250 Penalty: 4004.407959
	Iteration 15Q: 3 clusters Score -338840.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -338843.187500 Penalty: 4004.407959
	Iteration 16Q: 3 clusters Score -338843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -338844.500000 Penalty: 4004.407959
	Iteration 17Q: 3 clusters Score -338844.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -338845.375000 Penalty: 4004.407959
	Iteration 18Q: 3 clusters Score -338845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -338845.625000 Penalty: 4004.407959
	Iteration 19Q: 3 clusters Score -338845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -338845.937500 Penalty: 4004.407959
	Iteration 20F: 3 clusters Score -338845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -338847.125000 Penalty: 4004.407959
	Iteration 21Q: 3 clusters Score -338847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -338848.656250 Penalty: 4004.407959
	Iteration 22Q: 3 clusters Score -338848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -338849.750000 Penalty: 4004.407959
	Iteration 23Q: 3 clusters Score -338849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -338852.593750 Penalty: 4004.407959
	Iteration 24Q: 3 clusters Score -338852.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -338853.937500 Penalty: 4004.407959
	Iteration 25Q: 3 clusters Score -338853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -338854.656250 Penalty: 4004.407959
	Iteration 26Q: 3 clusters Score -338854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -338855.125000 Penalty: 4004.407959
	Iteration 27Q: 3 clusters Score -338855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -338855.500000 Penalty: 4004.407959
	Iteration 28Q: 3 clusters Score -338855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -338856.281250 Penalty: 4004.407959
	Iteration 29Q: 3 clusters Score -338856.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -338857.218750 Penalty: 4004.407959
	Iteration 30Q: 3 clusters Score -338857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -338857.687500 Penalty: 4004.407959
	Iteration 31Q: 3 clusters Score -338857.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -338857.906250 Penalty: 4004.407959
	Iteration 32Q: 3 clusters Score -338857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -338858.437500 Penalty: 4004.407959
	Iteration 33Q: 3 clusters Score -338858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -338860.187500 Penalty: 4004.407959
	Iteration 34Q: 3 clusters Score -338860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -338860.531250 Penalty: 4004.407959
	Iteration 35Q: 3 clusters Score -338860.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -338861.031250 Penalty: 4004.407959
	Iteration 36Q: 3 clusters Score -338861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -338861.500000 Penalty: 4004.407959
	Iteration 37Q: 3 clusters Score -338861.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -338861.968750 Penalty: 4004.407959
	Iteration 38Q: 3 clusters Score -338862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -338863.281250 Penalty: 4004.407959
	Iteration 39Q: 3 clusters Score -338863.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -338864.531250 Penalty: 4004.407959
	Iteration 40F: 3 clusters Score -338864.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -338865.437500 Penalty: 4004.407959
	Iteration 41Q: 3 clusters Score -338865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -338867.218750 Penalty: 4004.407959
	Iteration 42Q: 3 clusters Score -338867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -338868.312500 Penalty: 4004.407959
	Iteration 43Q: 3 clusters Score -338868.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -338868.250000 Penalty: 4004.407959
	Iteration 44Q: 3 clusters Score -338868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -338868.718750 Penalty: 4004.407959
	Iteration 45Q: 3 clusters Score -338868.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -338869.031250 Penalty: 4004.407959
	Iteration 46Q: 3 clusters Score -338869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -338869.031250 Penalty: 4004.407959
	Iteration 47F: 3 clusters Score -338869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -141020.921875 Penalty: 1774.150757
	Iteration 0F: 2 clusters Score -141020.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -138871.000000 Penalty: 3548.301514
	Iteration 0F: 3 clusters Score -138871 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139205.890625 Penalty: 3548.301514
	Iteration 1F: 3 clusters Score -139205.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -139312.078125 Penalty: 3548.301514
	Iteration 2F: 3 clusters Score -139312.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -139362.406250 Penalty: 3548.301514
	Iteration 3Q: 3 clusters Score -139362.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -139389.437500 Penalty: 3548.301514
	Iteration 4Q: 3 clusters Score -139389.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -139414.125000 Penalty: 3548.301514
	Iteration 5Q: 3 clusters Score -139414.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -139430.015625 Penalty: 3548.301514
	Iteration 6Q: 3 clusters Score -139430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -139445.750000 Penalty: 3548.301514
	Iteration 7Q: 3 clusters Score -139445.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -139457.281250 Penalty: 3548.301514
	Iteration 8Q: 3 clusters Score -139457.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -139464.859375 Penalty: 3548.301514
	Iteration 9Q: 3 clusters Score -139464.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -139475.406250 Penalty: 3548.301514
	Iteration 10Q: 3 clusters Score -139475.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -139483.234375 Penalty: 3548.301514
	Iteration 11Q: 3 clusters Score -139483.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -139488.343750 Penalty: 3548.301514
	Iteration 12Q: 3 clusters Score -139488.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -139495.625000 Penalty: 3548.301514
	Iteration 13Q: 3 clusters Score -139495.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -139501.390625 Penalty: 3548.301514
	Iteration 14Q: 3 clusters Score -139501.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -139506.765625 Penalty: 3548.301514
	Iteration 15Q: 3 clusters Score -139506.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -139512.765625 Penalty: 3548.301514
	Iteration 16Q: 3 clusters Score -139512.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -139532.125000 Penalty: 3548.301514
	Iteration 17Q: 3 clusters Score -139532.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -139543.328125 Penalty: 3548.301514
	Iteration 18Q: 3 clusters Score -139543.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -139548.656250 Penalty: 3548.301514
	Iteration 19Q: 3 clusters Score -139548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -139549.359375 Penalty: 3548.301514
	Iteration 20F: 3 clusters Score -139549.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Entering Unmasked Estep 
Score: -5523704.000000 Penalty: 2675.003418
	Iteration 0F: 2 clusters Score -5523704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -5491038.500000 Penalty: 5350.006836
	Iteration 0F: 3 clusters Score -5491038 nChanged 22280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -5503225.500000 Penalty: 5350.006836
	Iteration 1F: 3 clusters Score -5503226 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -5503693.500000 Penalty: 5350.006836
	Iteration 2Q: 3 clusters Score -5503694 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -5504186.000000 Penalty: 5350.006836
	Iteration 3Q: 3 clusters Score -5504186 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -5504808.000000 Penalty: 5350.006836
	Iteration 4Q: 3 clusters Score -5504808 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5505858.500000 Penalty: 5350.006836
	Iteration 5Q: 3 clusters Score -5505858 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -5507609.000000 Penalty: 5350.006836
	Iteration 6F: 3 clusters Score -5507609 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -5510369.000000 Penalty: 5350.006836
	Iteration 7F: 3 clusters Score -5510369 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -5513914.500000 Penalty: 5350.006836
	Iteration 8F: 3 clusters Score -5513914 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -5517123.000000 Penalty: 5350.006836
	Iteration 9F: 3 clusters Score -5517123 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -5519259.500000 Penalty: 5350.006836
	Iteration 10Q: 3 clusters Score -5519260 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -5520356.500000 Penalty: 5350.006836
	Iteration 11Q: 3 clusters Score -5520356 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -5520890.000000 Penalty: 5350.006836
	Iteration 12Q: 3 clusters Score -5520890 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5521215.500000 Penalty: 5350.006836
	Iteration 13Q: 3 clusters Score -5521216 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5521457.500000 Penalty: 5350.006836
	Iteration 14Q: 3 clusters Score -5521458 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5521585.500000 Penalty: 5350.006836
	Iteration 15Q: 3 clusters Score -5521586 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5521687.500000 Penalty: 5350.006836
	Iteration 16Q: 3 clusters Score -5521688 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5521757.000000 Penalty: 5350.006836
	Iteration 17Q: 3 clusters Score -5521757 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5521817.000000 Penalty: 5350.006836
	Iteration 18Q: 3 clusters Score -5521817 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5521853.500000 Penalty: 5350.006836
	Iteration 19Q: 3 clusters Score -5521854 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5521874.000000 Penalty: 5350.006836
	Iteration 20F: 3 clusters Score -5521874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5521885.500000 Penalty: 5350.006836
	Iteration 21Q: 3 clusters Score -5521886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5521894.000000 Penalty: 5350.006836
	Iteration 22Q: 3 clusters Score -5521894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5521884.500000 Penalty: 5350.006836
	Iteration 23Q: 3 clusters Score -5521884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5521902.500000 Penalty: 5350.006836
	Iteration 24Q: 3 clusters Score -5521902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5521919.500000 Penalty: 5350.006836
	Iteration 25Q: 3 clusters Score -5521920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5521919.500000 Penalty: 5350.006836
	Iteration 26Q: 3 clusters Score -5521920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5521926.500000 Penalty: 5350.006836
	Iteration 27Q: 3 clusters Score -5521926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5521937.500000 Penalty: 5350.006836
	Iteration 28Q: 3 clusters Score -5521938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5521933.500000 Penalty: 5350.006836
	Iteration 29Q: 3 clusters Score -5521934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5521936.000000 Penalty: 5350.006836
	Iteration 30Q: 3 clusters Score -5521936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5521935.000000 Penalty: 5350.006836
	Iteration 31Q: 3 clusters Score -5521935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5521943.000000 Penalty: 5350.006836
	Iteration 32Q: 3 clusters Score -5521943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5521941.500000 Penalty: 5350.006836
	Iteration 33Q: 3 clusters Score -5521942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5521944.000000 Penalty: 5350.006836
	Iteration 34Q: 3 clusters Score -5521944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5521943.000000 Penalty: 5350.006836
	Iteration 35Q: 3 clusters Score -5521943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5521942.000000 Penalty: 5350.006836
	Iteration 36Q: 3 clusters Score -5521942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5521944.000000 Penalty: 5350.006836
	Iteration 37Q: 3 clusters Score -5521944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5521943.000000 Penalty: 5350.006836
	Iteration 38Q: 3 clusters Score -5521943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5521952.000000 Penalty: 5350.006836
	Iteration 39Q: 3 clusters Score -5521952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5521952.000000 Penalty: 5350.006836
	Iteration 40F: 3 clusters Score -5521952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Entering Unmasked Estep 
Score: -2186289.250000 Penalty: 2441.602051
	Iteration 0F: 2 clusters Score -2186289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2172934.500000 Penalty: 4883.204102
	Iteration 0F: 3 clusters Score -2172934 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2177382.000000 Penalty: 4883.204102
	Iteration 1F: 3 clusters Score -2177382 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2177814.750000 Penalty: 4883.204102
	Iteration 2F: 3 clusters Score -2177815 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2178212.500000 Penalty: 4883.204102
	Iteration 3Q: 3 clusters Score -2178212 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2178552.250000 Penalty: 4883.204102
	Iteration 4Q: 3 clusters Score -2178552 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2178875.500000 Penalty: 4883.204102
	Iteration 5Q: 3 clusters Score -2178876 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2179212.000000 Penalty: 4883.204102
	Iteration 6Q: 3 clusters Score -2179212 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2179539.250000 Penalty: 4883.204102
	Iteration 7Q: 3 clusters Score -2179539 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2179913.250000 Penalty: 4883.204102
	Iteration 8Q: 3 clusters Score -2179913 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2180372.750000 Penalty: 4883.204102
	Iteration 9Q: 3 clusters Score -2180373 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2180931.000000 Penalty: 4883.204102
	Iteration 10Q: 3 clusters Score -2180931 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2181591.250000 Penalty: 4883.204102
	Iteration 11F: 3 clusters Score -2181591 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2182265.000000 Penalty: 4883.204102
	Iteration 12Q: 3 clusters Score -2182265 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2182872.750000 Penalty: 4883.204102
	Iteration 13Q: 3 clusters Score -2182873 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2183386.000000 Penalty: 4883.204102
	Iteration 14Q: 3 clusters Score -2183386 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2183749.000000 Penalty: 4883.204102
	Iteration 15Q: 3 clusters Score -2183749 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2184030.250000 Penalty: 4883.204102
	Iteration 16Q: 3 clusters Score -2184030 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2184212.250000 Penalty: 4883.204102
	Iteration 17Q: 3 clusters Score -2184212 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2184351.000000 Penalty: 4883.204102
	Iteration 18Q: 3 clusters Score -2184351 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2184451.500000 Penalty: 4883.204102
	Iteration 19Q: 3 clusters Score -2184452 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2184523.500000 Penalty: 4883.204102
	Iteration 20F: 3 clusters Score -2184524 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2184579.250000 Penalty: 4883.204102
	Iteration 21Q: 3 clusters Score -2184579 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2184615.000000 Penalty: 4883.204102
	Iteration 22Q: 3 clusters Score -2184615 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2184649.750000 Penalty: 4883.204102
	Iteration 23Q: 3 clusters Score -2184650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2184671.000000 Penalty: 4883.204102
	Iteration 24Q: 3 clusters Score -2184671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2184683.250000 Penalty: 4883.204102
	Iteration 25Q: 3 clusters Score -2184683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2184700.000000 Penalty: 4883.204102
	Iteration 26Q: 3 clusters Score -2184700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2184716.250000 Penalty: 4883.204102
	Iteration 27Q: 3 clusters Score -2184716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2184728.500000 Penalty: 4883.204102
	Iteration 28Q: 3 clusters Score -2184728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2184737.750000 Penalty: 4883.204102
	Iteration 29Q: 3 clusters Score -2184738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2184739.500000 Penalty: 4883.204102
	Iteration 30Q: 3 clusters Score -2184740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2184744.500000 Penalty: 4883.204102
	Iteration 31Q: 3 clusters Score -2184744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2184751.500000 Penalty: 4883.204102
	Iteration 32Q: 3 clusters Score -2184752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2184755.500000 Penalty: 4883.204102
	Iteration 33Q: 3 clusters Score -2184756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2184757.250000 Penalty: 4883.204102
	Iteration 34Q: 3 clusters Score -2184757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2184762.500000 Penalty: 4883.204102
	Iteration 35Q: 3 clusters Score -2184762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2184769.250000 Penalty: 4883.204102
	Iteration 36Q: 3 clusters Score -2184769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2184773.250000 Penalty: 4883.204102
	Iteration 37Q: 3 clusters Score -2184773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2184776.750000 Penalty: 4883.204102
	Iteration 38Q: 3 clusters Score -2184777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2184780.000000 Penalty: 4883.204102
	Iteration 39Q: 3 clusters Score -2184780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2184784.750000 Penalty: 4883.204102
	Iteration 40F: 3 clusters Score -2184785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2184786.250000 Penalty: 4883.204102
	Iteration 41Q: 3 clusters Score -2184786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2184790.250000 Penalty: 4883.204102
	Iteration 42Q: 3 clusters Score -2184790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2184789.500000 Penalty: 4883.204102
	Iteration 43Q: 3 clusters Score -2184790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2184793.000000 Penalty: 4883.204102
	Iteration 44Q: 3 clusters Score -2184793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2184799.750000 Penalty: 4883.204102
	Iteration 45Q: 3 clusters Score -2184800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2184806.750000 Penalty: 4883.204102
	Iteration 46Q: 3 clusters Score -2184807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2184809.750000 Penalty: 4883.204102
	Iteration 47Q: 3 clusters Score -2184810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2184812.000000 Penalty: 4883.204102
	Iteration 48Q: 3 clusters Score -2184812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2184813.000000 Penalty: 4883.204102
	Iteration 49Q: 3 clusters Score -2184813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2184814.500000 Penalty: 4883.204102
	Iteration 50Q: 3 clusters Score -2184814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2184819.500000 Penalty: 4883.204102
	Iteration 51Q: 3 clusters Score -2184820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2184821.750000 Penalty: 4883.204102
	Iteration 52Q: 3 clusters Score -2184822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2184819.750000 Penalty: 4883.204102
	Iteration 53Q: 3 clusters Score -2184820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2184823.500000 Penalty: 4883.204102
	Iteration 54Q: 3 clusters Score -2184824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2184824.000000 Penalty: 4883.204102
	Iteration 55Q: 3 clusters Score -2184824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2184828.250000 Penalty: 4883.204102
	Iteration 56Q: 3 clusters Score -2184828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2184829.750000 Penalty: 4883.204102
	Iteration 57Q: 3 clusters Score -2184830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2184829.500000 Penalty: 4883.204102
	Iteration 58Q: 3 clusters Score -2184830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2184828.250000 Penalty: 4883.204102
	Iteration 59Q: 3 clusters Score -2184828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2184829.750000 Penalty: 4883.204102
	Iteration 60F: 3 clusters Score -2184830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2184829.750000 Penalty: 4883.204102
	Iteration 61Q: 3 clusters Score -2184830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2184835.250000 Penalty: 4883.204102
	Iteration 62Q: 3 clusters Score -2184835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2184837.250000 Penalty: 4883.204102
	Iteration 63Q: 3 clusters Score -2184837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2184838.500000 Penalty: 4883.204102
	Iteration 64Q: 3 clusters Score -2184838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2184837.750000 Penalty: 4883.204102
	Iteration 65Q: 3 clusters Score -2184838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2184838.500000 Penalty: 4883.204102
	Iteration 66Q: 3 clusters Score -2184838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2184839.250000 Penalty: 4883.204102
	Iteration 67Q: 3 clusters Score -2184839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2184839.250000 Penalty: 4883.204102
	Iteration 68F: 3 clusters Score -2184839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -73277.539062 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -73277.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71540.328125 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -71540.33 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71818.812500 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -71818.81 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71906.250000 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -71906.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71956.757812 Penalty: 3292.080078
	Iteration 3Q: 3 clusters Score -71956.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -72001.132812 Penalty: 3292.080078
	Iteration 4Q: 3 clusters Score -72001.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -72029.453125 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -72029.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -72081.507812 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -72081.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -72227.140625 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -72227.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -72383.695312 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -72383.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72768.617188 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -72768.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72889.718750 Penalty: 3292.080078
	Iteration 10F: 3 clusters Score -72889.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73038.976562 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -73038.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73162.148438 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -73162.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73203.820312 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -73203.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73218.062500 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -73218.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73255.750000 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -73255.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73307.664062 Penalty: 3292.080078
	Iteration 16Q: 3 clusters Score -73307.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73335.953125 Penalty: 3292.080078
	Iteration 17Q: 3 clusters Score -73335.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -73364.593750 Penalty: 3292.080078
	Iteration 18Q: 3 clusters Score -73364.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73380.953125 Penalty: 3292.080078
	Iteration 19Q: 3 clusters Score -73380.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73382.867188 Penalty: 3292.080078
	Iteration 20F: 3 clusters Score -73382.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4513 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42837 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15881 members 
Mstep: Class 8 contains 17037 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 279060 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 15933 members 
Mstep: Class 13 contains 648 members 
Mstep: Class 14 contains 3208 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 48354 members 
Mstep: Class 19 contains 18867 members 
Mstep: Class 20 contains 503 members 
Mstep: Class 21 contains 179284 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
Score: -70762456.000000 Penalty: 69567.734375
Splitting cluster 20 changes total score from -70763936.000000 to -70762456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (179284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179284 members 
Entering Unmasked Estep 
Score: -20274588.000000 Penalty: 2999.988037
	Iteration 0F: 2 clusters Score -2.027459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 89626 members 
Entering Unmasked Estep 
Score: -20157174.000000 Penalty: 5999.976074
	Iteration 0F: 3 clusters Score -2.015717e+07 nChanged 85989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89741 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -20207806.000000 Penalty: 5999.976074
	Iteration 1F: 3 clusters Score -2.020781e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Mstep: Class 2 contains 89474 members 
Entering Unmasked Estep 
Score: -20209832.000000 Penalty: 5999.976074
	Iteration 2Q: 3 clusters Score -2.020983e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
Score: -20212372.000000 Penalty: 5999.976074
	Iteration 3Q: 3 clusters Score -2.021237e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 89444 members 
Entering Unmasked Estep 
Score: -20216006.000000 Penalty: 5999.976074
	Iteration 4Q: 3 clusters Score -2.021601e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89937 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -20220624.000000 Penalty: 5999.976074
	Iteration 5F: 3 clusters Score -2.022062e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 89210 members 
Entering Unmasked Estep 
Score: -20225908.000000 Penalty: 5999.976074
	Iteration 6F: 3 clusters Score -2.022591e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 88891 members 
Entering Unmasked Estep 
Score: -20232298.000000 Penalty: 5999.976074
	Iteration 7F: 3 clusters Score -2.02323e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90936 members 
Mstep: Class 2 contains 88348 members 
Entering Unmasked Estep 
Score: -20239564.000000 Penalty: 5999.976074
	Iteration 8F: 3 clusters Score -2.023956e+07 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -20245596.000000 Penalty: 5999.976074
	Iteration 9F: 3 clusters Score -2.02456e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -20249180.000000 Penalty: 5999.976074
	Iteration 10Q: 3 clusters Score -2.024918e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 87131 members 
Entering Unmasked Estep 
Score: -20250794.000000 Penalty: 5999.976074
	Iteration 11Q: 3 clusters Score -2.025079e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92434 members 
Mstep: Class 2 contains 86850 members 
Entering Unmasked Estep 
Score: -20251518.000000 Penalty: 5999.976074
	Iteration 12Q: 3 clusters Score -2.025152e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92776 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -20251904.000000 Penalty: 5999.976074
	Iteration 13Q: 3 clusters Score -2.02519e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93150 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -20252140.000000 Penalty: 5999.976074
	Iteration 14Q: 3 clusters Score -2.025214e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93578 members 
Mstep: Class 2 contains 85706 members 
Entering Unmasked Estep 
Score: -20252342.000000 Penalty: 5999.976074
	Iteration 15Q: 3 clusters Score -2.025234e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -20252496.000000 Penalty: 5999.976074
	Iteration 16Q: 3 clusters Score -2.02525e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94448 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -20252626.000000 Penalty: 5999.976074
	Iteration 17Q: 3 clusters Score -2.025263e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94928 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -20252816.000000 Penalty: 5999.976074
	Iteration 18Q: 3 clusters Score -2.025282e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95452 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -20252904.000000 Penalty: 5999.976074
	Iteration 19Q: 3 clusters Score -2.02529e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -20253074.000000 Penalty: 5999.976074
	Iteration 20F: 3 clusters Score -2.025307e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -20253180.000000 Penalty: 5999.976074
	Iteration 21Q: 3 clusters Score -2.025318e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -20253276.000000 Penalty: 5999.976074
	Iteration 22Q: 3 clusters Score -2.025328e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97882 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -20253436.000000 Penalty: 5999.976074
	Iteration 23Q: 3 clusters Score -2.025344e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98574 members 
Mstep: Class 2 contains 80710 members 
Entering Unmasked Estep 
Score: -20253514.000000 Penalty: 5999.976074
	Iteration 24Q: 3 clusters Score -2.025351e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -20253692.000000 Penalty: 5999.976074
	Iteration 25Q: 3 clusters Score -2.025369e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100118 members 
Mstep: Class 2 contains 79166 members 
Entering Unmasked Estep 
Score: -20253758.000000 Penalty: 5999.976074
	Iteration 26Q: 3 clusters Score -2.025376e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100948 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -20253822.000000 Penalty: 5999.976074
	Iteration 27Q: 3 clusters Score -2.025382e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101813 members 
Mstep: Class 2 contains 77471 members 
Entering Unmasked Estep 
Score: -20253934.000000 Penalty: 5999.976074
	Iteration 28Q: 3 clusters Score -2.025393e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102692 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -20253984.000000 Penalty: 5999.976074
	Iteration 29Q: 3 clusters Score -2.025398e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103619 members 
Mstep: Class 2 contains 75665 members 
Entering Unmasked Estep 
Score: -20254040.000000 Penalty: 5999.976074
	Iteration 30Q: 3 clusters Score -2.025404e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -20254078.000000 Penalty: 5999.976074
	Iteration 31Q: 3 clusters Score -2.025408e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -20254218.000000 Penalty: 5999.976074
	Iteration 32Q: 3 clusters Score -2.025422e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106472 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -20254254.000000 Penalty: 5999.976074
	Iteration 33Q: 3 clusters Score -2.025425e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107476 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
Score: -20254334.000000 Penalty: 5999.976074
	Iteration 34Q: 3 clusters Score -2.025433e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108502 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -20254444.000000 Penalty: 5999.976074
	Iteration 35Q: 3 clusters Score -2.025444e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109542 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -20254538.000000 Penalty: 5999.976074
	Iteration 36Q: 3 clusters Score -2.025454e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110603 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -20254658.000000 Penalty: 5999.976074
	Iteration 37Q: 3 clusters Score -2.025466e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111700 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -20254774.000000 Penalty: 5999.976074
	Iteration 38Q: 3 clusters Score -2.025477e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112880 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -20254974.000000 Penalty: 5999.976074
	Iteration 39Q: 3 clusters Score -2.025497e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114134 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -20255220.000000 Penalty: 5999.976074
	Iteration 40F: 3 clusters Score -2.025522e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115421 members 
Mstep: Class 2 contains 63863 members 
Entering Unmasked Estep 
Score: -20255422.000000 Penalty: 5999.976074
	Iteration 41Q: 3 clusters Score -2.025542e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116804 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -20255540.000000 Penalty: 5999.976074
	Iteration 42Q: 3 clusters Score -2.025554e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118202 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -20255764.000000 Penalty: 5999.976074
	Iteration 43Q: 3 clusters Score -2.025576e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119612 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -20255936.000000 Penalty: 5999.976074
	Iteration 44Q: 3 clusters Score -2.025594e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121102 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -20256106.000000 Penalty: 5999.976074
	Iteration 45Q: 3 clusters Score -2.025611e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122673 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -20256378.000000 Penalty: 5999.976074
	Iteration 46Q: 3 clusters Score -2.025638e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124274 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -20256552.000000 Penalty: 5999.976074
	Iteration 47Q: 3 clusters Score -2.025655e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125918 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -20256824.000000 Penalty: 5999.976074
	Iteration 48Q: 3 clusters Score -2.025682e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127595 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -20257154.000000 Penalty: 5999.976074
	Iteration 49Q: 3 clusters Score -2.025715e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129299 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -20257450.000000 Penalty: 5999.976074
	Iteration 50Q: 3 clusters Score -2.025745e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131066 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -20257742.000000 Penalty: 5999.976074
	Iteration 51Q: 3 clusters Score -2.025774e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132790 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -20258112.000000 Penalty: 5999.976074
	Iteration 52Q: 3 clusters Score -2.025811e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134603 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -20258352.000000 Penalty: 5999.976074
	Iteration 53Q: 3 clusters Score -2.025835e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136477 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -20258740.000000 Penalty: 5999.976074
	Iteration 54Q: 3 clusters Score -2.025874e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138365 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -20259146.000000 Penalty: 5999.976074
	Iteration 55Q: 3 clusters Score -2.025915e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140319 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -20259694.000000 Penalty: 5999.976074
	Iteration 56Q: 3 clusters Score -2.025969e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142329 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -20260296.000000 Penalty: 5999.976074
	Iteration 57Q: 3 clusters Score -2.02603e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144329 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -20260800.000000 Penalty: 5999.976074
	Iteration 58Q: 3 clusters Score -2.02608e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146413 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -20261326.000000 Penalty: 5999.976074
	Iteration 59Q: 3 clusters Score -2.026133e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148493 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -20261976.000000 Penalty: 5999.976074
	Iteration 60F: 3 clusters Score -2.026198e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -20262694.000000 Penalty: 5999.976074
	Iteration 61Q: 3 clusters Score -2.026269e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152521 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -20263252.000000 Penalty: 5999.976074
	Iteration 62Q: 3 clusters Score -2.026325e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154415 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -20263846.000000 Penalty: 5999.976074
	Iteration 63Q: 3 clusters Score -2.026385e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156292 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -20264508.000000 Penalty: 5999.976074
	Iteration 64Q: 3 clusters Score -2.026451e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158172 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -20265194.000000 Penalty: 5999.976074
	Iteration 65Q: 3 clusters Score -2.026519e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159986 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -20265856.000000 Penalty: 5999.976074
	Iteration 66Q: 3 clusters Score -2.026586e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161744 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -20266448.000000 Penalty: 5999.976074
	Iteration 67Q: 3 clusters Score -2.026645e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163414 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -20267206.000000 Penalty: 5999.976074
	Iteration 68Q: 3 clusters Score -2.026721e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165031 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -20267872.000000 Penalty: 5999.976074
	Iteration 69Q: 3 clusters Score -2.026787e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166451 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -20268530.000000 Penalty: 5999.976074
	Iteration 70Q: 3 clusters Score -2.026853e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167756 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -20269194.000000 Penalty: 5999.976074
	Iteration 71Q: 3 clusters Score -2.026919e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168938 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -20269820.000000 Penalty: 5999.976074
	Iteration 72Q: 3 clusters Score -2.026982e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169966 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -20270258.000000 Penalty: 5999.976074
	Iteration 73Q: 3 clusters Score -2.027026e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170833 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -20270788.000000 Penalty: 5999.976074
	Iteration 74Q: 3 clusters Score -2.027079e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171548 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -20271244.000000 Penalty: 5999.976074
	Iteration 75Q: 3 clusters Score -2.027124e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172126 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -20271644.000000 Penalty: 5999.976074
	Iteration 76Q: 3 clusters Score -2.027164e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172549 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -20271940.000000 Penalty: 5999.976074
	Iteration 77Q: 3 clusters Score -2.027194e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172897 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -20272100.000000 Penalty: 5999.976074
	Iteration 78Q: 3 clusters Score -2.02721e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173207 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -20272288.000000 Penalty: 5999.976074
	Iteration 79Q: 3 clusters Score -2.027229e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173461 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -20272510.000000 Penalty: 5999.976074
	Iteration 80F: 3 clusters Score -2.027251e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173680 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -20272612.000000 Penalty: 5999.976074
	Iteration 81Q: 3 clusters Score -2.027261e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173870 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -20272722.000000 Penalty: 5999.976074
	Iteration 82Q: 3 clusters Score -2.027272e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174033 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -20272806.000000 Penalty: 5999.976074
	Iteration 83Q: 3 clusters Score -2.027281e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174165 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -20272826.000000 Penalty: 5999.976074
	Iteration 84Q: 3 clusters Score -2.027283e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174288 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -20272882.000000 Penalty: 5999.976074
	Iteration 85Q: 3 clusters Score -2.027288e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174400 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -20272886.000000 Penalty: 5999.976074
	Iteration 86Q: 3 clusters Score -2.027289e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174506 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -20272908.000000 Penalty: 5999.976074
	Iteration 87Q: 3 clusters Score -2.027291e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174591 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -20272966.000000 Penalty: 5999.976074
	Iteration 88Q: 3 clusters Score -2.027297e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174655 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -20273002.000000 Penalty: 5999.976074
	Iteration 89Q: 3 clusters Score -2.0273e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174710 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -20273036.000000 Penalty: 5999.976074
	Iteration 90Q: 3 clusters Score -2.027304e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174759 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -20273106.000000 Penalty: 5999.976074
	Iteration 91Q: 3 clusters Score -2.027311e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174807 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -20273158.000000 Penalty: 5999.976074
	Iteration 92Q: 3 clusters Score -2.027316e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174872 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -20273234.000000 Penalty: 5999.976074
	Iteration 93Q: 3 clusters Score -2.027323e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174917 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -20273390.000000 Penalty: 5999.976074
	Iteration 94Q: 3 clusters Score -2.027339e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174952 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -20273546.000000 Penalty: 5999.976074
	Iteration 95Q: 3 clusters Score -2.027355e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174997 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -20273680.000000 Penalty: 5999.976074
	Iteration 96Q: 3 clusters Score -2.027368e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175024 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -20273888.000000 Penalty: 5999.976074
	Iteration 97Q: 3 clusters Score -2.027389e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175007 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -20274048.000000 Penalty: 5999.976074
	Iteration 98Q: 3 clusters Score -2.027405e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174967 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -20274172.000000 Penalty: 5999.976074
	Iteration 99Q: 3 clusters Score -2.027417e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174927 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -20274294.000000 Penalty: 5999.976074
	Iteration 100F: 3 clusters Score -2.027429e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174890 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -20274326.000000 Penalty: 5999.976074
	Iteration 101Q: 3 clusters Score -2.027433e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174850 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -20274310.000000 Penalty: 5999.976074
	Iteration 102Q: 3 clusters Score -2.027431e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174808 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -20274318.000000 Penalty: 5999.976074
	Iteration 103Q: 3 clusters Score -2.027432e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174773 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -20274330.000000 Penalty: 5999.976074
	Iteration 104Q: 3 clusters Score -2.027433e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174744 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -20274348.000000 Penalty: 5999.976074
	Iteration 105Q: 3 clusters Score -2.027435e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174715 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -20274332.000000 Penalty: 5999.976074
	Iteration 106Q: 3 clusters Score -2.027433e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174684 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -20274348.000000 Penalty: 5999.976074
	Iteration 107Q: 3 clusters Score -2.027435e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174637 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -20274356.000000 Penalty: 5999.976074
	Iteration 108Q: 3 clusters Score -2.027436e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174608 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -20274384.000000 Penalty: 5999.976074
	Iteration 109Q: 3 clusters Score -2.027438e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174595 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -20274394.000000 Penalty: 5999.976074
	Iteration 110Q: 3 clusters Score -2.027439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174590 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -20274394.000000 Penalty: 5999.976074
	Iteration 111Q: 3 clusters Score -2.027439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174582 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -20274396.000000 Penalty: 5999.976074
	Iteration 112Q: 3 clusters Score -2.02744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174576 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -20274394.000000 Penalty: 5999.976074
	Iteration 113Q: 3 clusters Score -2.027439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174563 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -20274392.000000 Penalty: 5999.976074
	Iteration 114Q: 3 clusters Score -2.027439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174556 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -20274384.000000 Penalty: 5999.976074
	Iteration 115Q: 3 clusters Score -2.027438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174549 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -20274378.000000 Penalty: 5999.976074
	Iteration 116Q: 3 clusters Score -2.027438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174544 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -20274378.000000 Penalty: 5999.976074
	Iteration 117Q: 3 clusters Score -2.027438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174538 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -20274392.000000 Penalty: 5999.976074
	Iteration 118Q: 3 clusters Score -2.027439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174532 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -20274392.000000 Penalty: 5999.976074
	Iteration 119Q: 3 clusters Score -2.027439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174525 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -20274388.000000 Penalty: 5999.976074
	Iteration 120F: 3 clusters Score -2.027439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174520 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -20274396.000000 Penalty: 5999.976074
	Iteration 121Q: 3 clusters Score -2.02744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174516 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -20274382.000000 Penalty: 5999.976074
	Iteration 122Q: 3 clusters Score -2.027438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174512 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -20274384.000000 Penalty: 5999.976074
	Iteration 123Q: 3 clusters Score -2.027438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174510 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -20274384.000000 Penalty: 5999.976074
	Iteration 124Q: 3 clusters Score -2.027438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -20274384.000000 Penalty: 5999.976074
	Iteration 125Q: 3 clusters Score -2.027438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -20274384.000000 Penalty: 5999.976074
	Iteration 126F: 3 clusters Score -2.027438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -123613.484375 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -123613.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -121588.273438 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -121588.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121850.195312 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -121850.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -121927.960938 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -121928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -121975.218750 Penalty: 3477.562012
	Iteration 3Q: 3 clusters Score -121975.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -122004.171875 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -122004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -122015.140625 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -122015.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -122022.804688 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -122022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -122027.039062 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -122027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -122028.687500 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -122028.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -122030.898438 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -122030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -122032.343750 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -122032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -122032.343750 Penalty: 3477.562012
	Iteration 11F: 3 clusters Score -122032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4513 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42837 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15881 members 
Mstep: Class 8 contains 17037 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 279060 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 15933 members 
Mstep: Class 13 contains 648 members 
Mstep: Class 14 contains 3208 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 48354 members 
Mstep: Class 19 contains 18867 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 179284 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70764008.000000 Penalty: 66254.992188
Iteration 79Q: 21 clusters Score -7.076401e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4513 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42798 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15915 members 
Mstep: Class 8 contains 17047 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 279632 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 15947 members 
Mstep: Class 13 contains 651 members 
Mstep: Class 14 contains 3200 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 48320 members 
Mstep: Class 19 contains 18904 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 178694 members 
Mstep: Class 22 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763816.000000 Penalty: 66254.992188
Iteration 80F: 21 clusters Score -7.076382e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4513 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42753 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15959 members 
Mstep: Class 8 contains 17053 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 280291 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 15956 members 
Mstep: Class 13 contains 650 members 
Mstep: Class 14 contains 3194 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 48283 members 
Mstep: Class 19 contains 18932 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 178035 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763800.000000 Penalty: 66254.992188
Iteration 81Q: 21 clusters Score -7.07638e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4514 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42706 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 15995 members 
Mstep: Class 8 contains 17055 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 281001 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 15969 members 
Mstep: Class 13 contains 650 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 48234 members 
Mstep: Class 19 contains 18960 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 177343 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
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Iteration 82Q: 21 clusters Score -7.076386e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4516 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42661 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16033 members 
Mstep: Class 8 contains 17058 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 281713 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 15975 members 
Mstep: Class 13 contains 651 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 17 contains 1285 members 
Mstep: Class 18 contains 48203 members 
Mstep: Class 19 contains 18993 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 176632 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 21 clusters Score -7.07637e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4518 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42626 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16062 members 
Mstep: Class 8 contains 17057 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 282496 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 15985 members 
Mstep: Class 13 contains 651 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 48180 members 
Mstep: Class 19 contains 19022 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 175836 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 21 clusters Score -7.07636e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4522 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42580 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16088 members 
Mstep: Class 8 contains 17059 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 283340 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 15997 members 
Mstep: Class 13 contains 651 members 
Mstep: Class 14 contains 3174 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 48159 members 
Mstep: Class 19 contains 19043 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 174997 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 21 clusters Score -7.076355e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4526 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42545 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16112 members 
Mstep: Class 8 contains 17068 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 284160 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 16017 members 
Mstep: Class 13 contains 652 members 
Mstep: Class 14 contains 3171 members 
Mstep: Class 17 contains 1297 members 
Mstep: Class 18 contains 48122 members 
Mstep: Class 19 contains 19055 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 174176 members 
Mstep: Class 22 contains 1111 members 
Entering Unmasked Estep 
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Iteration 86Q: 21 clusters Score -7.076344e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4528 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42506 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16137 members 
Mstep: Class 8 contains 17077 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 284994 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 16030 members 
Mstep: Class 13 contains 652 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 48091 members 
Mstep: Class 19 contains 19075 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 173340 members 
Mstep: Class 22 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 21 clusters Score -7.076339e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4530 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42461 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16158 members 
Mstep: Class 8 contains 17088 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 285811 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 16039 members 
Mstep: Class 13 contains 652 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 18 contains 48068 members 
Mstep: Class 19 contains 19092 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 172536 members 
Mstep: Class 22 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 21 clusters Score -7.076314e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4533 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42435 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16171 members 
Mstep: Class 8 contains 17095 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 286588 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 16052 members 
Mstep: Class 13 contains 651 members 
Mstep: Class 14 contains 3152 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 48037 members 
Mstep: Class 19 contains 19112 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 171762 members 
Mstep: Class 22 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 21 clusters Score -7.076305e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4534 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42404 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16199 members 
Mstep: Class 8 contains 17111 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 287332 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 16059 members 
Mstep: Class 13 contains 651 members 
Mstep: Class 14 contains 3141 members 
Mstep: Class 17 contains 1312 members 
Mstep: Class 18 contains 48007 members 
Mstep: Class 19 contains 19119 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 171028 members 
Mstep: Class 22 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 21 clusters Score -7.076296e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4535 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42377 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16223 members 
Mstep: Class 8 contains 17120 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 288065 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 16066 members 
Mstep: Class 13 contains 650 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 17 contains 1318 members 
Mstep: Class 18 contains 47982 members 
Mstep: Class 19 contains 19129 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 170304 members 
Mstep: Class 22 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 21 clusters Score -7.076296e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4538 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42355 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16249 members 
Mstep: Class 8 contains 17130 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 288775 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 16069 members 
Mstep: Class 13 contains 650 members 
Mstep: Class 14 contains 3118 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 47968 members 
Mstep: Class 19 contains 19145 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 169576 members 
Mstep: Class 22 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 21 clusters Score -7.076279e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4539 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42336 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16268 members 
Mstep: Class 8 contains 17146 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 289485 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 16072 members 
Mstep: Class 13 contains 652 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 17 contains 1331 members 
Mstep: Class 18 contains 47961 members 
Mstep: Class 19 contains 19156 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 168836 members 
Mstep: Class 22 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 21 clusters Score -7.076286e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4540 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42318 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16296 members 
Mstep: Class 8 contains 17158 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 290179 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 16090 members 
Mstep: Class 13 contains 651 members 
Mstep: Class 14 contains 3113 members 
Mstep: Class 17 contains 1333 members 
Mstep: Class 18 contains 47946 members 
Mstep: Class 19 contains 19162 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 168111 members 
Mstep: Class 22 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 21 clusters Score -7.076301e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4542 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42309 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16320 members 
Mstep: Class 8 contains 17172 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 290876 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 16108 members 
Mstep: Class 13 contains 652 members 
Mstep: Class 14 contains 3107 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 47937 members 
Mstep: Class 19 contains 19174 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 167361 members 
Mstep: Class 22 contains 1116 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 21 clusters Score -7.076296e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4545 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42295 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16335 members 
Mstep: Class 8 contains 17172 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 291594 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 16120 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 3106 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 47929 members 
Mstep: Class 19 contains 19188 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 166613 members 
Mstep: Class 22 contains 1117 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 21 clusters Score -7.076293e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42286 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16355 members 
Mstep: Class 8 contains 17173 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 292307 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 16129 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 3095 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 47918 members 
Mstep: Class 19 contains 19202 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 165876 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
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Iteration 97Q: 21 clusters Score -7.07629e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42280 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16367 members 
Mstep: Class 8 contains 17178 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 293041 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 16138 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 47911 members 
Mstep: Class 19 contains 19222 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 165101 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
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Iteration 98Q: 21 clusters Score -7.076271e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4557 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42276 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16375 members 
Mstep: Class 8 contains 17190 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 293798 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 16140 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 3082 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 47895 members 
Mstep: Class 19 contains 19248 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 164319 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
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Iteration 99Q: 21 clusters Score -7.076278e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4557 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42283 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16390 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 294558 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 16139 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 3070 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 47892 members 
Mstep: Class 19 contains 19272 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 163513 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
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Iteration 100F: 21 clusters Score -7.07627e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4557 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42290 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16406 members 
Mstep: Class 8 contains 17216 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 295354 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 16136 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 3064 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 47865 members 
Mstep: Class 19 contains 19293 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 162686 members 
Mstep: Class 22 contains 1119 members 
Entering Unmasked Estep 
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Iteration 101Q: 21 clusters Score -7.076274e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4559 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42278 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16416 members 
Mstep: Class 8 contains 17223 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 296184 members 
Mstep: Class 11 contains 371 members 
Mstep: Class 12 contains 16124 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 3062 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 47850 members 
Mstep: Class 19 contains 19315 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 161862 members 
Mstep: Class 22 contains 1117 members 
Entering Unmasked Estep 
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Iteration 102Q: 21 clusters Score -7.07627e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42274 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16426 members 
Mstep: Class 8 contains 17232 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 296970 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 16115 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 3061 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 47828 members 
Mstep: Class 19 contains 19341 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 161063 members 
Mstep: Class 22 contains 1117 members 
Entering Unmasked Estep 
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Iteration 103Q: 21 clusters Score -7.076274e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4563 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42270 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16443 members 
Mstep: Class 8 contains 17235 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 297736 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 12 contains 16108 members 
Mstep: Class 13 contains 656 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 47779 members 
Mstep: Class 19 contains 19369 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 160306 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
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Iteration 104Q: 21 clusters Score -7.076256e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4566 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42257 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16462 members 
Mstep: Class 8 contains 17249 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 298542 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 16105 members 
Mstep: Class 13 contains 656 members 
Mstep: Class 14 contains 3060 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 47731 members 
Mstep: Class 19 contains 19387 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 159499 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
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Iteration 105Q: 21 clusters Score -7.076242e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4571 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42243 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16481 members 
Mstep: Class 8 contains 17262 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 299365 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 16103 members 
Mstep: Class 13 contains 657 members 
Mstep: Class 14 contains 3062 members 
Mstep: Class 17 contains 1400 members 
Mstep: Class 18 contains 47701 members 
Mstep: Class 19 contains 19401 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 158662 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
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Iteration 106Q: 21 clusters Score -7.076223e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4573 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42249 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16497 members 
Mstep: Class 8 contains 17271 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 300100 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 16107 members 
Mstep: Class 13 contains 656 members 
Mstep: Class 14 contains 3058 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 47681 members 
Mstep: Class 19 contains 19417 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 157891 members 
Mstep: Class 22 contains 1119 members 
Entering Unmasked Estep 
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Iteration 107Q: 21 clusters Score -7.076238e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4574 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42249 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16519 members 
Mstep: Class 8 contains 17273 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 300834 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 12 contains 16116 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 47666 members 
Mstep: Class 19 contains 19441 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 157110 members 
Mstep: Class 22 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762160.000000 Penalty: 66254.992188
Iteration 108Q: 21 clusters Score -7.076216e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4575 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42243 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16546 members 
Mstep: Class 8 contains 17278 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 301565 members 
Mstep: Class 11 contains 363 members 
Mstep: Class 12 contains 16110 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 17 contains 1427 members 
Mstep: Class 18 contains 47633 members 
Mstep: Class 19 contains 19462 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 156369 members 
Mstep: Class 22 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762312.000000 Penalty: 66254.992188
Iteration 109Q: 21 clusters Score -7.076231e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4577 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42253 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16569 members 
Mstep: Class 8 contains 17270 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 302314 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 16111 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 3044 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 47583 members 
Mstep: Class 19 contains 19485 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 155612 members 
Mstep: Class 22 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762176.000000 Penalty: 66254.992188
Iteration 110Q: 21 clusters Score -7.076218e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42256 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 17278 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 303076 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 16105 members 
Mstep: Class 13 contains 657 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 17 contains 1447 members 
Mstep: Class 18 contains 47540 members 
Mstep: Class 19 contains 19489 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 154866 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761992.000000 Penalty: 66254.992188
Iteration 111Q: 21 clusters Score -7.076199e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42252 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16595 members 
Mstep: Class 8 contains 17291 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 303797 members 
Mstep: Class 11 contains 358 members 
Mstep: Class 12 contains 16102 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 3035 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 18 contains 47493 members 
Mstep: Class 19 contains 19493 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 154164 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761792.000000 Penalty: 66254.992188
Iteration 112Q: 21 clusters Score -7.076179e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42254 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16605 members 
Mstep: Class 8 contains 17306 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 304476 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 16102 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 3027 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 47454 members 
Mstep: Class 19 contains 19499 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 153487 members 
Mstep: Class 22 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761696.000000 Penalty: 66254.992188
Iteration 113Q: 21 clusters Score -7.07617e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42252 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16619 members 
Mstep: Class 8 contains 17311 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 305174 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 16103 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 3022 members 
Mstep: Class 17 contains 1473 members 
Mstep: Class 18 contains 47421 members 
Mstep: Class 19 contains 19504 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 152795 members 
Mstep: Class 22 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761688.000000 Penalty: 66254.992188
Iteration 114Q: 21 clusters Score -7.076169e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42260 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16624 members 
Mstep: Class 8 contains 17307 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 305846 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 16118 members 
Mstep: Class 13 contains 657 members 
Mstep: Class 14 contains 3021 members 
Mstep: Class 17 contains 1491 members 
Mstep: Class 18 contains 47399 members 
Mstep: Class 19 contains 19512 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 152097 members 
Mstep: Class 22 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761752.000000 Penalty: 66254.992188
Iteration 115Q: 21 clusters Score -7.076175e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42278 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16639 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 306522 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 16125 members 
Mstep: Class 13 contains 657 members 
Mstep: Class 14 contains 3019 members 
Mstep: Class 17 contains 1506 members 
Mstep: Class 18 contains 47372 members 
Mstep: Class 19 contains 19535 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 151378 members 
Mstep: Class 22 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761656.000000 Penalty: 66254.992188
Iteration 116Q: 21 clusters Score -7.076166e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42298 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16663 members 
Mstep: Class 8 contains 17304 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 307180 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 16135 members 
Mstep: Class 13 contains 657 members 
Mstep: Class 14 contains 3011 members 
Mstep: Class 17 contains 1524 members 
Mstep: Class 18 contains 47353 members 
Mstep: Class 19 contains 19547 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 150660 members 
Mstep: Class 22 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761712.000000 Penalty: 66254.992188
Iteration 117Q: 21 clusters Score -7.076171e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42315 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16681 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 307798 members 
Mstep: Class 11 contains 353 members 
Mstep: Class 12 contains 16135 members 
Mstep: Class 13 contains 657 members 
Mstep: Class 14 contains 3000 members 
Mstep: Class 17 contains 1541 members 
Mstep: Class 18 contains 47334 members 
Mstep: Class 19 contains 19559 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 150012 members 
Mstep: Class 22 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761544.000000 Penalty: 66254.992188
Iteration 118Q: 21 clusters Score -7.076154e+07 nChanged 1047
Entering ConstructFrom: 
Score: -70761544.000000 Penalty: 66254.992188
Entering ConstructFrom: 
Trying to split cluster 1 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -52398.050781 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -52398.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50821.656250 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -50821.66 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51002.667969 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -51002.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51089.902344 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -51089.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51164.562500 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -51164.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51305.398438 Penalty: 3121.535889
	Iteration 4F: 3 clusters Score -51305.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51407.007812 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -51407.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51501.320312 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -51501.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51569.898438 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -51569.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51638.992188 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -51638.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51709.632812 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -51709.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51772.859375 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -51772.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51796.007812 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -51796.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51799.460938 Penalty: 3121.535889
	Iteration 12Q: 3 clusters Score -51799.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51812.511719 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -51812.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51814.281250 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -51814.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51815.441406 Penalty: 3121.535889
	Iteration 15F: 3 clusters Score -51815.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51827.113281 Penalty: 3121.535889
	Iteration 16Q: 3 clusters Score -51827.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51837.683594 Penalty: 3121.535889
	Iteration 17Q: 3 clusters Score -51837.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51839.246094 Penalty: 3121.535889
	Iteration 18Q: 3 clusters Score -51839.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51839.246094 Penalty: 3121.535889
	Iteration 19F: 3 clusters Score -51839.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Entering Unmasked Estep 
Score: -501309.093750 Penalty: 2090.450439
	Iteration 0F: 2 clusters Score -501309.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -497054.656250 Penalty: 4180.900879
	Iteration 0F: 3 clusters Score -497054.7 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -498044.781250 Penalty: 4180.900879
	Iteration 1F: 3 clusters Score -498044.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -498290.156250 Penalty: 4180.900879
	Iteration 2F: 3 clusters Score -498290.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -498504.437500 Penalty: 4180.900879
	Iteration 3F: 3 clusters Score -498504.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -498769.031250 Penalty: 4180.900879
	Iteration 4F: 3 clusters Score -498769 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -499050.062500 Penalty: 4180.900879
	Iteration 5F: 3 clusters Score -499050.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -499300.843750 Penalty: 4180.900879
	Iteration 6F: 3 clusters Score -499300.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -499490.437500 Penalty: 4180.900879
	Iteration 7F: 3 clusters Score -499490.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -499629.343750 Penalty: 4180.900879
	Iteration 8Q: 3 clusters Score -499629.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -499724.062500 Penalty: 4180.900879
	Iteration 9Q: 3 clusters Score -499724.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -499802.968750 Penalty: 4180.900879
	Iteration 10Q: 3 clusters Score -499803 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -499846.687500 Penalty: 4180.900879
	Iteration 11Q: 3 clusters Score -499846.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -499877.031250 Penalty: 4180.900879
	Iteration 12Q: 3 clusters Score -499877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -499896.625000 Penalty: 4180.900879
	Iteration 13Q: 3 clusters Score -499896.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -499913.437500 Penalty: 4180.900879
	Iteration 14Q: 3 clusters Score -499913.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -499923.406250 Penalty: 4180.900879
	Iteration 15Q: 3 clusters Score -499923.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -499930.718750 Penalty: 4180.900879
	Iteration 16Q: 3 clusters Score -499930.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -499934.437500 Penalty: 4180.900879
	Iteration 17Q: 3 clusters Score -499934.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -499938.531250 Penalty: 4180.900879
	Iteration 18Q: 3 clusters Score -499938.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -499944.843750 Penalty: 4180.900879
	Iteration 19Q: 3 clusters Score -499944.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -499948.312500 Penalty: 4180.900879
	Iteration 20F: 3 clusters Score -499948.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -499952.218750 Penalty: 4180.900879
	Iteration 21Q: 3 clusters Score -499952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -499954.593750 Penalty: 4180.900879
	Iteration 22Q: 3 clusters Score -499954.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -499956.937500 Penalty: 4180.900879
	Iteration 23Q: 3 clusters Score -499956.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -499958.500000 Penalty: 4180.900879
	Iteration 24Q: 3 clusters Score -499958.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -499960.312500 Penalty: 4180.900879
	Iteration 25Q: 3 clusters Score -499960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -499960.750000 Penalty: 4180.900879
	Iteration 26Q: 3 clusters Score -499960.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -499961.593750 Penalty: 4180.900879
	Iteration 27Q: 3 clusters Score -499961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -499962.343750 Penalty: 4180.900879
	Iteration 28Q: 3 clusters Score -499962.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -499963.187500 Penalty: 4180.900879
	Iteration 29Q: 3 clusters Score -499963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -499966.531250 Penalty: 4180.900879
	Iteration 30Q: 3 clusters Score -499966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -499968.125000 Penalty: 4180.900879
	Iteration 31Q: 3 clusters Score -499968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -499969.718750 Penalty: 4180.900879
	Iteration 32Q: 3 clusters Score -499969.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -499970.968750 Penalty: 4180.900879
	Iteration 33Q: 3 clusters Score -499971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -499971.781250 Penalty: 4180.900879
	Iteration 34Q: 3 clusters Score -499971.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -499972.406250 Penalty: 4180.900879
	Iteration 35Q: 3 clusters Score -499972.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -499973.250000 Penalty: 4180.900879
	Iteration 36Q: 3 clusters Score -499973.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -499975.125000 Penalty: 4180.900879
	Iteration 37Q: 3 clusters Score -499975.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -499975.656250 Penalty: 4180.900879
	Iteration 38Q: 3 clusters Score -499975.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -499977.375000 Penalty: 4180.900879
	Iteration 39Q: 3 clusters Score -499977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -499978.562500 Penalty: 4180.900879
	Iteration 40F: 3 clusters Score -499978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -499979.125000 Penalty: 4180.900879
	Iteration 41Q: 3 clusters Score -499979.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -499979.625000 Penalty: 4180.900879
	Iteration 42Q: 3 clusters Score -499979.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -499979.625000 Penalty: 4180.900879
	Iteration 43F: 3 clusters Score -499979.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -57416.816406 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -57416.82 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 303 members 
Entering Unmasked Estep 
Score: -55801.562500 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -55801.56 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56031.363281 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -56031.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56157.832031 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -56157.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56225.089844 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -56225.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56291.765625 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -56291.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -56344.242188 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -56344.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56366.046875 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -56366.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56380.968750 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -56380.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56388.312500 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -56388.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56401.378906 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -56401.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56420.601562 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -56420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56423.835938 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -56423.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56426.269531 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -56426.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56426.269531 Penalty: 3163.699219
	Iteration 13F: 3 clusters Score -56426.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Entering Unmasked Estep 
Score: -4731711.500000 Penalty: 2642.041504
	Iteration 0F: 2 clusters Score -4731712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -4702933.000000 Penalty: 5284.083008
	Iteration 0F: 3 clusters Score -4702933 nChanged 19524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -4713668.000000 Penalty: 5284.083008
	Iteration 1F: 3 clusters Score -4713668 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -4714198.000000 Penalty: 5284.083008
	Iteration 2Q: 3 clusters Score -4714198 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -4714760.500000 Penalty: 5284.083008
	Iteration 3Q: 3 clusters Score -4714760 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -4715491.500000 Penalty: 5284.083008
	Iteration 4Q: 3 clusters Score -4715492 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -4716617.500000 Penalty: 5284.083008
	Iteration 5F: 3 clusters Score -4716618 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -4718426.500000 Penalty: 5284.083008
	Iteration 6F: 3 clusters Score -4718426 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -4721318.000000 Penalty: 5284.083008
	Iteration 7F: 3 clusters Score -4721318 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -4724725.000000 Penalty: 5284.083008
	Iteration 8F: 3 clusters Score -4724725 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -4727394.500000 Penalty: 5284.083008
	Iteration 9F: 3 clusters Score -4727394 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -4728645.500000 Penalty: 5284.083008
	Iteration 10Q: 3 clusters Score -4728646 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -4729116.000000 Penalty: 5284.083008
	Iteration 11Q: 3 clusters Score -4729116 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -4729251.000000 Penalty: 5284.083008
	Iteration 12Q: 3 clusters Score -4729251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -4729323.000000 Penalty: 5284.083008
	Iteration 13Q: 3 clusters Score -4729323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -4729345.000000 Penalty: 5284.083008
	Iteration 14Q: 3 clusters Score -4729345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -4729370.000000 Penalty: 5284.083008
	Iteration 15Q: 3 clusters Score -4729370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -4729388.000000 Penalty: 5284.083008
	Iteration 16Q: 3 clusters Score -4729388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -4729403.500000 Penalty: 5284.083008
	Iteration 17Q: 3 clusters Score -4729404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -4729412.500000 Penalty: 5284.083008
	Iteration 18Q: 3 clusters Score -4729412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -4729416.000000 Penalty: 5284.083008
	Iteration 19Q: 3 clusters Score -4729416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -4729418.000000 Penalty: 5284.083008
	Iteration 20F: 3 clusters Score -4729418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -4729424.000000 Penalty: 5284.083008
	Iteration 21Q: 3 clusters Score -4729424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -4729429.000000 Penalty: 5284.083008
	Iteration 22Q: 3 clusters Score -4729429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -4729438.000000 Penalty: 5284.083008
	Iteration 23Q: 3 clusters Score -4729438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -4729441.500000 Penalty: 5284.083008
	Iteration 24Q: 3 clusters Score -4729442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -4729441.500000 Penalty: 5284.083008
	Iteration 25F: 3 clusters Score -4729442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -96371.867188 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -96371.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94542.218750 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -94542.22 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -94779.960938 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -94779.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94871.718750 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -94871.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -94935.125000 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -94935.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94981.828125 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -94981.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95005.125000 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -95005.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95026.007812 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -95026.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95040.132812 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -95040.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95051.671875 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -95051.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95065.125000 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -95065.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95076.984375 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -95076.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -95083.734375 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -95083.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95089.343750 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -95089.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95095.445312 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -95095.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95100.023438 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -95100.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95102.867188 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -95102.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95102.867188 Penalty: 3356.602051
	Iteration 16F: 3 clusters Score -95102.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -86762.984375 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -86762.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84982.164062 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -84982.16 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85234.273438 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -85234.27 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -85328.750000 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -85328.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85363.648438 Penalty: 3296.609619
	Iteration 3Q: 3 clusters Score -85363.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85417.101562 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -85417.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85445.742188 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -85445.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -85484.929688 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -85484.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85523.718750 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -85523.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -85540.109375 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -85540.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -85547.164062 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -85547.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85553.976562 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -85553.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -85563.046875 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -85563.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -85568.992188 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -85568.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -85572.593750 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -85572.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -85575.679688 Penalty: 3296.609619
	Iteration 14Q: 3 clusters Score -85575.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -85576.812500 Penalty: 3296.609619
	Iteration 15Q: 3 clusters Score -85576.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85578.820312 Penalty: 3296.609619
	Iteration 16Q: 3 clusters Score -85578.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85580.867188 Penalty: 3296.609619
	Iteration 17Q: 3 clusters Score -85580.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85580.867188 Penalty: 3296.609619
	Iteration 18F: 3 clusters Score -85580.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Entering Unmasked Estep 
Score: -1936357.750000 Penalty: 2411.478271
	Iteration 0F: 2 clusters Score -1936358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1924411.000000 Penalty: 4822.956543
	Iteration 0F: 3 clusters Score -1924411 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1928400.250000 Penalty: 4822.956543
	Iteration 1F: 3 clusters Score -1928400 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1928779.750000 Penalty: 4822.956543
	Iteration 2F: 3 clusters Score -1928780 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1929116.250000 Penalty: 4822.956543
	Iteration 3Q: 3 clusters Score -1929116 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1929434.750000 Penalty: 4822.956543
	Iteration 4Q: 3 clusters Score -1929435 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1929739.750000 Penalty: 4822.956543
	Iteration 5Q: 3 clusters Score -1929740 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1929999.125000 Penalty: 4822.956543
	Iteration 6Q: 3 clusters Score -1929999 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1930258.750000 Penalty: 4822.956543
	Iteration 7Q: 3 clusters Score -1930259 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1930533.625000 Penalty: 4822.956543
	Iteration 8Q: 3 clusters Score -1930534 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1930837.000000 Penalty: 4822.956543
	Iteration 9Q: 3 clusters Score -1930837 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1931163.625000 Penalty: 4822.956543
	Iteration 10Q: 3 clusters Score -1931164 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1931534.500000 Penalty: 4822.956543
	Iteration 11Q: 3 clusters Score -1931534 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1931917.000000 Penalty: 4822.956543
	Iteration 12Q: 3 clusters Score -1931917 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1932255.375000 Penalty: 4822.956543
	Iteration 13Q: 3 clusters Score -1932255 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1932479.625000 Penalty: 4822.956543
	Iteration 14Q: 3 clusters Score -1932480 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1932637.000000 Penalty: 4822.956543
	Iteration 15Q: 3 clusters Score -1932637 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1932726.125000 Penalty: 4822.956543
	Iteration 16Q: 3 clusters Score -1932726 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1932778.125000 Penalty: 4822.956543
	Iteration 17Q: 3 clusters Score -1932778 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1932810.000000 Penalty: 4822.956543
	Iteration 18Q: 3 clusters Score -1932810 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1932838.125000 Penalty: 4822.956543
	Iteration 19Q: 3 clusters Score -1932838 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1932857.375000 Penalty: 4822.956543
	Iteration 20F: 3 clusters Score -1932857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1932862.500000 Penalty: 4822.956543
	Iteration 21Q: 3 clusters Score -1932862 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1932884.500000 Penalty: 4822.956543
	Iteration 22Q: 3 clusters Score -1932884 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1932894.625000 Penalty: 4822.956543
	Iteration 23Q: 3 clusters Score -1932895 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1932906.625000 Penalty: 4822.956543
	Iteration 24Q: 3 clusters Score -1932907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1932904.750000 Penalty: 4822.956543
	Iteration 25Q: 3 clusters Score -1932905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1932911.500000 Penalty: 4822.956543
	Iteration 26Q: 3 clusters Score -1932912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1932927.375000 Penalty: 4822.956543
	Iteration 27Q: 3 clusters Score -1932927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1932933.625000 Penalty: 4822.956543
	Iteration 28Q: 3 clusters Score -1932934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1932935.750000 Penalty: 4822.956543
	Iteration 29Q: 3 clusters Score -1932936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1932941.625000 Penalty: 4822.956543
	Iteration 30Q: 3 clusters Score -1932942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1932939.625000 Penalty: 4822.956543
	Iteration 31Q: 3 clusters Score -1932940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1932942.625000 Penalty: 4822.956543
	Iteration 32Q: 3 clusters Score -1932943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1932947.625000 Penalty: 4822.956543
	Iteration 33Q: 3 clusters Score -1932948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1932949.875000 Penalty: 4822.956543
	Iteration 34Q: 3 clusters Score -1932950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1932950.375000 Penalty: 4822.956543
	Iteration 35Q: 3 clusters Score -1932950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1932956.500000 Penalty: 4822.956543
	Iteration 36Q: 3 clusters Score -1932956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1932957.375000 Penalty: 4822.956543
	Iteration 37Q: 3 clusters Score -1932957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1932958.375000 Penalty: 4822.956543
	Iteration 38Q: 3 clusters Score -1932958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1932960.875000 Penalty: 4822.956543
	Iteration 39Q: 3 clusters Score -1932961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1932966.000000 Penalty: 4822.956543
	Iteration 40F: 3 clusters Score -1932966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1932963.375000 Penalty: 4822.956543
	Iteration 41Q: 3 clusters Score -1932963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1932966.125000 Penalty: 4822.956543
	Iteration 42Q: 3 clusters Score -1932966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1932967.625000 Penalty: 4822.956543
	Iteration 43Q: 3 clusters Score -1932968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1932971.875000 Penalty: 4822.956543
	Iteration 44Q: 3 clusters Score -1932972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1932975.750000 Penalty: 4822.956543
	Iteration 45Q: 3 clusters Score -1932976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1932977.625000 Penalty: 4822.956543
	Iteration 46Q: 3 clusters Score -1932978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1932976.000000 Penalty: 4822.956543
	Iteration 47Q: 3 clusters Score -1932976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1932978.250000 Penalty: 4822.956543
	Iteration 48Q: 3 clusters Score -1932978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1932978.250000 Penalty: 4822.956543
	Iteration 49Q: 3 clusters Score -1932978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1932984.375000 Penalty: 4822.956543
	Iteration 50Q: 3 clusters Score -1932984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1932984.500000 Penalty: 4822.956543
	Iteration 51Q: 3 clusters Score -1932984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1932986.500000 Penalty: 4822.956543
	Iteration 52Q: 3 clusters Score -1932986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1932987.125000 Penalty: 4822.956543
	Iteration 53Q: 3 clusters Score -1932987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1932987.250000 Penalty: 4822.956543
	Iteration 54Q: 3 clusters Score -1932987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1932984.750000 Penalty: 4822.956543
	Iteration 55Q: 3 clusters Score -1932985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1932986.625000 Penalty: 4822.956543
	Iteration 56Q: 3 clusters Score -1932987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1932986.500000 Penalty: 4822.956543
	Iteration 57Q: 3 clusters Score -1932986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1932990.000000 Penalty: 4822.956543
	Iteration 58Q: 3 clusters Score -1932990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1932990.125000 Penalty: 4822.956543
	Iteration 59Q: 3 clusters Score -1932990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1932992.625000 Penalty: 4822.956543
	Iteration 60F: 3 clusters Score -1932993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1932991.000000 Penalty: 4822.956543
	Iteration 61Q: 3 clusters Score -1932991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1932991.250000 Penalty: 4822.956543
	Iteration 62Q: 3 clusters Score -1932991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1932991.250000 Penalty: 4822.956543
	Iteration 63F: 3 clusters Score -1932991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17302 members 
Entering Unmasked Estep 
Score: -2006995.000000 Penalty: 2420.127197
	Iteration 0F: 2 clusters Score -2006995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1994627.500000 Penalty: 4840.254395
	Iteration 0F: 3 clusters Score -1994628 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1998532.000000 Penalty: 4840.254395
	Iteration 1F: 3 clusters Score -1998532 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1998948.375000 Penalty: 4840.254395
	Iteration 2F: 3 clusters Score -1998948 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1999301.250000 Penalty: 4840.254395
	Iteration 3Q: 3 clusters Score -1999301 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1999705.875000 Penalty: 4840.254395
	Iteration 4Q: 3 clusters Score -1999706 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2000199.625000 Penalty: 4840.254395
	Iteration 5Q: 3 clusters Score -2000200 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2000859.000000 Penalty: 4840.254395
	Iteration 6F: 3 clusters Score -2000859 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2001673.250000 Penalty: 4840.254395
	Iteration 7F: 3 clusters Score -2001673 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2002567.750000 Penalty: 4840.254395
	Iteration 8F: 3 clusters Score -2002568 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2003479.875000 Penalty: 4840.254395
	Iteration 9F: 3 clusters Score -2003480 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2004230.250000 Penalty: 4840.254395
	Iteration 10Q: 3 clusters Score -2004230 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2004745.500000 Penalty: 4840.254395
	Iteration 11Q: 3 clusters Score -2004746 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2005046.625000 Penalty: 4840.254395
	Iteration 12Q: 3 clusters Score -2005047 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2005203.000000 Penalty: 4840.254395
	Iteration 13Q: 3 clusters Score -2005203 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2005288.875000 Penalty: 4840.254395
	Iteration 14Q: 3 clusters Score -2005289 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2005354.125000 Penalty: 4840.254395
	Iteration 15Q: 3 clusters Score -2005354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2005383.375000 Penalty: 4840.254395
	Iteration 16Q: 3 clusters Score -2005383 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2005407.875000 Penalty: 4840.254395
	Iteration 17Q: 3 clusters Score -2005408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2005424.500000 Penalty: 4840.254395
	Iteration 18Q: 3 clusters Score -2005424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2005434.125000 Penalty: 4840.254395
	Iteration 19Q: 3 clusters Score -2005434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2005446.750000 Penalty: 4840.254395
	Iteration 20F: 3 clusters Score -2005447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2005453.875000 Penalty: 4840.254395
	Iteration 21Q: 3 clusters Score -2005454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2005459.250000 Penalty: 4840.254395
	Iteration 22Q: 3 clusters Score -2005459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2005460.125000 Penalty: 4840.254395
	Iteration 23Q: 3 clusters Score -2005460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2005459.750000 Penalty: 4840.254395
	Iteration 24Q: 3 clusters Score -2005460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2005459.625000 Penalty: 4840.254395
	Iteration 25Q: 3 clusters Score -2005460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2005462.375000 Penalty: 4840.254395
	Iteration 26Q: 3 clusters Score -2005462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2005464.500000 Penalty: 4840.254395
	Iteration 27Q: 3 clusters Score -2005464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2005464.125000 Penalty: 4840.254395
	Iteration 28Q: 3 clusters Score -2005464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2005464.500000 Penalty: 4840.254395
	Iteration 29Q: 3 clusters Score -2005464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2005465.625000 Penalty: 4840.254395
	Iteration 30Q: 3 clusters Score -2005466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2005463.250000 Penalty: 4840.254395
	Iteration 31Q: 3 clusters Score -2005463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2005470.250000 Penalty: 4840.254395
	Iteration 32Q: 3 clusters Score -2005470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2005470.250000 Penalty: 4840.254395
	Iteration 33F: 3 clusters Score -2005470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -82036.070312 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -82036.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80275.820312 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -80275.82 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80604.093750 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -80604.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80734.585938 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -80734.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80872.757812 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -80872.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81015.976562 Penalty: 3336.211914
	Iteration 4F: 3 clusters Score -81015.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81105.500000 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -81105.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81155.218750 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -81155.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81221.101562 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -81221.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81339.890625 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -81339.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81637.937500 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -81637.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81722.546875 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -81722.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81772.179688 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -81772.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81797.671875 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -81797.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81806.164062 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -81806.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81823.984375 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -81823.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81831.117188 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -81831.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81839.539062 Penalty: 3336.211914
	Iteration 16Q: 3 clusters Score -81839.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81845.625000 Penalty: 3336.211914
	Iteration 17Q: 3 clusters Score -81845.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81848.789062 Penalty: 3336.211914
	Iteration 18Q: 3 clusters Score -81848.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81854.875000 Penalty: 3336.211914
	Iteration 19Q: 3 clusters Score -81854.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -81875.421875 Penalty: 3336.211914
	Iteration 20F: 3 clusters Score -81875.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81879.609375 Penalty: 3336.211914
	Iteration 21Q: 3 clusters Score -81879.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81887.671875 Penalty: 3336.211914
	Iteration 22Q: 3 clusters Score -81887.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81894.867188 Penalty: 3336.211914
	Iteration 23Q: 3 clusters Score -81894.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -81899.851562 Penalty: 3336.211914
	Iteration 24Q: 3 clusters Score -81899.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -81907.703125 Penalty: 3336.211914
	Iteration 25Q: 3 clusters Score -81907.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -81909.867188 Penalty: 3336.211914
	Iteration 26Q: 3 clusters Score -81909.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -81914.593750 Penalty: 3336.211914
	Iteration 27Q: 3 clusters Score -81914.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81916.250000 Penalty: 3336.211914
	Iteration 28Q: 3 clusters Score -81916.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81916.250000 Penalty: 3336.211914
	Iteration 29F: 3 clusters Score -81916.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (308401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308401 members 
Entering Unmasked Estep 
Score: -34997668.000000 Penalty: 3134.510742
	Iteration 0F: 2 clusters Score -3.499767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154126 members 
Mstep: Class 2 contains 154275 members 
Entering Unmasked Estep 
Score: -34810932.000000 Penalty: 6269.021484
	Iteration 0F: 3 clusters Score -3.481093e+07 nChanged 149082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156414 members 
Mstep: Class 2 contains 151987 members 
Entering Unmasked Estep 
Score: -34899184.000000 Penalty: 6269.021484
	Iteration 1F: 3 clusters Score -3.489918e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 151663 members 
Entering Unmasked Estep 
Score: -34900060.000000 Penalty: 6269.021484
	Iteration 2Q: 3 clusters Score -3.490006e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157191 members 
Mstep: Class 2 contains 151210 members 
Entering Unmasked Estep 
Score: -34901116.000000 Penalty: 6269.021484
	Iteration 3Q: 3 clusters Score -3.490112e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157758 members 
Mstep: Class 2 contains 150643 members 
Entering Unmasked Estep 
Score: -34902528.000000 Penalty: 6269.021484
	Iteration 4Q: 3 clusters Score -3.490253e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158350 members 
Mstep: Class 2 contains 150051 members 
Entering Unmasked Estep 
Score: -34904032.000000 Penalty: 6269.021484
	Iteration 5Q: 3 clusters Score -3.490403e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159012 members 
Mstep: Class 2 contains 149389 members 
Entering Unmasked Estep 
Score: -34906172.000000 Penalty: 6269.021484
	Iteration 6Q: 3 clusters Score -3.490617e+07 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159655 members 
Mstep: Class 2 contains 148746 members 
Entering Unmasked Estep 
Score: -34909008.000000 Penalty: 6269.021484
	Iteration 7Q: 3 clusters Score -3.490901e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160068 members 
Mstep: Class 2 contains 148333 members 
Entering Unmasked Estep 
Score: -34912788.000000 Penalty: 6269.021484
	Iteration 8Q: 3 clusters Score -3.491279e+07 nChanged 13098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160014 members 
Mstep: Class 2 contains 148387 members 
Entering Unmasked Estep 
Score: -34918376.000000 Penalty: 6269.021484
	Iteration 9Q: 3 clusters Score -3.491838e+07 nChanged 15252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159106 members 
Mstep: Class 2 contains 149295 members 
Entering Unmasked Estep 
Score: -34926464.000000 Penalty: 6269.021484
	Iteration 10Q: 3 clusters Score -3.492646e+07 nChanged 17514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157024 members 
Mstep: Class 2 contains 151377 members 
Entering Unmasked Estep 
Score: -34937128.000000 Penalty: 6269.021484
	Iteration 11F: 3 clusters Score -3.493713e+07 nChanged 18875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153727 members 
Mstep: Class 2 contains 154674 members 
Entering Unmasked Estep 
Score: -34949372.000000 Penalty: 6269.021484
	Iteration 12F: 3 clusters Score -3.494937e+07 nChanged 16919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149884 members 
Mstep: Class 2 contains 158517 members 
Entering Unmasked Estep 
Score: -34958000.000000 Penalty: 6269.021484
	Iteration 13F: 3 clusters Score -3.4958e+07 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146242 members 
Mstep: Class 2 contains 162159 members 
Entering Unmasked Estep 
Score: -34961544.000000 Penalty: 6269.021484
	Iteration 14Q: 3 clusters Score -3.496154e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142674 members 
Mstep: Class 2 contains 165727 members 
Entering Unmasked Estep 
Score: -34962684.000000 Penalty: 6269.021484
	Iteration 15Q: 3 clusters Score -3.496268e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138867 members 
Mstep: Class 2 contains 169534 members 
Entering Unmasked Estep 
Score: -34963484.000000 Penalty: 6269.021484
	Iteration 16Q: 3 clusters Score -3.496348e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134815 members 
Mstep: Class 2 contains 173586 members 
Entering Unmasked Estep 
Score: -34964164.000000 Penalty: 6269.021484
	Iteration 17Q: 3 clusters Score -3.496416e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130635 members 
Mstep: Class 2 contains 177766 members 
Entering Unmasked Estep 
Score: -34964536.000000 Penalty: 6269.021484
	Iteration 18Q: 3 clusters Score -3.496454e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126221 members 
Mstep: Class 2 contains 182180 members 
Entering Unmasked Estep 
Score: -34965212.000000 Penalty: 6269.021484
	Iteration 19Q: 3 clusters Score -3.496521e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121400 members 
Mstep: Class 2 contains 187001 members 
Entering Unmasked Estep 
Score: -34965996.000000 Penalty: 6269.021484
	Iteration 20F: 3 clusters Score -3.4966e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116306 members 
Mstep: Class 2 contains 192095 members 
Entering Unmasked Estep 
Score: -34966900.000000 Penalty: 6269.021484
	Iteration 21Q: 3 clusters Score -3.49669e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110815 members 
Mstep: Class 2 contains 197586 members 
Entering Unmasked Estep 
Score: -34968160.000000 Penalty: 6269.021484
	Iteration 22Q: 3 clusters Score -3.496816e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105090 members 
Mstep: Class 2 contains 203311 members 
Entering Unmasked Estep 
Score: -34969560.000000 Penalty: 6269.021484
	Iteration 23Q: 3 clusters Score -3.496956e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99066 members 
Mstep: Class 2 contains 209335 members 
Entering Unmasked Estep 
Score: -34971176.000000 Penalty: 6269.021484
	Iteration 24Q: 3 clusters Score -3.497118e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92689 members 
Mstep: Class 2 contains 215712 members 
Entering Unmasked Estep 
Score: -34972780.000000 Penalty: 6269.021484
	Iteration 25Q: 3 clusters Score -3.497278e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 222465 members 
Entering Unmasked Estep 
Score: -34974780.000000 Penalty: 6269.021484
	Iteration 26Q: 3 clusters Score -3.497478e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78859 members 
Mstep: Class 2 contains 229542 members 
Entering Unmasked Estep 
Score: -34976768.000000 Penalty: 6269.021484
	Iteration 27Q: 3 clusters Score -3.497677e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 236767 members 
Entering Unmasked Estep 
Score: -34978772.000000 Penalty: 6269.021484
	Iteration 28Q: 3 clusters Score -3.497877e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 243917 members 
Entering Unmasked Estep 
Score: -34980804.000000 Penalty: 6269.021484
	Iteration 29Q: 3 clusters Score -3.49808e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 250922 members 
Entering Unmasked Estep 
Score: -34983188.000000 Penalty: 6269.021484
	Iteration 30Q: 3 clusters Score -3.498319e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 257489 members 
Entering Unmasked Estep 
Score: -34984804.000000 Penalty: 6269.021484
	Iteration 31Q: 3 clusters Score -3.49848e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 263522 members 
Entering Unmasked Estep 
Score: -34986384.000000 Penalty: 6269.021484
	Iteration 32Q: 3 clusters Score -3.498638e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 268897 members 
Entering Unmasked Estep 
Score: -34987696.000000 Penalty: 6269.021484
	Iteration 33Q: 3 clusters Score -3.49877e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 273623 members 
Entering Unmasked Estep 
Score: -34988904.000000 Penalty: 6269.021484
	Iteration 34Q: 3 clusters Score -3.49889e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 277814 members 
Entering Unmasked Estep 
Score: -34989912.000000 Penalty: 6269.021484
	Iteration 35Q: 3 clusters Score -3.498991e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 281361 members 
Entering Unmasked Estep 
Score: -34990760.000000 Penalty: 6269.021484
	Iteration 36Q: 3 clusters Score -3.499076e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 284420 members 
Entering Unmasked Estep 
Score: -34991668.000000 Penalty: 6269.021484
	Iteration 37Q: 3 clusters Score -3.499167e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 287047 members 
Entering Unmasked Estep 
Score: -34992376.000000 Penalty: 6269.021484
	Iteration 38Q: 3 clusters Score -3.499238e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 289247 members 
Entering Unmasked Estep 
Score: -34992892.000000 Penalty: 6269.021484
	Iteration 39Q: 3 clusters Score -3.499289e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 291114 members 
Entering Unmasked Estep 
Score: -34993952.000000 Penalty: 6269.021484
	Iteration 40F: 3 clusters Score -3.499395e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 293304 members 
Entering Unmasked Estep 
Score: -34994568.000000 Penalty: 6269.021484
	Iteration 41Q: 3 clusters Score -3.499457e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 295136 members 
Entering Unmasked Estep 
Score: -34995292.000000 Penalty: 6269.021484
	Iteration 42Q: 3 clusters Score -3.499529e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 296686 members 
Entering Unmasked Estep 
Score: -34995560.000000 Penalty: 6269.021484
	Iteration 43Q: 3 clusters Score -3.499556e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 297960 members 
Entering Unmasked Estep 
Score: -34995944.000000 Penalty: 6269.021484
	Iteration 44Q: 3 clusters Score -3.499594e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 299003 members 
Entering Unmasked Estep 
Score: -34996228.000000 Penalty: 6269.021484
	Iteration 45Q: 3 clusters Score -3.499623e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 299905 members 
Entering Unmasked Estep 
Score: -34996524.000000 Penalty: 6269.021484
	Iteration 46Q: 3 clusters Score -3.499652e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 300683 members 
Entering Unmasked Estep 
Score: -34996788.000000 Penalty: 6269.021484
	Iteration 47Q: 3 clusters Score -3.499679e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 301277 members 
Entering Unmasked Estep 
Score: -34996896.000000 Penalty: 6269.021484
	Iteration 48Q: 3 clusters Score -3.49969e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 301768 members 
Entering Unmasked Estep 
Score: -34996948.000000 Penalty: 6269.021484
	Iteration 49Q: 3 clusters Score -3.499695e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 302183 members 
Entering Unmasked Estep 
Score: -34997028.000000 Penalty: 6269.021484
	Iteration 50Q: 3 clusters Score -3.499703e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 302534 members 
Entering Unmasked Estep 
Score: -34997072.000000 Penalty: 6269.021484
	Iteration 51Q: 3 clusters Score -3.499707e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 302829 members 
Entering Unmasked Estep 
Score: -34997192.000000 Penalty: 6269.021484
	Iteration 52Q: 3 clusters Score -3.499719e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 303065 members 
Entering Unmasked Estep 
Score: -34997208.000000 Penalty: 6269.021484
	Iteration 53Q: 3 clusters Score -3.499721e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 303284 members 
Entering Unmasked Estep 
Score: -34997176.000000 Penalty: 6269.021484
	Iteration 54Q: 3 clusters Score -3.499718e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 303463 members 
Entering Unmasked Estep 
Score: -34997208.000000 Penalty: 6269.021484
	Iteration 55Q: 3 clusters Score -3.499721e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 303614 members 
Entering Unmasked Estep 
Score: -34997252.000000 Penalty: 6269.021484
	Iteration 56Q: 3 clusters Score -3.499725e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 303740 members 
Entering Unmasked Estep 
Score: -34997228.000000 Penalty: 6269.021484
	Iteration 57Q: 3 clusters Score -3.499723e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 303869 members 
Entering Unmasked Estep 
Score: -34997268.000000 Penalty: 6269.021484
	Iteration 58Q: 3 clusters Score -3.499727e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 303994 members 
Entering Unmasked Estep 
Score: -34997320.000000 Penalty: 6269.021484
	Iteration 59Q: 3 clusters Score -3.499732e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 304110 members 
Entering Unmasked Estep 
Score: -34997396.000000 Penalty: 6269.021484
	Iteration 60F: 3 clusters Score -3.49974e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 304224 members 
Entering Unmasked Estep 
Score: -34997472.000000 Penalty: 6269.021484
	Iteration 61Q: 3 clusters Score -3.499747e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 304348 members 
Entering Unmasked Estep 
Score: -34997548.000000 Penalty: 6269.021484
	Iteration 62Q: 3 clusters Score -3.499755e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 304456 members 
Entering Unmasked Estep 
Score: -34997660.000000 Penalty: 6269.021484
	Iteration 63Q: 3 clusters Score -3.499766e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 304561 members 
Entering Unmasked Estep 
Score: -34997724.000000 Penalty: 6269.021484
	Iteration 64Q: 3 clusters Score -3.499772e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 304654 members 
Entering Unmasked Estep 
Score: -34997728.000000 Penalty: 6269.021484
	Iteration 65Q: 3 clusters Score -3.499773e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 304723 members 
Entering Unmasked Estep 
Score: -34997784.000000 Penalty: 6269.021484
	Iteration 66Q: 3 clusters Score -3.499778e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 304741 members 
Entering Unmasked Estep 
Score: -34997824.000000 Penalty: 6269.021484
	Iteration 67Q: 3 clusters Score -3.499782e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 304778 members 
Entering Unmasked Estep 
Score: -34997972.000000 Penalty: 6269.021484
	Iteration 68Q: 3 clusters Score -3.499797e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 304803 members 
Entering Unmasked Estep 
Score: -34998012.000000 Penalty: 6269.021484
	Iteration 69Q: 3 clusters Score -3.499801e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 304821 members 
Entering Unmasked Estep 
Score: -34998088.000000 Penalty: 6269.021484
	Iteration 70Q: 3 clusters Score -3.499809e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 304811 members 
Entering Unmasked Estep 
Score: -34998112.000000 Penalty: 6269.021484
	Iteration 71Q: 3 clusters Score -3.499811e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 304787 members 
Entering Unmasked Estep 
Score: -34998168.000000 Penalty: 6269.021484
	Iteration 72Q: 3 clusters Score -3.499817e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 304757 members 
Entering Unmasked Estep 
Score: -34998160.000000 Penalty: 6269.021484
	Iteration 73Q: 3 clusters Score -3.499816e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 304721 members 
Entering Unmasked Estep 
Score: -34998216.000000 Penalty: 6269.021484
	Iteration 74Q: 3 clusters Score -3.499822e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 304702 members 
Entering Unmasked Estep 
Score: -34998228.000000 Penalty: 6269.021484
	Iteration 75Q: 3 clusters Score -3.499823e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 304686 members 
Entering Unmasked Estep 
Score: -34998272.000000 Penalty: 6269.021484
	Iteration 76Q: 3 clusters Score -3.499827e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 304674 members 
Entering Unmasked Estep 
Score: -34998276.000000 Penalty: 6269.021484
	Iteration 77Q: 3 clusters Score -3.499828e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 304661 members 
Entering Unmasked Estep 
Score: -34998248.000000 Penalty: 6269.021484
	Iteration 78Q: 3 clusters Score -3.499825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 304652 members 
Entering Unmasked Estep 
Score: -34998220.000000 Penalty: 6269.021484
	Iteration 79Q: 3 clusters Score -3.499822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 304649 members 
Entering Unmasked Estep 
Score: -34998212.000000 Penalty: 6269.021484
	Iteration 80F: 3 clusters Score -3.499821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 304647 members 
Entering Unmasked Estep 
Score: -34998256.000000 Penalty: 6269.021484
	Iteration 81Q: 3 clusters Score -3.499826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 304642 members 
Entering Unmasked Estep 
Score: -34998256.000000 Penalty: 6269.021484
	Iteration 82Q: 3 clusters Score -3.499826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 304637 members 
Entering Unmasked Estep 
Score: -34998260.000000 Penalty: 6269.021484
	Iteration 83Q: 3 clusters Score -3.499826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 304632 members 
Entering Unmasked Estep 
Score: -34998260.000000 Penalty: 6269.021484
	Iteration 84Q: 3 clusters Score -3.499826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 304633 members 
Entering Unmasked Estep 
Score: -34998268.000000 Penalty: 6269.021484
	Iteration 85Q: 3 clusters Score -3.499827e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 304629 members 
Entering Unmasked Estep 
Score: -34998264.000000 Penalty: 6269.021484
	Iteration 86Q: 3 clusters Score -3.499826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 304618 members 
Entering Unmasked Estep 
Score: -34998300.000000 Penalty: 6269.021484
	Iteration 87Q: 3 clusters Score -3.49983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 304608 members 
Entering Unmasked Estep 
Score: -34998276.000000 Penalty: 6269.021484
	Iteration 88Q: 3 clusters Score -3.499828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 304605 members 
Entering Unmasked Estep 
Score: -34998264.000000 Penalty: 6269.021484
	Iteration 89Q: 3 clusters Score -3.499826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 304597 members 
Entering Unmasked Estep 
Score: -34998244.000000 Penalty: 6269.021484
	Iteration 90Q: 3 clusters Score -3.499824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 304591 members 
Entering Unmasked Estep 
Score: -34998244.000000 Penalty: 6269.021484
	Iteration 91Q: 3 clusters Score -3.499824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 304582 members 
Entering Unmasked Estep 
Score: -34998252.000000 Penalty: 6269.021484
	Iteration 92Q: 3 clusters Score -3.499825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 304575 members 
Entering Unmasked Estep 
Score: -34998268.000000 Penalty: 6269.021484
	Iteration 93Q: 3 clusters Score -3.499827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 304572 members 
Entering Unmasked Estep 
Score: -34998284.000000 Penalty: 6269.021484
	Iteration 94Q: 3 clusters Score -3.499828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 304565 members 
Entering Unmasked Estep 
Score: -34998288.000000 Penalty: 6269.021484
	Iteration 95Q: 3 clusters Score -3.499829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 304559 members 
Entering Unmasked Estep 
Score: -34998292.000000 Penalty: 6269.021484
	Iteration 96Q: 3 clusters Score -3.499829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 304556 members 
Entering Unmasked Estep 
Score: -34998264.000000 Penalty: 6269.021484
	Iteration 97Q: 3 clusters Score -3.499826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 304555 members 
Entering Unmasked Estep 
Score: -34998256.000000 Penalty: 6269.021484
	Iteration 98Q: 3 clusters Score -3.499826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 304554 members 
Entering Unmasked Estep 
Score: -34998256.000000 Penalty: 6269.021484
	Iteration 99Q: 3 clusters Score -3.499826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 304553 members 
Entering Unmasked Estep 
Score: -34998264.000000 Penalty: 6269.021484
	Iteration 100F: 3 clusters Score -3.499826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42336 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16709 members 
Mstep: Class 8 contains 17302 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 3848 members 
Mstep: Class 11 contains 353 members 
Mstep: Class 12 contains 16139 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 304553 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 47320 members 
Mstep: Class 19 contains 19564 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 149356 members 
Mstep: Class 22 contains 1128 members 
Entering Unmasked Estep 
Score: -70761664.000000 Penalty: 69567.734375
Splitting cluster 10 changes total score from -70761544.000000 to -70761664.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 11 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -37484.445312 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -37484.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36112.015625 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -36112.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36205.601562 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -36205.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36256.554688 Penalty: 2909.768066
	Iteration 2Q: 3 clusters Score -36256.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36257.718750 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -36257.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36257.718750 Penalty: 2909.768066
	Iteration 4F: 3 clusters Score -36257.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Entering Unmasked Estep 
Score: -1871928.375000 Penalty: 2402.870605
	Iteration 0F: 2 clusters Score -1871928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1860332.000000 Penalty: 4805.741211
	Iteration 0F: 3 clusters Score -1860332 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1864051.625000 Penalty: 4805.741211
	Iteration 1F: 3 clusters Score -1864052 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1864335.125000 Penalty: 4805.741211
	Iteration 2F: 3 clusters Score -1864335 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1864584.000000 Penalty: 4805.741211
	Iteration 3Q: 3 clusters Score -1864584 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1864792.125000 Penalty: 4805.741211
	Iteration 4Q: 3 clusters Score -1864792 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1864981.000000 Penalty: 4805.741211
	Iteration 5Q: 3 clusters Score -1864981 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1865174.625000 Penalty: 4805.741211
	Iteration 6Q: 3 clusters Score -1865175 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1865382.875000 Penalty: 4805.741211
	Iteration 7Q: 3 clusters Score -1865383 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1865648.500000 Penalty: 4805.741211
	Iteration 8Q: 3 clusters Score -1865648 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1866013.375000 Penalty: 4805.741211
	Iteration 9Q: 3 clusters Score -1866013 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1866483.625000 Penalty: 4805.741211
	Iteration 10Q: 3 clusters Score -1866484 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1867061.375000 Penalty: 4805.741211
	Iteration 11F: 3 clusters Score -1867061 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1867672.250000 Penalty: 4805.741211
	Iteration 12F: 3 clusters Score -1867672 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1868260.250000 Penalty: 4805.741211
	Iteration 13Q: 3 clusters Score -1868260 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1868798.000000 Penalty: 4805.741211
	Iteration 14Q: 3 clusters Score -1868798 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1869179.625000 Penalty: 4805.741211
	Iteration 15Q: 3 clusters Score -1869180 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1869434.875000 Penalty: 4805.741211
	Iteration 16Q: 3 clusters Score -1869435 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1869582.250000 Penalty: 4805.741211
	Iteration 17Q: 3 clusters Score -1869582 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1869674.750000 Penalty: 4805.741211
	Iteration 18Q: 3 clusters Score -1869675 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1869725.125000 Penalty: 4805.741211
	Iteration 19Q: 3 clusters Score -1869725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1869752.750000 Penalty: 4805.741211
	Iteration 20F: 3 clusters Score -1869753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1869777.125000 Penalty: 4805.741211
	Iteration 21Q: 3 clusters Score -1869777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1869794.500000 Penalty: 4805.741211
	Iteration 22Q: 3 clusters Score -1869794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1869805.000000 Penalty: 4805.741211
	Iteration 23Q: 3 clusters Score -1869805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1869815.250000 Penalty: 4805.741211
	Iteration 24Q: 3 clusters Score -1869815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1869824.875000 Penalty: 4805.741211
	Iteration 25Q: 3 clusters Score -1869825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1869837.875000 Penalty: 4805.741211
	Iteration 26Q: 3 clusters Score -1869838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1869843.375000 Penalty: 4805.741211
	Iteration 27Q: 3 clusters Score -1869843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1869849.000000 Penalty: 4805.741211
	Iteration 28Q: 3 clusters Score -1869849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1869850.500000 Penalty: 4805.741211
	Iteration 29Q: 3 clusters Score -1869850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1869851.875000 Penalty: 4805.741211
	Iteration 30Q: 3 clusters Score -1869852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1869854.875000 Penalty: 4805.741211
	Iteration 31Q: 3 clusters Score -1869855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1869852.250000 Penalty: 4805.741211
	Iteration 32Q: 3 clusters Score -1869852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1869853.500000 Penalty: 4805.741211
	Iteration 33Q: 3 clusters Score -1869854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1869856.500000 Penalty: 4805.741211
	Iteration 34Q: 3 clusters Score -1869856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1869855.625000 Penalty: 4805.741211
	Iteration 35Q: 3 clusters Score -1869856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1869861.000000 Penalty: 4805.741211
	Iteration 36Q: 3 clusters Score -1869861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1869866.500000 Penalty: 4805.741211
	Iteration 37Q: 3 clusters Score -1869866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1869871.000000 Penalty: 4805.741211
	Iteration 38Q: 3 clusters Score -1869871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1869874.250000 Penalty: 4805.741211
	Iteration 39Q: 3 clusters Score -1869874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1869878.125000 Penalty: 4805.741211
	Iteration 40F: 3 clusters Score -1869878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1869882.375000 Penalty: 4805.741211
	Iteration 41Q: 3 clusters Score -1869882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1869887.875000 Penalty: 4805.741211
	Iteration 42Q: 3 clusters Score -1869888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1869887.250000 Penalty: 4805.741211
	Iteration 43Q: 3 clusters Score -1869887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1869889.875000 Penalty: 4805.741211
	Iteration 44Q: 3 clusters Score -1869890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1869896.000000 Penalty: 4805.741211
	Iteration 45Q: 3 clusters Score -1869896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1869904.750000 Penalty: 4805.741211
	Iteration 46Q: 3 clusters Score -1869905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1869905.250000 Penalty: 4805.741211
	Iteration 47Q: 3 clusters Score -1869905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1869905.250000 Penalty: 4805.741211
	Iteration 48F: 3 clusters Score -1869905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -70793.617188 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -70793.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69103.843750 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -69103.84 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69276.000000 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -69276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69332.429688 Penalty: 3218.645508
	Iteration 2Q: 3 clusters Score -69332.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69359.078125 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -69359.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69380.187500 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -69380.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69387.593750 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -69387.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69391.085938 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -69391.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69394.164062 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -69394.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69399.437500 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -69399.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69399.437500 Penalty: 3218.645508
	Iteration 9F: 3 clusters Score -69399.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Entering Unmasked Estep 
Score: -316781.718750 Penalty: 1985.165527
	Iteration 0F: 2 clusters Score -316781.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -313485.031250 Penalty: 3970.331055
	Iteration 0F: 3 clusters Score -313485 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -314390.250000 Penalty: 3970.331055
	Iteration 1F: 3 clusters Score -314390.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -314711.656250 Penalty: 3970.331055
	Iteration 2F: 3 clusters Score -314711.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -314874.781250 Penalty: 3970.331055
	Iteration 3F: 3 clusters Score -314874.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -315004.062500 Penalty: 3970.331055
	Iteration 4Q: 3 clusters Score -315004.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -315087.343750 Penalty: 3970.331055
	Iteration 5Q: 3 clusters Score -315087.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -315146.281250 Penalty: 3970.331055
	Iteration 6Q: 3 clusters Score -315146.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -315181.875000 Penalty: 3970.331055
	Iteration 7Q: 3 clusters Score -315181.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -315209.906250 Penalty: 3970.331055
	Iteration 8Q: 3 clusters Score -315209.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -315233.656250 Penalty: 3970.331055
	Iteration 9Q: 3 clusters Score -315233.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -315253.437500 Penalty: 3970.331055
	Iteration 10Q: 3 clusters Score -315253.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -315265.125000 Penalty: 3970.331055
	Iteration 11Q: 3 clusters Score -315265.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -315271.000000 Penalty: 3970.331055
	Iteration 12Q: 3 clusters Score -315271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -315279.312500 Penalty: 3970.331055
	Iteration 13Q: 3 clusters Score -315279.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -315302.406250 Penalty: 3970.331055
	Iteration 14Q: 3 clusters Score -315302.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -315315.718750 Penalty: 3970.331055
	Iteration 15Q: 3 clusters Score -315315.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -315328.406250 Penalty: 3970.331055
	Iteration 16Q: 3 clusters Score -315328.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -315338.250000 Penalty: 3970.331055
	Iteration 17Q: 3 clusters Score -315338.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -315348.750000 Penalty: 3970.331055
	Iteration 18Q: 3 clusters Score -315348.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -315358.718750 Penalty: 3970.331055
	Iteration 19Q: 3 clusters Score -315358.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -315371.468750 Penalty: 3970.331055
	Iteration 20F: 3 clusters Score -315371.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -315391.218750 Penalty: 3970.331055
	Iteration 21Q: 3 clusters Score -315391.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -315417.250000 Penalty: 3970.331055
	Iteration 22Q: 3 clusters Score -315417.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -315464.156250 Penalty: 3970.331055
	Iteration 23Q: 3 clusters Score -315464.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -315514.000000 Penalty: 3970.331055
	Iteration 24Q: 3 clusters Score -315514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -315555.625000 Penalty: 3970.331055
	Iteration 25Q: 3 clusters Score -315555.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -315592.625000 Penalty: 3970.331055
	Iteration 26Q: 3 clusters Score -315592.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -315608.406250 Penalty: 3970.331055
	Iteration 27Q: 3 clusters Score -315608.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -315619.937500 Penalty: 3970.331055
	Iteration 28Q: 3 clusters Score -315619.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -315634.187500 Penalty: 3970.331055
	Iteration 29Q: 3 clusters Score -315634.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -315645.625000 Penalty: 3970.331055
	Iteration 30Q: 3 clusters Score -315645.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -315663.718750 Penalty: 3970.331055
	Iteration 31Q: 3 clusters Score -315663.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -315677.125000 Penalty: 3970.331055
	Iteration 32Q: 3 clusters Score -315677.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -315695.000000 Penalty: 3970.331055
	Iteration 33Q: 3 clusters Score -315695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -315709.250000 Penalty: 3970.331055
	Iteration 34Q: 3 clusters Score -315709.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -315716.000000 Penalty: 3970.331055
	Iteration 35Q: 3 clusters Score -315716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -315728.281250 Penalty: 3970.331055
	Iteration 36Q: 3 clusters Score -315728.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -315741.593750 Penalty: 3970.331055
	Iteration 37Q: 3 clusters Score -315741.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -315751.281250 Penalty: 3970.331055
	Iteration 38Q: 3 clusters Score -315751.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -315758.593750 Penalty: 3970.331055
	Iteration 39Q: 3 clusters Score -315758.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -315761.625000 Penalty: 3970.331055
	Iteration 40F: 3 clusters Score -315761.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -315767.593750 Penalty: 3970.331055
	Iteration 41Q: 3 clusters Score -315767.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -315774.062500 Penalty: 3970.331055
	Iteration 42Q: 3 clusters Score -315774.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -315779.750000 Penalty: 3970.331055
	Iteration 43Q: 3 clusters Score -315779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -315781.312500 Penalty: 3970.331055
	Iteration 44Q: 3 clusters Score -315781.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -315783.093750 Penalty: 3970.331055
	Iteration 45Q: 3 clusters Score -315783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -315784.093750 Penalty: 3970.331055
	Iteration 46Q: 3 clusters Score -315784.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -315784.437500 Penalty: 3970.331055
	Iteration 47Q: 3 clusters Score -315784.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -315785.500000 Penalty: 3970.331055
	Iteration 48Q: 3 clusters Score -315785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -315785.500000 Penalty: 3970.331055
	Iteration 49F: 3 clusters Score -315785.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -172385.953125 Penalty: 1822.290039
	Iteration 0F: 2 clusters Score -172386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -170079.281250 Penalty: 3644.580078
	Iteration 0F: 3 clusters Score -170079.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -170476.093750 Penalty: 3644.580078
	Iteration 1F: 3 clusters Score -170476.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -170603.562500 Penalty: 3644.580078
	Iteration 2F: 3 clusters Score -170603.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -170656.578125 Penalty: 3644.580078
	Iteration 3Q: 3 clusters Score -170656.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -170686.437500 Penalty: 3644.580078
	Iteration 4Q: 3 clusters Score -170686.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -170698.625000 Penalty: 3644.580078
	Iteration 5Q: 3 clusters Score -170698.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -170705.593750 Penalty: 3644.580078
	Iteration 6Q: 3 clusters Score -170705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -170710.687500 Penalty: 3644.580078
	Iteration 7Q: 3 clusters Score -170710.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -170719.000000 Penalty: 3644.580078
	Iteration 8Q: 3 clusters Score -170719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -170727.765625 Penalty: 3644.580078
	Iteration 9Q: 3 clusters Score -170727.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -170732.406250 Penalty: 3644.580078
	Iteration 10Q: 3 clusters Score -170732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -170738.031250 Penalty: 3644.580078
	Iteration 11Q: 3 clusters Score -170738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -170744.671875 Penalty: 3644.580078
	Iteration 12Q: 3 clusters Score -170744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -170751.187500 Penalty: 3644.580078
	Iteration 13Q: 3 clusters Score -170751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -170757.750000 Penalty: 3644.580078
	Iteration 14Q: 3 clusters Score -170757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -170760.500000 Penalty: 3644.580078
	Iteration 15Q: 3 clusters Score -170760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -170763.281250 Penalty: 3644.580078
	Iteration 16Q: 3 clusters Score -170763.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -170767.671875 Penalty: 3644.580078
	Iteration 17Q: 3 clusters Score -170767.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -170771.234375 Penalty: 3644.580078
	Iteration 18Q: 3 clusters Score -170771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -170773.250000 Penalty: 3644.580078
	Iteration 19Q: 3 clusters Score -170773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -170779.031250 Penalty: 3644.580078
	Iteration 20F: 3 clusters Score -170779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -170782.265625 Penalty: 3644.580078
	Iteration 21Q: 3 clusters Score -170782.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -170786.765625 Penalty: 3644.580078
	Iteration 22Q: 3 clusters Score -170786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -170792.531250 Penalty: 3644.580078
	Iteration 23Q: 3 clusters Score -170792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -170795.109375 Penalty: 3644.580078
	Iteration 24Q: 3 clusters Score -170795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -170796.734375 Penalty: 3644.580078
	Iteration 25Q: 3 clusters Score -170796.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -170800.031250 Penalty: 3644.580078
	Iteration 26Q: 3 clusters Score -170800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -170801.781250 Penalty: 3644.580078
	Iteration 27Q: 3 clusters Score -170801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -170802.531250 Penalty: 3644.580078
	Iteration 28Q: 3 clusters Score -170802.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -170804.703125 Penalty: 3644.580078
	Iteration 29Q: 3 clusters Score -170804.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -170805.875000 Penalty: 3644.580078
	Iteration 30Q: 3 clusters Score -170805.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -170808.265625 Penalty: 3644.580078
	Iteration 31Q: 3 clusters Score -170808.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -170810.937500 Penalty: 3644.580078
	Iteration 32Q: 3 clusters Score -170810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -170810.937500 Penalty: 3644.580078
	Iteration 33F: 3 clusters Score -170810.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Entering Unmasked Estep 
Score: -5407562.500000 Penalty: 2669.642822
	Iteration 0F: 2 clusters Score -5407562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -5375532.000000 Penalty: 5339.285645
	Iteration 0F: 3 clusters Score -5375532 nChanged 21858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -5387755.000000 Penalty: 5339.285645
	Iteration 1F: 3 clusters Score -5387755 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -5388251.000000 Penalty: 5339.285645
	Iteration 2Q: 3 clusters Score -5388251 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -5388719.000000 Penalty: 5339.285645
	Iteration 3Q: 3 clusters Score -5388719 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -5389307.000000 Penalty: 5339.285645
	Iteration 4Q: 3 clusters Score -5389307 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -5390062.000000 Penalty: 5339.285645
	Iteration 5Q: 3 clusters Score -5390062 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -5391211.000000 Penalty: 5339.285645
	Iteration 6Q: 3 clusters Score -5391211 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -5392917.000000 Penalty: 5339.285645
	Iteration 7F: 3 clusters Score -5392917 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -5395381.000000 Penalty: 5339.285645
	Iteration 8F: 3 clusters Score -5395381 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -5398254.500000 Penalty: 5339.285645
	Iteration 9F: 3 clusters Score -5398254 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -5400933.000000 Penalty: 5339.285645
	Iteration 10F: 3 clusters Score -5400933 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -5402833.000000 Penalty: 5339.285645
	Iteration 11Q: 3 clusters Score -5402833 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -5403916.500000 Penalty: 5339.285645
	Iteration 12Q: 3 clusters Score -5403916 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -5404473.000000 Penalty: 5339.285645
	Iteration 13Q: 3 clusters Score -5404473 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -5404800.000000 Penalty: 5339.285645
	Iteration 14Q: 3 clusters Score -5404800 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -5404996.000000 Penalty: 5339.285645
	Iteration 15Q: 3 clusters Score -5404996 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -5405106.000000 Penalty: 5339.285645
	Iteration 16Q: 3 clusters Score -5405106 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -5405175.500000 Penalty: 5339.285645
	Iteration 17Q: 3 clusters Score -5405176 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -5405209.000000 Penalty: 5339.285645
	Iteration 18Q: 3 clusters Score -5405209 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -5405244.000000 Penalty: 5339.285645
	Iteration 19Q: 3 clusters Score -5405244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -5405259.500000 Penalty: 5339.285645
	Iteration 20F: 3 clusters Score -5405260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -5405260.000000 Penalty: 5339.285645
	Iteration 21Q: 3 clusters Score -5405260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -5405289.000000 Penalty: 5339.285645
	Iteration 22Q: 3 clusters Score -5405289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -5405305.000000 Penalty: 5339.285645
	Iteration 23Q: 3 clusters Score -5405305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -5405317.000000 Penalty: 5339.285645
	Iteration 24Q: 3 clusters Score -5405317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -5405321.500000 Penalty: 5339.285645
	Iteration 25Q: 3 clusters Score -5405322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -5405335.500000 Penalty: 5339.285645
	Iteration 26Q: 3 clusters Score -5405336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -5405342.500000 Penalty: 5339.285645
	Iteration 27Q: 3 clusters Score -5405342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -5405347.500000 Penalty: 5339.285645
	Iteration 28Q: 3 clusters Score -5405348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -5405363.000000 Penalty: 5339.285645
	Iteration 29Q: 3 clusters Score -5405363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -5405362.500000 Penalty: 5339.285645
	Iteration 30Q: 3 clusters Score -5405362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -5405359.000000 Penalty: 5339.285645
	Iteration 31Q: 3 clusters Score -5405359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -5405362.000000 Penalty: 5339.285645
	Iteration 32Q: 3 clusters Score -5405362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -5405365.000000 Penalty: 5339.285645
	Iteration 33Q: 3 clusters Score -5405365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -5405365.500000 Penalty: 5339.285645
	Iteration 34Q: 3 clusters Score -5405366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -5405367.000000 Penalty: 5339.285645
	Iteration 35Q: 3 clusters Score -5405367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -5405367.000000 Penalty: 5339.285645
	Iteration 36F: 3 clusters Score -5405367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Entering Unmasked Estep 
Score: -2265942.000000 Penalty: 2450.598877
	Iteration 0F: 2 clusters Score -2265942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2252139.000000 Penalty: 4901.197754
	Iteration 0F: 3 clusters Score -2252139 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2256734.750000 Penalty: 4901.197754
	Iteration 1F: 3 clusters Score -2256735 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2257140.250000 Penalty: 4901.197754
	Iteration 2F: 3 clusters Score -2257140 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2257511.750000 Penalty: 4901.197754
	Iteration 3Q: 3 clusters Score -2257512 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2257871.750000 Penalty: 4901.197754
	Iteration 4Q: 3 clusters Score -2257872 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2258213.500000 Penalty: 4901.197754
	Iteration 5Q: 3 clusters Score -2258214 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2258617.500000 Penalty: 4901.197754
	Iteration 6Q: 3 clusters Score -2258618 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2259106.750000 Penalty: 4901.197754
	Iteration 7Q: 3 clusters Score -2259107 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2259695.500000 Penalty: 4901.197754
	Iteration 8Q: 3 clusters Score -2259696 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2260367.000000 Penalty: 4901.197754
	Iteration 9Q: 3 clusters Score -2260367 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2261115.750000 Penalty: 4901.197754
	Iteration 10Q: 3 clusters Score -2261116 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2261818.750000 Penalty: 4901.197754
	Iteration 11Q: 3 clusters Score -2261819 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2262426.000000 Penalty: 4901.197754
	Iteration 12Q: 3 clusters Score -2262426 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2262897.000000 Penalty: 4901.197754
	Iteration 13Q: 3 clusters Score -2262897 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2263183.500000 Penalty: 4901.197754
	Iteration 14Q: 3 clusters Score -2263184 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2263371.000000 Penalty: 4901.197754
	Iteration 15Q: 3 clusters Score -2263371 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2263507.500000 Penalty: 4901.197754
	Iteration 16Q: 3 clusters Score -2263508 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2263618.750000 Penalty: 4901.197754
	Iteration 17Q: 3 clusters Score -2263619 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2263700.000000 Penalty: 4901.197754
	Iteration 18Q: 3 clusters Score -2263700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2263735.500000 Penalty: 4901.197754
	Iteration 19Q: 3 clusters Score -2263736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2263754.250000 Penalty: 4901.197754
	Iteration 20F: 3 clusters Score -2263754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2263767.500000 Penalty: 4901.197754
	Iteration 21Q: 3 clusters Score -2263768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2263791.000000 Penalty: 4901.197754
	Iteration 22Q: 3 clusters Score -2263791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2263802.500000 Penalty: 4901.197754
	Iteration 23Q: 3 clusters Score -2263802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2263812.250000 Penalty: 4901.197754
	Iteration 24Q: 3 clusters Score -2263812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2263827.750000 Penalty: 4901.197754
	Iteration 25Q: 3 clusters Score -2263828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2263848.750000 Penalty: 4901.197754
	Iteration 26Q: 3 clusters Score -2263849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2263857.000000 Penalty: 4901.197754
	Iteration 27Q: 3 clusters Score -2263857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2263862.750000 Penalty: 4901.197754
	Iteration 28Q: 3 clusters Score -2263863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2263869.250000 Penalty: 4901.197754
	Iteration 29Q: 3 clusters Score -2263869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2263875.750000 Penalty: 4901.197754
	Iteration 30Q: 3 clusters Score -2263876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2263882.750000 Penalty: 4901.197754
	Iteration 31Q: 3 clusters Score -2263883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2263883.750000 Penalty: 4901.197754
	Iteration 32Q: 3 clusters Score -2263884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2263887.250000 Penalty: 4901.197754
	Iteration 33Q: 3 clusters Score -2263887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2263887.250000 Penalty: 4901.197754
	Iteration 34F: 3 clusters Score -2263887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -73277.539062 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -73277.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71527.414062 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -71527.41 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71935.250000 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -71935.25 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -72227.773438 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -72227.77 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -72556.867188 Penalty: 3292.080078
	Iteration 3F: 3 clusters Score -72556.87 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -72955.265625 Penalty: 3292.080078
	Iteration 4F: 3 clusters Score -72955.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73044.492188 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -73044.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73089.382812 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -73089.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -73108.218750 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -73108.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -73123.679688 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -73123.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -73139.281250 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -73139.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -73158.328125 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -73158.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73170.914062 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -73170.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73177.046875 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -73177.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73184.539062 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -73184.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73196.203125 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -73196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73207.257812 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -73207.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73211.046875 Penalty: 3292.080078
	Iteration 16Q: 3 clusters Score -73211.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73211.046875 Penalty: 3292.080078
	Iteration 17F: 3 clusters Score -73211.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (149356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149356 members 
Entering Unmasked Estep 
Score: -16911438.000000 Penalty: 2954.693848
	Iteration 0F: 2 clusters Score -1.691144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -16813138.000000 Penalty: 5909.387695
	Iteration 0F: 3 clusters Score -1.681314e+07 nChanged 71402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 77770 members 
Entering Unmasked Estep 
Score: -16854924.000000 Penalty: 5909.387695
	Iteration 1F: 3 clusters Score -1.685492e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -16856460.000000 Penalty: 5909.387695
	Iteration 2Q: 3 clusters Score -1.685646e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 82655 members 
Entering Unmasked Estep 
Score: -16858850.000000 Penalty: 5909.387695
	Iteration 3Q: 3 clusters Score -1.685885e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -16862380.000000 Penalty: 5909.387695
	Iteration 4F: 3 clusters Score -1.686238e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -16867866.000000 Penalty: 5909.387695
	Iteration 5F: 3 clusters Score -1.686787e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -16875404.000000 Penalty: 5909.387695
	Iteration 6F: 3 clusters Score -1.68754e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 109525 members 
Entering Unmasked Estep 
Score: -16884662.000000 Penalty: 5909.387695
	Iteration 7F: 3 clusters Score -1.688466e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 116348 members 
Entering Unmasked Estep 
Score: -16892512.000000 Penalty: 5909.387695
	Iteration 8F: 3 clusters Score -1.689251e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 120891 members 
Entering Unmasked Estep 
Score: -16897216.000000 Penalty: 5909.387695
	Iteration 9Q: 3 clusters Score -1.689722e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 124006 members 
Entering Unmasked Estep 
Score: -16899616.000000 Penalty: 5909.387695
	Iteration 10Q: 3 clusters Score -1.689962e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -16900864.000000 Penalty: 5909.387695
	Iteration 11Q: 3 clusters Score -1.690086e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 128517 members 
Entering Unmasked Estep 
Score: -16901846.000000 Penalty: 5909.387695
	Iteration 12Q: 3 clusters Score -1.690185e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 130490 members 
Entering Unmasked Estep 
Score: -16902670.000000 Penalty: 5909.387695
	Iteration 13Q: 3 clusters Score -1.690267e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 132331 members 
Entering Unmasked Estep 
Score: -16903360.000000 Penalty: 5909.387695
	Iteration 14Q: 3 clusters Score -1.690336e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 133940 members 
Entering Unmasked Estep 
Score: -16904056.000000 Penalty: 5909.387695
	Iteration 15Q: 3 clusters Score -1.690406e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 135407 members 
Entering Unmasked Estep 
Score: -16904668.000000 Penalty: 5909.387695
	Iteration 16Q: 3 clusters Score -1.690467e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 136808 members 
Entering Unmasked Estep 
Score: -16905186.000000 Penalty: 5909.387695
	Iteration 17Q: 3 clusters Score -1.690519e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 138045 members 
Entering Unmasked Estep 
Score: -16905610.000000 Penalty: 5909.387695
	Iteration 18Q: 3 clusters Score -1.690561e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 139204 members 
Entering Unmasked Estep 
Score: -16906144.000000 Penalty: 5909.387695
	Iteration 19Q: 3 clusters Score -1.690614e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 140190 members 
Entering Unmasked Estep 
Score: -16906478.000000 Penalty: 5909.387695
	Iteration 20F: 3 clusters Score -1.690648e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 141113 members 
Entering Unmasked Estep 
Score: -16906836.000000 Penalty: 5909.387695
	Iteration 21Q: 3 clusters Score -1.690684e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 141930 members 
Entering Unmasked Estep 
Score: -16907130.000000 Penalty: 5909.387695
	Iteration 22Q: 3 clusters Score -1.690713e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 142678 members 
Entering Unmasked Estep 
Score: -16907502.000000 Penalty: 5909.387695
	Iteration 23Q: 3 clusters Score -1.69075e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 143334 members 
Entering Unmasked Estep 
Score: -16907742.000000 Penalty: 5909.387695
	Iteration 24Q: 3 clusters Score -1.690774e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 143869 members 
Entering Unmasked Estep 
Score: -16907952.000000 Penalty: 5909.387695
	Iteration 25Q: 3 clusters Score -1.690795e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 144343 members 
Entering Unmasked Estep 
Score: -16908042.000000 Penalty: 5909.387695
	Iteration 26Q: 3 clusters Score -1.690804e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 144777 members 
Entering Unmasked Estep 
Score: -16908188.000000 Penalty: 5909.387695
	Iteration 27Q: 3 clusters Score -1.690819e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 145154 members 
Entering Unmasked Estep 
Score: -16908344.000000 Penalty: 5909.387695
	Iteration 28Q: 3 clusters Score -1.690834e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 145483 members 
Entering Unmasked Estep 
Score: -16908476.000000 Penalty: 5909.387695
	Iteration 29Q: 3 clusters Score -1.690848e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 145787 members 
Entering Unmasked Estep 
Score: -16908590.000000 Penalty: 5909.387695
	Iteration 30Q: 3 clusters Score -1.690859e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 146049 members 
Entering Unmasked Estep 
Score: -16908664.000000 Penalty: 5909.387695
	Iteration 31Q: 3 clusters Score -1.690866e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -16908764.000000 Penalty: 5909.387695
	Iteration 32Q: 3 clusters Score -1.690876e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 146454 members 
Entering Unmasked Estep 
Score: -16908830.000000 Penalty: 5909.387695
	Iteration 33Q: 3 clusters Score -1.690883e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 146613 members 
Entering Unmasked Estep 
Score: -16908866.000000 Penalty: 5909.387695
	Iteration 34Q: 3 clusters Score -1.690887e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 146729 members 
Entering Unmasked Estep 
Score: -16908934.000000 Penalty: 5909.387695
	Iteration 35Q: 3 clusters Score -1.690893e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 146810 members 
Entering Unmasked Estep 
Score: -16908928.000000 Penalty: 5909.387695
	Iteration 36Q: 3 clusters Score -1.690893e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 146900 members 
Entering Unmasked Estep 
Score: -16908942.000000 Penalty: 5909.387695
	Iteration 37Q: 3 clusters Score -1.690894e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 146976 members 
Entering Unmasked Estep 
Score: -16909022.000000 Penalty: 5909.387695
	Iteration 38Q: 3 clusters Score -1.690902e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 147023 members 
Entering Unmasked Estep 
Score: -16909048.000000 Penalty: 5909.387695
	Iteration 39Q: 3 clusters Score -1.690905e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 147076 members 
Entering Unmasked Estep 
Score: -16909030.000000 Penalty: 5909.387695
	Iteration 40F: 3 clusters Score -1.690903e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 147123 members 
Entering Unmasked Estep 
Score: -16909048.000000 Penalty: 5909.387695
	Iteration 41Q: 3 clusters Score -1.690905e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 147172 members 
Entering Unmasked Estep 
Score: -16909092.000000 Penalty: 5909.387695
	Iteration 42Q: 3 clusters Score -1.690909e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 147206 members 
Entering Unmasked Estep 
Score: -16909084.000000 Penalty: 5909.387695
	Iteration 43Q: 3 clusters Score -1.690908e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 147242 members 
Entering Unmasked Estep 
Score: -16909100.000000 Penalty: 5909.387695
	Iteration 44Q: 3 clusters Score -1.69091e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 147269 members 
Entering Unmasked Estep 
Score: -16909124.000000 Penalty: 5909.387695
	Iteration 45Q: 3 clusters Score -1.690912e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 147298 members 
Entering Unmasked Estep 
Score: -16909150.000000 Penalty: 5909.387695
	Iteration 46Q: 3 clusters Score -1.690915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 147323 members 
Entering Unmasked Estep 
Score: -16909160.000000 Penalty: 5909.387695
	Iteration 47Q: 3 clusters Score -1.690916e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 147349 members 
Entering Unmasked Estep 
Score: -16909176.000000 Penalty: 5909.387695
	Iteration 48Q: 3 clusters Score -1.690918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 147376 members 
Entering Unmasked Estep 
Score: -16909192.000000 Penalty: 5909.387695
	Iteration 49Q: 3 clusters Score -1.690919e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 147395 members 
Entering Unmasked Estep 
Score: -16909188.000000 Penalty: 5909.387695
	Iteration 50Q: 3 clusters Score -1.690919e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 147418 members 
Entering Unmasked Estep 
Score: -16909190.000000 Penalty: 5909.387695
	Iteration 51Q: 3 clusters Score -1.690919e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 147444 members 
Entering Unmasked Estep 
Score: -16909192.000000 Penalty: 5909.387695
	Iteration 52Q: 3 clusters Score -1.690919e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 147460 members 
Entering Unmasked Estep 
Score: -16909222.000000 Penalty: 5909.387695
	Iteration 53Q: 3 clusters Score -1.690922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 147480 members 
Entering Unmasked Estep 
Score: -16909242.000000 Penalty: 5909.387695
	Iteration 54Q: 3 clusters Score -1.690924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 147490 members 
Entering Unmasked Estep 
Score: -16909240.000000 Penalty: 5909.387695
	Iteration 55Q: 3 clusters Score -1.690924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 147512 members 
Entering Unmasked Estep 
Score: -16909260.000000 Penalty: 5909.387695
	Iteration 56Q: 3 clusters Score -1.690926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 147531 members 
Entering Unmasked Estep 
Score: -16909268.000000 Penalty: 5909.387695
	Iteration 57Q: 3 clusters Score -1.690927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 147549 members 
Entering Unmasked Estep 
Score: -16909230.000000 Penalty: 5909.387695
	Iteration 58Q: 3 clusters Score -1.690923e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 147570 members 
Entering Unmasked Estep 
Score: -16909256.000000 Penalty: 5909.387695
	Iteration 59Q: 3 clusters Score -1.690926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 147581 members 
Entering Unmasked Estep 
Score: -16909244.000000 Penalty: 5909.387695
	Iteration 60F: 3 clusters Score -1.690924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 147587 members 
Entering Unmasked Estep 
Score: -16909252.000000 Penalty: 5909.387695
	Iteration 61Q: 3 clusters Score -1.690925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 147596 members 
Entering Unmasked Estep 
Score: -16909254.000000 Penalty: 5909.387695
	Iteration 62Q: 3 clusters Score -1.690925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 147599 members 
Entering Unmasked Estep 
Score: -16909270.000000 Penalty: 5909.387695
	Iteration 63Q: 3 clusters Score -1.690927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 147608 members 
Entering Unmasked Estep 
Score: -16909272.000000 Penalty: 5909.387695
	Iteration 64Q: 3 clusters Score -1.690927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 147615 members 
Entering Unmasked Estep 
Score: -16909272.000000 Penalty: 5909.387695
	Iteration 65Q: 3 clusters Score -1.690927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 147624 members 
Entering Unmasked Estep 
Score: -16909266.000000 Penalty: 5909.387695
	Iteration 66Q: 3 clusters Score -1.690927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 147633 members 
Entering Unmasked Estep 
Score: -16909274.000000 Penalty: 5909.387695
	Iteration 67Q: 3 clusters Score -1.690927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 147640 members 
Entering Unmasked Estep 
Score: -16909274.000000 Penalty: 5909.387695
	Iteration 68Q: 3 clusters Score -1.690927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 147646 members 
Entering Unmasked Estep 
Score: -16909276.000000 Penalty: 5909.387695
	Iteration 69Q: 3 clusters Score -1.690928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 147650 members 
Entering Unmasked Estep 
Score: -16909282.000000 Penalty: 5909.387695
	Iteration 70Q: 3 clusters Score -1.690928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 147655 members 
Entering Unmasked Estep 
Score: -16909288.000000 Penalty: 5909.387695
	Iteration 71Q: 3 clusters Score -1.690929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 147660 members 
Entering Unmasked Estep 
Score: -16909292.000000 Penalty: 5909.387695
	Iteration 72Q: 3 clusters Score -1.690929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 147665 members 
Entering Unmasked Estep 
Score: -16909292.000000 Penalty: 5909.387695
	Iteration 73Q: 3 clusters Score -1.690929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 147669 members 
Entering Unmasked Estep 
Score: -16909306.000000 Penalty: 5909.387695
	Iteration 74Q: 3 clusters Score -1.690931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 147674 members 
Entering Unmasked Estep 
Score: -16909296.000000 Penalty: 5909.387695
	Iteration 75Q: 3 clusters Score -1.69093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 147682 members 
Entering Unmasked Estep 
Score: -16909294.000000 Penalty: 5909.387695
	Iteration 76Q: 3 clusters Score -1.690929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 147686 members 
Entering Unmasked Estep 
Score: -16909284.000000 Penalty: 5909.387695
	Iteration 77Q: 3 clusters Score -1.690928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 147688 members 
Entering Unmasked Estep 
Score: -16909284.000000 Penalty: 5909.387695
	Iteration 78Q: 3 clusters Score -1.690928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 147689 members 
Entering Unmasked Estep 
Score: -16909284.000000 Penalty: 5909.387695
	Iteration 79Q: 3 clusters Score -1.690928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 147690 members 
Entering Unmasked Estep 
Score: -16909288.000000 Penalty: 5909.387695
	Iteration 80F: 3 clusters Score -1.690929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 147691 members 
Entering Unmasked Estep 
Score: -16909284.000000 Penalty: 5909.387695
	Iteration 81Q: 3 clusters Score -1.690928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 147692 members 
Entering Unmasked Estep 
Score: -16909282.000000 Penalty: 5909.387695
	Iteration 82Q: 3 clusters Score -1.690928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 147693 members 
Entering Unmasked Estep 
Score: -16909288.000000 Penalty: 5909.387695
	Iteration 83Q: 3 clusters Score -1.690929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 147694 members 
Entering Unmasked Estep 
Score: -16909290.000000 Penalty: 5909.387695
	Iteration 84Q: 3 clusters Score -1.690929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 147694 members 
Entering Unmasked Estep 
Score: -16909290.000000 Penalty: 5909.387695
	Iteration 85F: 3 clusters Score -1.690929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -125723.765625 Penalty: 1742.994019
	Iteration 0F: 2 clusters Score -125723.8 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 607 members 
Entering Unmasked Estep 
Score: -123680.695312 Penalty: 3485.988037
	Iteration 0F: 3 clusters Score -123680.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -123989.328125 Penalty: 3485.988037
	Iteration 1F: 3 clusters Score -123989.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -124066.976562 Penalty: 3485.988037
	Iteration 2F: 3 clusters Score -124067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -124106.031250 Penalty: 3485.988037
	Iteration 3Q: 3 clusters Score -124106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -124132.492188 Penalty: 3485.988037
	Iteration 4Q: 3 clusters Score -124132.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -124151.796875 Penalty: 3485.988037
	Iteration 5Q: 3 clusters Score -124151.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -124160.507812 Penalty: 3485.988037
	Iteration 6Q: 3 clusters Score -124160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -124162.726562 Penalty: 3485.988037
	Iteration 7Q: 3 clusters Score -124162.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -124166.585938 Penalty: 3485.988037
	Iteration 8Q: 3 clusters Score -124166.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -124167.132812 Penalty: 3485.988037
	Iteration 9Q: 3 clusters Score -124167.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -124169.445312 Penalty: 3485.988037
	Iteration 10Q: 3 clusters Score -124169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -124170.632812 Penalty: 3485.988037
	Iteration 11Q: 3 clusters Score -124170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -124174.460938 Penalty: 3485.988037
	Iteration 12Q: 3 clusters Score -124174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -124177.031250 Penalty: 3485.988037
	Iteration 13Q: 3 clusters Score -124177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -124179.101562 Penalty: 3485.988037
	Iteration 14Q: 3 clusters Score -124179.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -124179.101562 Penalty: 3485.988037
	Iteration 15F: 3 clusters Score -124179.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42336 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16709 members 
Mstep: Class 8 contains 17302 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 3848 members 
Mstep: Class 11 contains 353 members 
Mstep: Class 12 contains 16139 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 47320 members 
Mstep: Class 19 contains 19564 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 149356 members 
Mstep: Class 22 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762200.000000 Penalty: 69567.734375
Iteration 119Q: 22 clusters Score -7.07622e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42320 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16755 members 
Mstep: Class 8 contains 17330 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4213 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 16187 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 303843 members 
Mstep: Class 17 contains 1573 members 
Mstep: Class 18 contains 47331 members 
Mstep: Class 19 contains 19608 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 149523 members 
Mstep: Class 22 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762712.000000 Penalty: 69567.734375
Iteration 120F: 22 clusters Score -7.076271e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42159 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16750 members 
Mstep: Class 8 contains 17303 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 16183 members 
Mstep: Class 13 contains 648 members 
Mstep: Class 14 contains 3004 members 
Mstep: Class 15 contains 304460 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 47287 members 
Mstep: Class 19 contains 19607 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 148902 members 
Mstep: Class 22 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762816.000000 Penalty: 69567.734375
Iteration 121Q: 22 clusters Score -7.076282e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 42057 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16757 members 
Mstep: Class 8 contains 17293 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4653 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 16178 members 
Mstep: Class 13 contains 647 members 
Mstep: Class 14 contains 3003 members 
Mstep: Class 15 contains 304979 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 47261 members 
Mstep: Class 19 contains 19607 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 148293 members 
Mstep: Class 22 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763016.000000 Penalty: 69567.734375
Iteration 122Q: 22 clusters Score -7.076302e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41980 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16763 members 
Mstep: Class 8 contains 17281 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4832 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 16193 members 
Mstep: Class 13 contains 651 members 
Mstep: Class 14 contains 2993 members 
Mstep: Class 15 contains 305461 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 47241 members 
Mstep: Class 19 contains 19616 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 147697 members 
Mstep: Class 22 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763080.000000 Penalty: 69567.734375
Iteration 123Q: 22 clusters Score -7.076308e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41927 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16785 members 
Mstep: Class 8 contains 17272 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 16198 members 
Mstep: Class 13 contains 651 members 
Mstep: Class 14 contains 2988 members 
Mstep: Class 15 contains 305832 members 
Mstep: Class 17 contains 1653 members 
Mstep: Class 18 contains 47228 members 
Mstep: Class 19 contains 19618 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 147214 members 
Mstep: Class 22 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763208.000000 Penalty: 69567.734375
Iteration 124Q: 22 clusters Score -7.076321e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41886 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16795 members 
Mstep: Class 8 contains 17258 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 16202 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 15 contains 306220 members 
Mstep: Class 17 contains 1673 members 
Mstep: Class 18 contains 47205 members 
Mstep: Class 19 contains 19633 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 146748 members 
Mstep: Class 22 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763272.000000 Penalty: 69567.734375
Iteration 125Q: 22 clusters Score -7.076327e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41861 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16801 members 
Mstep: Class 8 contains 17249 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 5198 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 12 contains 16212 members 
Mstep: Class 13 contains 651 members 
Mstep: Class 14 contains 2983 members 
Mstep: Class 15 contains 306591 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 47177 members 
Mstep: Class 19 contains 19637 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 146274 members 
Mstep: Class 22 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763264.000000 Penalty: 69567.734375
Iteration 126Q: 22 clusters Score -7.076326e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41838 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16819 members 
Mstep: Class 8 contains 17248 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 5293 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 12 contains 16222 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 2981 members 
Mstep: Class 15 contains 306962 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 47157 members 
Mstep: Class 19 contains 19649 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 145783 members 
Mstep: Class 22 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763216.000000 Penalty: 69567.734375
Iteration 127Q: 22 clusters Score -7.076322e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41820 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16834 members 
Mstep: Class 8 contains 17237 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 5371 members 
Mstep: Class 11 contains 345 members 
Mstep: Class 12 contains 16231 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 2981 members 
Mstep: Class 15 contains 307371 members 
Mstep: Class 17 contains 1759 members 
Mstep: Class 18 contains 47146 members 
Mstep: Class 19 contains 19645 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 145292 members 
Mstep: Class 22 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763264.000000 Penalty: 69567.734375
Iteration 128Q: 22 clusters Score -7.076326e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41800 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16838 members 
Mstep: Class 8 contains 17228 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 5443 members 
Mstep: Class 11 contains 343 members 
Mstep: Class 12 contains 16237 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 2982 members 
Mstep: Class 15 contains 307800 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 47131 members 
Mstep: Class 19 contains 19649 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 144786 members 
Mstep: Class 22 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763424.000000 Penalty: 69567.734375
Iteration 129Q: 22 clusters Score -7.076342e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41790 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16854 members 
Mstep: Class 8 contains 17212 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 5503 members 
Mstep: Class 11 contains 338 members 
Mstep: Class 12 contains 16245 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 2981 members 
Mstep: Class 15 contains 308225 members 
Mstep: Class 17 contains 1831 members 
Mstep: Class 18 contains 47107 members 
Mstep: Class 19 contains 19659 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 144290 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763472.000000 Penalty: 69567.734375
Iteration 130Q: 22 clusters Score -7.076347e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41785 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16862 members 
Mstep: Class 8 contains 17200 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 5562 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 16249 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 2983 members 
Mstep: Class 15 contains 308659 members 
Mstep: Class 17 contains 1880 members 
Mstep: Class 18 contains 47081 members 
Mstep: Class 19 contains 19672 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 143770 members 
Mstep: Class 22 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763440.000000 Penalty: 69567.734375
Iteration 131Q: 22 clusters Score -7.076344e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41775 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16877 members 
Mstep: Class 8 contains 17191 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 5622 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 16253 members 
Mstep: Class 13 contains 656 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 15 contains 309107 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 47045 members 
Mstep: Class 19 contains 19676 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 143260 members 
Mstep: Class 22 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763448.000000 Penalty: 69567.734375
Iteration 132Q: 22 clusters Score -7.076345e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4578 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41771 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 17185 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 5684 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 16259 members 
Mstep: Class 13 contains 657 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 15 contains 309575 members 
Mstep: Class 17 contains 1948 members 
Mstep: Class 18 contains 47021 members 
Mstep: Class 19 contains 19690 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 142706 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763544.000000 Penalty: 69567.734375
Iteration 133Q: 22 clusters Score -7.076354e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4578 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41765 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16879 members 
Mstep: Class 8 contains 17173 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 5746 members 
Mstep: Class 11 contains 331 members 
Mstep: Class 12 contains 16253 members 
Mstep: Class 13 contains 656 members 
Mstep: Class 14 contains 2983 members 
Mstep: Class 15 contains 310044 members 
Mstep: Class 17 contains 1989 members 
Mstep: Class 18 contains 47002 members 
Mstep: Class 19 contains 19707 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 142165 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763688.000000 Penalty: 69567.734375
Iteration 134Q: 22 clusters Score -7.076369e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4577 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41766 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16876 members 
Mstep: Class 8 contains 17163 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 5814 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 16250 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 2974 members 
Mstep: Class 15 contains 310506 members 
Mstep: Class 17 contains 2032 members 
Mstep: Class 18 contains 46970 members 
Mstep: Class 19 contains 19717 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 141641 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763648.000000 Penalty: 69567.734375
Iteration 135Q: 22 clusters Score -7.076365e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4577 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41773 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16888 members 
Mstep: Class 8 contains 17156 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 5860 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 16249 members 
Mstep: Class 13 contains 656 members 
Mstep: Class 14 contains 2971 members 
Mstep: Class 15 contains 310979 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 46932 members 
Mstep: Class 19 contains 19729 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 141092 members 
Mstep: Class 22 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763544.000000 Penalty: 69567.734375
Iteration 136Q: 22 clusters Score -7.076354e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4577 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41775 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16901 members 
Mstep: Class 8 contains 17136 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 5912 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 16254 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 2974 members 
Mstep: Class 15 contains 311472 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 46897 members 
Mstep: Class 19 contains 19747 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 140502 members 
Mstep: Class 22 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763584.000000 Penalty: 69567.734375
Iteration 137Q: 22 clusters Score -7.076358e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4577 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41773 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16912 members 
Mstep: Class 8 contains 17120 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 5964 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 12 contains 16248 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 2972 members 
Mstep: Class 15 contains 311992 members 
Mstep: Class 17 contains 2189 members 
Mstep: Class 18 contains 46839 members 
Mstep: Class 19 contains 19764 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 139935 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 22 clusters Score -7.076335e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4577 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41792 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16921 members 
Mstep: Class 8 contains 17117 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6001 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 662 members 
Mstep: Class 14 contains 2973 members 
Mstep: Class 15 contains 312461 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 46789 members 
Mstep: Class 19 contains 19782 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 139391 members 
Mstep: Class 22 contains 1119 members 
Entering Unmasked Estep 
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Iteration 139Q: 22 clusters Score -7.076329e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4577 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41796 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16931 members 
Mstep: Class 8 contains 17115 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6044 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 12 contains 16239 members 
Mstep: Class 13 contains 662 members 
Mstep: Class 14 contains 2974 members 
Mstep: Class 15 contains 312908 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 46750 members 
Mstep: Class 19 contains 19802 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 138869 members 
Mstep: Class 22 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70763184.000000 Penalty: 69567.734375
Iteration 140F: 22 clusters Score -7.076318e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4577 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41805 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16949 members 
Mstep: Class 8 contains 17121 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6083 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 12 contains 16223 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 2979 members 
Mstep: Class 15 contains 313319 members 
Mstep: Class 17 contains 2316 members 
Mstep: Class 18 contains 46692 members 
Mstep: Class 19 contains 19823 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 138397 members 
Mstep: Class 22 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762968.000000 Penalty: 69567.734375
Iteration 141Q: 22 clusters Score -7.076297e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4576 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41798 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16964 members 
Mstep: Class 8 contains 17111 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6115 members 
Mstep: Class 11 contains 328 members 
Mstep: Class 12 contains 16209 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 2983 members 
Mstep: Class 15 contains 313760 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 46662 members 
Mstep: Class 19 contains 19844 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 137914 members 
Mstep: Class 22 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762864.000000 Penalty: 69567.734375
Iteration 142Q: 22 clusters Score -7.076286e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4575 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41803 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16981 members 
Mstep: Class 8 contains 17106 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6145 members 
Mstep: Class 11 contains 328 members 
Mstep: Class 12 contains 16203 members 
Mstep: Class 13 contains 662 members 
Mstep: Class 14 contains 2980 members 
Mstep: Class 15 contains 314172 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 18 contains 46643 members 
Mstep: Class 19 contains 19871 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 137430 members 
Mstep: Class 22 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762744.000000 Penalty: 69567.734375
Iteration 143Q: 22 clusters Score -7.076274e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4576 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41814 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16990 members 
Mstep: Class 8 contains 17096 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6170 members 
Mstep: Class 11 contains 328 members 
Mstep: Class 12 contains 16194 members 
Mstep: Class 13 contains 664 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 15 contains 314576 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 46622 members 
Mstep: Class 19 contains 19899 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 136966 members 
Mstep: Class 22 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762640.000000 Penalty: 69567.734375
Iteration 144Q: 22 clusters Score -7.076264e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4577 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41814 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 16998 members 
Mstep: Class 8 contains 17095 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6194 members 
Mstep: Class 11 contains 328 members 
Mstep: Class 12 contains 16193 members 
Mstep: Class 13 contains 664 members 
Mstep: Class 14 contains 2984 members 
Mstep: Class 15 contains 314950 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 46605 members 
Mstep: Class 19 contains 19915 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 136544 members 
Mstep: Class 22 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762688.000000 Penalty: 69567.734375
Iteration 145Q: 22 clusters Score -7.076269e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4576 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41820 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17001 members 
Mstep: Class 8 contains 17095 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6225 members 
Mstep: Class 11 contains 328 members 
Mstep: Class 12 contains 16194 members 
Mstep: Class 13 contains 666 members 
Mstep: Class 14 contains 2979 members 
Mstep: Class 15 contains 315304 members 
Mstep: Class 17 contains 2430 members 
Mstep: Class 18 contains 46593 members 
Mstep: Class 19 contains 19931 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 136129 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762720.000000 Penalty: 69567.734375
Iteration 146Q: 22 clusters Score -7.076272e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4575 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41820 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17009 members 
Mstep: Class 8 contains 17097 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6262 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 16188 members 
Mstep: Class 13 contains 667 members 
Mstep: Class 14 contains 2973 members 
Mstep: Class 15 contains 315627 members 
Mstep: Class 17 contains 2450 members 
Mstep: Class 18 contains 46581 members 
Mstep: Class 19 contains 19949 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 135746 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762584.000000 Penalty: 69567.734375
Iteration 147Q: 22 clusters Score -7.076258e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4575 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41825 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17013 members 
Mstep: Class 8 contains 17097 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6290 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 16189 members 
Mstep: Class 13 contains 667 members 
Mstep: Class 14 contains 2977 members 
Mstep: Class 15 contains 315945 members 
Mstep: Class 17 contains 2467 members 
Mstep: Class 18 contains 46580 members 
Mstep: Class 19 contains 19964 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 135356 members 
Mstep: Class 22 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762584.000000 Penalty: 69567.734375
Iteration 148Q: 22 clusters Score -7.076258e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4575 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41824 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17033 members 
Mstep: Class 8 contains 17093 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6322 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 16197 members 
Mstep: Class 13 contains 667 members 
Mstep: Class 14 contains 2979 members 
Mstep: Class 15 contains 316283 members 
Mstep: Class 17 contains 2490 members 
Mstep: Class 18 contains 46581 members 
Mstep: Class 19 contains 19975 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 134927 members 
Mstep: Class 22 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762584.000000 Penalty: 69567.734375
Iteration 149Q: 22 clusters Score -7.076258e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4574 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41823 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17044 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 16219 members 
Mstep: Class 13 contains 667 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 15 contains 316614 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 46573 members 
Mstep: Class 19 contains 19985 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 134521 members 
Mstep: Class 22 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762472.000000 Penalty: 69567.734375
Iteration 150Q: 22 clusters Score -7.076247e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4572 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41830 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17062 members 
Mstep: Class 8 contains 17083 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6394 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 16232 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 2988 members 
Mstep: Class 15 contains 316896 members 
Mstep: Class 17 contains 2516 members 
Mstep: Class 18 contains 46577 members 
Mstep: Class 19 contains 19991 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 134143 members 
Mstep: Class 22 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762496.000000 Penalty: 69567.734375
Iteration 151Q: 22 clusters Score -7.07625e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4571 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41843 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17073 members 
Mstep: Class 8 contains 17070 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6428 members 
Mstep: Class 11 contains 322 members 
Mstep: Class 12 contains 16243 members 
Mstep: Class 13 contains 666 members 
Mstep: Class 14 contains 2991 members 
Mstep: Class 15 contains 317159 members 
Mstep: Class 17 contains 2522 members 
Mstep: Class 18 contains 46589 members 
Mstep: Class 19 contains 19996 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 133802 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762208.000000 Penalty: 69567.734375
Iteration 152Q: 22 clusters Score -7.076221e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4570 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41840 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17083 members 
Mstep: Class 8 contains 17061 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6456 members 
Mstep: Class 11 contains 319 members 
Mstep: Class 12 contains 16258 members 
Mstep: Class 13 contains 666 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 15 contains 317407 members 
Mstep: Class 17 contains 2532 members 
Mstep: Class 18 contains 46597 members 
Mstep: Class 19 contains 20003 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 133491 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762096.000000 Penalty: 69567.734375
Iteration 153Q: 22 clusters Score -7.07621e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4570 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41832 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17096 members 
Mstep: Class 8 contains 17054 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6492 members 
Mstep: Class 11 contains 319 members 
Mstep: Class 12 contains 16267 members 
Mstep: Class 13 contains 666 members 
Mstep: Class 14 contains 2988 members 
Mstep: Class 15 contains 317618 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 46593 members 
Mstep: Class 19 contains 20028 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 133218 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762008.000000 Penalty: 69567.734375
Iteration 154Q: 22 clusters Score -7.076201e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4569 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41834 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17104 members 
Mstep: Class 8 contains 17041 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6525 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16272 members 
Mstep: Class 13 contains 667 members 
Mstep: Class 14 contains 2988 members 
Mstep: Class 15 contains 317809 members 
Mstep: Class 17 contains 2538 members 
Mstep: Class 18 contains 46591 members 
Mstep: Class 19 contains 20040 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 132980 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762056.000000 Penalty: 69567.734375
Iteration 155Q: 22 clusters Score -7.076206e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4569 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41837 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17111 members 
Mstep: Class 8 contains 17032 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16273 members 
Mstep: Class 13 contains 667 members 
Mstep: Class 14 contains 2991 members 
Mstep: Class 15 contains 318042 members 
Mstep: Class 17 contains 2542 members 
Mstep: Class 18 contains 46579 members 
Mstep: Class 19 contains 20050 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 132704 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762120.000000 Penalty: 69567.734375
Iteration 156Q: 22 clusters Score -7.076212e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4567 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41844 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17121 members 
Mstep: Class 8 contains 17022 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6603 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16280 members 
Mstep: Class 13 contains 668 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 15 contains 318266 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 46571 members 
Mstep: Class 19 contains 20053 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 132423 members 
Mstep: Class 22 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762080.000000 Penalty: 69567.734375
Iteration 157Q: 22 clusters Score -7.076208e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4566 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41854 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17130 members 
Mstep: Class 8 contains 17012 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16282 members 
Mstep: Class 13 contains 668 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 318473 members 
Mstep: Class 17 contains 2550 members 
Mstep: Class 18 contains 46561 members 
Mstep: Class 19 contains 20054 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 132181 members 
Mstep: Class 22 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70762088.000000 Penalty: 69567.734375
Iteration 158Q: 22 clusters Score -7.076209e+07 nChanged 448
Entering ConstructFrom: 
Score: -70762088.000000 Penalty: 69567.734375
Entering ConstructFrom: 
Trying to split cluster 1 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -52398.050781 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -52398.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50826.003906 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -50826 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51039.894531 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -51039.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51124.605469 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -51124.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51165.460938 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -51165.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51189.367188 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -51189.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51212.031250 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -51212.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51221.839844 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -51221.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51229.234375 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -51229.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51232.921875 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -51232.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51233.960938 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -51233.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51233.960938 Penalty: 3121.535889
	Iteration 10F: 3 clusters Score -51233.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Entering Unmasked Estep 
Score: -499824.968750 Penalty: 2089.745361
	Iteration 0F: 2 clusters Score -499825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -495598.250000 Penalty: 4179.490723
	Iteration 0F: 3 clusters Score -495598.2 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -496687.781250 Penalty: 4179.490723
	Iteration 1F: 3 clusters Score -496687.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -497008.562500 Penalty: 4179.490723
	Iteration 2F: 3 clusters Score -497008.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -497311.531250 Penalty: 4179.490723
	Iteration 3F: 3 clusters Score -497311.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -497577.875000 Penalty: 4179.490723
	Iteration 4F: 3 clusters Score -497577.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -497770.968750 Penalty: 4179.490723
	Iteration 5F: 3 clusters Score -497771 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -497946.781250 Penalty: 4179.490723
	Iteration 6Q: 3 clusters Score -497946.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -498086.312500 Penalty: 4179.490723
	Iteration 7Q: 3 clusters Score -498086.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -498189.843750 Penalty: 4179.490723
	Iteration 8Q: 3 clusters Score -498189.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -498261.125000 Penalty: 4179.490723
	Iteration 9Q: 3 clusters Score -498261.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -498328.281250 Penalty: 4179.490723
	Iteration 10Q: 3 clusters Score -498328.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -498383.343750 Penalty: 4179.490723
	Iteration 11Q: 3 clusters Score -498383.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -498424.781250 Penalty: 4179.490723
	Iteration 12Q: 3 clusters Score -498424.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -498456.312500 Penalty: 4179.490723
	Iteration 13Q: 3 clusters Score -498456.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -498476.312500 Penalty: 4179.490723
	Iteration 14Q: 3 clusters Score -498476.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -498488.187500 Penalty: 4179.490723
	Iteration 15Q: 3 clusters Score -498488.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -498495.718750 Penalty: 4179.490723
	Iteration 16Q: 3 clusters Score -498495.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -498498.281250 Penalty: 4179.490723
	Iteration 17Q: 3 clusters Score -498498.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -498501.906250 Penalty: 4179.490723
	Iteration 18Q: 3 clusters Score -498501.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -498505.312500 Penalty: 4179.490723
	Iteration 19Q: 3 clusters Score -498505.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -498511.250000 Penalty: 4179.490723
	Iteration 20F: 3 clusters Score -498511.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -498515.125000 Penalty: 4179.490723
	Iteration 21Q: 3 clusters Score -498515.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -498519.343750 Penalty: 4179.490723
	Iteration 22Q: 3 clusters Score -498519.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -498522.125000 Penalty: 4179.490723
	Iteration 23Q: 3 clusters Score -498522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -498525.562500 Penalty: 4179.490723
	Iteration 24Q: 3 clusters Score -498525.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -498531.031250 Penalty: 4179.490723
	Iteration 25Q: 3 clusters Score -498531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -498533.562500 Penalty: 4179.490723
	Iteration 26Q: 3 clusters Score -498533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -498534.000000 Penalty: 4179.490723
	Iteration 27Q: 3 clusters Score -498534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -498536.031250 Penalty: 4179.490723
	Iteration 28Q: 3 clusters Score -498536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -498538.125000 Penalty: 4179.490723
	Iteration 29Q: 3 clusters Score -498538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -498538.656250 Penalty: 4179.490723
	Iteration 30Q: 3 clusters Score -498538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -498539.156250 Penalty: 4179.490723
	Iteration 31Q: 3 clusters Score -498539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -498538.875000 Penalty: 4179.490723
	Iteration 32Q: 3 clusters Score -498538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -498538.875000 Penalty: 4179.490723
	Iteration 33F: 3 clusters Score -498538.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -57416.816406 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -57416.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55796.554688 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -55796.55 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56036.597656 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -56036.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56107.148438 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -56107.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56150.054688 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -56150.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56168.738281 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -56168.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56177.929688 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -56177.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56183.578125 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -56183.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56185.199219 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -56185.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56185.199219 Penalty: 3163.699219
	Iteration 8F: 3 clusters Score -56185.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Entering Unmasked Estep 
Score: -4678148.000000 Penalty: 2639.255127
	Iteration 0F: 2 clusters Score -4678148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -4649745.500000 Penalty: 5278.510254
	Iteration 0F: 3 clusters Score -4649746 nChanged 19191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -4660078.500000 Penalty: 5278.510254
	Iteration 1F: 3 clusters Score -4660078 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -4660588.000000 Penalty: 5278.510254
	Iteration 2Q: 3 clusters Score -4660588 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -4661070.500000 Penalty: 5278.510254
	Iteration 3Q: 3 clusters Score -4661070 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -4661558.500000 Penalty: 5278.510254
	Iteration 4Q: 3 clusters Score -4661558 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -4662222.500000 Penalty: 5278.510254
	Iteration 5Q: 3 clusters Score -4662222 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -4663085.500000 Penalty: 5278.510254
	Iteration 6Q: 3 clusters Score -4663086 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -4664367.000000 Penalty: 5278.510254
	Iteration 7Q: 3 clusters Score -4664367 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -4666135.000000 Penalty: 5278.510254
	Iteration 8F: 3 clusters Score -4666135 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -4668256.500000 Penalty: 5278.510254
	Iteration 9F: 3 clusters Score -4668256 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -4670404.000000 Penalty: 5278.510254
	Iteration 10F: 3 clusters Score -4670404 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -4672306.000000 Penalty: 5278.510254
	Iteration 11F: 3 clusters Score -4672306 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -4673678.000000 Penalty: 5278.510254
	Iteration 12Q: 3 clusters Score -4673678 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4674454.500000 Penalty: 5278.510254
	Iteration 13Q: 3 clusters Score -4674454 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4674949.000000 Penalty: 5278.510254
	Iteration 14Q: 3 clusters Score -4674949 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4675283.500000 Penalty: 5278.510254
	Iteration 15Q: 3 clusters Score -4675284 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4675469.000000 Penalty: 5278.510254
	Iteration 16Q: 3 clusters Score -4675469 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4675611.000000 Penalty: 5278.510254
	Iteration 17Q: 3 clusters Score -4675611 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4675695.500000 Penalty: 5278.510254
	Iteration 18Q: 3 clusters Score -4675696 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4675750.500000 Penalty: 5278.510254
	Iteration 19Q: 3 clusters Score -4675750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4675785.500000 Penalty: 5278.510254
	Iteration 20F: 3 clusters Score -4675786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4675810.500000 Penalty: 5278.510254
	Iteration 21Q: 3 clusters Score -4675810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4675841.000000 Penalty: 5278.510254
	Iteration 22Q: 3 clusters Score -4675841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4675859.500000 Penalty: 5278.510254
	Iteration 23Q: 3 clusters Score -4675860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4675872.500000 Penalty: 5278.510254
	Iteration 24Q: 3 clusters Score -4675872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4675877.000000 Penalty: 5278.510254
	Iteration 25Q: 3 clusters Score -4675877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4675878.000000 Penalty: 5278.510254
	Iteration 26Q: 3 clusters Score -4675878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4675874.500000 Penalty: 5278.510254
	Iteration 27Q: 3 clusters Score -4675874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4675878.000000 Penalty: 5278.510254
	Iteration 28Q: 3 clusters Score -4675878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4675881.500000 Penalty: 5278.510254
	Iteration 29Q: 3 clusters Score -4675882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4675886.000000 Penalty: 5278.510254
	Iteration 30Q: 3 clusters Score -4675886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4675888.500000 Penalty: 5278.510254
	Iteration 31Q: 3 clusters Score -4675888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4675888.500000 Penalty: 5278.510254
	Iteration 32Q: 3 clusters Score -4675888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4675891.000000 Penalty: 5278.510254
	Iteration 33Q: 3 clusters Score -4675891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4675891.000000 Penalty: 5278.510254
	Iteration 34Q: 3 clusters Score -4675891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4675896.500000 Penalty: 5278.510254
	Iteration 35Q: 3 clusters Score -4675896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4675901.000000 Penalty: 5278.510254
	Iteration 36Q: 3 clusters Score -4675901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4675901.000000 Penalty: 5278.510254
	Iteration 37Q: 3 clusters Score -4675901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4675901.000000 Penalty: 5278.510254
	Iteration 38Q: 3 clusters Score -4675901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4675901.500000 Penalty: 5278.510254
	Iteration 39Q: 3 clusters Score -4675902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4675901.500000 Penalty: 5278.510254
	Iteration 40F: 3 clusters Score -4675902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -96371.867188 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -96371.87 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 453 members 
Entering Unmasked Estep 
Score: -94553.671875 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -94553.67 nChanged 203
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: -94873.390625 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -94873.39 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -94997.203125 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -94997.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -95060.500000 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -95060.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -95075.703125 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -95075.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -95087.164062 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -95087.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95089.195312 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -95089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -95090.656250 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -95090.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -95090.656250 Penalty: 3356.602051
	Iteration 8F: 3 clusters Score -95090.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -86762.984375 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -86762.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84988.968750 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -84988.97 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -85211.335938 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -85211.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -85266.718750 Penalty: 3296.609619
	Iteration 2Q: 3 clusters Score -85266.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85299.648438 Penalty: 3296.609619
	Iteration 3Q: 3 clusters Score -85299.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85321.992188 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -85321.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85334.484375 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -85334.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -85342.414062 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -85342.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -85347.632812 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -85347.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -85352.531250 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -85352.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -85356.109375 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -85356.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85357.554688 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -85357.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -85362.531250 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -85362.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85365.664062 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -85365.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -85372.664062 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -85372.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -85375.781250 Penalty: 3296.609619
	Iteration 14Q: 3 clusters Score -85375.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85378.164062 Penalty: 3296.609619
	Iteration 15Q: 3 clusters Score -85378.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -85381.500000 Penalty: 3296.609619
	Iteration 16Q: 3 clusters Score -85381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85381.710938 Penalty: 3296.609619
	Iteration 17Q: 3 clusters Score -85381.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85381.710938 Penalty: 3296.609619
	Iteration 18F: 3 clusters Score -85381.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Entering Unmasked Estep 
Score: -1984932.000000 Penalty: 2417.765381
	Iteration 0F: 2 clusters Score -1984932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1972728.875000 Penalty: 4835.530762
	Iteration 0F: 3 clusters Score -1972729 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1976702.000000 Penalty: 4835.530762
	Iteration 1F: 3 clusters Score -1976702 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1977128.000000 Penalty: 4835.530762
	Iteration 2F: 3 clusters Score -1977128 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1977494.500000 Penalty: 4835.530762
	Iteration 3F: 3 clusters Score -1977494 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1977907.000000 Penalty: 4835.530762
	Iteration 4F: 3 clusters Score -1977907 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1978382.125000 Penalty: 4835.530762
	Iteration 5F: 3 clusters Score -1978382 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1978961.750000 Penalty: 4835.530762
	Iteration 6F: 3 clusters Score -1978962 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1979673.000000 Penalty: 4835.530762
	Iteration 7F: 3 clusters Score -1979673 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1980464.000000 Penalty: 4835.530762
	Iteration 8F: 3 clusters Score -1980464 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1981315.500000 Penalty: 4835.530762
	Iteration 9F: 3 clusters Score -1981316 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1982024.500000 Penalty: 4835.530762
	Iteration 10Q: 3 clusters Score -1982024 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1982464.875000 Penalty: 4835.530762
	Iteration 11Q: 3 clusters Score -1982465 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1982709.125000 Penalty: 4835.530762
	Iteration 12Q: 3 clusters Score -1982709 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1982839.375000 Penalty: 4835.530762
	Iteration 13Q: 3 clusters Score -1982839 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1982892.875000 Penalty: 4835.530762
	Iteration 14Q: 3 clusters Score -1982893 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1982927.000000 Penalty: 4835.530762
	Iteration 15Q: 3 clusters Score -1982927 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1982948.250000 Penalty: 4835.530762
	Iteration 16Q: 3 clusters Score -1982948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1982967.875000 Penalty: 4835.530762
	Iteration 17Q: 3 clusters Score -1982968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1982975.250000 Penalty: 4835.530762
	Iteration 18Q: 3 clusters Score -1982975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1982981.250000 Penalty: 4835.530762
	Iteration 19Q: 3 clusters Score -1982981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1982992.000000 Penalty: 4835.530762
	Iteration 20F: 3 clusters Score -1982992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1982996.875000 Penalty: 4835.530762
	Iteration 21Q: 3 clusters Score -1982997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1983005.125000 Penalty: 4835.530762
	Iteration 22Q: 3 clusters Score -1983005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1983016.000000 Penalty: 4835.530762
	Iteration 23Q: 3 clusters Score -1983016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1983024.375000 Penalty: 4835.530762
	Iteration 24Q: 3 clusters Score -1983024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1983031.375000 Penalty: 4835.530762
	Iteration 25Q: 3 clusters Score -1983031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1983031.375000 Penalty: 4835.530762
	Iteration 26Q: 3 clusters Score -1983031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1983038.000000 Penalty: 4835.530762
	Iteration 27Q: 3 clusters Score -1983038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1983047.125000 Penalty: 4835.530762
	Iteration 28Q: 3 clusters Score -1983047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1983051.750000 Penalty: 4835.530762
	Iteration 29Q: 3 clusters Score -1983052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1983058.250000 Penalty: 4835.530762
	Iteration 30Q: 3 clusters Score -1983058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1983061.500000 Penalty: 4835.530762
	Iteration 31Q: 3 clusters Score -1983062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1983063.625000 Penalty: 4835.530762
	Iteration 32Q: 3 clusters Score -1983064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1983066.000000 Penalty: 4835.530762
	Iteration 33Q: 3 clusters Score -1983066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1983069.250000 Penalty: 4835.530762
	Iteration 34Q: 3 clusters Score -1983069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1983071.750000 Penalty: 4835.530762
	Iteration 35Q: 3 clusters Score -1983072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1983076.750000 Penalty: 4835.530762
	Iteration 36Q: 3 clusters Score -1983077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1983077.875000 Penalty: 4835.530762
	Iteration 37Q: 3 clusters Score -1983078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1983087.375000 Penalty: 4835.530762
	Iteration 38Q: 3 clusters Score -1983087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1983088.750000 Penalty: 4835.530762
	Iteration 39Q: 3 clusters Score -1983089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1983094.500000 Penalty: 4835.530762
	Iteration 40F: 3 clusters Score -1983094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1983103.250000 Penalty: 4835.530762
	Iteration 41Q: 3 clusters Score -1983103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1983103.625000 Penalty: 4835.530762
	Iteration 42Q: 3 clusters Score -1983104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1983103.625000 Penalty: 4835.530762
	Iteration 43Q: 3 clusters Score -1983104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1983111.375000 Penalty: 4835.530762
	Iteration 44Q: 3 clusters Score -1983111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1983107.500000 Penalty: 4835.530762
	Iteration 45Q: 3 clusters Score -1983108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1983114.125000 Penalty: 4835.530762
	Iteration 46Q: 3 clusters Score -1983114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1983118.000000 Penalty: 4835.530762
	Iteration 47Q: 3 clusters Score -1983118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1983118.125000 Penalty: 4835.530762
	Iteration 48Q: 3 clusters Score -1983118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1983119.125000 Penalty: 4835.530762
	Iteration 49Q: 3 clusters Score -1983119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1983120.750000 Penalty: 4835.530762
	Iteration 50Q: 3 clusters Score -1983121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1983125.625000 Penalty: 4835.530762
	Iteration 51Q: 3 clusters Score -1983126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1983125.875000 Penalty: 4835.530762
	Iteration 52Q: 3 clusters Score -1983126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1983125.875000 Penalty: 4835.530762
	Iteration 53F: 3 clusters Score -1983126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Entering Unmasked Estep 
Score: -1972541.250000 Penalty: 2415.891602
	Iteration 0F: 2 clusters Score -1972541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1960352.875000 Penalty: 4831.783203
	Iteration 0F: 3 clusters Score -1960353 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1964295.500000 Penalty: 4831.783203
	Iteration 1F: 3 clusters Score -1964296 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1964597.500000 Penalty: 4831.783203
	Iteration 2F: 3 clusters Score -1964598 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1964844.750000 Penalty: 4831.783203
	Iteration 3Q: 3 clusters Score -1964845 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1965073.625000 Penalty: 4831.783203
	Iteration 4Q: 3 clusters Score -1965074 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1965311.875000 Penalty: 4831.783203
	Iteration 5Q: 3 clusters Score -1965312 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1965584.250000 Penalty: 4831.783203
	Iteration 6Q: 3 clusters Score -1965584 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1965899.500000 Penalty: 4831.783203
	Iteration 7Q: 3 clusters Score -1965900 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1966285.500000 Penalty: 4831.783203
	Iteration 8Q: 3 clusters Score -1966286 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1966725.625000 Penalty: 4831.783203
	Iteration 9Q: 3 clusters Score -1966726 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1967301.125000 Penalty: 4831.783203
	Iteration 10F: 3 clusters Score -1967301 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1967917.875000 Penalty: 4831.783203
	Iteration 11F: 3 clusters Score -1967918 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1968509.250000 Penalty: 4831.783203
	Iteration 12Q: 3 clusters Score -1968509 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1969062.750000 Penalty: 4831.783203
	Iteration 13Q: 3 clusters Score -1969063 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1969418.125000 Penalty: 4831.783203
	Iteration 14Q: 3 clusters Score -1969418 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1969638.000000 Penalty: 4831.783203
	Iteration 15Q: 3 clusters Score -1969638 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1969772.250000 Penalty: 4831.783203
	Iteration 16Q: 3 clusters Score -1969772 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1969868.375000 Penalty: 4831.783203
	Iteration 17Q: 3 clusters Score -1969868 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1969948.875000 Penalty: 4831.783203
	Iteration 18Q: 3 clusters Score -1969949 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1970023.000000 Penalty: 4831.783203
	Iteration 19Q: 3 clusters Score -1970023 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1970100.125000 Penalty: 4831.783203
	Iteration 20F: 3 clusters Score -1970100 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1970158.000000 Penalty: 4831.783203
	Iteration 21Q: 3 clusters Score -1970158 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1970212.875000 Penalty: 4831.783203
	Iteration 22Q: 3 clusters Score -1970213 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1970272.375000 Penalty: 4831.783203
	Iteration 23Q: 3 clusters Score -1970272 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1970331.000000 Penalty: 4831.783203
	Iteration 24Q: 3 clusters Score -1970331 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1970388.125000 Penalty: 4831.783203
	Iteration 25Q: 3 clusters Score -1970388 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1970441.250000 Penalty: 4831.783203
	Iteration 26Q: 3 clusters Score -1970441 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1970476.625000 Penalty: 4831.783203
	Iteration 27Q: 3 clusters Score -1970477 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1970513.250000 Penalty: 4831.783203
	Iteration 28Q: 3 clusters Score -1970513 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1970561.500000 Penalty: 4831.783203
	Iteration 29Q: 3 clusters Score -1970562 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1970608.000000 Penalty: 4831.783203
	Iteration 30Q: 3 clusters Score -1970608 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1970652.000000 Penalty: 4831.783203
	Iteration 31Q: 3 clusters Score -1970652 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1970683.875000 Penalty: 4831.783203
	Iteration 32Q: 3 clusters Score -1970684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1970711.875000 Penalty: 4831.783203
	Iteration 33Q: 3 clusters Score -1970712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1970739.000000 Penalty: 4831.783203
	Iteration 34Q: 3 clusters Score -1970739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1970760.125000 Penalty: 4831.783203
	Iteration 35Q: 3 clusters Score -1970760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1970785.375000 Penalty: 4831.783203
	Iteration 36Q: 3 clusters Score -1970785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1970801.625000 Penalty: 4831.783203
	Iteration 37Q: 3 clusters Score -1970802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1970816.750000 Penalty: 4831.783203
	Iteration 38Q: 3 clusters Score -1970817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1970832.125000 Penalty: 4831.783203
	Iteration 39Q: 3 clusters Score -1970832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1970844.875000 Penalty: 4831.783203
	Iteration 40F: 3 clusters Score -1970845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1970860.625000 Penalty: 4831.783203
	Iteration 41Q: 3 clusters Score -1970861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1970881.500000 Penalty: 4831.783203
	Iteration 42Q: 3 clusters Score -1970882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1970895.875000 Penalty: 4831.783203
	Iteration 43Q: 3 clusters Score -1970896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1970903.250000 Penalty: 4831.783203
	Iteration 44Q: 3 clusters Score -1970903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1970916.625000 Penalty: 4831.783203
	Iteration 45Q: 3 clusters Score -1970917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1970925.125000 Penalty: 4831.783203
	Iteration 46Q: 3 clusters Score -1970925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1970935.625000 Penalty: 4831.783203
	Iteration 47Q: 3 clusters Score -1970936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1970945.625000 Penalty: 4831.783203
	Iteration 48Q: 3 clusters Score -1970946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1970951.750000 Penalty: 4831.783203
	Iteration 49Q: 3 clusters Score -1970952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1970955.250000 Penalty: 4831.783203
	Iteration 50Q: 3 clusters Score -1970955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1970956.625000 Penalty: 4831.783203
	Iteration 51Q: 3 clusters Score -1970957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1970960.875000 Penalty: 4831.783203
	Iteration 52Q: 3 clusters Score -1970961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1970964.000000 Penalty: 4831.783203
	Iteration 53Q: 3 clusters Score -1970964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1970964.250000 Penalty: 4831.783203
	Iteration 54Q: 3 clusters Score -1970964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1970971.125000 Penalty: 4831.783203
	Iteration 55Q: 3 clusters Score -1970971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1970974.125000 Penalty: 4831.783203
	Iteration 56Q: 3 clusters Score -1970974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1970975.000000 Penalty: 4831.783203
	Iteration 57Q: 3 clusters Score -1970975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1970975.125000 Penalty: 4831.783203
	Iteration 58Q: 3 clusters Score -1970975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1970973.125000 Penalty: 4831.783203
	Iteration 59Q: 3 clusters Score -1970973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1970977.250000 Penalty: 4831.783203
	Iteration 60F: 3 clusters Score -1970977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1970976.625000 Penalty: 4831.783203
	Iteration 61Q: 3 clusters Score -1970977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -1970978.750000 Penalty: 4831.783203
	Iteration 62Q: 3 clusters Score -1970979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1970977.125000 Penalty: 4831.783203
	Iteration 63Q: 3 clusters Score -1970977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1970977.125000 Penalty: 4831.783203
	Iteration 64F: 3 clusters Score -1970977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -82036.070312 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -82036.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80232.039062 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -80232.04 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80530.367188 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -80530.37 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80710.468750 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -80710.47 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80816.562500 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -80816.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -80872.796875 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -80872.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80940.023438 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -80940.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -81048.656250 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -81048.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81176.882812 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -81176.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81342.671875 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -81342.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81508.937500 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -81508.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -81582.242188 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -81582.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81621.140625 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -81621.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -81666.375000 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -81666.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81708.335938 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -81708.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81772.875000 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -81772.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81885.203125 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -81885.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -81963.250000 Penalty: 3336.211914
	Iteration 16Q: 3 clusters Score -81963.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81979.671875 Penalty: 3336.211914
	Iteration 17Q: 3 clusters Score -81979.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81983.507812 Penalty: 3336.211914
	Iteration 18Q: 3 clusters Score -81983.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -81984.796875 Penalty: 3336.211914
	Iteration 19Q: 3 clusters Score -81984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -81986.796875 Penalty: 3336.211914
	Iteration 20F: 3 clusters Score -81986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Entering Unmasked Estep 
Score: -769964.937500 Penalty: 2183.174561
	Iteration 0F: 2 clusters Score -769964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -764361.687500 Penalty: 4366.349121
	Iteration 0F: 3 clusters Score -764361.7 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -765750.125000 Penalty: 4366.349121
	Iteration 1F: 3 clusters Score -765750.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -765963.437500 Penalty: 4366.349121
	Iteration 2F: 3 clusters Score -765963.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -766103.437500 Penalty: 4366.349121
	Iteration 3Q: 3 clusters Score -766103.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -766210.312500 Penalty: 4366.349121
	Iteration 4Q: 3 clusters Score -766210.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -766308.250000 Penalty: 4366.349121
	Iteration 5Q: 3 clusters Score -766308.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -766395.625000 Penalty: 4366.349121
	Iteration 6Q: 3 clusters Score -766395.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -766486.687500 Penalty: 4366.349121
	Iteration 7Q: 3 clusters Score -766486.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -766558.937500 Penalty: 4366.349121
	Iteration 8Q: 3 clusters Score -766558.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -766625.375000 Penalty: 4366.349121
	Iteration 9Q: 3 clusters Score -766625.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -766694.625000 Penalty: 4366.349121
	Iteration 10Q: 3 clusters Score -766694.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -766758.125000 Penalty: 4366.349121
	Iteration 11Q: 3 clusters Score -766758.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -766820.312500 Penalty: 4366.349121
	Iteration 12Q: 3 clusters Score -766820.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -766889.437500 Penalty: 4366.349121
	Iteration 13Q: 3 clusters Score -766889.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -766981.000000 Penalty: 4366.349121
	Iteration 14Q: 3 clusters Score -766981 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -767083.437500 Penalty: 4366.349121
	Iteration 15Q: 3 clusters Score -767083.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -767189.375000 Penalty: 4366.349121
	Iteration 16Q: 3 clusters Score -767189.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -767276.625000 Penalty: 4366.349121
	Iteration 17Q: 3 clusters Score -767276.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -767366.062500 Penalty: 4366.349121
	Iteration 18Q: 3 clusters Score -767366.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -767472.562500 Penalty: 4366.349121
	Iteration 19Q: 3 clusters Score -767472.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -767590.937500 Penalty: 4366.349121
	Iteration 20F: 3 clusters Score -767590.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -767692.875000 Penalty: 4366.349121
	Iteration 21Q: 3 clusters Score -767692.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -767778.750000 Penalty: 4366.349121
	Iteration 22Q: 3 clusters Score -767778.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -767849.437500 Penalty: 4366.349121
	Iteration 23Q: 3 clusters Score -767849.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -767887.000000 Penalty: 4366.349121
	Iteration 24Q: 3 clusters Score -767887 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -767919.750000 Penalty: 4366.349121
	Iteration 25Q: 3 clusters Score -767919.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -767956.500000 Penalty: 4366.349121
	Iteration 26Q: 3 clusters Score -767956.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -767983.875000 Penalty: 4366.349121
	Iteration 27Q: 3 clusters Score -767983.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -768003.625000 Penalty: 4366.349121
	Iteration 28Q: 3 clusters Score -768003.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -768019.250000 Penalty: 4366.349121
	Iteration 29Q: 3 clusters Score -768019.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -768034.250000 Penalty: 4366.349121
	Iteration 30Q: 3 clusters Score -768034.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -768047.937500 Penalty: 4366.349121
	Iteration 31Q: 3 clusters Score -768047.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -768058.437500 Penalty: 4366.349121
	Iteration 32Q: 3 clusters Score -768058.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -768068.250000 Penalty: 4366.349121
	Iteration 33Q: 3 clusters Score -768068.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -768081.500000 Penalty: 4366.349121
	Iteration 34Q: 3 clusters Score -768081.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -768087.312500 Penalty: 4366.349121
	Iteration 35Q: 3 clusters Score -768087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -768088.687500 Penalty: 4366.349121
	Iteration 36Q: 3 clusters Score -768088.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -768091.687500 Penalty: 4366.349121
	Iteration 37Q: 3 clusters Score -768091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -768093.875000 Penalty: 4366.349121
	Iteration 38Q: 3 clusters Score -768093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -768095.187500 Penalty: 4366.349121
	Iteration 39Q: 3 clusters Score -768095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -768096.875000 Penalty: 4366.349121
	Iteration 40F: 3 clusters Score -768096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -768097.812500 Penalty: 4366.349121
	Iteration 41Q: 3 clusters Score -768097.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -768098.000000 Penalty: 4366.349121
	Iteration 42Q: 3 clusters Score -768098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -768098.000000 Penalty: 4366.349121
	Iteration 43F: 3 clusters Score -768098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -33559.941406 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -33559.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32238.615234 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -32238.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32348.490234 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -32348.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32366.132812 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -32366.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32375.367188 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -32375.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32377.638672 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -32377.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32380.689453 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -32380.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32380.689453 Penalty: 2856.415283
	Iteration 6F: 3 clusters Score -32380.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Entering Unmasked Estep 
Score: -1887354.750000 Penalty: 2404.982178
	Iteration 0F: 2 clusters Score -1887355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1875628.875000 Penalty: 4809.964355
	Iteration 0F: 3 clusters Score -1875629 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1879492.875000 Penalty: 4809.964355
	Iteration 1F: 3 clusters Score -1879493 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1879779.625000 Penalty: 4809.964355
	Iteration 2F: 3 clusters Score -1879780 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1880006.375000 Penalty: 4809.964355
	Iteration 3Q: 3 clusters Score -1880006 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1880176.625000 Penalty: 4809.964355
	Iteration 4Q: 3 clusters Score -1880177 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1880326.125000 Penalty: 4809.964355
	Iteration 5Q: 3 clusters Score -1880326 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1880465.500000 Penalty: 4809.964355
	Iteration 6Q: 3 clusters Score -1880466 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1880603.625000 Penalty: 4809.964355
	Iteration 7Q: 3 clusters Score -1880604 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1880721.125000 Penalty: 4809.964355
	Iteration 8Q: 3 clusters Score -1880721 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1880853.250000 Penalty: 4809.964355
	Iteration 9Q: 3 clusters Score -1880853 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1880973.375000 Penalty: 4809.964355
	Iteration 10Q: 3 clusters Score -1880973 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1881103.125000 Penalty: 4809.964355
	Iteration 11Q: 3 clusters Score -1881103 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1881251.625000 Penalty: 4809.964355
	Iteration 12Q: 3 clusters Score -1881252 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1881433.875000 Penalty: 4809.964355
	Iteration 13Q: 3 clusters Score -1881434 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1881647.625000 Penalty: 4809.964355
	Iteration 14Q: 3 clusters Score -1881648 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1881891.375000 Penalty: 4809.964355
	Iteration 15Q: 3 clusters Score -1881891 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1882146.875000 Penalty: 4809.964355
	Iteration 16Q: 3 clusters Score -1882147 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1882437.500000 Penalty: 4809.964355
	Iteration 17Q: 3 clusters Score -1882438 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1882740.750000 Penalty: 4809.964355
	Iteration 18Q: 3 clusters Score -1882741 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1883041.375000 Penalty: 4809.964355
	Iteration 19Q: 3 clusters Score -1883041 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1883324.250000 Penalty: 4809.964355
	Iteration 20F: 3 clusters Score -1883324 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1883580.500000 Penalty: 4809.964355
	Iteration 21Q: 3 clusters Score -1883580 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1883824.875000 Penalty: 4809.964355
	Iteration 22Q: 3 clusters Score -1883825 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1884055.375000 Penalty: 4809.964355
	Iteration 23Q: 3 clusters Score -1884055 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1884234.625000 Penalty: 4809.964355
	Iteration 24Q: 3 clusters Score -1884235 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1884382.750000 Penalty: 4809.964355
	Iteration 25Q: 3 clusters Score -1884383 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1884519.250000 Penalty: 4809.964355
	Iteration 26Q: 3 clusters Score -1884519 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1884635.250000 Penalty: 4809.964355
	Iteration 27Q: 3 clusters Score -1884635 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1884728.250000 Penalty: 4809.964355
	Iteration 28Q: 3 clusters Score -1884728 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1884812.250000 Penalty: 4809.964355
	Iteration 29Q: 3 clusters Score -1884812 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1884872.000000 Penalty: 4809.964355
	Iteration 30Q: 3 clusters Score -1884872 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1884925.000000 Penalty: 4809.964355
	Iteration 31Q: 3 clusters Score -1884925 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1884989.500000 Penalty: 4809.964355
	Iteration 32Q: 3 clusters Score -1884990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1885022.625000 Penalty: 4809.964355
	Iteration 33Q: 3 clusters Score -1885023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1885056.125000 Penalty: 4809.964355
	Iteration 34Q: 3 clusters Score -1885056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1885084.125000 Penalty: 4809.964355
	Iteration 35Q: 3 clusters Score -1885084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1885108.125000 Penalty: 4809.964355
	Iteration 36Q: 3 clusters Score -1885108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1885138.875000 Penalty: 4809.964355
	Iteration 37Q: 3 clusters Score -1885139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1885163.000000 Penalty: 4809.964355
	Iteration 38Q: 3 clusters Score -1885163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1885188.125000 Penalty: 4809.964355
	Iteration 39Q: 3 clusters Score -1885188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1885206.375000 Penalty: 4809.964355
	Iteration 40F: 3 clusters Score -1885206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1885220.375000 Penalty: 4809.964355
	Iteration 41Q: 3 clusters Score -1885220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1885230.375000 Penalty: 4809.964355
	Iteration 42Q: 3 clusters Score -1885230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1885240.375000 Penalty: 4809.964355
	Iteration 43Q: 3 clusters Score -1885240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1885245.000000 Penalty: 4809.964355
	Iteration 44Q: 3 clusters Score -1885245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1885247.875000 Penalty: 4809.964355
	Iteration 45Q: 3 clusters Score -1885248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1885255.625000 Penalty: 4809.964355
	Iteration 46Q: 3 clusters Score -1885256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1885263.500000 Penalty: 4809.964355
	Iteration 47Q: 3 clusters Score -1885264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1885265.625000 Penalty: 4809.964355
	Iteration 48Q: 3 clusters Score -1885266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1885268.125000 Penalty: 4809.964355
	Iteration 49Q: 3 clusters Score -1885268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1885273.375000 Penalty: 4809.964355
	Iteration 50Q: 3 clusters Score -1885273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1885275.375000 Penalty: 4809.964355
	Iteration 51Q: 3 clusters Score -1885275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1885280.875000 Penalty: 4809.964355
	Iteration 52Q: 3 clusters Score -1885281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1885288.375000 Penalty: 4809.964355
	Iteration 53Q: 3 clusters Score -1885288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1885287.500000 Penalty: 4809.964355
	Iteration 54Q: 3 clusters Score -1885288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1885286.000000 Penalty: 4809.964355
	Iteration 55Q: 3 clusters Score -1885286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1885287.875000 Penalty: 4809.964355
	Iteration 56Q: 3 clusters Score -1885288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -1885290.750000 Penalty: 4809.964355
	Iteration 57Q: 3 clusters Score -1885291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1885298.375000 Penalty: 4809.964355
	Iteration 58Q: 3 clusters Score -1885298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1885298.750000 Penalty: 4809.964355
	Iteration 59Q: 3 clusters Score -1885299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1885300.250000 Penalty: 4809.964355
	Iteration 60F: 3 clusters Score -1885300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1885300.500000 Penalty: 4809.964355
	Iteration 61Q: 3 clusters Score -1885300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1885300.500000 Penalty: 4809.964355
	Iteration 62F: 3 clusters Score -1885300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -71804.460938 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -71804.46 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 336 members 
Entering Unmasked Estep 
Score: -70098.195312 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -70098.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70307.726562 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -70307.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70366.812500 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -70366.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70387.203125 Penalty: 3226.126953
	Iteration 3Q: 3 clusters Score -70387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70395.414062 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -70395.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70396.242188 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -70396.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70396.242188 Penalty: 3226.126953
	Iteration 6F: 3 clusters Score -70396.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Entering Unmasked Estep 
Score: -316439.937500 Penalty: 1985.165527
	Iteration 0F: 2 clusters Score -316439.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -313185.343750 Penalty: 3970.331055
	Iteration 0F: 3 clusters Score -313185.3 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -313904.062500 Penalty: 3970.331055
	Iteration 1F: 3 clusters Score -313904.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -314140.125000 Penalty: 3970.331055
	Iteration 2F: 3 clusters Score -314140.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -314335.875000 Penalty: 3970.331055
	Iteration 3F: 3 clusters Score -314335.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -314524.750000 Penalty: 3970.331055
	Iteration 4F: 3 clusters Score -314524.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -314736.531250 Penalty: 3970.331055
	Iteration 5Q: 3 clusters Score -314736.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -314876.843750 Penalty: 3970.331055
	Iteration 6Q: 3 clusters Score -314876.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -314968.468750 Penalty: 3970.331055
	Iteration 7Q: 3 clusters Score -314968.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -315037.343750 Penalty: 3970.331055
	Iteration 8Q: 3 clusters Score -315037.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -315087.656250 Penalty: 3970.331055
	Iteration 9Q: 3 clusters Score -315087.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -315127.031250 Penalty: 3970.331055
	Iteration 10Q: 3 clusters Score -315127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -315161.250000 Penalty: 3970.331055
	Iteration 11Q: 3 clusters Score -315161.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -315192.968750 Penalty: 3970.331055
	Iteration 12Q: 3 clusters Score -315193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -315216.125000 Penalty: 3970.331055
	Iteration 13Q: 3 clusters Score -315216.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -315241.031250 Penalty: 3970.331055
	Iteration 14Q: 3 clusters Score -315241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -315271.593750 Penalty: 3970.331055
	Iteration 15Q: 3 clusters Score -315271.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -315308.937500 Penalty: 3970.331055
	Iteration 16Q: 3 clusters Score -315308.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -315337.750000 Penalty: 3970.331055
	Iteration 17Q: 3 clusters Score -315337.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -315360.500000 Penalty: 3970.331055
	Iteration 18Q: 3 clusters Score -315360.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -315380.843750 Penalty: 3970.331055
	Iteration 19Q: 3 clusters Score -315380.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -315404.875000 Penalty: 3970.331055
	Iteration 20F: 3 clusters Score -315404.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -315427.281250 Penalty: 3970.331055
	Iteration 21Q: 3 clusters Score -315427.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -315442.656250 Penalty: 3970.331055
	Iteration 22Q: 3 clusters Score -315442.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -315456.812500 Penalty: 3970.331055
	Iteration 23Q: 3 clusters Score -315456.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -315469.906250 Penalty: 3970.331055
	Iteration 24Q: 3 clusters Score -315469.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -315485.312500 Penalty: 3970.331055
	Iteration 25Q: 3 clusters Score -315485.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -315503.593750 Penalty: 3970.331055
	Iteration 26Q: 3 clusters Score -315503.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -315516.437500 Penalty: 3970.331055
	Iteration 27Q: 3 clusters Score -315516.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -315529.750000 Penalty: 3970.331055
	Iteration 28Q: 3 clusters Score -315529.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -315535.218750 Penalty: 3970.331055
	Iteration 29Q: 3 clusters Score -315535.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -315542.656250 Penalty: 3970.331055
	Iteration 30Q: 3 clusters Score -315542.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -315551.250000 Penalty: 3970.331055
	Iteration 31Q: 3 clusters Score -315551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -315559.593750 Penalty: 3970.331055
	Iteration 32Q: 3 clusters Score -315559.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -315576.656250 Penalty: 3970.331055
	Iteration 33Q: 3 clusters Score -315576.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -315590.000000 Penalty: 3970.331055
	Iteration 34Q: 3 clusters Score -315590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -315596.812500 Penalty: 3970.331055
	Iteration 35Q: 3 clusters Score -315596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -315599.218750 Penalty: 3970.331055
	Iteration 36Q: 3 clusters Score -315599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -315600.500000 Penalty: 3970.331055
	Iteration 37Q: 3 clusters Score -315600.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -315603.718750 Penalty: 3970.331055
	Iteration 38Q: 3 clusters Score -315603.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -315606.937500 Penalty: 3970.331055
	Iteration 39Q: 3 clusters Score -315606.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -315607.343750 Penalty: 3970.331055
	Iteration 40F: 3 clusters Score -315607.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (318644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318644 members 
Entering Unmasked Estep 
Score: -36145536.000000 Penalty: 3142.613770
	Iteration 0F: 2 clusters Score -3.614554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159857 members 
Mstep: Class 2 contains 158787 members 
Entering Unmasked Estep 
Score: -35956936.000000 Penalty: 6285.227539
	Iteration 0F: 3 clusters Score -3.595694e+07 nChanged 154468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168725 members 
Mstep: Class 2 contains 149919 members 
Entering Unmasked Estep 
Score: -36048260.000000 Penalty: 6285.227539
	Iteration 1F: 3 clusters Score -3.604826e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175087 members 
Mstep: Class 2 contains 143557 members 
Entering Unmasked Estep 
Score: -36050544.000000 Penalty: 6285.227539
	Iteration 2Q: 3 clusters Score -3.605054e+07 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184925 members 
Mstep: Class 2 contains 133719 members 
Entering Unmasked Estep 
Score: -36054140.000000 Penalty: 6285.227539
	Iteration 3Q: 3 clusters Score -3.605414e+07 nChanged 15367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199932 members 
Mstep: Class 2 contains 118712 members 
Entering Unmasked Estep 
Score: -36061152.000000 Penalty: 6285.227539
	Iteration 4Q: 3 clusters Score -3.606115e+07 nChanged 22186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222012 members 
Mstep: Class 2 contains 96632 members 
Entering Unmasked Estep 
Score: -36074308.000000 Penalty: 6285.227539
	Iteration 5F: 3 clusters Score -3.607431e+07 nChanged 28475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250421 members 
Mstep: Class 2 contains 68223 members 
Entering Unmasked Estep 
Score: -36094232.000000 Penalty: 6285.227539
	Iteration 6F: 3 clusters Score -3.609423e+07 nChanged 28826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279215 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -36114764.000000 Penalty: 6285.227539
	Iteration 7F: 3 clusters Score -3.611476e+07 nChanged 20862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300067 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -36131164.000000 Penalty: 6285.227539
	Iteration 8F: 3 clusters Score -3.613116e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310980 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -36138848.000000 Penalty: 6285.227539
	Iteration 9Q: 3 clusters Score -3.613885e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315527 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -36141488.000000 Penalty: 6285.227539
	Iteration 10Q: 3 clusters Score -3.614149e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317200 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -36142244.000000 Penalty: 6285.227539
	Iteration 11Q: 3 clusters Score -3.614224e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317743 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -36142556.000000 Penalty: 6285.227539
	Iteration 12Q: 3 clusters Score -3.614256e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317955 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -36142784.000000 Penalty: 6285.227539
	Iteration 13Q: 3 clusters Score -3.614278e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318051 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -36142912.000000 Penalty: 6285.227539
	Iteration 14Q: 3 clusters Score -3.614291e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318106 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -36142988.000000 Penalty: 6285.227539
	Iteration 15Q: 3 clusters Score -3.614299e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318140 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -36143012.000000 Penalty: 6285.227539
	Iteration 16Q: 3 clusters Score -3.614301e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318165 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -36143028.000000 Penalty: 6285.227539
	Iteration 17Q: 3 clusters Score -3.614303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318177 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -36143024.000000 Penalty: 6285.227539
	Iteration 18Q: 3 clusters Score -3.614302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318182 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -36143028.000000 Penalty: 6285.227539
	Iteration 19Q: 3 clusters Score -3.614303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318184 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -36143012.000000 Penalty: 6285.227539
	Iteration 20F: 3 clusters Score -3.614301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318182 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -36143012.000000 Penalty: 6285.227539
	Iteration 21Q: 3 clusters Score -3.614301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318188 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -36143020.000000 Penalty: 6285.227539
	Iteration 22Q: 3 clusters Score -3.614302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318194 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -36143016.000000 Penalty: 6285.227539
	Iteration 23Q: 3 clusters Score -3.614302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318196 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -36143036.000000 Penalty: 6285.227539
	Iteration 24Q: 3 clusters Score -3.614304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318201 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -36143004.000000 Penalty: 6285.227539
	Iteration 25Q: 3 clusters Score -3.6143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318202 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -36143016.000000 Penalty: 6285.227539
	Iteration 26Q: 3 clusters Score -3.614302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318201 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -36143008.000000 Penalty: 6285.227539
	Iteration 27Q: 3 clusters Score -3.614301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318201 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -36143008.000000 Penalty: 6285.227539
	Iteration 28F: 3 clusters Score -3.614301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -287496.093750 Penalty: 1946.148315
	Iteration 0F: 2 clusters Score -287496.1 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 1280 members 
Entering Unmasked Estep 
Score: -284541.781250 Penalty: 3892.296631
	Iteration 0F: 3 clusters Score -284541.8 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -285150.406250 Penalty: 3892.296631
	Iteration 1F: 3 clusters Score -285150.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -285293.875000 Penalty: 3892.296631
	Iteration 2F: 3 clusters Score -285293.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -285375.343750 Penalty: 3892.296631
	Iteration 3Q: 3 clusters Score -285375.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -285442.531250 Penalty: 3892.296631
	Iteration 4Q: 3 clusters Score -285442.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -285495.375000 Penalty: 3892.296631
	Iteration 5Q: 3 clusters Score -285495.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -285537.500000 Penalty: 3892.296631
	Iteration 6Q: 3 clusters Score -285537.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -285583.718750 Penalty: 3892.296631
	Iteration 7Q: 3 clusters Score -285583.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -285645.531250 Penalty: 3892.296631
	Iteration 8Q: 3 clusters Score -285645.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -285709.218750 Penalty: 3892.296631
	Iteration 9Q: 3 clusters Score -285709.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -285770.125000 Penalty: 3892.296631
	Iteration 10Q: 3 clusters Score -285770.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -285850.218750 Penalty: 3892.296631
	Iteration 11Q: 3 clusters Score -285850.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -285962.156250 Penalty: 3892.296631
	Iteration 12Q: 3 clusters Score -285962.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -286107.718750 Penalty: 3892.296631
	Iteration 13Q: 3 clusters Score -286107.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -286225.718750 Penalty: 3892.296631
	Iteration 14Q: 3 clusters Score -286225.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -286364.687500 Penalty: 3892.296631
	Iteration 15Q: 3 clusters Score -286364.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -286507.000000 Penalty: 3892.296631
	Iteration 16Q: 3 clusters Score -286507 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -286615.093750 Penalty: 3892.296631
	Iteration 17Q: 3 clusters Score -286615.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -286702.750000 Penalty: 3892.296631
	Iteration 18Q: 3 clusters Score -286702.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -286763.500000 Penalty: 3892.296631
	Iteration 19Q: 3 clusters Score -286763.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -286794.812500 Penalty: 3892.296631
	Iteration 20F: 3 clusters Score -286794.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -286812.031250 Penalty: 3892.296631
	Iteration 21Q: 3 clusters Score -286812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -286822.437500 Penalty: 3892.296631
	Iteration 22Q: 3 clusters Score -286822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -286827.250000 Penalty: 3892.296631
	Iteration 23Q: 3 clusters Score -286827.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -286831.437500 Penalty: 3892.296631
	Iteration 24Q: 3 clusters Score -286831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -286835.968750 Penalty: 3892.296631
	Iteration 25Q: 3 clusters Score -286836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -286838.312500 Penalty: 3892.296631
	Iteration 26Q: 3 clusters Score -286838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -286839.531250 Penalty: 3892.296631
	Iteration 27Q: 3 clusters Score -286839.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -286840.718750 Penalty: 3892.296631
	Iteration 28Q: 3 clusters Score -286840.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -286840.718750 Penalty: 3892.296631
	Iteration 29F: 3 clusters Score -286840.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Entering Unmasked Estep 
Score: -5320957.500000 Penalty: 2665.589844
	Iteration 0F: 2 clusters Score -5320958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -5289614.500000 Penalty: 5331.179688
	Iteration 0F: 3 clusters Score -5289614 nChanged 21263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -5301283.000000 Penalty: 5331.179688
	Iteration 1F: 3 clusters Score -5301283 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -5302061.500000 Penalty: 5331.179688
	Iteration 2Q: 3 clusters Score -5302062 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -5302869.500000 Penalty: 5331.179688
	Iteration 3Q: 3 clusters Score -5302870 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -5303985.500000 Penalty: 5331.179688
	Iteration 4Q: 3 clusters Score -5303986 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -5305266.000000 Penalty: 5331.179688
	Iteration 5F: 3 clusters Score -5305266 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -5306780.000000 Penalty: 5331.179688
	Iteration 6F: 3 clusters Score -5306780 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -5308494.000000 Penalty: 5331.179688
	Iteration 7F: 3 clusters Score -5308494 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -5310228.000000 Penalty: 5331.179688
	Iteration 8F: 3 clusters Score -5310228 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -5312098.000000 Penalty: 5331.179688
	Iteration 9F: 3 clusters Score -5312098 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -5313908.000000 Penalty: 5331.179688
	Iteration 10Q: 3 clusters Score -5313908 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -5315445.000000 Penalty: 5331.179688
	Iteration 11Q: 3 clusters Score -5315445 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -5316324.500000 Penalty: 5331.179688
	Iteration 12Q: 3 clusters Score -5316324 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -5316860.500000 Penalty: 5331.179688
	Iteration 13Q: 3 clusters Score -5316860 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -5317183.500000 Penalty: 5331.179688
	Iteration 14Q: 3 clusters Score -5317184 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -5317496.500000 Penalty: 5331.179688
	Iteration 15Q: 3 clusters Score -5317496 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -5317781.000000 Penalty: 5331.179688
	Iteration 16Q: 3 clusters Score -5317781 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -5318063.000000 Penalty: 5331.179688
	Iteration 17Q: 3 clusters Score -5318063 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -5318259.000000 Penalty: 5331.179688
	Iteration 18Q: 3 clusters Score -5318259 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -5318397.500000 Penalty: 5331.179688
	Iteration 19Q: 3 clusters Score -5318398 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -5318491.500000 Penalty: 5331.179688
	Iteration 20F: 3 clusters Score -5318492 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -5318558.000000 Penalty: 5331.179688
	Iteration 21Q: 3 clusters Score -5318558 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -5318641.000000 Penalty: 5331.179688
	Iteration 22Q: 3 clusters Score -5318641 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -5318686.500000 Penalty: 5331.179688
	Iteration 23Q: 3 clusters Score -5318686 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -5318716.000000 Penalty: 5331.179688
	Iteration 24Q: 3 clusters Score -5318716 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -5318769.500000 Penalty: 5331.179688
	Iteration 25Q: 3 clusters Score -5318770 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -5318793.500000 Penalty: 5331.179688
	Iteration 26Q: 3 clusters Score -5318794 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -5318827.000000 Penalty: 5331.179688
	Iteration 27Q: 3 clusters Score -5318827 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -5318850.500000 Penalty: 5331.179688
	Iteration 28Q: 3 clusters Score -5318850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5318879.500000 Penalty: 5331.179688
	Iteration 29Q: 3 clusters Score -5318880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -5318905.000000 Penalty: 5331.179688
	Iteration 30Q: 3 clusters Score -5318905 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -5318923.500000 Penalty: 5331.179688
	Iteration 31Q: 3 clusters Score -5318924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -5318925.000000 Penalty: 5331.179688
	Iteration 32Q: 3 clusters Score -5318925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -5318957.000000 Penalty: 5331.179688
	Iteration 33Q: 3 clusters Score -5318957 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -5318962.000000 Penalty: 5331.179688
	Iteration 34Q: 3 clusters Score -5318962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -5318966.000000 Penalty: 5331.179688
	Iteration 35Q: 3 clusters Score -5318966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -5318989.000000 Penalty: 5331.179688
	Iteration 36Q: 3 clusters Score -5318989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -5318983.500000 Penalty: 5331.179688
	Iteration 37Q: 3 clusters Score -5318984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -5319002.500000 Penalty: 5331.179688
	Iteration 38Q: 3 clusters Score -5319002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -5319002.000000 Penalty: 5331.179688
	Iteration 39Q: 3 clusters Score -5319002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -5319014.000000 Penalty: 5331.179688
	Iteration 40F: 3 clusters Score -5319014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -5319026.500000 Penalty: 5331.179688
	Iteration 41Q: 3 clusters Score -5319026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -5319049.500000 Penalty: 5331.179688
	Iteration 42Q: 3 clusters Score -5319050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -5319060.500000 Penalty: 5331.179688
	Iteration 43Q: 3 clusters Score -5319060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -5319067.000000 Penalty: 5331.179688
	Iteration 44Q: 3 clusters Score -5319067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -5319085.500000 Penalty: 5331.179688
	Iteration 45Q: 3 clusters Score -5319086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -5319089.500000 Penalty: 5331.179688
	Iteration 46Q: 3 clusters Score -5319090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -5319091.500000 Penalty: 5331.179688
	Iteration 47Q: 3 clusters Score -5319092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -5319098.500000 Penalty: 5331.179688
	Iteration 48Q: 3 clusters Score -5319098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -5319111.000000 Penalty: 5331.179688
	Iteration 49Q: 3 clusters Score -5319111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -5319104.000000 Penalty: 5331.179688
	Iteration 50Q: 3 clusters Score -5319104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -5319100.000000 Penalty: 5331.179688
	Iteration 51Q: 3 clusters Score -5319100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -5319102.500000 Penalty: 5331.179688
	Iteration 52Q: 3 clusters Score -5319102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -5319106.500000 Penalty: 5331.179688
	Iteration 53Q: 3 clusters Score -5319106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -5319104.500000 Penalty: 5331.179688
	Iteration 54Q: 3 clusters Score -5319104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -5319105.500000 Penalty: 5331.179688
	Iteration 55Q: 3 clusters Score -5319106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -5319112.500000 Penalty: 5331.179688
	Iteration 56Q: 3 clusters Score -5319112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -5319115.500000 Penalty: 5331.179688
	Iteration 57Q: 3 clusters Score -5319116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -5319122.000000 Penalty: 5331.179688
	Iteration 58Q: 3 clusters Score -5319122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -5319119.500000 Penalty: 5331.179688
	Iteration 59Q: 3 clusters Score -5319120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -5319118.000000 Penalty: 5331.179688
	Iteration 60F: 3 clusters Score -5319118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -5319128.000000 Penalty: 5331.179688
	Iteration 61Q: 3 clusters Score -5319128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -5319125.500000 Penalty: 5331.179688
	Iteration 62Q: 3 clusters Score -5319126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -5319125.000000 Penalty: 5331.179688
	Iteration 63Q: 3 clusters Score -5319125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -5319129.000000 Penalty: 5331.179688
	Iteration 64Q: 3 clusters Score -5319129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -5319133.000000 Penalty: 5331.179688
	Iteration 65Q: 3 clusters Score -5319133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -5319134.000000 Penalty: 5331.179688
	Iteration 66Q: 3 clusters Score -5319134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -5319130.000000 Penalty: 5331.179688
	Iteration 67Q: 3 clusters Score -5319130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -5319132.000000 Penalty: 5331.179688
	Iteration 68Q: 3 clusters Score -5319132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -5319132.500000 Penalty: 5331.179688
	Iteration 69Q: 3 clusters Score -5319132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -5319131.000000 Penalty: 5331.179688
	Iteration 70Q: 3 clusters Score -5319131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -5319131.000000 Penalty: 5331.179688
	Iteration 71F: 3 clusters Score -5319131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Entering Unmasked Estep 
Score: -2322544.250000 Penalty: 2456.869629
	Iteration 0F: 2 clusters Score -2322544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2308412.250000 Penalty: 4913.739258
	Iteration 0F: 3 clusters Score -2308412 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2313345.250000 Penalty: 4913.739258
	Iteration 1F: 3 clusters Score -2313345 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2313917.000000 Penalty: 4913.739258
	Iteration 2F: 3 clusters Score -2313917 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2314506.750000 Penalty: 4913.739258
	Iteration 3F: 3 clusters Score -2314507 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2315271.750000 Penalty: 4913.739258
	Iteration 4F: 3 clusters Score -2315272 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2316254.000000 Penalty: 4913.739258
	Iteration 5F: 3 clusters Score -2316254 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2317442.000000 Penalty: 4913.739258
	Iteration 6F: 3 clusters Score -2317442 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2318695.500000 Penalty: 4913.739258
	Iteration 7F: 3 clusters Score -2318696 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2319616.000000 Penalty: 4913.739258
	Iteration 8F: 3 clusters Score -2319616 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2320181.000000 Penalty: 4913.739258
	Iteration 9Q: 3 clusters Score -2320181 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2320547.500000 Penalty: 4913.739258
	Iteration 10Q: 3 clusters Score -2320548 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2320750.000000 Penalty: 4913.739258
	Iteration 11Q: 3 clusters Score -2320750 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2320870.750000 Penalty: 4913.739258
	Iteration 12Q: 3 clusters Score -2320871 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2320942.000000 Penalty: 4913.739258
	Iteration 13Q: 3 clusters Score -2320942 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2321000.500000 Penalty: 4913.739258
	Iteration 14Q: 3 clusters Score -2321000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2321038.750000 Penalty: 4913.739258
	Iteration 15Q: 3 clusters Score -2321039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2321061.250000 Penalty: 4913.739258
	Iteration 16Q: 3 clusters Score -2321061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2321075.500000 Penalty: 4913.739258
	Iteration 17Q: 3 clusters Score -2321076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2321084.250000 Penalty: 4913.739258
	Iteration 18Q: 3 clusters Score -2321084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2321097.250000 Penalty: 4913.739258
	Iteration 19Q: 3 clusters Score -2321097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2321108.500000 Penalty: 4913.739258
	Iteration 20F: 3 clusters Score -2321108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2321114.500000 Penalty: 4913.739258
	Iteration 21Q: 3 clusters Score -2321114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2321117.000000 Penalty: 4913.739258
	Iteration 22Q: 3 clusters Score -2321117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2321117.750000 Penalty: 4913.739258
	Iteration 23Q: 3 clusters Score -2321118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2321122.500000 Penalty: 4913.739258
	Iteration 24Q: 3 clusters Score -2321122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2321122.500000 Penalty: 4913.739258
	Iteration 25Q: 3 clusters Score -2321122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2321125.250000 Penalty: 4913.739258
	Iteration 26Q: 3 clusters Score -2321125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2321125.250000 Penalty: 4913.739258
	Iteration 27F: 3 clusters Score -2321125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -73277.539062 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -73277.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71517.726562 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -71517.73 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71784.320312 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -71784.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71949.945312 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -71949.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72143.031250 Penalty: 3292.080078
	Iteration 3F: 3 clusters Score -72143.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72236.734375 Penalty: 3292.080078
	Iteration 4F: 3 clusters Score -72236.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72310.703125 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -72310.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72395.867188 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -72395.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72494.945312 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -72494.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72623.796875 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -72623.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72741.960938 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -72741.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72804.171875 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -72804.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72933.187500 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -72933.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73005.429688 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -73005.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73052.742188 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -73052.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -73072.578125 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -73072.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -73093.804688 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -73093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -73109.304688 Penalty: 3292.080078
	Iteration 16Q: 3 clusters Score -73109.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73138.859375 Penalty: 3292.080078
	Iteration 17Q: 3 clusters Score -73138.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73154.937500 Penalty: 3292.080078
	Iteration 18Q: 3 clusters Score -73154.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73186.046875 Penalty: 3292.080078
	Iteration 19Q: 3 clusters Score -73186.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73210.343750 Penalty: 3292.080078
	Iteration 20F: 3 clusters Score -73210.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73220.562500 Penalty: 3292.080078
	Iteration 21Q: 3 clusters Score -73220.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73221.476562 Penalty: 3292.080078
	Iteration 22Q: 3 clusters Score -73221.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73221.476562 Penalty: 3292.080078
	Iteration 23F: 3 clusters Score -73221.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (131962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131962 members 
Entering Unmasked Estep 
Score: -14961744.000000 Penalty: 2923.986572
	Iteration 0F: 2 clusters Score -1.496174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 65909 members 
Entering Unmasked Estep 
Score: -14874449.000000 Penalty: 5847.973145
	Iteration 0F: 3 clusters Score -1.487445e+07 nChanged 62954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -14910922.000000 Penalty: 5847.973145
	Iteration 1F: 3 clusters Score -1.491092e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -14911804.000000 Penalty: 5847.973145
	Iteration 2Q: 3 clusters Score -1.49118e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 64955 members 
Entering Unmasked Estep 
Score: -14912443.000000 Penalty: 5847.973145
	Iteration 3Q: 3 clusters Score -1.491244e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -14913412.000000 Penalty: 5847.973145
	Iteration 4Q: 3 clusters Score -1.491341e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -14914346.000000 Penalty: 5847.973145
	Iteration 5Q: 3 clusters Score -1.491435e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -14915514.000000 Penalty: 5847.973145
	Iteration 6Q: 3 clusters Score -1.491551e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -14917022.000000 Penalty: 5847.973145
	Iteration 7Q: 3 clusters Score -1.491702e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -14919227.000000 Penalty: 5847.973145
	Iteration 8Q: 3 clusters Score -1.491923e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -14922164.000000 Penalty: 5847.973145
	Iteration 9Q: 3 clusters Score -1.492216e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -14926341.000000 Penalty: 5847.973145
	Iteration 10F: 3 clusters Score -1.492634e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -14932029.000000 Penalty: 5847.973145
	Iteration 11F: 3 clusters Score -1.493203e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87944 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -14937627.000000 Penalty: 5847.973145
	Iteration 12F: 3 clusters Score -1.493763e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91059 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -14941642.000000 Penalty: 5847.973145
	Iteration 13F: 3 clusters Score -1.494164e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -14943967.000000 Penalty: 5847.973145
	Iteration 14Q: 3 clusters Score -1.494397e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -14945398.000000 Penalty: 5847.973145
	Iteration 15Q: 3 clusters Score -1.49454e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97377 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -14946300.000000 Penalty: 5847.973145
	Iteration 16Q: 3 clusters Score -1.49463e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99164 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -14947168.000000 Penalty: 5847.973145
	Iteration 17Q: 3 clusters Score -1.494717e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100894 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -14947824.000000 Penalty: 5847.973145
	Iteration 18Q: 3 clusters Score -1.494782e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102686 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -14948557.000000 Penalty: 5847.973145
	Iteration 19Q: 3 clusters Score -1.494856e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -14949305.000000 Penalty: 5847.973145
	Iteration 20F: 3 clusters Score -1.49493e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106329 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -14950179.000000 Penalty: 5847.973145
	Iteration 21Q: 3 clusters Score -1.495018e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108216 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -14950953.000000 Penalty: 5847.973145
	Iteration 22Q: 3 clusters Score -1.495095e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110156 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -14951879.000000 Penalty: 5847.973145
	Iteration 23Q: 3 clusters Score -1.495188e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112142 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -14952857.000000 Penalty: 5847.973145
	Iteration 24Q: 3 clusters Score -1.495286e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114080 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -14953825.000000 Penalty: 5847.973145
	Iteration 25Q: 3 clusters Score -1.495382e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115960 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -14954935.000000 Penalty: 5847.973145
	Iteration 26Q: 3 clusters Score -1.495494e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117735 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -14955975.000000 Penalty: 5847.973145
	Iteration 27Q: 3 clusters Score -1.495598e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119411 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -14957070.000000 Penalty: 5847.973145
	Iteration 28Q: 3 clusters Score -1.495707e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120950 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -14958082.000000 Penalty: 5847.973145
	Iteration 29Q: 3 clusters Score -1.495808e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122222 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -14959102.000000 Penalty: 5847.973145
	Iteration 30Q: 3 clusters Score -1.49591e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123229 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -14959820.000000 Penalty: 5847.973145
	Iteration 31Q: 3 clusters Score -1.495982e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123978 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -14960404.000000 Penalty: 5847.973145
	Iteration 32Q: 3 clusters Score -1.49604e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124557 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -14960838.000000 Penalty: 5847.973145
	Iteration 33Q: 3 clusters Score -1.496084e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125041 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -14961127.000000 Penalty: 5847.973145
	Iteration 34Q: 3 clusters Score -1.496113e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125418 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -14961356.000000 Penalty: 5847.973145
	Iteration 35Q: 3 clusters Score -1.496136e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125731 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -14961479.000000 Penalty: 5847.973145
	Iteration 36Q: 3 clusters Score -1.496148e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125968 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -14961569.000000 Penalty: 5847.973145
	Iteration 37Q: 3 clusters Score -1.496157e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126146 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -14961564.000000 Penalty: 5847.973145
	Iteration 38Q: 3 clusters Score -1.496156e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126302 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -14961599.000000 Penalty: 5847.973145
	Iteration 39Q: 3 clusters Score -1.49616e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126428 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -14961671.000000 Penalty: 5847.973145
	Iteration 40F: 3 clusters Score -1.496167e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126479 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -14961697.000000 Penalty: 5847.973145
	Iteration 41Q: 3 clusters Score -1.49617e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126539 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -14961749.000000 Penalty: 5847.973145
	Iteration 42Q: 3 clusters Score -1.496175e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126578 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -14961774.000000 Penalty: 5847.973145
	Iteration 43Q: 3 clusters Score -1.496177e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126605 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -14961764.000000 Penalty: 5847.973145
	Iteration 44Q: 3 clusters Score -1.496176e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126630 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -14961749.000000 Penalty: 5847.973145
	Iteration 45Q: 3 clusters Score -1.496175e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126644 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -14961752.000000 Penalty: 5847.973145
	Iteration 46Q: 3 clusters Score -1.496175e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126665 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -14961766.000000 Penalty: 5847.973145
	Iteration 47Q: 3 clusters Score -1.496177e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126686 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -14961762.000000 Penalty: 5847.973145
	Iteration 48Q: 3 clusters Score -1.496176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126700 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -14961768.000000 Penalty: 5847.973145
	Iteration 49Q: 3 clusters Score -1.496177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126703 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -14961769.000000 Penalty: 5847.973145
	Iteration 50Q: 3 clusters Score -1.496177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126711 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -14961766.000000 Penalty: 5847.973145
	Iteration 51Q: 3 clusters Score -1.496177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126714 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -14961762.000000 Penalty: 5847.973145
	Iteration 52Q: 3 clusters Score -1.496176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126715 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -14961785.000000 Penalty: 5847.973145
	Iteration 53Q: 3 clusters Score -1.496178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126718 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -14961765.000000 Penalty: 5847.973145
	Iteration 54Q: 3 clusters Score -1.496176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126725 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -14961764.000000 Penalty: 5847.973145
	Iteration 55Q: 3 clusters Score -1.496176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126730 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -14961756.000000 Penalty: 5847.973145
	Iteration 56Q: 3 clusters Score -1.496176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126736 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -14961764.000000 Penalty: 5847.973145
	Iteration 57Q: 3 clusters Score -1.496176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126739 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -14961770.000000 Penalty: 5847.973145
	Iteration 58Q: 3 clusters Score -1.496177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126741 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -14961771.000000 Penalty: 5847.973145
	Iteration 59Q: 3 clusters Score -1.496177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126740 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -14961774.000000 Penalty: 5847.973145
	Iteration 60F: 3 clusters Score -1.496177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126740 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -14961766.000000 Penalty: 5847.973145
	Iteration 61Q: 3 clusters Score -1.496177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126739 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -14961767.000000 Penalty: 5847.973145
	Iteration 62Q: 3 clusters Score -1.496177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126738 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -14961768.000000 Penalty: 5847.973145
	Iteration 63Q: 3 clusters Score -1.496177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126738 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -14961768.000000 Penalty: 5847.973145
	Iteration 64F: 3 clusters Score -1.496177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4566 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41863 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17138 members 
Mstep: Class 8 contains 17009 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6655 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16277 members 
Mstep: Class 13 contains 668 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 318644 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 46553 members 
Mstep: Class 19 contains 20065 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 126738 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
Score: -70761456.000000 Penalty: 72880.484375
Splitting cluster 21 changes total score from -70762088.000000 to -70761456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -125054.445312 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -125054.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -123038.937500 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -123038.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -123306.351562 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -123306.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -123397.390625 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -123397.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -123438.562500 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -123438.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -123456.109375 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -123456.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123462.195312 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -123462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -123468.523438 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -123468.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -123475.500000 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -123475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -123479.812500 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -123479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123481.085938 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -123481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -123484.328125 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -123484.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123485.476562 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -123485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -123486.265625 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -123486.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -123489.093750 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -123489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -123491.453125 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -123491.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -123491.453125 Penalty: 3483.342529
	Iteration 15F: 3 clusters Score -123491.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4566 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41863 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17138 members 
Mstep: Class 8 contains 17009 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6655 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16277 members 
Mstep: Class 13 contains 668 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 318644 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 46553 members 
Mstep: Class 19 contains 20065 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 131962 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761880.000000 Penalty: 69567.734375
Iteration 159Q: 22 clusters Score -7.076188e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4565 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41870 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17142 members 
Mstep: Class 8 contains 17015 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6676 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16274 members 
Mstep: Class 13 contains 668 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 15 contains 318794 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 18 contains 46542 members 
Mstep: Class 19 contains 20078 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 131773 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761896.000000 Penalty: 69567.734375
Iteration 160F: 22 clusters Score -7.07619e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4564 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41874 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17142 members 
Mstep: Class 8 contains 17018 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6695 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16274 members 
Mstep: Class 13 contains 668 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 15 contains 318928 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 46529 members 
Mstep: Class 19 contains 20089 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 131604 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761720.000000 Penalty: 69567.734375
Iteration 161Q: 22 clusters Score -7.076172e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4563 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41876 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17134 members 
Mstep: Class 8 contains 17009 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6707 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16275 members 
Mstep: Class 13 contains 668 members 
Mstep: Class 14 contains 2996 members 
Mstep: Class 15 contains 319074 members 
Mstep: Class 17 contains 2589 members 
Mstep: Class 18 contains 46524 members 
Mstep: Class 19 contains 20104 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 131435 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761712.000000 Penalty: 69567.734375
Iteration 162Q: 22 clusters Score -7.076171e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4562 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41881 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17137 members 
Mstep: Class 8 contains 17004 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6719 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16278 members 
Mstep: Class 13 contains 669 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 319168 members 
Mstep: Class 17 contains 2596 members 
Mstep: Class 18 contains 46516 members 
Mstep: Class 19 contains 20117 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 131312 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761592.000000 Penalty: 69567.734375
Iteration 163Q: 22 clusters Score -7.076159e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41884 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17143 members 
Mstep: Class 8 contains 17000 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6727 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16285 members 
Mstep: Class 13 contains 670 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 319257 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 46509 members 
Mstep: Class 19 contains 20122 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 131199 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70761528.000000 Penalty: 69567.734375
Iteration 164Q: 22 clusters Score -7.076153e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4559 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41882 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17142 members 
Mstep: Class 8 contains 16992 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6748 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16285 members 
Mstep: Class 13 contains 670 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 319349 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 46502 members 
Mstep: Class 19 contains 20125 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 131098 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 22 clusters Score -7.076158e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4556 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41883 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17146 members 
Mstep: Class 8 contains 16986 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6764 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16281 members 
Mstep: Class 13 contains 670 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 319426 members 
Mstep: Class 17 contains 2608 members 
Mstep: Class 18 contains 46504 members 
Mstep: Class 19 contains 20132 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 131003 members 
Mstep: Class 22 contains 1122 members 
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Iteration 166Q: 22 clusters Score -7.076159e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4555 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41881 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17143 members 
Mstep: Class 8 contains 16982 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6788 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16280 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 319494 members 
Mstep: Class 17 contains 2610 members 
Mstep: Class 18 contains 46508 members 
Mstep: Class 19 contains 20131 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130916 members 
Mstep: Class 22 contains 1122 members 
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Iteration 167Q: 22 clusters Score -7.076158e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4555 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41874 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17141 members 
Mstep: Class 8 contains 16986 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6801 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16279 members 
Mstep: Class 13 contains 673 members 
Mstep: Class 14 contains 2997 members 
Mstep: Class 15 contains 319564 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 46507 members 
Mstep: Class 19 contains 20131 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130828 members 
Mstep: Class 22 contains 1122 members 
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Iteration 168Q: 22 clusters Score -7.076165e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4555 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41871 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17134 members 
Mstep: Class 8 contains 16982 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6817 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16276 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 2998 members 
Mstep: Class 15 contains 319637 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 46499 members 
Mstep: Class 19 contains 20127 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130764 members 
Mstep: Class 22 contains 1122 members 
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Iteration 169Q: 22 clusters Score -7.076152e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4555 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41871 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17132 members 
Mstep: Class 8 contains 16982 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6827 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16277 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3000 members 
Mstep: Class 15 contains 319695 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 46498 members 
Mstep: Class 19 contains 20129 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130693 members 
Mstep: Class 22 contains 1123 members 
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Iteration 170Q: 22 clusters Score -7.076155e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4555 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41873 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17131 members 
Mstep: Class 8 contains 16982 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6838 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16276 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 319757 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 46492 members 
Mstep: Class 19 contains 20130 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130624 members 
Mstep: Class 22 contains 1122 members 
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Iteration 171Q: 22 clusters Score -7.076139e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41874 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17128 members 
Mstep: Class 8 contains 16980 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6850 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16276 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 319810 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 46490 members 
Mstep: Class 19 contains 20135 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130560 members 
Mstep: Class 22 contains 1122 members 
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Iteration 172Q: 22 clusters Score -7.076127e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41876 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17125 members 
Mstep: Class 8 contains 16979 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6858 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16275 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3001 members 
Mstep: Class 15 contains 319859 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 46489 members 
Mstep: Class 19 contains 20139 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130500 members 
Mstep: Class 22 contains 1122 members 
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Iteration 173Q: 22 clusters Score -7.076122e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41874 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17123 members 
Mstep: Class 8 contains 16975 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6876 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16274 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3001 members 
Mstep: Class 15 contains 319901 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 46484 members 
Mstep: Class 19 contains 20134 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130451 members 
Mstep: Class 22 contains 1123 members 
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Iteration 174Q: 22 clusters Score -7.076114e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41872 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17128 members 
Mstep: Class 8 contains 16976 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6884 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16274 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3000 members 
Mstep: Class 15 contains 319931 members 
Mstep: Class 17 contains 2637 members 
Mstep: Class 18 contains 46478 members 
Mstep: Class 19 contains 20130 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130414 members 
Mstep: Class 22 contains 1123 members 
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Iteration 175Q: 22 clusters Score -7.076116e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41871 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17127 members 
Mstep: Class 8 contains 16974 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16276 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 319966 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 46479 members 
Mstep: Class 19 contains 20131 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130357 members 
Mstep: Class 22 contains 1123 members 
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Iteration 176Q: 22 clusters Score -7.076118e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41866 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17128 members 
Mstep: Class 8 contains 16970 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6921 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16275 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3008 members 
Mstep: Class 15 contains 319997 members 
Mstep: Class 17 contains 2648 members 
Mstep: Class 18 contains 46478 members 
Mstep: Class 19 contains 20130 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130303 members 
Mstep: Class 22 contains 1123 members 
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Iteration 177Q: 22 clusters Score -7.076122e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41866 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17135 members 
Mstep: Class 8 contains 16965 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6944 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16273 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3009 members 
Mstep: Class 15 contains 320022 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 46473 members 
Mstep: Class 19 contains 20129 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130257 members 
Mstep: Class 22 contains 1123 members 
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Iteration 178Q: 22 clusters Score -7.076114e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41865 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17136 members 
Mstep: Class 8 contains 16961 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6959 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16274 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3013 members 
Mstep: Class 15 contains 320064 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 46472 members 
Mstep: Class 19 contains 20128 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130200 members 
Mstep: Class 22 contains 1123 members 
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Iteration 179Q: 22 clusters Score -7.076106e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41864 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17140 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16276 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3017 members 
Mstep: Class 15 contains 320100 members 
Mstep: Class 17 contains 2654 members 
Mstep: Class 18 contains 46457 members 
Mstep: Class 19 contains 20127 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130166 members 
Mstep: Class 22 contains 1123 members 
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Iteration 180F: 22 clusters Score -7.076103e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41866 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17140 members 
Mstep: Class 8 contains 16946 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6984 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16277 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3019 members 
Mstep: Class 15 contains 320113 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 46449 members 
Mstep: Class 19 contains 20124 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130149 members 
Mstep: Class 22 contains 1124 members 
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Iteration 181Q: 22 clusters Score -7.076096e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41868 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17141 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 6997 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16278 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3019 members 
Mstep: Class 15 contains 320129 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 46430 members 
Mstep: Class 19 contains 20126 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130133 members 
Mstep: Class 22 contains 1124 members 
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Iteration 182Q: 22 clusters Score -7.076092e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41868 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17140 members 
Mstep: Class 8 contains 16946 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16279 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3019 members 
Mstep: Class 15 contains 320150 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 46415 members 
Mstep: Class 19 contains 20132 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130105 members 
Mstep: Class 22 contains 1124 members 
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Iteration 183Q: 22 clusters Score -7.076099e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41868 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17141 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7027 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16280 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3019 members 
Mstep: Class 15 contains 320174 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 46409 members 
Mstep: Class 19 contains 20136 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130071 members 
Mstep: Class 22 contains 1124 members 
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Iteration 184Q: 22 clusters Score -7.076098e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41864 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17144 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7038 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16281 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3019 members 
Mstep: Class 15 contains 320195 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 46408 members 
Mstep: Class 19 contains 20143 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 130033 members 
Mstep: Class 22 contains 1124 members 
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Iteration 185Q: 22 clusters Score -7.076102e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41861 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17146 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7052 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16281 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3019 members 
Mstep: Class 15 contains 320214 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 46407 members 
Mstep: Class 19 contains 20145 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129998 members 
Mstep: Class 22 contains 1124 members 
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Iteration 186Q: 22 clusters Score -7.076104e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41859 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17150 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16281 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3020 members 
Mstep: Class 15 contains 320232 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 46409 members 
Mstep: Class 19 contains 20146 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129968 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
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Iteration 187Q: 22 clusters Score -7.076104e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41855 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17151 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16280 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3020 members 
Mstep: Class 15 contains 320268 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46408 members 
Mstep: Class 19 contains 20148 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129929 members 
Mstep: Class 22 contains 1124 members 
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Iteration 188Q: 22 clusters Score -7.076098e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4552 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41855 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17151 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7068 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16277 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3021 members 
Mstep: Class 15 contains 320299 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46407 members 
Mstep: Class 19 contains 20149 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129897 members 
Mstep: Class 22 contains 1124 members 
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Iteration 189Q: 22 clusters Score -7.076094e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4549 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41857 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17153 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7074 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16276 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3023 members 
Mstep: Class 15 contains 320324 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 46403 members 
Mstep: Class 19 contains 20148 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129867 members 
Mstep: Class 22 contains 1124 members 
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Iteration 190Q: 22 clusters Score -7.076096e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4546 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41861 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17154 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7077 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16275 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3023 members 
Mstep: Class 15 contains 320346 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46399 members 
Mstep: Class 19 contains 20148 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129844 members 
Mstep: Class 22 contains 1124 members 
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Iteration 191Q: 22 clusters Score -7.076095e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4545 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41861 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17155 members 
Mstep: Class 8 contains 16946 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7078 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16278 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3023 members 
Mstep: Class 15 contains 320357 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46400 members 
Mstep: Class 19 contains 20149 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129826 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760912.000000 Penalty: 69567.734375
Iteration 192Q: 22 clusters Score -7.076091e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4544 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41861 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17155 members 
Mstep: Class 8 contains 16946 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7079 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16284 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3023 members 
Mstep: Class 15 contains 320376 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46401 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129799 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760872.000000 Penalty: 69567.734375
Iteration 193Q: 22 clusters Score -7.076087e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41858 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17154 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7081 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16287 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3024 members 
Mstep: Class 15 contains 320401 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46396 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129778 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760920.000000 Penalty: 69567.734375
Iteration 194Q: 22 clusters Score -7.076092e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41855 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17154 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7083 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16286 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3025 members 
Mstep: Class 15 contains 320433 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46394 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129750 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760960.000000 Penalty: 69567.734375
Iteration 195Q: 22 clusters Score -7.076096e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41850 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17155 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7083 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16287 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3026 members 
Mstep: Class 15 contains 320455 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46393 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129731 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760936.000000 Penalty: 69567.734375
Iteration 196Q: 22 clusters Score -7.076094e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41847 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17155 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7085 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3026 members 
Mstep: Class 15 contains 320477 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46392 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129709 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760984.000000 Penalty: 69567.734375
Iteration 197Q: 22 clusters Score -7.076098e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4542 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41846 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17155 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7086 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16291 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3025 members 
Mstep: Class 15 contains 320487 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46393 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129700 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760960.000000 Penalty: 69567.734375
Iteration 198Q: 22 clusters Score -7.076096e+07 nChanged 34
Entering ConstructFrom: 
Score: -70760960.000000 Penalty: 69567.734375
Entering ConstructFrom: 
Trying to split cluster 1 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -52398.050781 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -52398.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50844.617188 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -50844.62 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51039.578125 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -51039.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51110.808594 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -51110.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51141.851562 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -51141.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51150.917969 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -51150.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51158.667969 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -51158.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51164.054688 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -51164.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51171.878906 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -51171.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51178.289062 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -51178.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51189.960938 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -51189.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51191.300781 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -51191.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51191.300781 Penalty: 3121.535889
	Iteration 11F: 3 clusters Score -51191.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Entering Unmasked Estep 
Score: -497003.625000 Penalty: 2088.383789
	Iteration 0F: 2 clusters Score -497003.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -492816.468750 Penalty: 4176.767578
	Iteration 0F: 3 clusters Score -492816.5 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -493982.812500 Penalty: 4176.767578
	Iteration 1F: 3 clusters Score -493982.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -494372.406250 Penalty: 4176.767578
	Iteration 2F: 3 clusters Score -494372.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -494692.687500 Penalty: 4176.767578
	Iteration 3F: 3 clusters Score -494692.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -494953.625000 Penalty: 4176.767578
	Iteration 4F: 3 clusters Score -494953.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -495124.750000 Penalty: 4176.767578
	Iteration 5F: 3 clusters Score -495124.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -495254.562500 Penalty: 4176.767578
	Iteration 6Q: 3 clusters Score -495254.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -495343.593750 Penalty: 4176.767578
	Iteration 7Q: 3 clusters Score -495343.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -495423.593750 Penalty: 4176.767578
	Iteration 8Q: 3 clusters Score -495423.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -495481.125000 Penalty: 4176.767578
	Iteration 9Q: 3 clusters Score -495481.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -495531.125000 Penalty: 4176.767578
	Iteration 10Q: 3 clusters Score -495531.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -495574.031250 Penalty: 4176.767578
	Iteration 11Q: 3 clusters Score -495574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -495608.687500 Penalty: 4176.767578
	Iteration 12Q: 3 clusters Score -495608.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -495630.343750 Penalty: 4176.767578
	Iteration 13Q: 3 clusters Score -495630.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -495648.312500 Penalty: 4176.767578
	Iteration 14Q: 3 clusters Score -495648.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -495662.656250 Penalty: 4176.767578
	Iteration 15Q: 3 clusters Score -495662.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -495674.562500 Penalty: 4176.767578
	Iteration 16Q: 3 clusters Score -495674.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -495686.812500 Penalty: 4176.767578
	Iteration 17Q: 3 clusters Score -495686.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -495690.468750 Penalty: 4176.767578
	Iteration 18Q: 3 clusters Score -495690.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -495694.781250 Penalty: 4176.767578
	Iteration 19Q: 3 clusters Score -495694.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -495699.625000 Penalty: 4176.767578
	Iteration 20F: 3 clusters Score -495699.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -495702.593750 Penalty: 4176.767578
	Iteration 21Q: 3 clusters Score -495702.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -495705.968750 Penalty: 4176.767578
	Iteration 22Q: 3 clusters Score -495706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -495709.343750 Penalty: 4176.767578
	Iteration 23Q: 3 clusters Score -495709.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -495713.718750 Penalty: 4176.767578
	Iteration 24Q: 3 clusters Score -495713.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -495718.250000 Penalty: 4176.767578
	Iteration 25Q: 3 clusters Score -495718.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -495719.312500 Penalty: 4176.767578
	Iteration 26Q: 3 clusters Score -495719.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -495722.125000 Penalty: 4176.767578
	Iteration 27Q: 3 clusters Score -495722.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -495728.281250 Penalty: 4176.767578
	Iteration 28Q: 3 clusters Score -495728.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -495730.406250 Penalty: 4176.767578
	Iteration 29Q: 3 clusters Score -495730.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -495732.562500 Penalty: 4176.767578
	Iteration 30Q: 3 clusters Score -495732.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -495732.562500 Penalty: 4176.767578
	Iteration 31F: 3 clusters Score -495732.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -57416.816406 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -57416.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55807.625000 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -55807.62 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55982.144531 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -55982.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56056.503906 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -56056.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56092.570312 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -56092.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56108.718750 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -56108.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56138.957031 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -56138.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56154.445312 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -56154.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56177.042969 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -56177.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56196.480469 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -56196.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56219.859375 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -56219.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56230.859375 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -56230.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56239.046875 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -56239.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56259.996094 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -56260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56271.820312 Penalty: 3163.699219
	Iteration 13Q: 3 clusters Score -56271.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56277.843750 Penalty: 3163.699219
	Iteration 14Q: 3 clusters Score -56277.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56288.152344 Penalty: 3163.699219
	Iteration 15Q: 3 clusters Score -56288.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56290.328125 Penalty: 3163.699219
	Iteration 16Q: 3 clusters Score -56290.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56294.582031 Penalty: 3163.699219
	Iteration 17Q: 3 clusters Score -56294.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56296.996094 Penalty: 3163.699219
	Iteration 18Q: 3 clusters Score -56297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56296.996094 Penalty: 3163.699219
	Iteration 19F: 3 clusters Score -56297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Entering Unmasked Estep 
Score: -4676360.000000 Penalty: 2639.172119
	Iteration 0F: 2 clusters Score -4676360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -4648090.000000 Penalty: 5278.344238
	Iteration 0F: 3 clusters Score -4648090 nChanged 19070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -4658494.500000 Penalty: 5278.344238
	Iteration 1F: 3 clusters Score -4658494 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4659012.000000 Penalty: 5278.344238
	Iteration 2Q: 3 clusters Score -4659012 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -4659561.500000 Penalty: 5278.344238
	Iteration 3Q: 3 clusters Score -4659562 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4660197.500000 Penalty: 5278.344238
	Iteration 4Q: 3 clusters Score -4660198 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4661023.500000 Penalty: 5278.344238
	Iteration 5Q: 3 clusters Score -4661024 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -4662192.000000 Penalty: 5278.344238
	Iteration 6Q: 3 clusters Score -4662192 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -4663786.000000 Penalty: 5278.344238
	Iteration 7F: 3 clusters Score -4663786 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -4665721.500000 Penalty: 5278.344238
	Iteration 8F: 3 clusters Score -4665722 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -4667772.500000 Penalty: 5278.344238
	Iteration 9F: 3 clusters Score -4667772 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -4669657.500000 Penalty: 5278.344238
	Iteration 10F: 3 clusters Score -4669658 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4671105.500000 Penalty: 5278.344238
	Iteration 11Q: 3 clusters Score -4671106 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -4672134.500000 Penalty: 5278.344238
	Iteration 12Q: 3 clusters Score -4672134 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4672795.500000 Penalty: 5278.344238
	Iteration 13Q: 3 clusters Score -4672796 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4673212.500000 Penalty: 5278.344238
	Iteration 14Q: 3 clusters Score -4673212 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4673486.000000 Penalty: 5278.344238
	Iteration 15Q: 3 clusters Score -4673486 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4673655.000000 Penalty: 5278.344238
	Iteration 16Q: 3 clusters Score -4673655 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4673770.500000 Penalty: 5278.344238
	Iteration 17Q: 3 clusters Score -4673770 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4673870.500000 Penalty: 5278.344238
	Iteration 18Q: 3 clusters Score -4673870 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4673953.500000 Penalty: 5278.344238
	Iteration 19Q: 3 clusters Score -4673954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4674007.000000 Penalty: 5278.344238
	Iteration 20F: 3 clusters Score -4674007 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4674045.000000 Penalty: 5278.344238
	Iteration 21Q: 3 clusters Score -4674045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4674082.000000 Penalty: 5278.344238
	Iteration 22Q: 3 clusters Score -4674082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4674097.500000 Penalty: 5278.344238
	Iteration 23Q: 3 clusters Score -4674098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4674121.000000 Penalty: 5278.344238
	Iteration 24Q: 3 clusters Score -4674121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4674132.500000 Penalty: 5278.344238
	Iteration 25Q: 3 clusters Score -4674132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4674144.000000 Penalty: 5278.344238
	Iteration 26Q: 3 clusters Score -4674144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4674150.500000 Penalty: 5278.344238
	Iteration 27Q: 3 clusters Score -4674150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4674164.000000 Penalty: 5278.344238
	Iteration 28Q: 3 clusters Score -4674164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4674170.000000 Penalty: 5278.344238
	Iteration 29Q: 3 clusters Score -4674170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4674183.000000 Penalty: 5278.344238
	Iteration 30Q: 3 clusters Score -4674183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4674194.000000 Penalty: 5278.344238
	Iteration 31Q: 3 clusters Score -4674194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4674198.000000 Penalty: 5278.344238
	Iteration 32Q: 3 clusters Score -4674198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4674212.500000 Penalty: 5278.344238
	Iteration 33Q: 3 clusters Score -4674212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4674212.000000 Penalty: 5278.344238
	Iteration 34Q: 3 clusters Score -4674212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4674214.000000 Penalty: 5278.344238
	Iteration 35Q: 3 clusters Score -4674214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4674221.000000 Penalty: 5278.344238
	Iteration 36Q: 3 clusters Score -4674221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4674222.000000 Penalty: 5278.344238
	Iteration 37Q: 3 clusters Score -4674222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4674222.000000 Penalty: 5278.344238
	Iteration 38Q: 3 clusters Score -4674222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4674224.000000 Penalty: 5278.344238
	Iteration 39Q: 3 clusters Score -4674224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4674225.000000 Penalty: 5278.344238
	Iteration 40F: 3 clusters Score -4674225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4674227.000000 Penalty: 5278.344238
	Iteration 41Q: 3 clusters Score -4674227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4674227.500000 Penalty: 5278.344238
	Iteration 42Q: 3 clusters Score -4674228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4674228.000000 Penalty: 5278.344238
	Iteration 43Q: 3 clusters Score -4674228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4674228.500000 Penalty: 5278.344238
	Iteration 44Q: 3 clusters Score -4674228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4674225.000000 Penalty: 5278.344238
	Iteration 45Q: 3 clusters Score -4674225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4674229.000000 Penalty: 5278.344238
	Iteration 46Q: 3 clusters Score -4674229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4674231.000000 Penalty: 5278.344238
	Iteration 47Q: 3 clusters Score -4674231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4674232.500000 Penalty: 5278.344238
	Iteration 48Q: 3 clusters Score -4674232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4674233.500000 Penalty: 5278.344238
	Iteration 49Q: 3 clusters Score -4674234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4674235.000000 Penalty: 5278.344238
	Iteration 50Q: 3 clusters Score -4674235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4674234.000000 Penalty: 5278.344238
	Iteration 51Q: 3 clusters Score -4674234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4674238.000000 Penalty: 5278.344238
	Iteration 52Q: 3 clusters Score -4674238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4674239.500000 Penalty: 5278.344238
	Iteration 53Q: 3 clusters Score -4674240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4674240.000000 Penalty: 5278.344238
	Iteration 54Q: 3 clusters Score -4674240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4674240.000000 Penalty: 5278.344238
	Iteration 55F: 3 clusters Score -4674240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -96371.867188 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -96371.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94544.687500 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -94544.69 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94820.148438 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -94820.15 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94916.085938 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -94916.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94986.515625 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -94986.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95037.593750 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -95037.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95082.210938 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -95082.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95135.968750 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -95135.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -95165.789062 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -95165.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -95180.554688 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -95180.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95189.312500 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -95189.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -95197.328125 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -95197.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -95208.531250 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -95208.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -95228.164062 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -95228.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -95235.109375 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -95235.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -95237.742188 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -95237.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -95239.351562 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -95239.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -95244.414062 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -95244.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -95249.648438 Penalty: 3356.602051
	Iteration 17Q: 3 clusters Score -95249.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -95254.007812 Penalty: 3356.602051
	Iteration 18Q: 3 clusters Score -95254.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -95258.656250 Penalty: 3356.602051
	Iteration 19Q: 3 clusters Score -95258.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -95265.945312 Penalty: 3356.602051
	Iteration 20F: 3 clusters Score -95265.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -95270.718750 Penalty: 3356.602051
	Iteration 21Q: 3 clusters Score -95270.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -95282.382812 Penalty: 3356.602051
	Iteration 22Q: 3 clusters Score -95282.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -95287.515625 Penalty: 3356.602051
	Iteration 23Q: 3 clusters Score -95287.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -95290.312500 Penalty: 3356.602051
	Iteration 24Q: 3 clusters Score -95290.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -95293.835938 Penalty: 3356.602051
	Iteration 25Q: 3 clusters Score -95293.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -95294.695312 Penalty: 3356.602051
	Iteration 26Q: 3 clusters Score -95294.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -95294.695312 Penalty: 3356.602051
	Iteration 27F: 3 clusters Score -95294.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -86762.984375 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -86762.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85027.859375 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -85027.86 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85253.476562 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -85253.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85329.687500 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -85329.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85392.007812 Penalty: 3296.609619
	Iteration 3Q: 3 clusters Score -85392.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85434.234375 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -85434.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85448.359375 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -85448.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85457.726562 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -85457.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85464.781250 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -85464.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85470.125000 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -85470.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85472.054688 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -85472.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -85473.859375 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -85473.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85477.664062 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -85477.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85481.539062 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -85481.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85485.695312 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -85485.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85486.812500 Penalty: 3296.609619
	Iteration 14Q: 3 clusters Score -85486.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85486.812500 Penalty: 3296.609619
	Iteration 15F: 3 clusters Score -85486.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Entering Unmasked Estep 
Score: -1986971.000000 Penalty: 2418.011230
	Iteration 0F: 2 clusters Score -1986971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1974594.125000 Penalty: 4836.022461
	Iteration 0F: 3 clusters Score -1974594 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1978534.500000 Penalty: 4836.022461
	Iteration 1F: 3 clusters Score -1978534 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1978872.000000 Penalty: 4836.022461
	Iteration 2F: 3 clusters Score -1978872 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1979140.250000 Penalty: 4836.022461
	Iteration 3Q: 3 clusters Score -1979140 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1979385.250000 Penalty: 4836.022461
	Iteration 4Q: 3 clusters Score -1979385 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1979680.375000 Penalty: 4836.022461
	Iteration 5Q: 3 clusters Score -1979680 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1980066.125000 Penalty: 4836.022461
	Iteration 6Q: 3 clusters Score -1980066 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1980563.250000 Penalty: 4836.022461
	Iteration 7F: 3 clusters Score -1980563 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1981227.375000 Penalty: 4836.022461
	Iteration 8F: 3 clusters Score -1981227 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1982014.375000 Penalty: 4836.022461
	Iteration 9F: 3 clusters Score -1982014 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1982821.500000 Penalty: 4836.022461
	Iteration 10F: 3 clusters Score -1982822 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1983602.500000 Penalty: 4836.022461
	Iteration 11F: 3 clusters Score -1983602 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1984178.875000 Penalty: 4836.022461
	Iteration 12Q: 3 clusters Score -1984179 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1984570.000000 Penalty: 4836.022461
	Iteration 13Q: 3 clusters Score -1984570 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1984826.625000 Penalty: 4836.022461
	Iteration 14Q: 3 clusters Score -1984827 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1985004.625000 Penalty: 4836.022461
	Iteration 15Q: 3 clusters Score -1985005 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1985080.625000 Penalty: 4836.022461
	Iteration 16Q: 3 clusters Score -1985081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1985121.000000 Penalty: 4836.022461
	Iteration 17Q: 3 clusters Score -1985121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1985150.250000 Penalty: 4836.022461
	Iteration 18Q: 3 clusters Score -1985150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1985171.875000 Penalty: 4836.022461
	Iteration 19Q: 3 clusters Score -1985172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1985180.625000 Penalty: 4836.022461
	Iteration 20F: 3 clusters Score -1985181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1985187.375000 Penalty: 4836.022461
	Iteration 21Q: 3 clusters Score -1985187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1985194.000000 Penalty: 4836.022461
	Iteration 22Q: 3 clusters Score -1985194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1985194.750000 Penalty: 4836.022461
	Iteration 23Q: 3 clusters Score -1985195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1985197.500000 Penalty: 4836.022461
	Iteration 24Q: 3 clusters Score -1985198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1985195.000000 Penalty: 4836.022461
	Iteration 25Q: 3 clusters Score -1985195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1985195.000000 Penalty: 4836.022461
	Iteration 26F: 3 clusters Score -1985195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Entering Unmasked Estep 
Score: -1964503.125000 Penalty: 2414.883545
	Iteration 0F: 2 clusters Score -1964503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1952414.875000 Penalty: 4829.767090
	Iteration 0F: 3 clusters Score -1952415 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1956448.000000 Penalty: 4829.767090
	Iteration 1F: 3 clusters Score -1956448 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1956826.625000 Penalty: 4829.767090
	Iteration 2F: 3 clusters Score -1956827 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1957147.250000 Penalty: 4829.767090
	Iteration 3Q: 3 clusters Score -1957147 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1957451.250000 Penalty: 4829.767090
	Iteration 4Q: 3 clusters Score -1957451 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1957714.500000 Penalty: 4829.767090
	Iteration 5Q: 3 clusters Score -1957714 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1957987.000000 Penalty: 4829.767090
	Iteration 6Q: 3 clusters Score -1957987 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1958258.125000 Penalty: 4829.767090
	Iteration 7Q: 3 clusters Score -1958258 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1958585.250000 Penalty: 4829.767090
	Iteration 8Q: 3 clusters Score -1958585 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1959015.500000 Penalty: 4829.767090
	Iteration 9Q: 3 clusters Score -1959016 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1959571.125000 Penalty: 4829.767090
	Iteration 10Q: 3 clusters Score -1959571 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1960258.500000 Penalty: 4829.767090
	Iteration 11F: 3 clusters Score -1960258 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1960914.500000 Penalty: 4829.767090
	Iteration 12F: 3 clusters Score -1960914 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1961372.750000 Penalty: 4829.767090
	Iteration 13Q: 3 clusters Score -1961373 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1961656.750000 Penalty: 4829.767090
	Iteration 14Q: 3 clusters Score -1961657 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1961810.875000 Penalty: 4829.767090
	Iteration 15Q: 3 clusters Score -1961811 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1961913.625000 Penalty: 4829.767090
	Iteration 16Q: 3 clusters Score -1961914 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1961993.000000 Penalty: 4829.767090
	Iteration 17Q: 3 clusters Score -1961993 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1962064.375000 Penalty: 4829.767090
	Iteration 18Q: 3 clusters Score -1962064 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1962124.750000 Penalty: 4829.767090
	Iteration 19Q: 3 clusters Score -1962125 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1962182.375000 Penalty: 4829.767090
	Iteration 20F: 3 clusters Score -1962182 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1962228.375000 Penalty: 4829.767090
	Iteration 21Q: 3 clusters Score -1962228 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1962272.125000 Penalty: 4829.767090
	Iteration 22Q: 3 clusters Score -1962272 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1962312.000000 Penalty: 4829.767090
	Iteration 23Q: 3 clusters Score -1962312 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1962336.750000 Penalty: 4829.767090
	Iteration 24Q: 3 clusters Score -1962337 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1962370.875000 Penalty: 4829.767090
	Iteration 25Q: 3 clusters Score -1962371 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1962398.875000 Penalty: 4829.767090
	Iteration 26Q: 3 clusters Score -1962399 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1962431.625000 Penalty: 4829.767090
	Iteration 27Q: 3 clusters Score -1962432 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1962464.000000 Penalty: 4829.767090
	Iteration 28Q: 3 clusters Score -1962464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1962493.375000 Penalty: 4829.767090
	Iteration 29Q: 3 clusters Score -1962493 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1962520.250000 Penalty: 4829.767090
	Iteration 30Q: 3 clusters Score -1962520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1962561.250000 Penalty: 4829.767090
	Iteration 31Q: 3 clusters Score -1962561 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1962589.000000 Penalty: 4829.767090
	Iteration 32Q: 3 clusters Score -1962589 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1962626.875000 Penalty: 4829.767090
	Iteration 33Q: 3 clusters Score -1962627 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1962659.875000 Penalty: 4829.767090
	Iteration 34Q: 3 clusters Score -1962660 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1962694.750000 Penalty: 4829.767090
	Iteration 35Q: 3 clusters Score -1962695 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1962715.375000 Penalty: 4829.767090
	Iteration 36Q: 3 clusters Score -1962715 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1962733.750000 Penalty: 4829.767090
	Iteration 37Q: 3 clusters Score -1962734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1962756.750000 Penalty: 4829.767090
	Iteration 38Q: 3 clusters Score -1962757 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1962771.875000 Penalty: 4829.767090
	Iteration 39Q: 3 clusters Score -1962772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1962797.750000 Penalty: 4829.767090
	Iteration 40F: 3 clusters Score -1962798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1962809.875000 Penalty: 4829.767090
	Iteration 41Q: 3 clusters Score -1962810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1962827.875000 Penalty: 4829.767090
	Iteration 42Q: 3 clusters Score -1962828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1962841.625000 Penalty: 4829.767090
	Iteration 43Q: 3 clusters Score -1962842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1962851.625000 Penalty: 4829.767090
	Iteration 44Q: 3 clusters Score -1962852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1962860.875000 Penalty: 4829.767090
	Iteration 45Q: 3 clusters Score -1962861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1962869.125000 Penalty: 4829.767090
	Iteration 46Q: 3 clusters Score -1962869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1962875.875000 Penalty: 4829.767090
	Iteration 47Q: 3 clusters Score -1962876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1962882.625000 Penalty: 4829.767090
	Iteration 48Q: 3 clusters Score -1962883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1962891.625000 Penalty: 4829.767090
	Iteration 49Q: 3 clusters Score -1962892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1962895.875000 Penalty: 4829.767090
	Iteration 50Q: 3 clusters Score -1962896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1962900.500000 Penalty: 4829.767090
	Iteration 51Q: 3 clusters Score -1962900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1962900.500000 Penalty: 4829.767090
	Iteration 52Q: 3 clusters Score -1962900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1962901.875000 Penalty: 4829.767090
	Iteration 53Q: 3 clusters Score -1962902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1962903.875000 Penalty: 4829.767090
	Iteration 54Q: 3 clusters Score -1962904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1962906.250000 Penalty: 4829.767090
	Iteration 55Q: 3 clusters Score -1962906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1962908.375000 Penalty: 4829.767090
	Iteration 56Q: 3 clusters Score -1962908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1962912.875000 Penalty: 4829.767090
	Iteration 57Q: 3 clusters Score -1962913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1962917.375000 Penalty: 4829.767090
	Iteration 58Q: 3 clusters Score -1962917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1962921.875000 Penalty: 4829.767090
	Iteration 59Q: 3 clusters Score -1962922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1962923.750000 Penalty: 4829.767090
	Iteration 60F: 3 clusters Score -1962924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1962928.625000 Penalty: 4829.767090
	Iteration 61Q: 3 clusters Score -1962929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1962933.375000 Penalty: 4829.767090
	Iteration 62Q: 3 clusters Score -1962933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1962936.375000 Penalty: 4829.767090
	Iteration 63Q: 3 clusters Score -1962936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1962934.000000 Penalty: 4829.767090
	Iteration 64Q: 3 clusters Score -1962934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1962935.875000 Penalty: 4829.767090
	Iteration 65Q: 3 clusters Score -1962936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1962937.500000 Penalty: 4829.767090
	Iteration 66Q: 3 clusters Score -1962938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1962938.500000 Penalty: 4829.767090
	Iteration 67Q: 3 clusters Score -1962938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1962936.625000 Penalty: 4829.767090
	Iteration 68Q: 3 clusters Score -1962937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1962940.500000 Penalty: 4829.767090
	Iteration 69Q: 3 clusters Score -1962940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1962945.375000 Penalty: 4829.767090
	Iteration 70Q: 3 clusters Score -1962945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1962945.125000 Penalty: 4829.767090
	Iteration 71Q: 3 clusters Score -1962945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1962946.625000 Penalty: 4829.767090
	Iteration 72Q: 3 clusters Score -1962947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1962944.250000 Penalty: 4829.767090
	Iteration 73Q: 3 clusters Score -1962944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1962948.750000 Penalty: 4829.767090
	Iteration 74Q: 3 clusters Score -1962949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1962950.375000 Penalty: 4829.767090
	Iteration 75Q: 3 clusters Score -1962950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1962951.375000 Penalty: 4829.767090
	Iteration 76Q: 3 clusters Score -1962951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1962952.500000 Penalty: 4829.767090
	Iteration 77Q: 3 clusters Score -1962952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1962951.125000 Penalty: 4829.767090
	Iteration 78Q: 3 clusters Score -1962951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1962953.000000 Penalty: 4829.767090
	Iteration 79Q: 3 clusters Score -1962953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1962954.625000 Penalty: 4829.767090
	Iteration 80F: 3 clusters Score -1962955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1962956.875000 Penalty: 4829.767090
	Iteration 81Q: 3 clusters Score -1962957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1962956.375000 Penalty: 4829.767090
	Iteration 82Q: 3 clusters Score -1962956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1962956.375000 Penalty: 4829.767090
	Iteration 83F: 3 clusters Score -1962956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -82036.070312 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -82036.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80271.390625 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -80271.39 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80603.500000 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -80603.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -80779.664062 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -80779.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -81008.078125 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -81008.08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -81369.085938 Penalty: 3336.211914
	Iteration 4F: 3 clusters Score -81369.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81585.375000 Penalty: 3336.211914
	Iteration 5F: 3 clusters Score -81585.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -81666.570312 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -81666.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -81713.320312 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -81713.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81746.187500 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -81746.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -81764.015625 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -81764.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -81773.406250 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -81773.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -81779.609375 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -81779.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -81784.093750 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -81784.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -81786.218750 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -81786.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -81790.296875 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -81790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -81796.500000 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -81796.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -81802.039062 Penalty: 3336.211914
	Iteration 16Q: 3 clusters Score -81802.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -81804.875000 Penalty: 3336.211914
	Iteration 17Q: 3 clusters Score -81804.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -81806.523438 Penalty: 3336.211914
	Iteration 18Q: 3 clusters Score -81806.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -81807.992188 Penalty: 3336.211914
	Iteration 19Q: 3 clusters Score -81807.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -81811.406250 Penalty: 3336.211914
	Iteration 20F: 3 clusters Score -81811.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -81815.289062 Penalty: 3336.211914
	Iteration 21Q: 3 clusters Score -81815.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -81820.156250 Penalty: 3336.211914
	Iteration 22Q: 3 clusters Score -81820.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -81829.234375 Penalty: 3336.211914
	Iteration 23Q: 3 clusters Score -81829.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81839.640625 Penalty: 3336.211914
	Iteration 24Q: 3 clusters Score -81839.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -81855.101562 Penalty: 3336.211914
	Iteration 25Q: 3 clusters Score -81855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -81863.710938 Penalty: 3336.211914
	Iteration 26Q: 3 clusters Score -81863.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -81882.093750 Penalty: 3336.211914
	Iteration 27Q: 3 clusters Score -81882.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -81883.648438 Penalty: 3336.211914
	Iteration 28Q: 3 clusters Score -81883.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -81883.648438 Penalty: 3336.211914
	Iteration 29F: 3 clusters Score -81883.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Entering Unmasked Estep 
Score: -819704.437500 Penalty: 2198.842285
	Iteration 0F: 2 clusters Score -819704.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -813864.437500 Penalty: 4397.684570
	Iteration 0F: 3 clusters Score -813864.4 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -815383.375000 Penalty: 4397.684570
	Iteration 1F: 3 clusters Score -815383.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -815632.250000 Penalty: 4397.684570
	Iteration 2F: 3 clusters Score -815632.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -815774.687500 Penalty: 4397.684570
	Iteration 3Q: 3 clusters Score -815774.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -815872.437500 Penalty: 4397.684570
	Iteration 4Q: 3 clusters Score -815872.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -815939.250000 Penalty: 4397.684570
	Iteration 5Q: 3 clusters Score -815939.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -816003.812500 Penalty: 4397.684570
	Iteration 6Q: 3 clusters Score -816003.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -816061.500000 Penalty: 4397.684570
	Iteration 7Q: 3 clusters Score -816061.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -816126.875000 Penalty: 4397.684570
	Iteration 8Q: 3 clusters Score -816126.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -816182.062500 Penalty: 4397.684570
	Iteration 9Q: 3 clusters Score -816182.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -816234.687500 Penalty: 4397.684570
	Iteration 10Q: 3 clusters Score -816234.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -816303.125000 Penalty: 4397.684570
	Iteration 11Q: 3 clusters Score -816303.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -816382.437500 Penalty: 4397.684570
	Iteration 12Q: 3 clusters Score -816382.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -816471.312500 Penalty: 4397.684570
	Iteration 13Q: 3 clusters Score -816471.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -816580.000000 Penalty: 4397.684570
	Iteration 14Q: 3 clusters Score -816580 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -816719.875000 Penalty: 4397.684570
	Iteration 15Q: 3 clusters Score -816719.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -816876.937500 Penalty: 4397.684570
	Iteration 16Q: 3 clusters Score -816876.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -817037.125000 Penalty: 4397.684570
	Iteration 17Q: 3 clusters Score -817037.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -817197.312500 Penalty: 4397.684570
	Iteration 18Q: 3 clusters Score -817197.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -817360.562500 Penalty: 4397.684570
	Iteration 19Q: 3 clusters Score -817360.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -817460.812500 Penalty: 4397.684570
	Iteration 20F: 3 clusters Score -817460.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -817527.812500 Penalty: 4397.684570
	Iteration 21Q: 3 clusters Score -817527.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -817583.312500 Penalty: 4397.684570
	Iteration 22Q: 3 clusters Score -817583.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -817636.187500 Penalty: 4397.684570
	Iteration 23Q: 3 clusters Score -817636.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -817682.125000 Penalty: 4397.684570
	Iteration 24Q: 3 clusters Score -817682.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -817713.937500 Penalty: 4397.684570
	Iteration 25Q: 3 clusters Score -817713.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -817732.687500 Penalty: 4397.684570
	Iteration 26Q: 3 clusters Score -817732.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -817747.062500 Penalty: 4397.684570
	Iteration 27Q: 3 clusters Score -817747.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -817763.312500 Penalty: 4397.684570
	Iteration 28Q: 3 clusters Score -817763.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -817780.000000 Penalty: 4397.684570
	Iteration 29Q: 3 clusters Score -817780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -817795.250000 Penalty: 4397.684570
	Iteration 30Q: 3 clusters Score -817795.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -817800.687500 Penalty: 4397.684570
	Iteration 31Q: 3 clusters Score -817800.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -817806.562500 Penalty: 4397.684570
	Iteration 32Q: 3 clusters Score -817806.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -817814.500000 Penalty: 4397.684570
	Iteration 33Q: 3 clusters Score -817814.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -817819.250000 Penalty: 4397.684570
	Iteration 34Q: 3 clusters Score -817819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -817823.500000 Penalty: 4397.684570
	Iteration 35Q: 3 clusters Score -817823.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -817829.625000 Penalty: 4397.684570
	Iteration 36Q: 3 clusters Score -817829.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -817833.875000 Penalty: 4397.684570
	Iteration 37Q: 3 clusters Score -817833.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -817840.875000 Penalty: 4397.684570
	Iteration 38Q: 3 clusters Score -817840.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -817846.812500 Penalty: 4397.684570
	Iteration 39Q: 3 clusters Score -817846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -817849.375000 Penalty: 4397.684570
	Iteration 40F: 3 clusters Score -817849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -817854.000000 Penalty: 4397.684570
	Iteration 41Q: 3 clusters Score -817854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -817855.687500 Penalty: 4397.684570
	Iteration 42Q: 3 clusters Score -817855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -817857.437500 Penalty: 4397.684570
	Iteration 43Q: 3 clusters Score -817857.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -817858.687500 Penalty: 4397.684570
	Iteration 44Q: 3 clusters Score -817858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -817859.312500 Penalty: 4397.684570
	Iteration 45Q: 3 clusters Score -817859.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -817859.312500 Penalty: 4397.684570
	Iteration 46F: 3 clusters Score -817859.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -33559.941406 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -33559.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32239.261719 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -32239.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32359.392578 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -32359.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32400.251953 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -32400.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32406.662109 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -32406.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32409.546875 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -32409.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32409.546875 Penalty: 2856.415283
	Iteration 5F: 3 clusters Score -32409.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Entering Unmasked Estep 
Score: -1888803.250000 Penalty: 2405.180176
	Iteration 0F: 2 clusters Score -1888803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1877106.625000 Penalty: 4810.360352
	Iteration 0F: 3 clusters Score -1877107 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1880745.000000 Penalty: 4810.360352
	Iteration 1F: 3 clusters Score -1880745 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1881083.000000 Penalty: 4810.360352
	Iteration 2F: 3 clusters Score -1881083 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1881325.000000 Penalty: 4810.360352
	Iteration 3Q: 3 clusters Score -1881325 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1881528.750000 Penalty: 4810.360352
	Iteration 4Q: 3 clusters Score -1881529 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1881746.500000 Penalty: 4810.360352
	Iteration 5Q: 3 clusters Score -1881746 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1881976.875000 Penalty: 4810.360352
	Iteration 6Q: 3 clusters Score -1881977 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1882273.000000 Penalty: 4810.360352
	Iteration 7Q: 3 clusters Score -1882273 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1882646.875000 Penalty: 4810.360352
	Iteration 8Q: 3 clusters Score -1882647 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1883091.750000 Penalty: 4810.360352
	Iteration 9Q: 3 clusters Score -1883092 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1883616.375000 Penalty: 4810.360352
	Iteration 10Q: 3 clusters Score -1883616 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1884190.875000 Penalty: 4810.360352
	Iteration 11Q: 3 clusters Score -1884191 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1884765.375000 Penalty: 4810.360352
	Iteration 12Q: 3 clusters Score -1884765 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1885249.750000 Penalty: 4810.360352
	Iteration 13Q: 3 clusters Score -1885250 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1885664.000000 Penalty: 4810.360352
	Iteration 14Q: 3 clusters Score -1885664 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1886002.125000 Penalty: 4810.360352
	Iteration 15Q: 3 clusters Score -1886002 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1886244.625000 Penalty: 4810.360352
	Iteration 16Q: 3 clusters Score -1886245 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1886393.000000 Penalty: 4810.360352
	Iteration 17Q: 3 clusters Score -1886393 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1886493.375000 Penalty: 4810.360352
	Iteration 18Q: 3 clusters Score -1886493 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1886558.875000 Penalty: 4810.360352
	Iteration 19Q: 3 clusters Score -1886559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1886623.875000 Penalty: 4810.360352
	Iteration 20F: 3 clusters Score -1886624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1886664.750000 Penalty: 4810.360352
	Iteration 21Q: 3 clusters Score -1886665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1886691.125000 Penalty: 4810.360352
	Iteration 22Q: 3 clusters Score -1886691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1886717.750000 Penalty: 4810.360352
	Iteration 23Q: 3 clusters Score -1886718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1886740.500000 Penalty: 4810.360352
	Iteration 24Q: 3 clusters Score -1886740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1886753.500000 Penalty: 4810.360352
	Iteration 25Q: 3 clusters Score -1886754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1886763.250000 Penalty: 4810.360352
	Iteration 26Q: 3 clusters Score -1886763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1886769.250000 Penalty: 4810.360352
	Iteration 27Q: 3 clusters Score -1886769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1886775.125000 Penalty: 4810.360352
	Iteration 28Q: 3 clusters Score -1886775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1886777.250000 Penalty: 4810.360352
	Iteration 29Q: 3 clusters Score -1886777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1886777.375000 Penalty: 4810.360352
	Iteration 30Q: 3 clusters Score -1886777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1886777.375000 Penalty: 4810.360352
	Iteration 31F: 3 clusters Score -1886777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -72665.539062 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -72665.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70967.507812 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70967.51 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71165.351562 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -71165.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71218.710938 Penalty: 3232.031738
	Iteration 2Q: 3 clusters Score -71218.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71248.734375 Penalty: 3232.031738
	Iteration 3Q: 3 clusters Score -71248.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -71256.679688 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -71256.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71264.218750 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -71264.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71273.140625 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -71273.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71281.250000 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -71281.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -71282.226562 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -71282.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71284.000000 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -71284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71284.000000 Penalty: 3232.031738
	Iteration 10F: 3 clusters Score -71284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Entering Unmasked Estep 
Score: -319677.875000 Penalty: 1987.637329
	Iteration 0F: 2 clusters Score -319677.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -316433.281250 Penalty: 3975.274658
	Iteration 0F: 3 clusters Score -316433.3 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -317294.218750 Penalty: 3975.274658
	Iteration 1F: 3 clusters Score -317294.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -317624.937500 Penalty: 3975.274658
	Iteration 2F: 3 clusters Score -317624.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -317831.562500 Penalty: 3975.274658
	Iteration 3F: 3 clusters Score -317831.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -317960.093750 Penalty: 3975.274658
	Iteration 4Q: 3 clusters Score -317960.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -318039.343750 Penalty: 3975.274658
	Iteration 5Q: 3 clusters Score -318039.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -318087.031250 Penalty: 3975.274658
	Iteration 6Q: 3 clusters Score -318087 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -318117.968750 Penalty: 3975.274658
	Iteration 7Q: 3 clusters Score -318118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -318143.281250 Penalty: 3975.274658
	Iteration 8Q: 3 clusters Score -318143.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -318170.750000 Penalty: 3975.274658
	Iteration 9Q: 3 clusters Score -318170.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -318199.656250 Penalty: 3975.274658
	Iteration 10Q: 3 clusters Score -318199.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -318230.093750 Penalty: 3975.274658
	Iteration 11Q: 3 clusters Score -318230.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -318253.343750 Penalty: 3975.274658
	Iteration 12Q: 3 clusters Score -318253.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -318272.656250 Penalty: 3975.274658
	Iteration 13Q: 3 clusters Score -318272.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -318293.656250 Penalty: 3975.274658
	Iteration 14Q: 3 clusters Score -318293.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -318314.562500 Penalty: 3975.274658
	Iteration 15Q: 3 clusters Score -318314.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -318331.687500 Penalty: 3975.274658
	Iteration 16Q: 3 clusters Score -318331.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -318350.218750 Penalty: 3975.274658
	Iteration 17Q: 3 clusters Score -318350.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -318365.125000 Penalty: 3975.274658
	Iteration 18Q: 3 clusters Score -318365.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -318379.812500 Penalty: 3975.274658
	Iteration 19Q: 3 clusters Score -318379.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -318391.062500 Penalty: 3975.274658
	Iteration 20F: 3 clusters Score -318391.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -318398.000000 Penalty: 3975.274658
	Iteration 21Q: 3 clusters Score -318398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -318402.718750 Penalty: 3975.274658
	Iteration 22Q: 3 clusters Score -318402.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -318405.250000 Penalty: 3975.274658
	Iteration 23Q: 3 clusters Score -318405.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -318407.093750 Penalty: 3975.274658
	Iteration 24Q: 3 clusters Score -318407.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -318409.187500 Penalty: 3975.274658
	Iteration 25Q: 3 clusters Score -318409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -318412.093750 Penalty: 3975.274658
	Iteration 26Q: 3 clusters Score -318412.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -318415.156250 Penalty: 3975.274658
	Iteration 27Q: 3 clusters Score -318415.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -318419.218750 Penalty: 3975.274658
	Iteration 28Q: 3 clusters Score -318419.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -318422.093750 Penalty: 3975.274658
	Iteration 29Q: 3 clusters Score -318422.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -318424.406250 Penalty: 3975.274658
	Iteration 30Q: 3 clusters Score -318424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -318425.593750 Penalty: 3975.274658
	Iteration 31Q: 3 clusters Score -318425.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -318427.406250 Penalty: 3975.274658
	Iteration 32Q: 3 clusters Score -318427.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -318430.406250 Penalty: 3975.274658
	Iteration 33Q: 3 clusters Score -318430.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -318432.125000 Penalty: 3975.274658
	Iteration 34Q: 3 clusters Score -318432.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -318433.187500 Penalty: 3975.274658
	Iteration 35Q: 3 clusters Score -318433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -318434.531250 Penalty: 3975.274658
	Iteration 36Q: 3 clusters Score -318434.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -318435.093750 Penalty: 3975.274658
	Iteration 37Q: 3 clusters Score -318435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -318435.093750 Penalty: 3975.274658
	Iteration 38F: 3 clusters Score -318435.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (320495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320495 members 
Entering Unmasked Estep 
Score: -36351696.000000 Penalty: 3144.050293
	Iteration 0F: 2 clusters Score -3.63517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159987 members 
Mstep: Class 2 contains 160508 members 
Entering Unmasked Estep 
Score: -36161996.000000 Penalty: 6288.100586
	Iteration 0F: 3 clusters Score -3.6162e+07 nChanged 155473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158286 members 
Mstep: Class 2 contains 162209 members 
Entering Unmasked Estep 
Score: -36253652.000000 Penalty: 6288.100586
	Iteration 1F: 3 clusters Score -3.625365e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156445 members 
Mstep: Class 2 contains 164050 members 
Entering Unmasked Estep 
Score: -36254732.000000 Penalty: 6288.100586
	Iteration 2Q: 3 clusters Score -3.625473e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153300 members 
Mstep: Class 2 contains 167195 members 
Entering Unmasked Estep 
Score: -36256216.000000 Penalty: 6288.100586
	Iteration 3Q: 3 clusters Score -3.625622e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148131 members 
Mstep: Class 2 contains 172364 members 
Entering Unmasked Estep 
Score: -36258120.000000 Penalty: 6288.100586
	Iteration 4Q: 3 clusters Score -3.625812e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139888 members 
Mstep: Class 2 contains 180607 members 
Entering Unmasked Estep 
Score: -36261308.000000 Penalty: 6288.100586
	Iteration 5Q: 3 clusters Score -3.626131e+07 nChanged 13639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127117 members 
Mstep: Class 2 contains 193378 members 
Entering Unmasked Estep 
Score: -36266724.000000 Penalty: 6288.100586
	Iteration 6Q: 3 clusters Score -3.626672e+07 nChanged 19165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108124 members 
Mstep: Class 2 contains 212371 members 
Entering Unmasked Estep 
Score: -36277056.000000 Penalty: 6288.100586
	Iteration 7F: 3 clusters Score -3.627706e+07 nChanged 26259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 238606 members 
Entering Unmasked Estep 
Score: -36293884.000000 Penalty: 6288.100586
	Iteration 8F: 3 clusters Score -3.629388e+07 nChanged 30670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 269276 members 
Entering Unmasked Estep 
Score: -36315540.000000 Penalty: 6288.100586
	Iteration 9F: 3 clusters Score -3.631554e+07 nChanged 26777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 296051 members 
Entering Unmasked Estep 
Score: -36334444.000000 Penalty: 6288.100586
	Iteration 10F: 3 clusters Score -3.633444e+07 nChanged 15673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 311724 members 
Entering Unmasked Estep 
Score: -36344392.000000 Penalty: 6288.100586
	Iteration 11Q: 3 clusters Score -3.634439e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 317801 members 
Entering Unmasked Estep 
Score: -36347484.000000 Penalty: 6288.100586
	Iteration 12Q: 3 clusters Score -3.634748e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 319606 members 
Entering Unmasked Estep 
Score: -36348408.000000 Penalty: 6288.100586
	Iteration 13Q: 3 clusters Score -3.634841e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 320071 members 
Entering Unmasked Estep 
Score: -36348712.000000 Penalty: 6288.100586
	Iteration 14Q: 3 clusters Score -3.634871e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 320184 members 
Entering Unmasked Estep 
Score: -36348840.000000 Penalty: 6288.100586
	Iteration 15Q: 3 clusters Score -3.634884e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 320224 members 
Entering Unmasked Estep 
Score: -36348880.000000 Penalty: 6288.100586
	Iteration 16Q: 3 clusters Score -3.634888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 320239 members 
Entering Unmasked Estep 
Score: -36348920.000000 Penalty: 6288.100586
	Iteration 17Q: 3 clusters Score -3.634892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 320249 members 
Entering Unmasked Estep 
Score: -36348920.000000 Penalty: 6288.100586
	Iteration 18Q: 3 clusters Score -3.634892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320252 members 
Entering Unmasked Estep 
Score: -36348932.000000 Penalty: 6288.100586
	Iteration 19Q: 3 clusters Score -3.634893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320252 members 
Entering Unmasked Estep 
Score: -36348948.000000 Penalty: 6288.100586
	Iteration 20F: 3 clusters Score -3.634895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320252 members 
Entering Unmasked Estep 
Score: -36348964.000000 Penalty: 6288.100586
	Iteration 21Q: 3 clusters Score -3.634896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 320254 members 
Entering Unmasked Estep 
Score: -36348968.000000 Penalty: 6288.100586
	Iteration 22Q: 3 clusters Score -3.634897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320252 members 
Entering Unmasked Estep 
Score: -36348972.000000 Penalty: 6288.100586
	Iteration 23Q: 3 clusters Score -3.634897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 320253 members 
Entering Unmasked Estep 
Score: -36348976.000000 Penalty: 6288.100586
	Iteration 24Q: 3 clusters Score -3.634898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320252 members 
Entering Unmasked Estep 
Score: -36348976.000000 Penalty: 6288.100586
	Iteration 25Q: 3 clusters Score -3.634898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320252 members 
Entering Unmasked Estep 
Score: -36348976.000000 Penalty: 6288.100586
	Iteration 26F: 3 clusters Score -3.634898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Entering Unmasked Estep 
Score: -298762.875000 Penalty: 1955.561646
	Iteration 0F: 2 clusters Score -298762.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -295786.312500 Penalty: 3911.123291
	Iteration 0F: 3 clusters Score -295786.3 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -296397.375000 Penalty: 3911.123291
	Iteration 1F: 3 clusters Score -296397.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -296608.625000 Penalty: 3911.123291
	Iteration 2F: 3 clusters Score -296608.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -296767.156250 Penalty: 3911.123291
	Iteration 3F: 3 clusters Score -296767.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -296890.656250 Penalty: 3911.123291
	Iteration 4Q: 3 clusters Score -296890.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -297009.343750 Penalty: 3911.123291
	Iteration 5Q: 3 clusters Score -297009.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -297140.281250 Penalty: 3911.123291
	Iteration 6Q: 3 clusters Score -297140.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -297296.562500 Penalty: 3911.123291
	Iteration 7Q: 3 clusters Score -297296.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -297460.656250 Penalty: 3911.123291
	Iteration 8Q: 3 clusters Score -297460.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -297625.875000 Penalty: 3911.123291
	Iteration 9Q: 3 clusters Score -297625.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -297774.062500 Penalty: 3911.123291
	Iteration 10Q: 3 clusters Score -297774.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -297820.000000 Penalty: 3911.123291
	Iteration 11Q: 3 clusters Score -297820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -297844.062500 Penalty: 3911.123291
	Iteration 12Q: 3 clusters Score -297844.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -297851.593750 Penalty: 3911.123291
	Iteration 13Q: 3 clusters Score -297851.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -297854.312500 Penalty: 3911.123291
	Iteration 14Q: 3 clusters Score -297854.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -297855.906250 Penalty: 3911.123291
	Iteration 15Q: 3 clusters Score -297855.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -297856.875000 Penalty: 3911.123291
	Iteration 16Q: 3 clusters Score -297856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -297856.875000 Penalty: 3911.123291
	Iteration 17F: 3 clusters Score -297856.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Entering Unmasked Estep 
Score: -5303274.500000 Penalty: 2664.747070
	Iteration 0F: 2 clusters Score -5303274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -5271755.500000 Penalty: 5329.494141
	Iteration 0F: 3 clusters Score -5271756 nChanged 21473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -5283699.500000 Penalty: 5329.494141
	Iteration 1F: 3 clusters Score -5283700 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -5284331.000000 Penalty: 5329.494141
	Iteration 2Q: 3 clusters Score -5284331 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -5284982.500000 Penalty: 5329.494141
	Iteration 3Q: 3 clusters Score -5284982 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -5285933.000000 Penalty: 5329.494141
	Iteration 4Q: 3 clusters Score -5285933 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -5287345.500000 Penalty: 5329.494141
	Iteration 5F: 3 clusters Score -5287346 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -5289235.500000 Penalty: 5329.494141
	Iteration 6F: 3 clusters Score -5289236 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -5291495.500000 Penalty: 5329.494141
	Iteration 7F: 3 clusters Score -5291496 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -5294026.000000 Penalty: 5329.494141
	Iteration 8F: 3 clusters Score -5294026 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -5296225.000000 Penalty: 5329.494141
	Iteration 9F: 3 clusters Score -5296225 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -5297741.500000 Penalty: 5329.494141
	Iteration 10Q: 3 clusters Score -5297742 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -5298663.000000 Penalty: 5329.494141
	Iteration 11Q: 3 clusters Score -5298663 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -5299153.500000 Penalty: 5329.494141
	Iteration 12Q: 3 clusters Score -5299154 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -5299588.500000 Penalty: 5329.494141
	Iteration 13Q: 3 clusters Score -5299588 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -5299935.000000 Penalty: 5329.494141
	Iteration 14Q: 3 clusters Score -5299935 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -5300222.500000 Penalty: 5329.494141
	Iteration 15Q: 3 clusters Score -5300222 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -5300430.500000 Penalty: 5329.494141
	Iteration 16Q: 3 clusters Score -5300430 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -5300593.000000 Penalty: 5329.494141
	Iteration 17Q: 3 clusters Score -5300593 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -5300709.000000 Penalty: 5329.494141
	Iteration 18Q: 3 clusters Score -5300709 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -5300804.500000 Penalty: 5329.494141
	Iteration 19Q: 3 clusters Score -5300804 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -5300888.500000 Penalty: 5329.494141
	Iteration 20F: 3 clusters Score -5300888 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5300963.000000 Penalty: 5329.494141
	Iteration 21Q: 3 clusters Score -5300963 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -5301012.000000 Penalty: 5329.494141
	Iteration 22Q: 3 clusters Score -5301012 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5301027.500000 Penalty: 5329.494141
	Iteration 23Q: 3 clusters Score -5301028 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -5301083.000000 Penalty: 5329.494141
	Iteration 24Q: 3 clusters Score -5301083 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5301110.000000 Penalty: 5329.494141
	Iteration 25Q: 3 clusters Score -5301110 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5301142.000000 Penalty: 5329.494141
	Iteration 26Q: 3 clusters Score -5301142 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5301152.500000 Penalty: 5329.494141
	Iteration 27Q: 3 clusters Score -5301152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5301165.500000 Penalty: 5329.494141
	Iteration 28Q: 3 clusters Score -5301166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5301191.000000 Penalty: 5329.494141
	Iteration 29Q: 3 clusters Score -5301191 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5301209.500000 Penalty: 5329.494141
	Iteration 30Q: 3 clusters Score -5301210 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5301217.000000 Penalty: 5329.494141
	Iteration 31Q: 3 clusters Score -5301217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5301239.500000 Penalty: 5329.494141
	Iteration 32Q: 3 clusters Score -5301240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5301254.000000 Penalty: 5329.494141
	Iteration 33Q: 3 clusters Score -5301254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5301273.500000 Penalty: 5329.494141
	Iteration 34Q: 3 clusters Score -5301274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5301282.500000 Penalty: 5329.494141
	Iteration 35Q: 3 clusters Score -5301282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5301310.500000 Penalty: 5329.494141
	Iteration 36Q: 3 clusters Score -5301310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5301327.500000 Penalty: 5329.494141
	Iteration 37Q: 3 clusters Score -5301328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5301338.500000 Penalty: 5329.494141
	Iteration 38Q: 3 clusters Score -5301338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5301349.500000 Penalty: 5329.494141
	Iteration 39Q: 3 clusters Score -5301350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5301369.500000 Penalty: 5329.494141
	Iteration 40F: 3 clusters Score -5301370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5301371.000000 Penalty: 5329.494141
	Iteration 41Q: 3 clusters Score -5301371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5301380.000000 Penalty: 5329.494141
	Iteration 42Q: 3 clusters Score -5301380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5301370.000000 Penalty: 5329.494141
	Iteration 43Q: 3 clusters Score -5301370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5301385.500000 Penalty: 5329.494141
	Iteration 44Q: 3 clusters Score -5301386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5301389.000000 Penalty: 5329.494141
	Iteration 45Q: 3 clusters Score -5301389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5301383.000000 Penalty: 5329.494141
	Iteration 46Q: 3 clusters Score -5301383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5301391.500000 Penalty: 5329.494141
	Iteration 47Q: 3 clusters Score -5301392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5301394.000000 Penalty: 5329.494141
	Iteration 48Q: 3 clusters Score -5301394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5301390.500000 Penalty: 5329.494141
	Iteration 49Q: 3 clusters Score -5301390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5301393.500000 Penalty: 5329.494141
	Iteration 50Q: 3 clusters Score -5301394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5301396.000000 Penalty: 5329.494141
	Iteration 51Q: 3 clusters Score -5301396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5301391.500000 Penalty: 5329.494141
	Iteration 52Q: 3 clusters Score -5301392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5301397.500000 Penalty: 5329.494141
	Iteration 53Q: 3 clusters Score -5301398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5301402.500000 Penalty: 5329.494141
	Iteration 54Q: 3 clusters Score -5301402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5301401.000000 Penalty: 5329.494141
	Iteration 55Q: 3 clusters Score -5301401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5301402.500000 Penalty: 5329.494141
	Iteration 56Q: 3 clusters Score -5301402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5301402.500000 Penalty: 5329.494141
	Iteration 57F: 3 clusters Score -5301402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Entering Unmasked Estep 
Score: -2332071.750000 Penalty: 2457.930176
	Iteration 0F: 2 clusters Score -2332072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2317832.750000 Penalty: 4915.860352
	Iteration 0F: 3 clusters Score -2317833 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2322455.500000 Penalty: 4915.860352
	Iteration 1F: 3 clusters Score -2322456 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2322819.750000 Penalty: 4915.860352
	Iteration 2F: 3 clusters Score -2322820 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2323087.250000 Penalty: 4915.860352
	Iteration 3Q: 3 clusters Score -2323087 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2323334.000000 Penalty: 4915.860352
	Iteration 4Q: 3 clusters Score -2323334 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2323557.750000 Penalty: 4915.860352
	Iteration 5Q: 3 clusters Score -2323558 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2323770.500000 Penalty: 4915.860352
	Iteration 6Q: 3 clusters Score -2323770 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2323976.250000 Penalty: 4915.860352
	Iteration 7Q: 3 clusters Score -2323976 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2324158.000000 Penalty: 4915.860352
	Iteration 8Q: 3 clusters Score -2324158 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2324350.000000 Penalty: 4915.860352
	Iteration 9Q: 3 clusters Score -2324350 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2324597.000000 Penalty: 4915.860352
	Iteration 10Q: 3 clusters Score -2324597 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2324948.250000 Penalty: 4915.860352
	Iteration 11Q: 3 clusters Score -2324948 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2325413.750000 Penalty: 4915.860352
	Iteration 12Q: 3 clusters Score -2325414 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2326032.500000 Penalty: 4915.860352
	Iteration 13Q: 3 clusters Score -2326032 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2326826.250000 Penalty: 4915.860352
	Iteration 14F: 3 clusters Score -2326826 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2327717.500000 Penalty: 4915.860352
	Iteration 15F: 3 clusters Score -2327718 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2328603.750000 Penalty: 4915.860352
	Iteration 16F: 3 clusters Score -2328604 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2329288.500000 Penalty: 4915.860352
	Iteration 17Q: 3 clusters Score -2329288 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2329721.750000 Penalty: 4915.860352
	Iteration 18Q: 3 clusters Score -2329722 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2330003.500000 Penalty: 4915.860352
	Iteration 19Q: 3 clusters Score -2330004 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2330167.250000 Penalty: 4915.860352
	Iteration 20F: 3 clusters Score -2330167 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2330297.000000 Penalty: 4915.860352
	Iteration 21Q: 3 clusters Score -2330297 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2330396.250000 Penalty: 4915.860352
	Iteration 22Q: 3 clusters Score -2330396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2330452.750000 Penalty: 4915.860352
	Iteration 23Q: 3 clusters Score -2330453 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2330502.250000 Penalty: 4915.860352
	Iteration 24Q: 3 clusters Score -2330502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2330546.000000 Penalty: 4915.860352
	Iteration 25Q: 3 clusters Score -2330546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2330573.500000 Penalty: 4915.860352
	Iteration 26Q: 3 clusters Score -2330574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2330588.250000 Penalty: 4915.860352
	Iteration 27Q: 3 clusters Score -2330588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2330602.250000 Penalty: 4915.860352
	Iteration 28Q: 3 clusters Score -2330602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2330612.250000 Penalty: 4915.860352
	Iteration 29Q: 3 clusters Score -2330612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2330611.750000 Penalty: 4915.860352
	Iteration 30Q: 3 clusters Score -2330612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2330615.250000 Penalty: 4915.860352
	Iteration 31Q: 3 clusters Score -2330615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2330622.500000 Penalty: 4915.860352
	Iteration 32Q: 3 clusters Score -2330622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2330621.250000 Penalty: 4915.860352
	Iteration 33Q: 3 clusters Score -2330621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2330625.000000 Penalty: 4915.860352
	Iteration 34Q: 3 clusters Score -2330625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2330625.000000 Penalty: 4915.860352
	Iteration 35Q: 3 clusters Score -2330625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2330628.750000 Penalty: 4915.860352
	Iteration 36Q: 3 clusters Score -2330629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2330626.000000 Penalty: 4915.860352
	Iteration 37Q: 3 clusters Score -2330626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2330626.000000 Penalty: 4915.860352
	Iteration 38F: 3 clusters Score -2330626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -73277.539062 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -73277.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71582.000000 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -71582 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -72030.546875 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -72030.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -72330.351562 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -72330.35 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -72601.781250 Penalty: 3292.080078
	Iteration 3F: 3 clusters Score -72601.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -72865.078125 Penalty: 3292.080078
	Iteration 4Q: 3 clusters Score -72865.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -72949.546875 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -72949.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73008.937500 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -73008.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73052.062500 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -73052.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73097.757812 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -73097.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73116.984375 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -73116.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73136.000000 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -73136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73149.429688 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -73149.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73167.671875 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -73167.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73183.187500 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -73183.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73198.960938 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -73198.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73212.593750 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -73212.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73237.921875 Penalty: 3292.080078
	Iteration 16Q: 3 clusters Score -73237.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73255.351562 Penalty: 3292.080078
	Iteration 17Q: 3 clusters Score -73255.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73263.242188 Penalty: 3292.080078
	Iteration 18Q: 3 clusters Score -73263.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73273.179688 Penalty: 3292.080078
	Iteration 19Q: 3 clusters Score -73273.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73275.539062 Penalty: 3292.080078
	Iteration 20F: 3 clusters Score -73275.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73304.515625 Penalty: 3292.080078
	Iteration 21Q: 3 clusters Score -73304.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -73311.984375 Penalty: 3292.080078
	Iteration 22Q: 3 clusters Score -73311.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73313.695312 Penalty: 3292.080078
	Iteration 23Q: 3 clusters Score -73313.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73313.695312 Penalty: 3292.080078
	Iteration 24F: 3 clusters Score -73313.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4541 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41849 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17155 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7089 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3025 members 
Mstep: Class 15 contains 320495 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46395 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 458 members 
Mstep: Class 21 contains 129688 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
Score: -70759376.000000 Penalty: 72880.484375
Splitting cluster 20 changes total score from -70760960.000000 to -70759376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (129688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129688 members 
Entering Unmasked Estep 
Score: -14706795.000000 Penalty: 2919.676025
	Iteration 0F: 2 clusters Score -1.47068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64858 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -14621043.000000 Penalty: 5839.352051
	Iteration 0F: 3 clusters Score -1.462104e+07 nChanged 61716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -14656649.000000 Penalty: 5839.352051
	Iteration 1F: 3 clusters Score -1.465665e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -14657784.000000 Penalty: 5839.352051
	Iteration 2Q: 3 clusters Score -1.465778e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66132 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -14659190.000000 Penalty: 5839.352051
	Iteration 3Q: 3 clusters Score -1.465919e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66860 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -14660841.000000 Penalty: 5839.352051
	Iteration 4Q: 3 clusters Score -1.466084e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -14663045.000000 Penalty: 5839.352051
	Iteration 5Q: 3 clusters Score -1.466304e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -14666187.000000 Penalty: 5839.352051
	Iteration 6Q: 3 clusters Score -1.466619e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -14670695.000000 Penalty: 5839.352051
	Iteration 7F: 3 clusters Score -1.46707e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74477 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -14676567.000000 Penalty: 5839.352051
	Iteration 8F: 3 clusters Score -1.467657e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -14682894.000000 Penalty: 5839.352051
	Iteration 9F: 3 clusters Score -1.468289e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -14687555.000000 Penalty: 5839.352051
	Iteration 10F: 3 clusters Score -1.468756e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80975 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -14689836.000000 Penalty: 5839.352051
	Iteration 11Q: 3 clusters Score -1.468984e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82411 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -14690913.000000 Penalty: 5839.352051
	Iteration 12Q: 3 clusters Score -1.469091e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -14691613.000000 Penalty: 5839.352051
	Iteration 13Q: 3 clusters Score -1.469161e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85186 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -14692156.000000 Penalty: 5839.352051
	Iteration 14Q: 3 clusters Score -1.469216e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -14692536.000000 Penalty: 5839.352051
	Iteration 15Q: 3 clusters Score -1.469254e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -14692871.000000 Penalty: 5839.352051
	Iteration 16Q: 3 clusters Score -1.469287e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -14693228.000000 Penalty: 5839.352051
	Iteration 17Q: 3 clusters Score -1.469323e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -14693641.000000 Penalty: 5839.352051
	Iteration 18Q: 3 clusters Score -1.469364e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -14694217.000000 Penalty: 5839.352051
	Iteration 19Q: 3 clusters Score -1.469422e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94493 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -14694674.000000 Penalty: 5839.352051
	Iteration 20F: 3 clusters Score -1.469467e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96179 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -14695086.000000 Penalty: 5839.352051
	Iteration 21Q: 3 clusters Score -1.469509e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -14695600.000000 Penalty: 5839.352051
	Iteration 22Q: 3 clusters Score -1.46956e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -14695986.000000 Penalty: 5839.352051
	Iteration 23Q: 3 clusters Score -1.469599e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101586 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -14696475.000000 Penalty: 5839.352051
	Iteration 24Q: 3 clusters Score -1.469648e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103568 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -14697212.000000 Penalty: 5839.352051
	Iteration 25Q: 3 clusters Score -1.469721e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105529 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -14697828.000000 Penalty: 5839.352051
	Iteration 26Q: 3 clusters Score -1.469783e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107488 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -14698504.000000 Penalty: 5839.352051
	Iteration 27Q: 3 clusters Score -1.46985e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109393 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -14699160.000000 Penalty: 5839.352051
	Iteration 28Q: 3 clusters Score -1.469916e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111228 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -14699936.000000 Penalty: 5839.352051
	Iteration 29Q: 3 clusters Score -1.469994e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112954 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -14700633.000000 Penalty: 5839.352051
	Iteration 30Q: 3 clusters Score -1.470063e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114539 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -14701240.000000 Penalty: 5839.352051
	Iteration 31Q: 3 clusters Score -1.470124e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116020 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -14701785.000000 Penalty: 5839.352051
	Iteration 32Q: 3 clusters Score -1.470178e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117372 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -14702331.000000 Penalty: 5839.352051
	Iteration 33Q: 3 clusters Score -1.470233e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118576 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -14702920.000000 Penalty: 5839.352051
	Iteration 34Q: 3 clusters Score -1.470292e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119647 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -14703365.000000 Penalty: 5839.352051
	Iteration 35Q: 3 clusters Score -1.470336e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120609 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -14703808.000000 Penalty: 5839.352051
	Iteration 36Q: 3 clusters Score -1.470381e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121417 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -14704202.000000 Penalty: 5839.352051
	Iteration 37Q: 3 clusters Score -1.47042e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122107 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -14704613.000000 Penalty: 5839.352051
	Iteration 38Q: 3 clusters Score -1.470461e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122646 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -14705021.000000 Penalty: 5839.352051
	Iteration 39Q: 3 clusters Score -1.470502e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123052 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -14705530.000000 Penalty: 5839.352051
	Iteration 40F: 3 clusters Score -1.470553e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123400 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -14706066.000000 Penalty: 5839.352051
	Iteration 41Q: 3 clusters Score -1.470607e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123658 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -14706336.000000 Penalty: 5839.352051
	Iteration 42Q: 3 clusters Score -1.470634e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123842 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -14706510.000000 Penalty: 5839.352051
	Iteration 43Q: 3 clusters Score -1.470651e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123988 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -14706662.000000 Penalty: 5839.352051
	Iteration 44Q: 3 clusters Score -1.470666e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124123 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -14706695.000000 Penalty: 5839.352051
	Iteration 45Q: 3 clusters Score -1.47067e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124221 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -14706728.000000 Penalty: 5839.352051
	Iteration 46Q: 3 clusters Score -1.470673e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124317 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -14706759.000000 Penalty: 5839.352051
	Iteration 47Q: 3 clusters Score -1.470676e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124400 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -14706769.000000 Penalty: 5839.352051
	Iteration 48Q: 3 clusters Score -1.470677e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124450 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -14706795.000000 Penalty: 5839.352051
	Iteration 49Q: 3 clusters Score -1.47068e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124480 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -14706816.000000 Penalty: 5839.352051
	Iteration 50Q: 3 clusters Score -1.470682e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124501 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -14706815.000000 Penalty: 5839.352051
	Iteration 51Q: 3 clusters Score -1.470682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124512 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -14706829.000000 Penalty: 5839.352051
	Iteration 52Q: 3 clusters Score -1.470683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124524 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -14706824.000000 Penalty: 5839.352051
	Iteration 53Q: 3 clusters Score -1.470682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124532 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -14706810.000000 Penalty: 5839.352051
	Iteration 54Q: 3 clusters Score -1.470681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124539 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -14706818.000000 Penalty: 5839.352051
	Iteration 55Q: 3 clusters Score -1.470682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124545 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -14706825.000000 Penalty: 5839.352051
	Iteration 56Q: 3 clusters Score -1.470682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124547 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -14706822.000000 Penalty: 5839.352051
	Iteration 57Q: 3 clusters Score -1.470682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124549 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -14706824.000000 Penalty: 5839.352051
	Iteration 58Q: 3 clusters Score -1.470682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124552 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -14706824.000000 Penalty: 5839.352051
	Iteration 59Q: 3 clusters Score -1.470682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124552 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -14706824.000000 Penalty: 5839.352051
	Iteration 60F: 3 clusters Score -1.470682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4541 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41849 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17155 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7089 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3025 members 
Mstep: Class 15 contains 320495 members 
Mstep: Class 16 contains 5136 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46395 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 124552 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
Score: -70760360.000000 Penalty: 72880.484375
Splitting cluster 21 changes total score from -70760960.000000 to -70760360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -125283.125000 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -125283.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -123261.898438 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -123261.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -123560.257812 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -123560.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -123647.367188 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -123647.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -123690.476562 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -123690.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -123716.265625 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -123716.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -123729.687500 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -123729.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -123740.289062 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -123740.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -123747.265625 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -123747.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -123749.953125 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -123750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -123751.664062 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -123751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -123752.437500 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -123752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -123753.242188 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -123753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -123755.039062 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -123755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -123756.750000 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -123756.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -123759.445312 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -123759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -123760.437500 Penalty: 3484.226074
	Iteration 15Q: 3 clusters Score -123760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -123761.859375 Penalty: 3484.226074
	Iteration 16Q: 3 clusters Score -123761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -123763.234375 Penalty: 3484.226074
	Iteration 17Q: 3 clusters Score -123763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -123763.515625 Penalty: 3484.226074
	Iteration 18Q: 3 clusters Score -123763.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -123764.531250 Penalty: 3484.226074
	Iteration 19Q: 3 clusters Score -123764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -123766.609375 Penalty: 3484.226074
	Iteration 20F: 3 clusters Score -123766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -123767.031250 Penalty: 3484.226074
	Iteration 21Q: 3 clusters Score -123767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -123767.031250 Penalty: 3484.226074
	Iteration 22F: 3 clusters Score -123767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4541 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41849 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17155 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7089 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3025 members 
Mstep: Class 15 contains 320495 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46395 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129688 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760968.000000 Penalty: 69567.734375
Iteration 199Q: 22 clusters Score -7.076097e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4538 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41850 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17152 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7091 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16289 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3027 members 
Mstep: Class 15 contains 320505 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46396 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129679 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760880.000000 Penalty: 69567.734375
Iteration 200F: 22 clusters Score -7.076088e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4537 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41851 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17151 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7091 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3028 members 
Mstep: Class 15 contains 320514 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46395 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129670 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760880.000000 Penalty: 69567.734375
Iteration 201Q: 22 clusters Score -7.076088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41851 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17152 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7094 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 320518 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46396 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129661 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760856.000000 Penalty: 69567.734375
Iteration 202Q: 22 clusters Score -7.076086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41851 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17153 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7096 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 320524 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46396 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129652 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760880.000000 Penalty: 69567.734375
Iteration 203Q: 22 clusters Score -7.076088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41851 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17153 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7096 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 320531 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46396 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129644 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760896.000000 Penalty: 69567.734375
Iteration 204Q: 22 clusters Score -7.07609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41851 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17153 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7097 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 320535 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46395 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129640 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760920.000000 Penalty: 69567.734375
Iteration 205Q: 22 clusters Score -7.076092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41851 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17153 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7099 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 320543 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46394 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129631 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760896.000000 Penalty: 69567.734375
Iteration 206Q: 22 clusters Score -7.07609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41850 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17153 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7101 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16289 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 320547 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46397 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129624 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760920.000000 Penalty: 69567.734375
Iteration 207Q: 22 clusters Score -7.076092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41849 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17153 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7103 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16289 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3028 members 
Mstep: Class 15 contains 320552 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 46396 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129621 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760888.000000 Penalty: 69567.734375
Iteration 208Q: 22 clusters Score -7.076089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41849 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17152 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7106 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16289 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3027 members 
Mstep: Class 15 contains 320548 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 46395 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129625 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760888.000000 Penalty: 69567.734375
Iteration 209Q: 22 clusters Score -7.076089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41849 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17153 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7110 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16289 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3028 members 
Mstep: Class 15 contains 320549 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 46394 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129620 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760888.000000 Penalty: 69567.734375
Iteration 210Q: 22 clusters Score -7.076089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41849 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17154 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7113 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16289 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3030 members 
Mstep: Class 15 contains 320549 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 46394 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129614 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760912.000000 Penalty: 69567.734375
Iteration 211Q: 22 clusters Score -7.076091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41849 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17157 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7113 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16289 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3031 members 
Mstep: Class 15 contains 320552 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 46394 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129607 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760880.000000 Penalty: 69567.734375
Iteration 212Q: 22 clusters Score -7.076088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41849 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17159 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16289 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3031 members 
Mstep: Class 15 contains 320556 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 46396 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129598 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760936.000000 Penalty: 69567.734375
Iteration 213Q: 22 clusters Score -7.076094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41850 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17163 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16289 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3031 members 
Mstep: Class 15 contains 320559 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 46397 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129588 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760888.000000 Penalty: 69567.734375
Iteration 214Q: 22 clusters Score -7.076089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41850 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17165 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16289 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3031 members 
Mstep: Class 15 contains 320569 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46396 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129577 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760872.000000 Penalty: 69567.734375
Iteration 215Q: 22 clusters Score -7.076087e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41850 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17166 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 15 contains 320574 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46394 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129571 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760888.000000 Penalty: 69567.734375
Iteration 216Q: 22 clusters Score -7.076089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41850 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17165 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3033 members 
Mstep: Class 15 contains 320590 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46394 members 
Mstep: Class 19 contains 20149 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129553 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760904.000000 Penalty: 69567.734375
Iteration 217Q: 22 clusters Score -7.07609e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41848 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17168 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 15 contains 320605 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46394 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129537 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760912.000000 Penalty: 69567.734375
Iteration 218Q: 22 clusters Score -7.076091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41846 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17170 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 15 contains 320627 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46394 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129515 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760904.000000 Penalty: 69567.734375
Iteration 219Q: 22 clusters Score -7.07609e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41843 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17172 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 15 contains 320650 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46394 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129492 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760920.000000 Penalty: 69567.734375
Iteration 220F: 22 clusters Score -7.076092e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41842 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17172 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 15 contains 320680 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 46393 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129463 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760848.000000 Penalty: 69567.734375
Iteration 221Q: 22 clusters Score -7.076085e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41842 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17170 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3033 members 
Mstep: Class 15 contains 320702 members 
Mstep: Class 17 contains 2661 members 
Mstep: Class 18 contains 46391 members 
Mstep: Class 19 contains 20149 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129446 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760776.000000 Penalty: 69567.734375
Iteration 222Q: 22 clusters Score -7.076078e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41840 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17172 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3034 members 
Mstep: Class 15 contains 320711 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 46388 members 
Mstep: Class 19 contains 20149 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129432 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760768.000000 Penalty: 69567.734375
Iteration 223Q: 22 clusters Score -7.076077e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41840 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17173 members 
Mstep: Class 8 contains 16948 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16288 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3035 members 
Mstep: Class 15 contains 320723 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 46386 members 
Mstep: Class 19 contains 20148 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129418 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760720.000000 Penalty: 69567.734375
Iteration 224Q: 22 clusters Score -7.076072e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41840 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17175 members 
Mstep: Class 8 contains 16950 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16287 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3035 members 
Mstep: Class 15 contains 320733 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 46381 members 
Mstep: Class 19 contains 20149 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129407 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760744.000000 Penalty: 69567.734375
Iteration 225Q: 22 clusters Score -7.076074e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41840 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17174 members 
Mstep: Class 8 contains 16949 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16288 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3035 members 
Mstep: Class 15 contains 320737 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 46383 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129399 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760728.000000 Penalty: 69567.734375
Iteration 226Q: 22 clusters Score -7.076073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41839 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17175 members 
Mstep: Class 8 contains 16947 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16288 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3036 members 
Mstep: Class 15 contains 320732 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 18 contains 46381 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129404 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760696.000000 Penalty: 69567.734375
Iteration 227Q: 22 clusters Score -7.07607e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41839 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17177 members 
Mstep: Class 8 contains 16947 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16290 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3036 members 
Mstep: Class 15 contains 320726 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46379 members 
Mstep: Class 19 contains 20150 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129407 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760696.000000 Penalty: 69567.734375
Iteration 228Q: 22 clusters Score -7.07607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41837 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17178 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320724 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46379 members 
Mstep: Class 19 contains 20151 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129408 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760696.000000 Penalty: 69567.734375
Iteration 229Q: 22 clusters Score -7.07607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41838 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17179 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320721 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46377 members 
Mstep: Class 19 contains 20152 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129410 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760680.000000 Penalty: 69567.734375
Iteration 230Q: 22 clusters Score -7.076068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41837 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320725 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46375 members 
Mstep: Class 19 contains 20154 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129406 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760728.000000 Penalty: 69567.734375
Iteration 231Q: 22 clusters Score -7.076073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41836 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320732 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46375 members 
Mstep: Class 19 contains 20155 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129400 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760712.000000 Penalty: 69567.734375
Iteration 232Q: 22 clusters Score -7.076071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41836 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320734 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46375 members 
Mstep: Class 19 contains 20156 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129398 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760728.000000 Penalty: 69567.734375
Iteration 233Q: 22 clusters Score -7.076073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41837 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7117 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320732 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46375 members 
Mstep: Class 19 contains 20156 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129399 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760728.000000 Penalty: 69567.734375
Iteration 234Q: 22 clusters Score -7.076073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41836 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17179 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7120 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320738 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46375 members 
Mstep: Class 19 contains 20157 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129393 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760680.000000 Penalty: 69567.734375
Iteration 235Q: 22 clusters Score -7.076068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41838 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7121 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320733 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 20159 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129393 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760704.000000 Penalty: 69567.734375
Iteration 236Q: 22 clusters Score -7.07607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41837 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16939 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320732 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46375 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129392 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760712.000000 Penalty: 69567.734375
Iteration 237Q: 22 clusters Score -7.076071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41836 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16939 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320734 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46375 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129391 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760712.000000 Penalty: 69567.734375
Iteration 238Q: 22 clusters Score -7.076071e+07 nChanged 4
Entering ConstructFrom: 
Score: -70760712.000000 Penalty: 69567.734375
Entering ConstructFrom: 
Trying to split cluster 1 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -52398.050781 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -52398.05 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 264 members 
Entering Unmasked Estep 
Score: -50867.707031 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -50867.71 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51092.812500 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -51092.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51232.597656 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -51232.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51362.707031 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -51362.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51467.781250 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -51467.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51517.437500 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -51517.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51549.542969 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -51549.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51581.855469 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -51581.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51612.257812 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -51612.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51643.867188 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -51643.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51668.800781 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -51668.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51694.136719 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -51694.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51727.355469 Penalty: 3121.535889
	Iteration 12Q: 3 clusters Score -51727.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51773.562500 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -51773.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51820.382812 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -51820.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51853.800781 Penalty: 3121.535889
	Iteration 15Q: 3 clusters Score -51853.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51885.507812 Penalty: 3121.535889
	Iteration 16Q: 3 clusters Score -51885.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51935.871094 Penalty: 3121.535889
	Iteration 17Q: 3 clusters Score -51935.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51943.535156 Penalty: 3121.535889
	Iteration 18Q: 3 clusters Score -51943.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51952.003906 Penalty: 3121.535889
	Iteration 19Q: 3 clusters Score -51952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51956.527344 Penalty: 3121.535889
	Iteration 20F: 3 clusters Score -51956.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51959.695312 Penalty: 3121.535889
	Iteration 21Q: 3 clusters Score -51959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51959.695312 Penalty: 3121.535889
	Iteration 22F: 3 clusters Score -51959.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -496456.656250 Penalty: 2088.110596
	Iteration 0F: 2 clusters Score -496456.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -492317.718750 Penalty: 4176.221191
	Iteration 0F: 3 clusters Score -492317.7 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -493420.406250 Penalty: 4176.221191
	Iteration 1F: 3 clusters Score -493420.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -493789.656250 Penalty: 4176.221191
	Iteration 2F: 3 clusters Score -493789.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -494093.750000 Penalty: 4176.221191
	Iteration 3F: 3 clusters Score -494093.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -494325.750000 Penalty: 4176.221191
	Iteration 4F: 3 clusters Score -494325.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -494516.718750 Penalty: 4176.221191
	Iteration 5F: 3 clusters Score -494516.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -494702.343750 Penalty: 4176.221191
	Iteration 6Q: 3 clusters Score -494702.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -494851.125000 Penalty: 4176.221191
	Iteration 7Q: 3 clusters Score -494851.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -494927.281250 Penalty: 4176.221191
	Iteration 8Q: 3 clusters Score -494927.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -494975.093750 Penalty: 4176.221191
	Iteration 9Q: 3 clusters Score -494975.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -495012.156250 Penalty: 4176.221191
	Iteration 10Q: 3 clusters Score -495012.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -495043.125000 Penalty: 4176.221191
	Iteration 11Q: 3 clusters Score -495043.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -495061.343750 Penalty: 4176.221191
	Iteration 12Q: 3 clusters Score -495061.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -495077.843750 Penalty: 4176.221191
	Iteration 13Q: 3 clusters Score -495077.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -495089.468750 Penalty: 4176.221191
	Iteration 14Q: 3 clusters Score -495089.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -495104.687500 Penalty: 4176.221191
	Iteration 15Q: 3 clusters Score -495104.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -495118.468750 Penalty: 4176.221191
	Iteration 16Q: 3 clusters Score -495118.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -495130.062500 Penalty: 4176.221191
	Iteration 17Q: 3 clusters Score -495130.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -495140.937500 Penalty: 4176.221191
	Iteration 18Q: 3 clusters Score -495140.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -495147.656250 Penalty: 4176.221191
	Iteration 19Q: 3 clusters Score -495147.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -495155.968750 Penalty: 4176.221191
	Iteration 20F: 3 clusters Score -495156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -495161.750000 Penalty: 4176.221191
	Iteration 21Q: 3 clusters Score -495161.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -495167.437500 Penalty: 4176.221191
	Iteration 22Q: 3 clusters Score -495167.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -495170.906250 Penalty: 4176.221191
	Iteration 23Q: 3 clusters Score -495170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -495172.843750 Penalty: 4176.221191
	Iteration 24Q: 3 clusters Score -495172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -495174.218750 Penalty: 4176.221191
	Iteration 25Q: 3 clusters Score -495174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -495175.250000 Penalty: 4176.221191
	Iteration 26Q: 3 clusters Score -495175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -495175.343750 Penalty: 4176.221191
	Iteration 27Q: 3 clusters Score -495175.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -495175.343750 Penalty: 4176.221191
	Iteration 28F: 3 clusters Score -495175.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -57416.816406 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -57416.82 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 275 members 
Entering Unmasked Estep 
Score: -55840.968750 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -55840.97 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56099.859375 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -56099.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56236.933594 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -56236.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56314.992188 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -56314.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56360.988281 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -56360.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56381.195312 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -56381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56392.281250 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -56392.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56400.722656 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -56400.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56404.675781 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -56404.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56404.675781 Penalty: 3163.699219
	Iteration 9F: 3 clusters Score -56404.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Entering Unmasked Estep 
Score: -4674645.500000 Penalty: 2639.089355
	Iteration 0F: 2 clusters Score -4674646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -4646212.500000 Penalty: 5278.178711
	Iteration 0F: 3 clusters Score -4646212 nChanged 19272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4656690.500000 Penalty: 5278.178711
	Iteration 1F: 3 clusters Score -4656690 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -4657156.500000 Penalty: 5278.178711
	Iteration 2Q: 3 clusters Score -4657156 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -4657572.000000 Penalty: 5278.178711
	Iteration 3Q: 3 clusters Score -4657572 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -4657979.000000 Penalty: 5278.178711
	Iteration 4Q: 3 clusters Score -4657979 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -4658430.000000 Penalty: 5278.178711
	Iteration 5Q: 3 clusters Score -4658430 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -4658876.000000 Penalty: 5278.178711
	Iteration 6Q: 3 clusters Score -4658876 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -4659407.500000 Penalty: 5278.178711
	Iteration 7Q: 3 clusters Score -4659408 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -4660020.500000 Penalty: 5278.178711
	Iteration 8Q: 3 clusters Score -4660020 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -4660725.000000 Penalty: 5278.178711
	Iteration 9Q: 3 clusters Score -4660725 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -4661547.000000 Penalty: 5278.178711
	Iteration 10Q: 3 clusters Score -4661547 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -4662477.500000 Penalty: 5278.178711
	Iteration 11Q: 3 clusters Score -4662478 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -4663544.500000 Penalty: 5278.178711
	Iteration 12Q: 3 clusters Score -4663544 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -4664827.000000 Penalty: 5278.178711
	Iteration 13Q: 3 clusters Score -4664827 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4666283.500000 Penalty: 5278.178711
	Iteration 14Q: 3 clusters Score -4666284 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -4667632.000000 Penalty: 5278.178711
	Iteration 15Q: 3 clusters Score -4667632 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4668779.000000 Penalty: 5278.178711
	Iteration 16Q: 3 clusters Score -4668779 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -4669759.000000 Penalty: 5278.178711
	Iteration 17Q: 3 clusters Score -4669759 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -4670493.500000 Penalty: 5278.178711
	Iteration 18Q: 3 clusters Score -4670494 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -4670988.000000 Penalty: 5278.178711
	Iteration 19Q: 3 clusters Score -4670988 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -4671321.000000 Penalty: 5278.178711
	Iteration 20F: 3 clusters Score -4671321 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -4671563.000000 Penalty: 5278.178711
	Iteration 21Q: 3 clusters Score -4671563 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -4671750.000000 Penalty: 5278.178711
	Iteration 22Q: 3 clusters Score -4671750 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -4671881.000000 Penalty: 5278.178711
	Iteration 23Q: 3 clusters Score -4671881 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -4672009.000000 Penalty: 5278.178711
	Iteration 24Q: 3 clusters Score -4672009 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -4672086.000000 Penalty: 5278.178711
	Iteration 25Q: 3 clusters Score -4672086 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -4672157.000000 Penalty: 5278.178711
	Iteration 26Q: 3 clusters Score -4672157 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -4672213.500000 Penalty: 5278.178711
	Iteration 27Q: 3 clusters Score -4672214 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -4672261.500000 Penalty: 5278.178711
	Iteration 28Q: 3 clusters Score -4672262 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -4672301.000000 Penalty: 5278.178711
	Iteration 29Q: 3 clusters Score -4672301 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -4672335.000000 Penalty: 5278.178711
	Iteration 30Q: 3 clusters Score -4672335 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -4672366.000000 Penalty: 5278.178711
	Iteration 31Q: 3 clusters Score -4672366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -4672392.500000 Penalty: 5278.178711
	Iteration 32Q: 3 clusters Score -4672392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -4672398.500000 Penalty: 5278.178711
	Iteration 33Q: 3 clusters Score -4672398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -4672432.000000 Penalty: 5278.178711
	Iteration 34Q: 3 clusters Score -4672432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -4672450.500000 Penalty: 5278.178711
	Iteration 35Q: 3 clusters Score -4672450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -4672453.000000 Penalty: 5278.178711
	Iteration 36Q: 3 clusters Score -4672453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -4672469.500000 Penalty: 5278.178711
	Iteration 37Q: 3 clusters Score -4672470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -4672473.500000 Penalty: 5278.178711
	Iteration 38Q: 3 clusters Score -4672474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -4672483.500000 Penalty: 5278.178711
	Iteration 39Q: 3 clusters Score -4672484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -4672508.000000 Penalty: 5278.178711
	Iteration 40F: 3 clusters Score -4672508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -4672508.500000 Penalty: 5278.178711
	Iteration 41Q: 3 clusters Score -4672508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -4672518.500000 Penalty: 5278.178711
	Iteration 42Q: 3 clusters Score -4672518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -4672523.500000 Penalty: 5278.178711
	Iteration 43Q: 3 clusters Score -4672524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -4672534.500000 Penalty: 5278.178711
	Iteration 44Q: 3 clusters Score -4672534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -4672541.000000 Penalty: 5278.178711
	Iteration 45Q: 3 clusters Score -4672541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -4672537.500000 Penalty: 5278.178711
	Iteration 46Q: 3 clusters Score -4672538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -4672539.500000 Penalty: 5278.178711
	Iteration 47Q: 3 clusters Score -4672540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -4672540.500000 Penalty: 5278.178711
	Iteration 48Q: 3 clusters Score -4672540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -4672548.500000 Penalty: 5278.178711
	Iteration 49Q: 3 clusters Score -4672548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -4672551.500000 Penalty: 5278.178711
	Iteration 50Q: 3 clusters Score -4672552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -4672548.500000 Penalty: 5278.178711
	Iteration 51Q: 3 clusters Score -4672548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -4672555.000000 Penalty: 5278.178711
	Iteration 52Q: 3 clusters Score -4672555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -4672552.000000 Penalty: 5278.178711
	Iteration 53Q: 3 clusters Score -4672552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -4672555.500000 Penalty: 5278.178711
	Iteration 54Q: 3 clusters Score -4672556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -4672555.500000 Penalty: 5278.178711
	Iteration 55F: 3 clusters Score -4672556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -96371.867188 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -96371.87 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 465 members 
Entering Unmasked Estep 
Score: -94541.648438 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -94541.65 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -94795.078125 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -94795.08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -94881.648438 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -94881.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -94966.695312 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -94966.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95026.375000 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -95026.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -95076.539062 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -95076.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -95106.789062 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -95106.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -95124.796875 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -95124.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -95141.593750 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -95141.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -95151.843750 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -95151.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -95161.109375 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -95161.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -95167.601562 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -95167.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -95171.851562 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -95171.85 nChanged 4
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: -95176.375000 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -95176.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -95179.695312 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -95179.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -95182.484375 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -95182.48 nChanged 1
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: -95184.445312 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -95184.45 nChanged 0
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: -95184.445312 Penalty: 3356.602051
	Iteration 17F: 3 clusters Score -95184.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -86762.984375 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -86762.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85003.148438 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -85003.15 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85229.812500 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -85229.81 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85329.835938 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -85329.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85378.796875 Penalty: 3296.609619
	Iteration 3Q: 3 clusters Score -85378.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -85403.195312 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -85403.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -85421.718750 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -85421.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -85436.679688 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -85436.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85475.304688 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -85475.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85500.960938 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -85500.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85513.125000 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -85513.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85524.210938 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -85524.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -85528.820312 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -85528.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -85535.148438 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -85535.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85538.210938 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -85538.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85539.718750 Penalty: 3296.609619
	Iteration 14Q: 3 clusters Score -85539.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85541.562500 Penalty: 3296.609619
	Iteration 15Q: 3 clusters Score -85541.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -85546.632812 Penalty: 3296.609619
	Iteration 16Q: 3 clusters Score -85546.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -85549.250000 Penalty: 3296.609619
	Iteration 17Q: 3 clusters Score -85549.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -85550.789062 Penalty: 3296.609619
	Iteration 18Q: 3 clusters Score -85550.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -85550.789062 Penalty: 3296.609619
	Iteration 19F: 3 clusters Score -85550.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Entering Unmasked Estep 
Score: -1989811.250000 Penalty: 2418.372314
	Iteration 0F: 2 clusters Score -1989811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1977560.750000 Penalty: 4836.744629
	Iteration 0F: 3 clusters Score -1977561 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1981631.500000 Penalty: 4836.744629
	Iteration 1F: 3 clusters Score -1981632 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1982093.750000 Penalty: 4836.744629
	Iteration 2F: 3 clusters Score -1982094 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1982408.250000 Penalty: 4836.744629
	Iteration 3Q: 3 clusters Score -1982408 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1982670.625000 Penalty: 4836.744629
	Iteration 4Q: 3 clusters Score -1982671 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1982928.875000 Penalty: 4836.744629
	Iteration 5Q: 3 clusters Score -1982929 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1983190.375000 Penalty: 4836.744629
	Iteration 6Q: 3 clusters Score -1983190 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1983470.000000 Penalty: 4836.744629
	Iteration 7Q: 3 clusters Score -1983470 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1983728.750000 Penalty: 4836.744629
	Iteration 8Q: 3 clusters Score -1983729 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1984044.250000 Penalty: 4836.744629
	Iteration 9Q: 3 clusters Score -1984044 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1984433.375000 Penalty: 4836.744629
	Iteration 10Q: 3 clusters Score -1984433 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1984897.125000 Penalty: 4836.744629
	Iteration 11Q: 3 clusters Score -1984897 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1985398.750000 Penalty: 4836.744629
	Iteration 12Q: 3 clusters Score -1985399 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1985873.625000 Penalty: 4836.744629
	Iteration 13Q: 3 clusters Score -1985874 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1986218.625000 Penalty: 4836.744629
	Iteration 14Q: 3 clusters Score -1986219 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1986402.500000 Penalty: 4836.744629
	Iteration 15Q: 3 clusters Score -1986402 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1986488.875000 Penalty: 4836.744629
	Iteration 16Q: 3 clusters Score -1986489 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1986544.000000 Penalty: 4836.744629
	Iteration 17Q: 3 clusters Score -1986544 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1986591.625000 Penalty: 4836.744629
	Iteration 18Q: 3 clusters Score -1986592 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1986625.000000 Penalty: 4836.744629
	Iteration 19Q: 3 clusters Score -1986625 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1986646.500000 Penalty: 4836.744629
	Iteration 20F: 3 clusters Score -1986646 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1986662.625000 Penalty: 4836.744629
	Iteration 21Q: 3 clusters Score -1986663 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1986679.250000 Penalty: 4836.744629
	Iteration 22Q: 3 clusters Score -1986679 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1986700.125000 Penalty: 4836.744629
	Iteration 23Q: 3 clusters Score -1986700 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1986714.000000 Penalty: 4836.744629
	Iteration 24Q: 3 clusters Score -1986714 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1986729.500000 Penalty: 4836.744629
	Iteration 25Q: 3 clusters Score -1986730 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1986733.875000 Penalty: 4836.744629
	Iteration 26Q: 3 clusters Score -1986734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1986749.875000 Penalty: 4836.744629
	Iteration 27Q: 3 clusters Score -1986750 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1986755.250000 Penalty: 4836.744629
	Iteration 28Q: 3 clusters Score -1986755 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1986768.500000 Penalty: 4836.744629
	Iteration 29Q: 3 clusters Score -1986768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1986779.875000 Penalty: 4836.744629
	Iteration 30Q: 3 clusters Score -1986780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1986786.750000 Penalty: 4836.744629
	Iteration 31Q: 3 clusters Score -1986787 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1986785.625000 Penalty: 4836.744629
	Iteration 32Q: 3 clusters Score -1986786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1986792.500000 Penalty: 4836.744629
	Iteration 33Q: 3 clusters Score -1986792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1986797.375000 Penalty: 4836.744629
	Iteration 34Q: 3 clusters Score -1986797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1986809.750000 Penalty: 4836.744629
	Iteration 35Q: 3 clusters Score -1986810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1986813.875000 Penalty: 4836.744629
	Iteration 36Q: 3 clusters Score -1986814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1986822.500000 Penalty: 4836.744629
	Iteration 37Q: 3 clusters Score -1986822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1986831.000000 Penalty: 4836.744629
	Iteration 38Q: 3 clusters Score -1986831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1986835.625000 Penalty: 4836.744629
	Iteration 39Q: 3 clusters Score -1986836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1986836.250000 Penalty: 4836.744629
	Iteration 40F: 3 clusters Score -1986836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1986840.625000 Penalty: 4836.744629
	Iteration 41Q: 3 clusters Score -1986841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1986847.125000 Penalty: 4836.744629
	Iteration 42Q: 3 clusters Score -1986847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1986858.000000 Penalty: 4836.744629
	Iteration 43Q: 3 clusters Score -1986858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1986855.750000 Penalty: 4836.744629
	Iteration 44Q: 3 clusters Score -1986856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1986864.000000 Penalty: 4836.744629
	Iteration 45Q: 3 clusters Score -1986864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1986861.875000 Penalty: 4836.744629
	Iteration 46Q: 3 clusters Score -1986862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1986870.750000 Penalty: 4836.744629
	Iteration 47Q: 3 clusters Score -1986871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1986877.625000 Penalty: 4836.744629
	Iteration 48Q: 3 clusters Score -1986878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1986878.375000 Penalty: 4836.744629
	Iteration 49Q: 3 clusters Score -1986878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1986886.750000 Penalty: 4836.744629
	Iteration 50Q: 3 clusters Score -1986887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1986884.250000 Penalty: 4836.744629
	Iteration 51Q: 3 clusters Score -1986884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1986889.750000 Penalty: 4836.744629
	Iteration 52Q: 3 clusters Score -1986890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1986893.000000 Penalty: 4836.744629
	Iteration 53Q: 3 clusters Score -1986893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1986892.375000 Penalty: 4836.744629
	Iteration 54Q: 3 clusters Score -1986892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1986895.000000 Penalty: 4836.744629
	Iteration 55Q: 3 clusters Score -1986895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1986898.625000 Penalty: 4836.744629
	Iteration 56Q: 3 clusters Score -1986899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1986896.125000 Penalty: 4836.744629
	Iteration 57Q: 3 clusters Score -1986896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1986896.625000 Penalty: 4836.744629
	Iteration 58Q: 3 clusters Score -1986897 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1986903.250000 Penalty: 4836.744629
	Iteration 59Q: 3 clusters Score -1986903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1986905.750000 Penalty: 4836.744629
	Iteration 60F: 3 clusters Score -1986906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1986903.750000 Penalty: 4836.744629
	Iteration 61Q: 3 clusters Score -1986904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1986901.500000 Penalty: 4836.744629
	Iteration 62Q: 3 clusters Score -1986902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1986901.500000 Penalty: 4836.744629
	Iteration 63Q: 3 clusters Score -1986902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1986904.375000 Penalty: 4836.744629
	Iteration 64Q: 3 clusters Score -1986904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1986902.875000 Penalty: 4836.744629
	Iteration 65Q: 3 clusters Score -1986903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1986911.875000 Penalty: 4836.744629
	Iteration 66Q: 3 clusters Score -1986912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1986915.000000 Penalty: 4836.744629
	Iteration 67Q: 3 clusters Score -1986915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1986918.000000 Penalty: 4836.744629
	Iteration 68Q: 3 clusters Score -1986918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1986920.625000 Penalty: 4836.744629
	Iteration 69Q: 3 clusters Score -1986921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1986922.125000 Penalty: 4836.744629
	Iteration 70Q: 3 clusters Score -1986922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1986919.875000 Penalty: 4836.744629
	Iteration 71Q: 3 clusters Score -1986920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1986920.500000 Penalty: 4836.744629
	Iteration 72Q: 3 clusters Score -1986920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1986925.625000 Penalty: 4836.744629
	Iteration 73Q: 3 clusters Score -1986926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1986924.375000 Penalty: 4836.744629
	Iteration 74Q: 3 clusters Score -1986924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1986929.750000 Penalty: 4836.744629
	Iteration 75Q: 3 clusters Score -1986930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1986936.125000 Penalty: 4836.744629
	Iteration 76Q: 3 clusters Score -1986936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1986937.500000 Penalty: 4836.744629
	Iteration 77Q: 3 clusters Score -1986938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1986937.000000 Penalty: 4836.744629
	Iteration 78Q: 3 clusters Score -1986937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1986939.375000 Penalty: 4836.744629
	Iteration 79Q: 3 clusters Score -1986939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1986942.375000 Penalty: 4836.744629
	Iteration 80F: 3 clusters Score -1986942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1986947.625000 Penalty: 4836.744629
	Iteration 81Q: 3 clusters Score -1986948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1986946.750000 Penalty: 4836.744629
	Iteration 82Q: 3 clusters Score -1986947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1986942.750000 Penalty: 4836.744629
	Iteration 83Q: 3 clusters Score -1986943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1986951.250000 Penalty: 4836.744629
	Iteration 84Q: 3 clusters Score -1986951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1986952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1986957.125000 Penalty: 4836.744629
	Iteration 86Q: 3 clusters Score -1986957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1986958.625000 Penalty: 4836.744629
	Iteration 87Q: 3 clusters Score -1986959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1986961.625000 Penalty: 4836.744629
	Iteration 88Q: 3 clusters Score -1986962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1986968.875000 Penalty: 4836.744629
	Iteration 89Q: 3 clusters Score -1986969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1986966.125000 Penalty: 4836.744629
	Iteration 90Q: 3 clusters Score -1986966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1986981.750000 Penalty: 4836.744629
	Iteration 91Q: 3 clusters Score -1986982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1986990.750000 Penalty: 4836.744629
	Iteration 92Q: 3 clusters Score -1986991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1986989.125000 Penalty: 4836.744629
	Iteration 93Q: 3 clusters Score -1986989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1986993.625000 Penalty: 4836.744629
	Iteration 94Q: 3 clusters Score -1986994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1986995.875000 Penalty: 4836.744629
	Iteration 95Q: 3 clusters Score -1986996 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1987003.000000 Penalty: 4836.744629
	Iteration 96Q: 3 clusters Score -1987003 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1987004.125000 Penalty: 4836.744629
	Iteration 97Q: 3 clusters Score -1987004 nChanged 31
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Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1987008.500000 Penalty: 4836.744629
	Iteration 98Q: 3 clusters Score -1987008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1987017.000000 Penalty: 4836.744629
	Iteration 99Q: 3 clusters Score -1987017 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1987024.375000 Penalty: 4836.744629
	Iteration 100F: 3 clusters Score -1987024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1987029.125000 Penalty: 4836.744629
	Iteration 101Q: 3 clusters Score -1987029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1987042.250000 Penalty: 4836.744629
	Iteration 102Q: 3 clusters Score -1987042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1987044.250000 Penalty: 4836.744629
	Iteration 103Q: 3 clusters Score -1987044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1987065.625000 Penalty: 4836.744629
	Iteration 104Q: 3 clusters Score -1987066 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1987086.000000 Penalty: 4836.744629
	Iteration 105Q: 3 clusters Score -1987086 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1987105.000000 Penalty: 4836.744629
	Iteration 106Q: 3 clusters Score -1987105 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1987125.875000 Penalty: 4836.744629
	Iteration 107Q: 3 clusters Score -1987126 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1987147.375000 Penalty: 4836.744629
	Iteration 108Q: 3 clusters Score -1987147 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1987159.875000 Penalty: 4836.744629
	Iteration 109Q: 3 clusters Score -1987160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1987179.625000 Penalty: 4836.744629
	Iteration 110Q: 3 clusters Score -1987180 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1987190.000000 Penalty: 4836.744629
	Iteration 111Q: 3 clusters Score -1987190 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1987203.125000 Penalty: 4836.744629
	Iteration 112Q: 3 clusters Score -1987203 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1987223.750000 Penalty: 4836.744629
	Iteration 113Q: 3 clusters Score -1987224 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1987248.250000 Penalty: 4836.744629
	Iteration 114Q: 3 clusters Score -1987248 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1987274.750000 Penalty: 4836.744629
	Iteration 115Q: 3 clusters Score -1987275 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1987305.375000 Penalty: 4836.744629
	Iteration 116Q: 3 clusters Score -1987305 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1987325.250000 Penalty: 4836.744629
	Iteration 117Q: 3 clusters Score -1987325 nChanged 95
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Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1987347.625000 Penalty: 4836.744629
	Iteration 118Q: 3 clusters Score -1987348 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1987361.875000 Penalty: 4836.744629
	Iteration 119Q: 3 clusters Score -1987362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1987386.000000 Penalty: 4836.744629
	Iteration 120F: 3 clusters Score -1987386 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1987409.625000 Penalty: 4836.744629
	Iteration 121Q: 3 clusters Score -1987410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1987426.625000 Penalty: 4836.744629
	Iteration 122Q: 3 clusters Score -1987427 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1987455.000000 Penalty: 4836.744629
	Iteration 123Q: 3 clusters Score -1987455 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1987467.125000 Penalty: 4836.744629
	Iteration 124Q: 3 clusters Score -1987467 nChanged 82
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Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1987482.375000 Penalty: 4836.744629
	Iteration 125Q: 3 clusters Score -1987482 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1987498 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1987517.625000 Penalty: 4836.744629
	Iteration 127Q: 3 clusters Score -1987518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1987522.000000 Penalty: 4836.744629
	Iteration 128Q: 3 clusters Score -1987522 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1987536.125000 Penalty: 4836.744629
	Iteration 129Q: 3 clusters Score -1987536 nChanged 53
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Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1987546.250000 Penalty: 4836.744629
	Iteration 130Q: 3 clusters Score -1987546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1987558.875000 Penalty: 4836.744629
	Iteration 131Q: 3 clusters Score -1987559 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1987568.375000 Penalty: 4836.744629
	Iteration 132Q: 3 clusters Score -1987568 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1987583.625000 Penalty: 4836.744629
	Iteration 133Q: 3 clusters Score -1987584 nChanged 49
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Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1987601.125000 Penalty: 4836.744629
	Iteration 134Q: 3 clusters Score -1987601 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1987616.625000 Penalty: 4836.744629
	Iteration 135Q: 3 clusters Score -1987617 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1987636.000000 Penalty: 4836.744629
	Iteration 136Q: 3 clusters Score -1987636 nChanged 58
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Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1987654.500000 Penalty: 4836.744629
	Iteration 137Q: 3 clusters Score -1987654 nChanged 51
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Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1987664.000000 Penalty: 4836.744629
	Iteration 138Q: 3 clusters Score -1987664 nChanged 35
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Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1987672.500000 Penalty: 4836.744629
	Iteration 139Q: 3 clusters Score -1987672 nChanged 44
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Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1987685.625000 Penalty: 4836.744629
	Iteration 140F: 3 clusters Score -1987686 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1987701.625000 Penalty: 4836.744629
	Iteration 141Q: 3 clusters Score -1987702 nChanged 43
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Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1987707.125000 Penalty: 4836.744629
	Iteration 142Q: 3 clusters Score -1987707 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1987720.250000 Penalty: 4836.744629
	Iteration 143Q: 3 clusters Score -1987720 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1987724.875000 Penalty: 4836.744629
	Iteration 144Q: 3 clusters Score -1987725 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1987734.875000 Penalty: 4836.744629
	Iteration 145Q: 3 clusters Score -1987735 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1987746.500000 Penalty: 4836.744629
	Iteration 146Q: 3 clusters Score -1987746 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1987770.500000 Penalty: 4836.744629
	Iteration 147Q: 3 clusters Score -1987770 nChanged 54
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Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1987789.000000 Penalty: 4836.744629
	Iteration 148Q: 3 clusters Score -1987789 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1987806.875000 Penalty: 4836.744629
	Iteration 149Q: 3 clusters Score -1987807 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1987815.125000 Penalty: 4836.744629
	Iteration 150Q: 3 clusters Score -1987815 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1987832.250000 Penalty: 4836.744629
	Iteration 151Q: 3 clusters Score -1987832 nChanged 32
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Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1987835.625000 Penalty: 4836.744629
	Iteration 152Q: 3 clusters Score -1987836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1987849.000000 Penalty: 4836.744629
	Iteration 153Q: 3 clusters Score -1987849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1987859.625000 Penalty: 4836.744629
	Iteration 154Q: 3 clusters Score -1987860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1987870.250000 Penalty: 4836.744629
	Iteration 155Q: 3 clusters Score -1987870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1987877.500000 Penalty: 4836.744629
	Iteration 156Q: 3 clusters Score -1987878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1987880.125000 Penalty: 4836.744629
	Iteration 157Q: 3 clusters Score -1987880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1987884.875000 Penalty: 4836.744629
	Iteration 158Q: 3 clusters Score -1987885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1987893.875000 Penalty: 4836.744629
	Iteration 159Q: 3 clusters Score -1987894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1987896.750000 Penalty: 4836.744629
	Iteration 160F: 3 clusters Score -1987897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1987899.875000 Penalty: 4836.744629
	Iteration 161Q: 3 clusters Score -1987900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1987904.750000 Penalty: 4836.744629
	Iteration 162Q: 3 clusters Score -1987905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1987906.250000 Penalty: 4836.744629
	Iteration 163Q: 3 clusters Score -1987906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1987907.875000 Penalty: 4836.744629
	Iteration 164Q: 3 clusters Score -1987908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1987911.625000 Penalty: 4836.744629
	Iteration 165Q: 3 clusters Score -1987912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1987913.500000 Penalty: 4836.744629
	Iteration 166Q: 3 clusters Score -1987914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1987917.750000 Penalty: 4836.744629
	Iteration 167Q: 3 clusters Score -1987918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1987921.250000 Penalty: 4836.744629
	Iteration 168Q: 3 clusters Score -1987921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1987918.875000 Penalty: 4836.744629
	Iteration 169Q: 3 clusters Score -1987919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1987921.625000 Penalty: 4836.744629
	Iteration 170Q: 3 clusters Score -1987922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1987922.500000 Penalty: 4836.744629
	Iteration 171Q: 3 clusters Score -1987922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1987924.250000 Penalty: 4836.744629
	Iteration 172Q: 3 clusters Score -1987924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1987923.750000 Penalty: 4836.744629
	Iteration 173Q: 3 clusters Score -1987924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1987922.125000 Penalty: 4836.744629
	Iteration 174Q: 3 clusters Score -1987922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1987925.125000 Penalty: 4836.744629
	Iteration 175Q: 3 clusters Score -1987925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1987925.125000 Penalty: 4836.744629
	Iteration 176Q: 3 clusters Score -1987925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1987926.125000 Penalty: 4836.744629
	Iteration 177Q: 3 clusters Score -1987926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1987928.375000 Penalty: 4836.744629
	Iteration 178Q: 3 clusters Score -1987928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1987930.125000 Penalty: 4836.744629
	Iteration 179Q: 3 clusters Score -1987930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1987934.250000 Penalty: 4836.744629
	Iteration 180F: 3 clusters Score -1987934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1987938.500000 Penalty: 4836.744629
	Iteration 181Q: 3 clusters Score -1987938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1987947.250000 Penalty: 4836.744629
	Iteration 182Q: 3 clusters Score -1987947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1987951.250000 Penalty: 4836.744629
	Iteration 183Q: 3 clusters Score -1987951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1987959.750000 Penalty: 4836.744629
	Iteration 184Q: 3 clusters Score -1987960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1987961.375000 Penalty: 4836.744629
	Iteration 185Q: 3 clusters Score -1987961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1987969.375000 Penalty: 4836.744629
	Iteration 186Q: 3 clusters Score -1987969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1987973.500000 Penalty: 4836.744629
	Iteration 187Q: 3 clusters Score -1987974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1987975.500000 Penalty: 4836.744629
	Iteration 188Q: 3 clusters Score -1987976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1987976.875000 Penalty: 4836.744629
	Iteration 189Q: 3 clusters Score -1987977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1987981.625000 Penalty: 4836.744629
	Iteration 190Q: 3 clusters Score -1987982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1987980.125000 Penalty: 4836.744629
	Iteration 191Q: 3 clusters Score -1987980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1987980.500000 Penalty: 4836.744629
	Iteration 192Q: 3 clusters Score -1987980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1987982.750000 Penalty: 4836.744629
	Iteration 193Q: 3 clusters Score -1987983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -1987982.125000 Penalty: 4836.744629
	Iteration 194Q: 3 clusters Score -1987982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1987983.000000 Penalty: 4836.744629
	Iteration 195Q: 3 clusters Score -1987983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1987983.000000 Penalty: 4836.744629
	Iteration 196Q: 3 clusters Score -1987983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1987985.500000 Penalty: 4836.744629
	Iteration 197Q: 3 clusters Score -1987986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1987985.500000 Penalty: 4836.744629
	Iteration 198F: 3 clusters Score -1987986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Entering Unmasked Estep 
Score: -1964453.750000 Penalty: 2414.883545
	Iteration 0F: 2 clusters Score -1964454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1952460.375000 Penalty: 4829.767090
	Iteration 0F: 3 clusters Score -1952460 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1956506.500000 Penalty: 4829.767090
	Iteration 1F: 3 clusters Score -1956506 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1957017.000000 Penalty: 4829.767090
	Iteration 2F: 3 clusters Score -1957017 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1957451.500000 Penalty: 4829.767090
	Iteration 3F: 3 clusters Score -1957452 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1957851.875000 Penalty: 4829.767090
	Iteration 4Q: 3 clusters Score -1957852 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1958210.000000 Penalty: 4829.767090
	Iteration 5Q: 3 clusters Score -1958210 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1958542.625000 Penalty: 4829.767090
	Iteration 6Q: 3 clusters Score -1958543 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1958902.875000 Penalty: 4829.767090
	Iteration 7Q: 3 clusters Score -1958903 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1959262.125000 Penalty: 4829.767090
	Iteration 8Q: 3 clusters Score -1959262 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1959617.625000 Penalty: 4829.767090
	Iteration 9Q: 3 clusters Score -1959618 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1959922.375000 Penalty: 4829.767090
	Iteration 10Q: 3 clusters Score -1959922 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1960217.375000 Penalty: 4829.767090
	Iteration 11Q: 3 clusters Score -1960217 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1960450.750000 Penalty: 4829.767090
	Iteration 12Q: 3 clusters Score -1960451 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1960640.500000 Penalty: 4829.767090
	Iteration 13Q: 3 clusters Score -1960640 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1960786.625000 Penalty: 4829.767090
	Iteration 14Q: 3 clusters Score -1960787 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1960899.875000 Penalty: 4829.767090
	Iteration 15Q: 3 clusters Score -1960900 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1960983.625000 Penalty: 4829.767090
	Iteration 16Q: 3 clusters Score -1960984 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1961048.375000 Penalty: 4829.767090
	Iteration 17Q: 3 clusters Score -1961048 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1961091.875000 Penalty: 4829.767090
	Iteration 18Q: 3 clusters Score -1961092 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1961138.875000 Penalty: 4829.767090
	Iteration 19Q: 3 clusters Score -1961139 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1961187.000000 Penalty: 4829.767090
	Iteration 20F: 3 clusters Score -1961187 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1961238.125000 Penalty: 4829.767090
	Iteration 21Q: 3 clusters Score -1961238 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1961290.250000 Penalty: 4829.767090
	Iteration 22Q: 3 clusters Score -1961290 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1961331.625000 Penalty: 4829.767090
	Iteration 23Q: 3 clusters Score -1961332 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1961382.750000 Penalty: 4829.767090
	Iteration 24Q: 3 clusters Score -1961383 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1961432.750000 Penalty: 4829.767090
	Iteration 25Q: 3 clusters Score -1961433 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1961486.625000 Penalty: 4829.767090
	Iteration 26Q: 3 clusters Score -1961487 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1961537.500000 Penalty: 4829.767090
	Iteration 27Q: 3 clusters Score -1961538 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1961582.375000 Penalty: 4829.767090
	Iteration 28Q: 3 clusters Score -1961582 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1961627.750000 Penalty: 4829.767090
	Iteration 29Q: 3 clusters Score -1961628 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1961675.375000 Penalty: 4829.767090
	Iteration 30Q: 3 clusters Score -1961675 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1961725.000000 Penalty: 4829.767090
	Iteration 31Q: 3 clusters Score -1961725 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1961765.625000 Penalty: 4829.767090
	Iteration 32Q: 3 clusters Score -1961766 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1961808.000000 Penalty: 4829.767090
	Iteration 33Q: 3 clusters Score -1961808 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1961846.750000 Penalty: 4829.767090
	Iteration 34Q: 3 clusters Score -1961847 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1961883.250000 Penalty: 4829.767090
	Iteration 35Q: 3 clusters Score -1961883 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1961924.500000 Penalty: 4829.767090
	Iteration 36Q: 3 clusters Score -1961924 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1961951.125000 Penalty: 4829.767090
	Iteration 37Q: 3 clusters Score -1961951 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1961983.125000 Penalty: 4829.767090
	Iteration 38Q: 3 clusters Score -1961983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1962001.500000 Penalty: 4829.767090
	Iteration 39Q: 3 clusters Score -1962002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1962019.375000 Penalty: 4829.767090
	Iteration 40F: 3 clusters Score -1962019 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1962050.875000 Penalty: 4829.767090
	Iteration 41Q: 3 clusters Score -1962051 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1962074.375000 Penalty: 4829.767090
	Iteration 42Q: 3 clusters Score -1962074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1962101.750000 Penalty: 4829.767090
	Iteration 43Q: 3 clusters Score -1962102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1962122.500000 Penalty: 4829.767090
	Iteration 44Q: 3 clusters Score -1962122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1962137.125000 Penalty: 4829.767090
	Iteration 45Q: 3 clusters Score -1962137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1962156.375000 Penalty: 4829.767090
	Iteration 46Q: 3 clusters Score -1962156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1962175.500000 Penalty: 4829.767090
	Iteration 47Q: 3 clusters Score -1962176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1962192.250000 Penalty: 4829.767090
	Iteration 48Q: 3 clusters Score -1962192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1962212.500000 Penalty: 4829.767090
	Iteration 49Q: 3 clusters Score -1962212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1962223.750000 Penalty: 4829.767090
	Iteration 50Q: 3 clusters Score -1962224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1962240.875000 Penalty: 4829.767090
	Iteration 51Q: 3 clusters Score -1962241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1962255.875000 Penalty: 4829.767090
	Iteration 52Q: 3 clusters Score -1962256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1962267.125000 Penalty: 4829.767090
	Iteration 53Q: 3 clusters Score -1962267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1962274.375000 Penalty: 4829.767090
	Iteration 54Q: 3 clusters Score -1962274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1962281.625000 Penalty: 4829.767090
	Iteration 55Q: 3 clusters Score -1962282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1962285.625000 Penalty: 4829.767090
	Iteration 56Q: 3 clusters Score -1962286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1962291.000000 Penalty: 4829.767090
	Iteration 57Q: 3 clusters Score -1962291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1962296.125000 Penalty: 4829.767090
	Iteration 58Q: 3 clusters Score -1962296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1962303.375000 Penalty: 4829.767090
	Iteration 59Q: 3 clusters Score -1962303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1962310.750000 Penalty: 4829.767090
	Iteration 60F: 3 clusters Score -1962311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1962312.625000 Penalty: 4829.767090
	Iteration 61Q: 3 clusters Score -1962313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1962314.625000 Penalty: 4829.767090
	Iteration 62Q: 3 clusters Score -1962315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1962316.250000 Penalty: 4829.767090
	Iteration 63Q: 3 clusters Score -1962316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1962316.750000 Penalty: 4829.767090
	Iteration 64Q: 3 clusters Score -1962317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1962317.125000 Penalty: 4829.767090
	Iteration 65Q: 3 clusters Score -1962317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1962322.000000 Penalty: 4829.767090
	Iteration 66Q: 3 clusters Score -1962322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1962323.000000 Penalty: 4829.767090
	Iteration 67Q: 3 clusters Score -1962323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1962325.750000 Penalty: 4829.767090
	Iteration 68Q: 3 clusters Score -1962326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1962330.250000 Penalty: 4829.767090
	Iteration 69Q: 3 clusters Score -1962330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1962336.750000 Penalty: 4829.767090
	Iteration 70Q: 3 clusters Score -1962337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1962338.625000 Penalty: 4829.767090
	Iteration 71Q: 3 clusters Score -1962339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1962338.625000 Penalty: 4829.767090
	Iteration 72F: 3 clusters Score -1962339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -82036.070312 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -82036.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80266.859375 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -80266.86 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80517.242188 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -80517.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -80605.625000 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -80605.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80657.445312 Penalty: 3336.211914
	Iteration 3Q: 3 clusters Score -80657.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -80686.367188 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -80686.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -80703.140625 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -80703.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -80726.921875 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -80726.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -80749.406250 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -80749.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -80799.664062 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -80799.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80856.562500 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -80856.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -80880.078125 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -80880.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -80909.843750 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -80909.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -80932.585938 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -80932.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -80960.726562 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -80960.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -80991.914062 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -80991.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -81041.968750 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -81041.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -81142.289062 Penalty: 3336.211914
	Iteration 16Q: 3 clusters Score -81142.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -81239.554688 Penalty: 3336.211914
	Iteration 17Q: 3 clusters Score -81239.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -81324.265625 Penalty: 3336.211914
	Iteration 18Q: 3 clusters Score -81324.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -81396.890625 Penalty: 3336.211914
	Iteration 19Q: 3 clusters Score -81396.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -81466.273438 Penalty: 3336.211914
	Iteration 20F: 3 clusters Score -81466.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -81601.921875 Penalty: 3336.211914
	Iteration 21Q: 3 clusters Score -81601.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -81667.929688 Penalty: 3336.211914
	Iteration 22Q: 3 clusters Score -81667.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -81730.695312 Penalty: 3336.211914
	Iteration 23Q: 3 clusters Score -81730.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -81793.250000 Penalty: 3336.211914
	Iteration 24Q: 3 clusters Score -81793.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -81799.531250 Penalty: 3336.211914
	Iteration 25Q: 3 clusters Score -81799.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -81811.914062 Penalty: 3336.211914
	Iteration 26Q: 3 clusters Score -81811.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -81811.914062 Penalty: 3336.211914
	Iteration 27F: 3 clusters Score -81811.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -823460.562500 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -823460.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -817595.312500 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -817595.3 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -819148.875000 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -819148.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -819390.687500 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -819390.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -819553.187500 Penalty: 4399.988281
	Iteration 3Q: 3 clusters Score -819553.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -819679.750000 Penalty: 4399.988281
	Iteration 4Q: 3 clusters Score -819679.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -819793.562500 Penalty: 4399.988281
	Iteration 5Q: 3 clusters Score -819793.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -819892.437500 Penalty: 4399.988281
	Iteration 6Q: 3 clusters Score -819892.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -819990.812500 Penalty: 4399.988281
	Iteration 7Q: 3 clusters Score -819990.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -820087.312500 Penalty: 4399.988281
	Iteration 8Q: 3 clusters Score -820087.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -820183.437500 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -820183.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -820286.187500 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -820286.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -820391.500000 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -820391.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -820516.687500 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -820516.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -820636.375000 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -820636.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -820755.000000 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -820755 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -820885.187500 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -820885.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -820996.875000 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -820996.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -821109.187500 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -821109.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -821202.375000 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -821202.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -821266.812500 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -821266.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -821297.375000 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -821297.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -821316.500000 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -821316.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -821329.812500 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -821329.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -821339.687500 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -821339.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -821353.312500 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -821353.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -821367.000000 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -821367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -821377.500000 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -821377.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -821385.625000 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -821385.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -821392.437500 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -821392.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -821401.125000 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -821401.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -821408.562500 Penalty: 4399.988281
	Iteration 30Q: 3 clusters Score -821408.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -821414.812500 Penalty: 4399.988281
	Iteration 31Q: 3 clusters Score -821414.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -821426.437500 Penalty: 4399.988281
	Iteration 32Q: 3 clusters Score -821426.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -821433.375000 Penalty: 4399.988281
	Iteration 33Q: 3 clusters Score -821433.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -821441.812500 Penalty: 4399.988281
	Iteration 34Q: 3 clusters Score -821441.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -821443.437500 Penalty: 4399.988281
	Iteration 35Q: 3 clusters Score -821443.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -821448.187500 Penalty: 4399.988281
	Iteration 36Q: 3 clusters Score -821448.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -821451.625000 Penalty: 4399.988281
	Iteration 37Q: 3 clusters Score -821451.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -821452.312500 Penalty: 4399.988281
	Iteration 38Q: 3 clusters Score -821452.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -821453.875000 Penalty: 4399.988281
	Iteration 39Q: 3 clusters Score -821453.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -821455.375000 Penalty: 4399.988281
	Iteration 40F: 3 clusters Score -821455.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -821457.187500 Penalty: 4399.988281
	Iteration 41Q: 3 clusters Score -821457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -821456.812500 Penalty: 4399.988281
	Iteration 42Q: 3 clusters Score -821456.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -821460.562500 Penalty: 4399.988281
	Iteration 43Q: 3 clusters Score -821460.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -821464.000000 Penalty: 4399.988281
	Iteration 44Q: 3 clusters Score -821464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -821469.812500 Penalty: 4399.988281
	Iteration 45Q: 3 clusters Score -821469.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -821472.937500 Penalty: 4399.988281
	Iteration 46Q: 3 clusters Score -821472.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -821475.875000 Penalty: 4399.988281
	Iteration 47Q: 3 clusters Score -821475.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -821483.000000 Penalty: 4399.988281
	Iteration 48Q: 3 clusters Score -821483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -821484.125000 Penalty: 4399.988281
	Iteration 49Q: 3 clusters Score -821484.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -821486.562500 Penalty: 4399.988281
	Iteration 50Q: 3 clusters Score -821486.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -821487.562500 Penalty: 4399.988281
	Iteration 51Q: 3 clusters Score -821487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -821487.562500 Penalty: 4399.988281
	Iteration 52Q: 3 clusters Score -821487.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -821487.562500 Penalty: 4399.988281
	Iteration 53F: 3 clusters Score -821487.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -33454.503906 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -33454.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32102.419922 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -32102.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32196.326172 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -32196.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32228.164062 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -32228.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32239.337891 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -32239.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32247.212891 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -32247.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32247.212891 Penalty: 2854.848145
	Iteration 5F: 3 clusters Score -32247.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Entering Unmasked Estep 
Score: -1889026.500000 Penalty: 2405.210449
	Iteration 0F: 2 clusters Score -1889026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1877331.250000 Penalty: 4810.420898
	Iteration 0F: 3 clusters Score -1877331 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1881086.500000 Penalty: 4810.420898
	Iteration 1F: 3 clusters Score -1881086 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1881433.875000 Penalty: 4810.420898
	Iteration 2F: 3 clusters Score -1881434 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1881733.250000 Penalty: 4810.420898
	Iteration 3Q: 3 clusters Score -1881733 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1881958.875000 Penalty: 4810.420898
	Iteration 4Q: 3 clusters Score -1881959 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1882137.250000 Penalty: 4810.420898
	Iteration 5Q: 3 clusters Score -1882137 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1882294.875000 Penalty: 4810.420898
	Iteration 6Q: 3 clusters Score -1882295 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1882430.750000 Penalty: 4810.420898
	Iteration 7Q: 3 clusters Score -1882431 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1882557.125000 Penalty: 4810.420898
	Iteration 8Q: 3 clusters Score -1882557 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1882686.125000 Penalty: 4810.420898
	Iteration 9Q: 3 clusters Score -1882686 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1882840.000000 Penalty: 4810.420898
	Iteration 10Q: 3 clusters Score -1882840 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1883022.375000 Penalty: 4810.420898
	Iteration 11Q: 3 clusters Score -1883022 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1883243.250000 Penalty: 4810.420898
	Iteration 12Q: 3 clusters Score -1883243 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1883554.250000 Penalty: 4810.420898
	Iteration 13Q: 3 clusters Score -1883554 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1883962.375000 Penalty: 4810.420898
	Iteration 14Q: 3 clusters Score -1883962 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1884428.875000 Penalty: 4810.420898
	Iteration 15Q: 3 clusters Score -1884429 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1884898.500000 Penalty: 4810.420898
	Iteration 16Q: 3 clusters Score -1884898 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1885249.750000 Penalty: 4810.420898
	Iteration 17Q: 3 clusters Score -1885250 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1885471.125000 Penalty: 4810.420898
	Iteration 18Q: 3 clusters Score -1885471 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1885625.125000 Penalty: 4810.420898
	Iteration 19Q: 3 clusters Score -1885625 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1885741.750000 Penalty: 4810.420898
	Iteration 20F: 3 clusters Score -1885742 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1885853.375000 Penalty: 4810.420898
	Iteration 21Q: 3 clusters Score -1885853 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1885961.250000 Penalty: 4810.420898
	Iteration 22Q: 3 clusters Score -1885961 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1886068.250000 Penalty: 4810.420898
	Iteration 23Q: 3 clusters Score -1886068 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1886160.500000 Penalty: 4810.420898
	Iteration 24Q: 3 clusters Score -1886160 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1886238.000000 Penalty: 4810.420898
	Iteration 25Q: 3 clusters Score -1886238 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1886296.875000 Penalty: 4810.420898
	Iteration 26Q: 3 clusters Score -1886297 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1886331.875000 Penalty: 4810.420898
	Iteration 27Q: 3 clusters Score -1886332 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1886386.500000 Penalty: 4810.420898
	Iteration 28Q: 3 clusters Score -1886386 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1886433.500000 Penalty: 4810.420898
	Iteration 29Q: 3 clusters Score -1886434 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1886467.750000 Penalty: 4810.420898
	Iteration 30Q: 3 clusters Score -1886468 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1886496.375000 Penalty: 4810.420898
	Iteration 31Q: 3 clusters Score -1886496 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1886533.000000 Penalty: 4810.420898
	Iteration 32Q: 3 clusters Score -1886533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1886557.750000 Penalty: 4810.420898
	Iteration 33Q: 3 clusters Score -1886558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1886571.750000 Penalty: 4810.420898
	Iteration 34Q: 3 clusters Score -1886572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1886592.000000 Penalty: 4810.420898
	Iteration 35Q: 3 clusters Score -1886592 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1886615.250000 Penalty: 4810.420898
	Iteration 36Q: 3 clusters Score -1886615 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1886644.125000 Penalty: 4810.420898
	Iteration 37Q: 3 clusters Score -1886644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1886657.750000 Penalty: 4810.420898
	Iteration 38Q: 3 clusters Score -1886658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1886672.625000 Penalty: 4810.420898
	Iteration 39Q: 3 clusters Score -1886673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1886681.375000 Penalty: 4810.420898
	Iteration 40F: 3 clusters Score -1886681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1886685.000000 Penalty: 4810.420898
	Iteration 41Q: 3 clusters Score -1886685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1886686.750000 Penalty: 4810.420898
	Iteration 42Q: 3 clusters Score -1886687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1886692.750000 Penalty: 4810.420898
	Iteration 43Q: 3 clusters Score -1886693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1886694.250000 Penalty: 4810.420898
	Iteration 44Q: 3 clusters Score -1886694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1886698.375000 Penalty: 4810.420898
	Iteration 45Q: 3 clusters Score -1886698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1886703.375000 Penalty: 4810.420898
	Iteration 46Q: 3 clusters Score -1886703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1886701.375000 Penalty: 4810.420898
	Iteration 47Q: 3 clusters Score -1886701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1886709.250000 Penalty: 4810.420898
	Iteration 48Q: 3 clusters Score -1886709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1886712.125000 Penalty: 4810.420898
	Iteration 49Q: 3 clusters Score -1886712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1886713.875000 Penalty: 4810.420898
	Iteration 50Q: 3 clusters Score -1886714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1886712.000000 Penalty: 4810.420898
	Iteration 51Q: 3 clusters Score -1886712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1886717.125000 Penalty: 4810.420898
	Iteration 52Q: 3 clusters Score -1886717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1886717.375000 Penalty: 4810.420898
	Iteration 53Q: 3 clusters Score -1886717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1886720.625000 Penalty: 4810.420898
	Iteration 54Q: 3 clusters Score -1886721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1886717.750000 Penalty: 4810.420898
	Iteration 55Q: 3 clusters Score -1886718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1886717.500000 Penalty: 4810.420898
	Iteration 56Q: 3 clusters Score -1886718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1886719.125000 Penalty: 4810.420898
	Iteration 57Q: 3 clusters Score -1886719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1886722.625000 Penalty: 4810.420898
	Iteration 58Q: 3 clusters Score -1886723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1886723.625000 Penalty: 4810.420898
	Iteration 59Q: 3 clusters Score -1886724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1886722.000000 Penalty: 4810.420898
	Iteration 60F: 3 clusters Score -1886722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1886721.000000 Penalty: 4810.420898
	Iteration 61Q: 3 clusters Score -1886721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1886725.250000 Penalty: 4810.420898
	Iteration 62Q: 3 clusters Score -1886725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1886723.500000 Penalty: 4810.420898
	Iteration 63Q: 3 clusters Score -1886724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1886724.125000 Penalty: 4810.420898
	Iteration 64Q: 3 clusters Score -1886724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1886727.625000 Penalty: 4810.420898
	Iteration 65Q: 3 clusters Score -1886728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1886726.750000 Penalty: 4810.420898
	Iteration 66Q: 3 clusters Score -1886727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1886729.000000 Penalty: 4810.420898
	Iteration 67Q: 3 clusters Score -1886729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1886729.500000 Penalty: 4810.420898
	Iteration 68Q: 3 clusters Score -1886730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1886727.500000 Penalty: 4810.420898
	Iteration 69Q: 3 clusters Score -1886728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1886731.375000 Penalty: 4810.420898
	Iteration 70Q: 3 clusters Score -1886731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1886732.875000 Penalty: 4810.420898
	Iteration 71Q: 3 clusters Score -1886733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1886733.375000 Penalty: 4810.420898
	Iteration 72Q: 3 clusters Score -1886733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1886733.500000 Penalty: 4810.420898
	Iteration 73Q: 3 clusters Score -1886734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1886735.625000 Penalty: 4810.420898
	Iteration 74Q: 3 clusters Score -1886736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1886733.000000 Penalty: 4810.420898
	Iteration 75Q: 3 clusters Score -1886733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1886733.000000 Penalty: 4810.420898
	Iteration 76Q: 3 clusters Score -1886733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1886730.375000 Penalty: 4810.420898
	Iteration 77Q: 3 clusters Score -1886730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1886736.875000 Penalty: 4810.420898
	Iteration 78Q: 3 clusters Score -1886737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1886737.875000 Penalty: 4810.420898
	Iteration 79Q: 3 clusters Score -1886738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1886737.500000 Penalty: 4810.420898
	Iteration 80F: 3 clusters Score -1886738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1886741.500000 Penalty: 4810.420898
	Iteration 81Q: 3 clusters Score -1886742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1886736.500000 Penalty: 4810.420898
	Iteration 82Q: 3 clusters Score -1886736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1886736.250000 Penalty: 4810.420898
	Iteration 83Q: 3 clusters Score -1886736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1886739.125000 Penalty: 4810.420898
	Iteration 84Q: 3 clusters Score -1886739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1886738.000000 Penalty: 4810.420898
	Iteration 85Q: 3 clusters Score -1886738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1886738.000000 Penalty: 4810.420898
	Iteration 86F: 3 clusters Score -1886738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -72665.539062 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -72665.54 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 345 members 
Entering Unmasked Estep 
Score: -70997.976562 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70997.98 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71203.281250 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -71203.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71255.765625 Penalty: 3232.031738
	Iteration 2Q: 3 clusters Score -71255.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71304.031250 Penalty: 3232.031738
	Iteration 3Q: 3 clusters Score -71304.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71325.953125 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -71325.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71338.273438 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -71338.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -71342.125000 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -71342.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -71343.718750 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -71343.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71345.601562 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -71345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71345.601562 Penalty: 3232.031738
	Iteration 9F: 3 clusters Score -71345.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -320988.937500 Penalty: 1988.619019
	Iteration 0F: 2 clusters Score -320988.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -317732.937500 Penalty: 3977.238037
	Iteration 0F: 3 clusters Score -317732.9 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -318466.062500 Penalty: 3977.238037
	Iteration 1F: 3 clusters Score -318466.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -318731.593750 Penalty: 3977.238037
	Iteration 2F: 3 clusters Score -318731.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -318925.531250 Penalty: 3977.238037
	Iteration 3F: 3 clusters Score -318925.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -319059.468750 Penalty: 3977.238037
	Iteration 4Q: 3 clusters Score -319059.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -319170.093750 Penalty: 3977.238037
	Iteration 5Q: 3 clusters Score -319170.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -319264.187500 Penalty: 3977.238037
	Iteration 6Q: 3 clusters Score -319264.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -319345.875000 Penalty: 3977.238037
	Iteration 7Q: 3 clusters Score -319345.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -319436.562500 Penalty: 3977.238037
	Iteration 8Q: 3 clusters Score -319436.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -319529.593750 Penalty: 3977.238037
	Iteration 9Q: 3 clusters Score -319529.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -319633.125000 Penalty: 3977.238037
	Iteration 10Q: 3 clusters Score -319633.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -319727.281250 Penalty: 3977.238037
	Iteration 11Q: 3 clusters Score -319727.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -319828.937500 Penalty: 3977.238037
	Iteration 12Q: 3 clusters Score -319828.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -319894.843750 Penalty: 3977.238037
	Iteration 13Q: 3 clusters Score -319894.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -319951.218750 Penalty: 3977.238037
	Iteration 14Q: 3 clusters Score -319951.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -319998.125000 Penalty: 3977.238037
	Iteration 15Q: 3 clusters Score -319998.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -320038.187500 Penalty: 3977.238037
	Iteration 16Q: 3 clusters Score -320038.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -320076.500000 Penalty: 3977.238037
	Iteration 17Q: 3 clusters Score -320076.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -320118.125000 Penalty: 3977.238037
	Iteration 18Q: 3 clusters Score -320118.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -320156.000000 Penalty: 3977.238037
	Iteration 19Q: 3 clusters Score -320156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -320202.875000 Penalty: 3977.238037
	Iteration 20F: 3 clusters Score -320202.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -320232.281250 Penalty: 3977.238037
	Iteration 21Q: 3 clusters Score -320232.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -320252.062500 Penalty: 3977.238037
	Iteration 22Q: 3 clusters Score -320252.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -320269.875000 Penalty: 3977.238037
	Iteration 23Q: 3 clusters Score -320269.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -320286.375000 Penalty: 3977.238037
	Iteration 24Q: 3 clusters Score -320286.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -320298.156250 Penalty: 3977.238037
	Iteration 25Q: 3 clusters Score -320298.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -320305.812500 Penalty: 3977.238037
	Iteration 26Q: 3 clusters Score -320305.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -320314.281250 Penalty: 3977.238037
	Iteration 27Q: 3 clusters Score -320314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -320316.531250 Penalty: 3977.238037
	Iteration 28Q: 3 clusters Score -320316.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -320317.937500 Penalty: 3977.238037
	Iteration 29Q: 3 clusters Score -320317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -320319.156250 Penalty: 3977.238037
	Iteration 30Q: 3 clusters Score -320319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -320320.468750 Penalty: 3977.238037
	Iteration 31Q: 3 clusters Score -320320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -320320.468750 Penalty: 3977.238037
	Iteration 32F: 3 clusters Score -320320.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (320735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320735 members 
Entering Unmasked Estep 
Score: -36378428.000000 Penalty: 3144.235840
	Iteration 0F: 2 clusters Score -3.637843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159927 members 
Mstep: Class 2 contains 160808 members 
Entering Unmasked Estep 
Score: -36189524.000000 Penalty: 6288.471680
	Iteration 0F: 3 clusters Score -3.618952e+07 nChanged 155062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153647 members 
Mstep: Class 2 contains 167088 members 
Entering Unmasked Estep 
Score: -36280892.000000 Penalty: 6288.471680
	Iteration 1F: 3 clusters Score -3.628089e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149508 members 
Mstep: Class 2 contains 171227 members 
Entering Unmasked Estep 
Score: -36283080.000000 Penalty: 6288.471680
	Iteration 2Q: 3 clusters Score -3.628308e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142958 members 
Mstep: Class 2 contains 177777 members 
Entering Unmasked Estep 
Score: -36285912.000000 Penalty: 6288.471680
	Iteration 3Q: 3 clusters Score -3.628591e+07 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132670 members 
Mstep: Class 2 contains 188065 members 
Entering Unmasked Estep 
Score: -36290688.000000 Penalty: 6288.471680
	Iteration 4Q: 3 clusters Score -3.629069e+07 nChanged 17244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117108 members 
Mstep: Class 2 contains 203627 members 
Entering Unmasked Estep 
Score: -36298808.000000 Penalty: 6288.471680
	Iteration 5F: 3 clusters Score -3.629881e+07 nChanged 22419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95597 members 
Mstep: Class 2 contains 225138 members 
Entering Unmasked Estep 
Score: -36311928.000000 Penalty: 6288.471680
	Iteration 6F: 3 clusters Score -3.631193e+07 nChanged 26353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 251079 members 
Entering Unmasked Estep 
Score: -36328072.000000 Penalty: 6288.471680
	Iteration 7F: 3 clusters Score -3.632807e+07 nChanged 25610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 276565 members 
Entering Unmasked Estep 
Score: -36343584.000000 Penalty: 6288.471680
	Iteration 8F: 3 clusters Score -3.634358e+07 nChanged 19822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 296371 members 
Entering Unmasked Estep 
Score: -36357636.000000 Penalty: 6288.471680
	Iteration 9F: 3 clusters Score -3.635764e+07 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 308872 members 
Entering Unmasked Estep 
Score: -36367176.000000 Penalty: 6288.471680
	Iteration 10Q: 3 clusters Score -3.636718e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 315251 members 
Entering Unmasked Estep 
Score: -36371932.000000 Penalty: 6288.471680
	Iteration 11Q: 3 clusters Score -3.637193e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 318003 members 
Entering Unmasked Estep 
Score: -36374128.000000 Penalty: 6288.471680
	Iteration 12Q: 3 clusters Score -3.637413e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 319023 members 
Entering Unmasked Estep 
Score: -36375016.000000 Penalty: 6288.471680
	Iteration 13Q: 3 clusters Score -3.637502e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 319426 members 
Entering Unmasked Estep 
Score: -36375396.000000 Penalty: 6288.471680
	Iteration 14Q: 3 clusters Score -3.63754e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 319615 members 
Entering Unmasked Estep 
Score: -36375560.000000 Penalty: 6288.471680
	Iteration 15Q: 3 clusters Score -3.637556e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 319735 members 
Entering Unmasked Estep 
Score: -36375676.000000 Penalty: 6288.471680
	Iteration 16Q: 3 clusters Score -3.637568e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 319806 members 
Entering Unmasked Estep 
Score: -36375692.000000 Penalty: 6288.471680
	Iteration 17Q: 3 clusters Score -3.637569e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 319839 members 
Entering Unmasked Estep 
Score: -36375668.000000 Penalty: 6288.471680
	Iteration 18Q: 3 clusters Score -3.637567e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 319861 members 
Entering Unmasked Estep 
Score: -36375672.000000 Penalty: 6288.471680
	Iteration 19Q: 3 clusters Score -3.637567e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 319886 members 
Entering Unmasked Estep 
Score: -36375704.000000 Penalty: 6288.471680
	Iteration 20F: 3 clusters Score -3.63757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 319893 members 
Entering Unmasked Estep 
Score: -36375712.000000 Penalty: 6288.471680
	Iteration 21Q: 3 clusters Score -3.637571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 319906 members 
Entering Unmasked Estep 
Score: -36375764.000000 Penalty: 6288.471680
	Iteration 22Q: 3 clusters Score -3.637576e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 319914 members 
Entering Unmasked Estep 
Score: -36375796.000000 Penalty: 6288.471680
	Iteration 23Q: 3 clusters Score -3.63758e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 319932 members 
Entering Unmasked Estep 
Score: -36375800.000000 Penalty: 6288.471680
	Iteration 24Q: 3 clusters Score -3.63758e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 319947 members 
Entering Unmasked Estep 
Score: -36375800.000000 Penalty: 6288.471680
	Iteration 25Q: 3 clusters Score -3.63758e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 319961 members 
Entering Unmasked Estep 
Score: -36375840.000000 Penalty: 6288.471680
	Iteration 26Q: 3 clusters Score -3.637584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 319971 members 
Entering Unmasked Estep 
Score: -36375804.000000 Penalty: 6288.471680
	Iteration 27Q: 3 clusters Score -3.63758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 319973 members 
Entering Unmasked Estep 
Score: -36375828.000000 Penalty: 6288.471680
	Iteration 28Q: 3 clusters Score -3.637583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 319975 members 
Entering Unmasked Estep 
Score: -36375820.000000 Penalty: 6288.471680
	Iteration 29Q: 3 clusters Score -3.637582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 319979 members 
Entering Unmasked Estep 
Score: -36375828.000000 Penalty: 6288.471680
	Iteration 30Q: 3 clusters Score -3.637583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 319979 members 
Entering Unmasked Estep 
Score: -36375828.000000 Penalty: 6288.471680
	Iteration 31Q: 3 clusters Score -3.637583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 319979 members 
Entering Unmasked Estep 
Score: -36375844.000000 Penalty: 6288.471680
	Iteration 32Q: 3 clusters Score -3.637584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 319980 members 
Entering Unmasked Estep 
Score: -36375848.000000 Penalty: 6288.471680
	Iteration 33Q: 3 clusters Score -3.637585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 319981 members 
Entering Unmasked Estep 
Score: -36375836.000000 Penalty: 6288.471680
	Iteration 34Q: 3 clusters Score -3.637584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 319980 members 
Entering Unmasked Estep 
Score: -36375832.000000 Penalty: 6288.471680
	Iteration 35Q: 3 clusters Score -3.637583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 319980 members 
Entering Unmasked Estep 
Score: -36375832.000000 Penalty: 6288.471680
	Iteration 36F: 3 clusters Score -3.637583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Entering Unmasked Estep 
Score: -300547.281250 Penalty: 1957.050049
	Iteration 0F: 2 clusters Score -300547.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -297478.218750 Penalty: 3914.100098
	Iteration 0F: 3 clusters Score -297478.2 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -298082.656250 Penalty: 3914.100098
	Iteration 1F: 3 clusters Score -298082.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -298258.906250 Penalty: 3914.100098
	Iteration 2F: 3 clusters Score -298258.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -298411.750000 Penalty: 3914.100098
	Iteration 3F: 3 clusters Score -298411.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -298528.375000 Penalty: 3914.100098
	Iteration 4Q: 3 clusters Score -298528.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -298680.781250 Penalty: 3914.100098
	Iteration 5Q: 3 clusters Score -298680.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -298885.281250 Penalty: 3914.100098
	Iteration 6F: 3 clusters Score -298885.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -299141.437500 Penalty: 3914.100098
	Iteration 7F: 3 clusters Score -299141.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -299456.968750 Penalty: 3914.100098
	Iteration 8F: 3 clusters Score -299457 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -299762.093750 Penalty: 3914.100098
	Iteration 9F: 3 clusters Score -299762.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -299964.125000 Penalty: 3914.100098
	Iteration 10F: 3 clusters Score -299964.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -300089.656250 Penalty: 3914.100098
	Iteration 11Q: 3 clusters Score -300089.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -300160.093750 Penalty: 3914.100098
	Iteration 12Q: 3 clusters Score -300160.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -300218.000000 Penalty: 3914.100098
	Iteration 13Q: 3 clusters Score -300218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -300266.500000 Penalty: 3914.100098
	Iteration 14Q: 3 clusters Score -300266.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -300300.593750 Penalty: 3914.100098
	Iteration 15Q: 3 clusters Score -300300.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -300309.437500 Penalty: 3914.100098
	Iteration 16Q: 3 clusters Score -300309.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -300315.437500 Penalty: 3914.100098
	Iteration 17Q: 3 clusters Score -300315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -300316.750000 Penalty: 3914.100098
	Iteration 18Q: 3 clusters Score -300316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -300317.843750 Penalty: 3914.100098
	Iteration 19Q: 3 clusters Score -300317.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -300317.843750 Penalty: 3914.100098
	Iteration 20F: 3 clusters Score -300317.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Entering Unmasked Estep 
Score: -5300879.500000 Penalty: 2664.634521
	Iteration 0F: 2 clusters Score -5300880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -5269475.500000 Penalty: 5329.269043
	Iteration 0F: 3 clusters Score -5269476 nChanged 21214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -5281225.000000 Penalty: 5329.269043
	Iteration 1F: 3 clusters Score -5281225 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -5281655.000000 Penalty: 5329.269043
	Iteration 2Q: 3 clusters Score -5281655 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -5282068.500000 Penalty: 5329.269043
	Iteration 3Q: 3 clusters Score -5282068 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -5282400.000000 Penalty: 5329.269043
	Iteration 4Q: 3 clusters Score -5282400 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -5282733.500000 Penalty: 5329.269043
	Iteration 5Q: 3 clusters Score -5282734 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -5283127.500000 Penalty: 5329.269043
	Iteration 6Q: 3 clusters Score -5283128 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -5283621.500000 Penalty: 5329.269043
	Iteration 7Q: 3 clusters Score -5283622 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -5284412.000000 Penalty: 5329.269043
	Iteration 8Q: 3 clusters Score -5284412 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -5285794.500000 Penalty: 5329.269043
	Iteration 9F: 3 clusters Score -5285794 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -5287882.500000 Penalty: 5329.269043
	Iteration 10F: 3 clusters Score -5287882 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -5290767.000000 Penalty: 5329.269043
	Iteration 11F: 3 clusters Score -5290767 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -5293819.000000 Penalty: 5329.269043
	Iteration 12F: 3 clusters Score -5293819 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5296011.500000 Penalty: 5329.269043
	Iteration 13F: 3 clusters Score -5296012 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5297207.000000 Penalty: 5329.269043
	Iteration 14Q: 3 clusters Score -5297207 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5297813.500000 Penalty: 5329.269043
	Iteration 15Q: 3 clusters Score -5297814 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5298132.500000 Penalty: 5329.269043
	Iteration 16Q: 3 clusters Score -5298132 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5298326.000000 Penalty: 5329.269043
	Iteration 17Q: 3 clusters Score -5298326 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5298446.000000 Penalty: 5329.269043
	Iteration 18Q: 3 clusters Score -5298446 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5298519.500000 Penalty: 5329.269043
	Iteration 19Q: 3 clusters Score -5298520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5298557.000000 Penalty: 5329.269043
	Iteration 20F: 3 clusters Score -5298557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5298581.000000 Penalty: 5329.269043
	Iteration 21Q: 3 clusters Score -5298581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5298598.500000 Penalty: 5329.269043
	Iteration 22Q: 3 clusters Score -5298598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5298605.000000 Penalty: 5329.269043
	Iteration 23Q: 3 clusters Score -5298605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5298625.000000 Penalty: 5329.269043
	Iteration 24Q: 3 clusters Score -5298625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5298635.000000 Penalty: 5329.269043
	Iteration 25Q: 3 clusters Score -5298635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5298647.000000 Penalty: 5329.269043
	Iteration 26Q: 3 clusters Score -5298647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5298656.000000 Penalty: 5329.269043
	Iteration 27Q: 3 clusters Score -5298656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5298675.500000 Penalty: 5329.269043
	Iteration 28Q: 3 clusters Score -5298676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5298686.000000 Penalty: 5329.269043
	Iteration 29Q: 3 clusters Score -5298686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5298689.000000 Penalty: 5329.269043
	Iteration 30Q: 3 clusters Score -5298689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5298688.000000 Penalty: 5329.269043
	Iteration 31Q: 3 clusters Score -5298688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5298688.500000 Penalty: 5329.269043
	Iteration 32Q: 3 clusters Score -5298688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5298695.000000 Penalty: 5329.269043
	Iteration 33Q: 3 clusters Score -5298695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5298692.000000 Penalty: 5329.269043
	Iteration 34Q: 3 clusters Score -5298692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5298696.500000 Penalty: 5329.269043
	Iteration 35Q: 3 clusters Score -5298696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5298698.000000 Penalty: 5329.269043
	Iteration 36Q: 3 clusters Score -5298698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5298697.000000 Penalty: 5329.269043
	Iteration 37Q: 3 clusters Score -5298697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5298699.500000 Penalty: 5329.269043
	Iteration 38Q: 3 clusters Score -5298700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5298699.500000 Penalty: 5329.269043
	Iteration 39F: 3 clusters Score -5298700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Entering Unmasked Estep 
Score: -2333204.000000 Penalty: 2458.053467
	Iteration 0F: 2 clusters Score -2333204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2318986.750000 Penalty: 4916.106934
	Iteration 0F: 3 clusters Score -2318987 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2323657.500000 Penalty: 4916.106934
	Iteration 1F: 3 clusters Score -2323658 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2323995.500000 Penalty: 4916.106934
	Iteration 2F: 3 clusters Score -2323996 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2324276.000000 Penalty: 4916.106934
	Iteration 3Q: 3 clusters Score -2324276 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2324489.750000 Penalty: 4916.106934
	Iteration 4Q: 3 clusters Score -2324490 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2324706.000000 Penalty: 4916.106934
	Iteration 5Q: 3 clusters Score -2324706 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2324917.750000 Penalty: 4916.106934
	Iteration 6Q: 3 clusters Score -2324918 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2325152.750000 Penalty: 4916.106934
	Iteration 7Q: 3 clusters Score -2325153 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2325418.250000 Penalty: 4916.106934
	Iteration 8Q: 3 clusters Score -2325418 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2325706.000000 Penalty: 4916.106934
	Iteration 9Q: 3 clusters Score -2325706 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2326027.500000 Penalty: 4916.106934
	Iteration 10Q: 3 clusters Score -2326028 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2326436.750000 Penalty: 4916.106934
	Iteration 11Q: 3 clusters Score -2326437 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2326882.250000 Penalty: 4916.106934
	Iteration 12Q: 3 clusters Score -2326882 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2327394.500000 Penalty: 4916.106934
	Iteration 13Q: 3 clusters Score -2327394 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2327940.500000 Penalty: 4916.106934
	Iteration 14Q: 3 clusters Score -2327940 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2328458.250000 Penalty: 4916.106934
	Iteration 15Q: 3 clusters Score -2328458 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2328891.500000 Penalty: 4916.106934
	Iteration 16Q: 3 clusters Score -2328892 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2329251.750000 Penalty: 4916.106934
	Iteration 17Q: 3 clusters Score -2329252 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2329548.750000 Penalty: 4916.106934
	Iteration 18Q: 3 clusters Score -2329549 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2329823.000000 Penalty: 4916.106934
	Iteration 19Q: 3 clusters Score -2329823 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2330048.000000 Penalty: 4916.106934
	Iteration 20F: 3 clusters Score -2330048 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2330259.750000 Penalty: 4916.106934
	Iteration 21Q: 3 clusters Score -2330260 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2330458.750000 Penalty: 4916.106934
	Iteration 22Q: 3 clusters Score -2330459 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2330624.000000 Penalty: 4916.106934
	Iteration 23Q: 3 clusters Score -2330624 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2330754.500000 Penalty: 4916.106934
	Iteration 24Q: 3 clusters Score -2330754 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2330859.000000 Penalty: 4916.106934
	Iteration 25Q: 3 clusters Score -2330859 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2330940.250000 Penalty: 4916.106934
	Iteration 26Q: 3 clusters Score -2330940 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2331025.750000 Penalty: 4916.106934
	Iteration 27Q: 3 clusters Score -2331026 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2331103.250000 Penalty: 4916.106934
	Iteration 28Q: 3 clusters Score -2331103 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2331159.500000 Penalty: 4916.106934
	Iteration 29Q: 3 clusters Score -2331160 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2331213.250000 Penalty: 4916.106934
	Iteration 30Q: 3 clusters Score -2331213 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2331256.750000 Penalty: 4916.106934
	Iteration 31Q: 3 clusters Score -2331257 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2331321.750000 Penalty: 4916.106934
	Iteration 32Q: 3 clusters Score -2331322 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2331370.750000 Penalty: 4916.106934
	Iteration 33Q: 3 clusters Score -2331371 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2331402.250000 Penalty: 4916.106934
	Iteration 34Q: 3 clusters Score -2331402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2331429.250000 Penalty: 4916.106934
	Iteration 35Q: 3 clusters Score -2331429 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2331453.250000 Penalty: 4916.106934
	Iteration 36Q: 3 clusters Score -2331453 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2331479.750000 Penalty: 4916.106934
	Iteration 37Q: 3 clusters Score -2331480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2331494.500000 Penalty: 4916.106934
	Iteration 38Q: 3 clusters Score -2331494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2331512.500000 Penalty: 4916.106934
	Iteration 39Q: 3 clusters Score -2331512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2331531.250000 Penalty: 4916.106934
	Iteration 40F: 3 clusters Score -2331531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2331551.250000 Penalty: 4916.106934
	Iteration 41Q: 3 clusters Score -2331551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2331570.250000 Penalty: 4916.106934
	Iteration 42Q: 3 clusters Score -2331570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2331584.000000 Penalty: 4916.106934
	Iteration 43Q: 3 clusters Score -2331584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2331593.500000 Penalty: 4916.106934
	Iteration 44Q: 3 clusters Score -2331594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2331605.000000 Penalty: 4916.106934
	Iteration 45Q: 3 clusters Score -2331605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2331618.500000 Penalty: 4916.106934
	Iteration 46Q: 3 clusters Score -2331618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2331628.750000 Penalty: 4916.106934
	Iteration 47Q: 3 clusters Score -2331629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2331634.250000 Penalty: 4916.106934
	Iteration 48Q: 3 clusters Score -2331634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2331642.500000 Penalty: 4916.106934
	Iteration 49Q: 3 clusters Score -2331642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2331647.750000 Penalty: 4916.106934
	Iteration 50Q: 3 clusters Score -2331648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2331654.500000 Penalty: 4916.106934
	Iteration 51Q: 3 clusters Score -2331654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2331656.500000 Penalty: 4916.106934
	Iteration 52Q: 3 clusters Score -2331656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2331659.500000 Penalty: 4916.106934
	Iteration 53Q: 3 clusters Score -2331660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2331661.500000 Penalty: 4916.106934
	Iteration 54Q: 3 clusters Score -2331662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2331661.250000 Penalty: 4916.106934
	Iteration 55Q: 3 clusters Score -2331661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2331662.000000 Penalty: 4916.106934
	Iteration 56Q: 3 clusters Score -2331662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2331664.000000 Penalty: 4916.106934
	Iteration 57Q: 3 clusters Score -2331664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2331666.750000 Penalty: 4916.106934
	Iteration 58Q: 3 clusters Score -2331667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2331667.750000 Penalty: 4916.106934
	Iteration 59Q: 3 clusters Score -2331668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2331664.500000 Penalty: 4916.106934
	Iteration 60F: 3 clusters Score -2331664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2331666.250000 Penalty: 4916.106934
	Iteration 61Q: 3 clusters Score -2331666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2331667.750000 Penalty: 4916.106934
	Iteration 62Q: 3 clusters Score -2331668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2331671.000000 Penalty: 4916.106934
	Iteration 63Q: 3 clusters Score -2331671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2331672.500000 Penalty: 4916.106934
	Iteration 64Q: 3 clusters Score -2331672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2331677.750000 Penalty: 4916.106934
	Iteration 65Q: 3 clusters Score -2331678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2331675.000000 Penalty: 4916.106934
	Iteration 66Q: 3 clusters Score -2331675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2331675.000000 Penalty: 4916.106934
	Iteration 67Q: 3 clusters Score -2331675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2331674.000000 Penalty: 4916.106934
	Iteration 68Q: 3 clusters Score -2331674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2331673.500000 Penalty: 4916.106934
	Iteration 69Q: 3 clusters Score -2331674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2331673.500000 Penalty: 4916.106934
	Iteration 70Q: 3 clusters Score -2331674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2331677.250000 Penalty: 4916.106934
	Iteration 71Q: 3 clusters Score -2331677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2331674.250000 Penalty: 4916.106934
	Iteration 72Q: 3 clusters Score -2331674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2331673.750000 Penalty: 4916.106934
	Iteration 73Q: 3 clusters Score -2331674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2331674.000000 Penalty: 4916.106934
	Iteration 74Q: 3 clusters Score -2331674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2331674.000000 Penalty: 4916.106934
	Iteration 75F: 3 clusters Score -2331674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -73277.539062 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -73277.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -71571.953125 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -71571.95 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -71869.195312 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -71869.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72040.851562 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -72040.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -72186.218750 Penalty: 3292.080078
	Iteration 3F: 3 clusters Score -72186.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72323.257812 Penalty: 3292.080078
	Iteration 4Q: 3 clusters Score -72323.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72458.625000 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -72458.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72618.179688 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -72618.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72723.226562 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -72723.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -72807.976562 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -72807.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -72845.335938 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -72845.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72869.375000 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -72869.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -72881.445312 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -72881.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72896.289062 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -72896.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72904.015625 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -72904.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72906.960938 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -72906.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72910.179688 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -72910.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72912.789062 Penalty: 3292.080078
	Iteration 16F: 3 clusters Score -72912.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72917.140625 Penalty: 3292.080078
	Iteration 17Q: 3 clusters Score -72917.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72917.140625 Penalty: 3292.080078
	Iteration 18F: 3 clusters Score -72917.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (129391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129391 members 
Entering Unmasked Estep 
Score: -14673699.000000 Penalty: 2919.107178
	Iteration 0F: 2 clusters Score -1.46737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -14587896.000000 Penalty: 5838.214355
	Iteration 0F: 3 clusters Score -1.45879e+07 nChanged 61758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -14624564.000000 Penalty: 5838.214355
	Iteration 1F: 3 clusters Score -1.462456e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -14626177.000000 Penalty: 5838.214355
	Iteration 2Q: 3 clusters Score -1.462618e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -14628310.000000 Penalty: 5838.214355
	Iteration 3Q: 3 clusters Score -1.462831e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -14631556.000000 Penalty: 5838.214355
	Iteration 4Q: 3 clusters Score -1.463156e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -14635899.000000 Penalty: 5838.214355
	Iteration 5F: 3 clusters Score -1.46359e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -14641090.000000 Penalty: 5838.214355
	Iteration 6F: 3 clusters Score -1.464109e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -14647316.000000 Penalty: 5838.214355
	Iteration 7F: 3 clusters Score -1.464732e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87417 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -14653586.000000 Penalty: 5838.214355
	Iteration 8F: 3 clusters Score -1.465359e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -14658306.000000 Penalty: 5838.214355
	Iteration 9F: 3 clusters Score -1.465831e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95564 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -14661222.000000 Penalty: 5838.214355
	Iteration 10Q: 3 clusters Score -1.466122e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98578 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -14662964.000000 Penalty: 5838.214355
	Iteration 11Q: 3 clusters Score -1.466296e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101268 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -14664293.000000 Penalty: 5838.214355
	Iteration 12Q: 3 clusters Score -1.466429e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -14665314.000000 Penalty: 5838.214355
	Iteration 13Q: 3 clusters Score -1.466531e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105848 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -14666283.000000 Penalty: 5838.214355
	Iteration 14Q: 3 clusters Score -1.466628e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107905 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -14667181.000000 Penalty: 5838.214355
	Iteration 15Q: 3 clusters Score -1.466718e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -14667939.000000 Penalty: 5838.214355
	Iteration 16Q: 3 clusters Score -1.466794e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -14668693.000000 Penalty: 5838.214355
	Iteration 17Q: 3 clusters Score -1.466869e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113127 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -14669259.000000 Penalty: 5838.214355
	Iteration 18Q: 3 clusters Score -1.466926e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114616 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -14669902.000000 Penalty: 5838.214355
	Iteration 19Q: 3 clusters Score -1.46699e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115919 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -14670508.000000 Penalty: 5838.214355
	Iteration 20F: 3 clusters Score -1.467051e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117109 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -14671062.000000 Penalty: 5838.214355
	Iteration 21Q: 3 clusters Score -1.467106e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118174 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -14671537.000000 Penalty: 5838.214355
	Iteration 22Q: 3 clusters Score -1.467154e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119084 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -14672004.000000 Penalty: 5838.214355
	Iteration 23Q: 3 clusters Score -1.4672e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119875 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -14672380.000000 Penalty: 5838.214355
	Iteration 24Q: 3 clusters Score -1.467238e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120582 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -14672679.000000 Penalty: 5838.214355
	Iteration 25Q: 3 clusters Score -1.467268e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121153 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -14672968.000000 Penalty: 5838.214355
	Iteration 26Q: 3 clusters Score -1.467297e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121670 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -14673119.000000 Penalty: 5838.214355
	Iteration 27Q: 3 clusters Score -1.467312e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122099 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -14673327.000000 Penalty: 5838.214355
	Iteration 28Q: 3 clusters Score -1.467333e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122445 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -14673476.000000 Penalty: 5838.214355
	Iteration 29Q: 3 clusters Score -1.467348e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122727 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -14673540.000000 Penalty: 5838.214355
	Iteration 30Q: 3 clusters Score -1.467354e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122967 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -14673605.000000 Penalty: 5838.214355
	Iteration 31Q: 3 clusters Score -1.46736e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123186 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -14673631.000000 Penalty: 5838.214355
	Iteration 32Q: 3 clusters Score -1.467363e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123353 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -14673679.000000 Penalty: 5838.214355
	Iteration 33Q: 3 clusters Score -1.467368e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123466 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -14673698.000000 Penalty: 5838.214355
	Iteration 34Q: 3 clusters Score -1.46737e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123572 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -14673714.000000 Penalty: 5838.214355
	Iteration 35Q: 3 clusters Score -1.467371e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123651 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -14673737.000000 Penalty: 5838.214355
	Iteration 36Q: 3 clusters Score -1.467374e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123726 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -14673740.000000 Penalty: 5838.214355
	Iteration 37Q: 3 clusters Score -1.467374e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123783 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -14673752.000000 Penalty: 5838.214355
	Iteration 38Q: 3 clusters Score -1.467375e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123831 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -14673742.000000 Penalty: 5838.214355
	Iteration 39Q: 3 clusters Score -1.467374e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123885 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -14673737.000000 Penalty: 5838.214355
	Iteration 40F: 3 clusters Score -1.467374e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123928 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -14673761.000000 Penalty: 5838.214355
	Iteration 41Q: 3 clusters Score -1.467376e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123964 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -14673756.000000 Penalty: 5838.214355
	Iteration 42Q: 3 clusters Score -1.467376e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123990 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -14673753.000000 Penalty: 5838.214355
	Iteration 43Q: 3 clusters Score -1.467375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124006 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -14673763.000000 Penalty: 5838.214355
	Iteration 44Q: 3 clusters Score -1.467376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124020 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -14673755.000000 Penalty: 5838.214355
	Iteration 45Q: 3 clusters Score -1.467376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124031 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -14673751.000000 Penalty: 5838.214355
	Iteration 46Q: 3 clusters Score -1.467375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124043 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -14673753.000000 Penalty: 5838.214355
	Iteration 47Q: 3 clusters Score -1.467375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124052 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -14673755.000000 Penalty: 5838.214355
	Iteration 48Q: 3 clusters Score -1.467376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124058 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -14673751.000000 Penalty: 5838.214355
	Iteration 49Q: 3 clusters Score -1.467375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124060 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -14673747.000000 Penalty: 5838.214355
	Iteration 50Q: 3 clusters Score -1.467375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124062 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -14673749.000000 Penalty: 5838.214355
	Iteration 51Q: 3 clusters Score -1.467375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124063 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -14673752.000000 Penalty: 5838.214355
	Iteration 52Q: 3 clusters Score -1.467375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124065 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -14673760.000000 Penalty: 5838.214355
	Iteration 53Q: 3 clusters Score -1.467376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124068 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -14673758.000000 Penalty: 5838.214355
	Iteration 54Q: 3 clusters Score -1.467376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124070 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -14673749.000000 Penalty: 5838.214355
	Iteration 55Q: 3 clusters Score -1.467375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124072 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -14673745.000000 Penalty: 5838.214355
	Iteration 56Q: 3 clusters Score -1.467374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124071 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -14673748.000000 Penalty: 5838.214355
	Iteration 57Q: 3 clusters Score -1.467375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124071 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -14673754.000000 Penalty: 5838.214355
	Iteration 58Q: 3 clusters Score -1.467375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124072 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -14673758.000000 Penalty: 5838.214355
	Iteration 59Q: 3 clusters Score -1.467376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124074 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -14673749.000000 Penalty: 5838.214355
	Iteration 60F: 3 clusters Score -1.467375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41835 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320735 members 
Mstep: Class 16 contains 5317 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 124074 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
Score: -70760000.000000 Penalty: 72880.484375
Splitting cluster 21 changes total score from -70760712.000000 to -70760000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -125283.125000 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -125283.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -123268.484375 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -123268.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -123549.078125 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -123549.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -123629.398438 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -123629.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -123662.867188 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -123662.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -123692.085938 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -123692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -123699.453125 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -123699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -123701.187500 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -123701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -123703.945312 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -123703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -123707.320312 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -123707.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -123709.351562 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -123709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -123711.265625 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -123711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -123711.265625 Penalty: 3484.226074
	Iteration 11F: 3 clusters Score -123711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41835 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320735 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129391 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760688.000000 Penalty: 69567.734375
Iteration 239Q: 22 clusters Score -7.076069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41835 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16293 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320736 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129389 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760688.000000 Penalty: 69567.734375
Iteration 240F: 22 clusters Score -7.076069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41835 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16293 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320737 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129388 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760664.000000 Penalty: 69567.734375
Iteration 241Q: 22 clusters Score -7.076066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41835 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16293 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320738 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129387 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760672.000000 Penalty: 69567.734375
Iteration 242Q: 22 clusters Score -7.076067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41835 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16293 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320739 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129386 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760664.000000 Penalty: 69567.734375
Iteration 243Q: 22 clusters Score -7.076066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41835 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16293 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320741 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129384 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760672.000000 Penalty: 69567.734375
Iteration 244Q: 22 clusters Score -7.076067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41836 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16293 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320740 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129384 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760680.000000 Penalty: 69567.734375
Iteration 245Q: 22 clusters Score -7.076068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41836 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16293 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320740 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129384 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70760680.000000 Penalty: 69567.734375
Iteration 246F: 22 clusters Score -7.076068e+07 nChanged 0
Entering ConstructFrom: 
Score: -70760680.000000 Penalty: 69567.734375
Entering ConstructFrom: 
Trying to split cluster 1 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -52398.050781 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -52398.05 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 275 members 
Entering Unmasked Estep 
Score: -50854.726562 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -50854.73 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51030.492188 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -51030.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51080.542969 Penalty: 3121.535889
	Iteration 2Q: 3 clusters Score -51080.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51103.921875 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -51103.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51126.339844 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -51126.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51130.757812 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -51130.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51130.757812 Penalty: 3121.535889
	Iteration 6F: 3 clusters Score -51130.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -496456.656250 Penalty: 2088.110596
	Iteration 0F: 2 clusters Score -496456.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -492234.187500 Penalty: 4176.221191
	Iteration 0F: 3 clusters Score -492234.2 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -493171.062500 Penalty: 4176.221191
	Iteration 1F: 3 clusters Score -493171.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -493380.343750 Penalty: 4176.221191
	Iteration 2F: 3 clusters Score -493380.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -493539.937500 Penalty: 4176.221191
	Iteration 3F: 3 clusters Score -493539.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -493749.281250 Penalty: 4176.221191
	Iteration 4Q: 3 clusters Score -493749.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -493972.312500 Penalty: 4176.221191
	Iteration 5Q: 3 clusters Score -493972.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -494189.468750 Penalty: 4176.221191
	Iteration 6F: 3 clusters Score -494189.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -494376.750000 Penalty: 4176.221191
	Iteration 7F: 3 clusters Score -494376.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -494561.031250 Penalty: 4176.221191
	Iteration 8F: 3 clusters Score -494561 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -494703.937500 Penalty: 4176.221191
	Iteration 9Q: 3 clusters Score -494703.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -494811.312500 Penalty: 4176.221191
	Iteration 10Q: 3 clusters Score -494811.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -494883.968750 Penalty: 4176.221191
	Iteration 11Q: 3 clusters Score -494884 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -494926.000000 Penalty: 4176.221191
	Iteration 12Q: 3 clusters Score -494926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -494959.062500 Penalty: 4176.221191
	Iteration 13Q: 3 clusters Score -494959.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -494983.031250 Penalty: 4176.221191
	Iteration 14Q: 3 clusters Score -494983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -495000.187500 Penalty: 4176.221191
	Iteration 15Q: 3 clusters Score -495000.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -495013.437500 Penalty: 4176.221191
	Iteration 16Q: 3 clusters Score -495013.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -495023.000000 Penalty: 4176.221191
	Iteration 17Q: 3 clusters Score -495023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -495031.531250 Penalty: 4176.221191
	Iteration 18Q: 3 clusters Score -495031.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -495043.312500 Penalty: 4176.221191
	Iteration 19Q: 3 clusters Score -495043.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -495056.875000 Penalty: 4176.221191
	Iteration 20F: 3 clusters Score -495056.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -495068.937500 Penalty: 4176.221191
	Iteration 21Q: 3 clusters Score -495068.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -495076.562500 Penalty: 4176.221191
	Iteration 22Q: 3 clusters Score -495076.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -495086.562500 Penalty: 4176.221191
	Iteration 23Q: 3 clusters Score -495086.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -495093.500000 Penalty: 4176.221191
	Iteration 24Q: 3 clusters Score -495093.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -495098.125000 Penalty: 4176.221191
	Iteration 25Q: 3 clusters Score -495098.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -495103.343750 Penalty: 4176.221191
	Iteration 26Q: 3 clusters Score -495103.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -495106.500000 Penalty: 4176.221191
	Iteration 27Q: 3 clusters Score -495106.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -495109.093750 Penalty: 4176.221191
	Iteration 28Q: 3 clusters Score -495109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -495111.812500 Penalty: 4176.221191
	Iteration 29Q: 3 clusters Score -495111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -495114.593750 Penalty: 4176.221191
	Iteration 30Q: 3 clusters Score -495114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -495115.093750 Penalty: 4176.221191
	Iteration 31Q: 3 clusters Score -495115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -495115.875000 Penalty: 4176.221191
	Iteration 32Q: 3 clusters Score -495115.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -495115.875000 Penalty: 4176.221191
	Iteration 33F: 3 clusters Score -495115.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -57416.816406 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -57416.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55828.476562 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -55828.48 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56105.816406 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -56105.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56228.816406 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -56228.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56295.746094 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -56295.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56343.593750 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -56343.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56370.207031 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -56370.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56393.066406 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -56393.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56410.492188 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -56410.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56425.953125 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -56425.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56446.851562 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -56446.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56461.171875 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -56461.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56482.070312 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -56482.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56488.949219 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -56488.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56497.328125 Penalty: 3163.699219
	Iteration 13Q: 3 clusters Score -56497.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56504.070312 Penalty: 3163.699219
	Iteration 14Q: 3 clusters Score -56504.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56511.281250 Penalty: 3163.699219
	Iteration 15Q: 3 clusters Score -56511.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56520.445312 Penalty: 3163.699219
	Iteration 16Q: 3 clusters Score -56520.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56529.097656 Penalty: 3163.699219
	Iteration 17Q: 3 clusters Score -56529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56530.062500 Penalty: 3163.699219
	Iteration 18Q: 3 clusters Score -56530.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56530.062500 Penalty: 3163.699219
	Iteration 19F: 3 clusters Score -56530.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Entering Unmasked Estep 
Score: -4674754.500000 Penalty: 2639.095215
	Iteration 0F: 2 clusters Score -4674754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -4646468.000000 Penalty: 5278.190430
	Iteration 0F: 3 clusters Score -4646468 nChanged 19102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -4656862.500000 Penalty: 5278.190430
	Iteration 1F: 3 clusters Score -4656862 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -4657376.000000 Penalty: 5278.190430
	Iteration 2Q: 3 clusters Score -4657376 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4657834.000000 Penalty: 5278.190430
	Iteration 3Q: 3 clusters Score -4657834 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -4658285.000000 Penalty: 5278.190430
	Iteration 4Q: 3 clusters Score -4658285 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -4658817.500000 Penalty: 5278.190430
	Iteration 5Q: 3 clusters Score -4658818 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -4659538.500000 Penalty: 5278.190430
	Iteration 6Q: 3 clusters Score -4659538 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -4660634.000000 Penalty: 5278.190430
	Iteration 7F: 3 clusters Score -4660634 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -4662262.000000 Penalty: 5278.190430
	Iteration 8F: 3 clusters Score -4662262 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -4664408.000000 Penalty: 5278.190430
	Iteration 9F: 3 clusters Score -4664408 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -4666963.000000 Penalty: 5278.190430
	Iteration 10F: 3 clusters Score -4666963 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -4669332.500000 Penalty: 5278.190430
	Iteration 11F: 3 clusters Score -4669332 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -4670993.000000 Penalty: 5278.190430
	Iteration 12Q: 3 clusters Score -4670993 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -4671850.500000 Penalty: 5278.190430
	Iteration 13Q: 3 clusters Score -4671850 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -4672202.000000 Penalty: 5278.190430
	Iteration 14Q: 3 clusters Score -4672202 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -4672389.500000 Penalty: 5278.190430
	Iteration 15Q: 3 clusters Score -4672390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -4672477.000000 Penalty: 5278.190430
	Iteration 16Q: 3 clusters Score -4672477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -4672527.500000 Penalty: 5278.190430
	Iteration 17Q: 3 clusters Score -4672528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -4672552.500000 Penalty: 5278.190430
	Iteration 18Q: 3 clusters Score -4672552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -4672571.000000 Penalty: 5278.190430
	Iteration 19Q: 3 clusters Score -4672571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -4672580.000000 Penalty: 5278.190430
	Iteration 20F: 3 clusters Score -4672580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -4672592.500000 Penalty: 5278.190430
	Iteration 21Q: 3 clusters Score -4672592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -4672601.500000 Penalty: 5278.190430
	Iteration 22Q: 3 clusters Score -4672602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -4672600.500000 Penalty: 5278.190430
	Iteration 23Q: 3 clusters Score -4672600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -4672604.500000 Penalty: 5278.190430
	Iteration 24Q: 3 clusters Score -4672604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -4672614.000000 Penalty: 5278.190430
	Iteration 25Q: 3 clusters Score -4672614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -4672621.500000 Penalty: 5278.190430
	Iteration 26Q: 3 clusters Score -4672622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -4672625.500000 Penalty: 5278.190430
	Iteration 27Q: 3 clusters Score -4672626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -4672625.000000 Penalty: 5278.190430
	Iteration 28Q: 3 clusters Score -4672625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -4672627.000000 Penalty: 5278.190430
	Iteration 29Q: 3 clusters Score -4672627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -4672627.000000 Penalty: 5278.190430
	Iteration 30F: 3 clusters Score -4672627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -96371.867188 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -96371.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94557.835938 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -94557.84 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -94891.882812 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -94891.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95037.148438 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -95037.15 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -95128.140625 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -95128.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -95205.406250 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -95205.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -95273.429688 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -95273.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -95325.445312 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -95325.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -95361.531250 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -95361.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -95385.117188 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -95385.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -95395.656250 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -95395.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -95402.257812 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -95402.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -95404.429688 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -95404.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -95404.429688 Penalty: 3356.602051
	Iteration 12F: 3 clusters Score -95404.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -86762.984375 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -86762.98 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 366 members 
Entering Unmasked Estep 
Score: -85015.351562 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -85015.35 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85234.882812 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -85234.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85296.320312 Penalty: 3296.609619
	Iteration 2Q: 3 clusters Score -85296.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85330.351562 Penalty: 3296.609619
	Iteration 3Q: 3 clusters Score -85330.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85348.609375 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -85348.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85356.507812 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -85356.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85361.539062 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -85361.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85361.539062 Penalty: 3296.609619
	Iteration 7F: 3 clusters Score -85361.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Entering Unmasked Estep 
Score: -1989811.250000 Penalty: 2418.372314
	Iteration 0F: 2 clusters Score -1989811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1977518.125000 Penalty: 4836.744629
	Iteration 0F: 3 clusters Score -1977518 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1981602.250000 Penalty: 4836.744629
	Iteration 1F: 3 clusters Score -1981602 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1982007.250000 Penalty: 4836.744629
	Iteration 2F: 3 clusters Score -1982007 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1982411.625000 Penalty: 4836.744629
	Iteration 3F: 3 clusters Score -1982412 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1982887.125000 Penalty: 4836.744629
	Iteration 4F: 3 clusters Score -1982887 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1983538.000000 Penalty: 4836.744629
	Iteration 5F: 3 clusters Score -1983538 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1984308.875000 Penalty: 4836.744629
	Iteration 6F: 3 clusters Score -1984309 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1985113.125000 Penalty: 4836.744629
	Iteration 7F: 3 clusters Score -1985113 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1985974.875000 Penalty: 4836.744629
	Iteration 8F: 3 clusters Score -1985975 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1986727.250000 Penalty: 4836.744629
	Iteration 9Q: 3 clusters Score -1986727 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1987186.250000 Penalty: 4836.744629
	Iteration 10Q: 3 clusters Score -1987186 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1987391.125000 Penalty: 4836.744629
	Iteration 11Q: 3 clusters Score -1987391 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1987504.000000 Penalty: 4836.744629
	Iteration 12Q: 3 clusters Score -1987504 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1987575.750000 Penalty: 4836.744629
	Iteration 13Q: 3 clusters Score -1987576 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1987629.750000 Penalty: 4836.744629
	Iteration 14Q: 3 clusters Score -1987630 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1987650.875000 Penalty: 4836.744629
	Iteration 15Q: 3 clusters Score -1987651 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1987671.625000 Penalty: 4836.744629
	Iteration 16Q: 3 clusters Score -1987672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1987690.750000 Penalty: 4836.744629
	Iteration 17Q: 3 clusters Score -1987691 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1987710.250000 Penalty: 4836.744629
	Iteration 18Q: 3 clusters Score -1987710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1987731.250000 Penalty: 4836.744629
	Iteration 19Q: 3 clusters Score -1987731 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1987746.000000 Penalty: 4836.744629
	Iteration 20F: 3 clusters Score -1987746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1987768.250000 Penalty: 4836.744629
	Iteration 21Q: 3 clusters Score -1987768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1987791.250000 Penalty: 4836.744629
	Iteration 22Q: 3 clusters Score -1987791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1987805.125000 Penalty: 4836.744629
	Iteration 23Q: 3 clusters Score -1987805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1987819.875000 Penalty: 4836.744629
	Iteration 24Q: 3 clusters Score -1987820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1987835.875000 Penalty: 4836.744629
	Iteration 25Q: 3 clusters Score -1987836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1987848.875000 Penalty: 4836.744629
	Iteration 26Q: 3 clusters Score -1987849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1987859.250000 Penalty: 4836.744629
	Iteration 27Q: 3 clusters Score -1987859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1987864.750000 Penalty: 4836.744629
	Iteration 28Q: 3 clusters Score -1987865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1987871.875000 Penalty: 4836.744629
	Iteration 29Q: 3 clusters Score -1987872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1987882.875000 Penalty: 4836.744629
	Iteration 30Q: 3 clusters Score -1987883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1987884.750000 Penalty: 4836.744629
	Iteration 31Q: 3 clusters Score -1987885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1987889.750000 Penalty: 4836.744629
	Iteration 32Q: 3 clusters Score -1987890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1987892.750000 Penalty: 4836.744629
	Iteration 33Q: 3 clusters Score -1987893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1987898.000000 Penalty: 4836.744629
	Iteration 34Q: 3 clusters Score -1987898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1987899.125000 Penalty: 4836.744629
	Iteration 35Q: 3 clusters Score -1987899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1987905.750000 Penalty: 4836.744629
	Iteration 36Q: 3 clusters Score -1987906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1987909.625000 Penalty: 4836.744629
	Iteration 37Q: 3 clusters Score -1987910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1987914.375000 Penalty: 4836.744629
	Iteration 38Q: 3 clusters Score -1987914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1987921.750000 Penalty: 4836.744629
	Iteration 39Q: 3 clusters Score -1987922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1987928.750000 Penalty: 4836.744629
	Iteration 40F: 3 clusters Score -1987929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1987930.125000 Penalty: 4836.744629
	Iteration 41Q: 3 clusters Score -1987930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1987930.000000 Penalty: 4836.744629
	Iteration 42Q: 3 clusters Score -1987930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1987926.750000 Penalty: 4836.744629
	Iteration 43Q: 3 clusters Score -1987927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1987930.625000 Penalty: 4836.744629
	Iteration 44Q: 3 clusters Score -1987931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1987927.625000 Penalty: 4836.744629
	Iteration 45Q: 3 clusters Score -1987928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1987927.875000 Penalty: 4836.744629
	Iteration 46Q: 3 clusters Score -1987928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1987929.500000 Penalty: 4836.744629
	Iteration 47Q: 3 clusters Score -1987930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1987932.625000 Penalty: 4836.744629
	Iteration 48Q: 3 clusters Score -1987933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1987932.625000 Penalty: 4836.744629
	Iteration 49Q: 3 clusters Score -1987933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1987933.000000 Penalty: 4836.744629
	Iteration 50Q: 3 clusters Score -1987933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1987933.000000 Penalty: 4836.744629
	Iteration 51Q: 3 clusters Score -1987933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1987932.500000 Penalty: 4836.744629
	Iteration 52Q: 3 clusters Score -1987932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1987932.500000 Penalty: 4836.744629
	Iteration 53F: 3 clusters Score -1987932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Entering Unmasked Estep 
Score: -1964453.750000 Penalty: 2414.883545
	Iteration 0F: 2 clusters Score -1964454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1952414.875000 Penalty: 4829.767090
	Iteration 0F: 3 clusters Score -1952415 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1956299.625000 Penalty: 4829.767090
	Iteration 1F: 3 clusters Score -1956300 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1956673.125000 Penalty: 4829.767090
	Iteration 2F: 3 clusters Score -1956673 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1957043.875000 Penalty: 4829.767090
	Iteration 3Q: 3 clusters Score -1957044 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1957456.875000 Penalty: 4829.767090
	Iteration 4Q: 3 clusters Score -1957457 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1957938.875000 Penalty: 4829.767090
	Iteration 5F: 3 clusters Score -1957939 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1958462.500000 Penalty: 4829.767090
	Iteration 6F: 3 clusters Score -1958462 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1959014.875000 Penalty: 4829.767090
	Iteration 7F: 3 clusters Score -1959015 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1959649.375000 Penalty: 4829.767090
	Iteration 8F: 3 clusters Score -1959649 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1960354.875000 Penalty: 4829.767090
	Iteration 9F: 3 clusters Score -1960355 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1960979.125000 Penalty: 4829.767090
	Iteration 10Q: 3 clusters Score -1960979 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1961420.750000 Penalty: 4829.767090
	Iteration 11Q: 3 clusters Score -1961421 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1961728.625000 Penalty: 4829.767090
	Iteration 12Q: 3 clusters Score -1961729 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1961906.125000 Penalty: 4829.767090
	Iteration 13Q: 3 clusters Score -1961906 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1962016.250000 Penalty: 4829.767090
	Iteration 14Q: 3 clusters Score -1962016 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1962104.000000 Penalty: 4829.767090
	Iteration 15Q: 3 clusters Score -1962104 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1962193.750000 Penalty: 4829.767090
	Iteration 16Q: 3 clusters Score -1962194 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1962257.000000 Penalty: 4829.767090
	Iteration 17Q: 3 clusters Score -1962257 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1962300.875000 Penalty: 4829.767090
	Iteration 18Q: 3 clusters Score -1962301 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1962350.375000 Penalty: 4829.767090
	Iteration 19Q: 3 clusters Score -1962350 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1962386.125000 Penalty: 4829.767090
	Iteration 20F: 3 clusters Score -1962386 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1962427.875000 Penalty: 4829.767090
	Iteration 21Q: 3 clusters Score -1962428 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1962456.000000 Penalty: 4829.767090
	Iteration 22Q: 3 clusters Score -1962456 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1962494.625000 Penalty: 4829.767090
	Iteration 23Q: 3 clusters Score -1962495 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1962527.500000 Penalty: 4829.767090
	Iteration 24Q: 3 clusters Score -1962528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1962555.875000 Penalty: 4829.767090
	Iteration 25Q: 3 clusters Score -1962556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1962586.625000 Penalty: 4829.767090
	Iteration 26Q: 3 clusters Score -1962587 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1962606.625000 Penalty: 4829.767090
	Iteration 27Q: 3 clusters Score -1962607 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1962639.875000 Penalty: 4829.767090
	Iteration 28Q: 3 clusters Score -1962640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1962672.250000 Penalty: 4829.767090
	Iteration 29Q: 3 clusters Score -1962672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1962698.250000 Penalty: 4829.767090
	Iteration 30Q: 3 clusters Score -1962698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1962724.375000 Penalty: 4829.767090
	Iteration 31Q: 3 clusters Score -1962724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1962735.875000 Penalty: 4829.767090
	Iteration 32Q: 3 clusters Score -1962736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1962753.875000 Penalty: 4829.767090
	Iteration 33Q: 3 clusters Score -1962754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1962778.125000 Penalty: 4829.767090
	Iteration 34Q: 3 clusters Score -1962778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1962786.875000 Penalty: 4829.767090
	Iteration 35Q: 3 clusters Score -1962787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1962789.125000 Penalty: 4829.767090
	Iteration 36Q: 3 clusters Score -1962789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1962795.625000 Penalty: 4829.767090
	Iteration 37Q: 3 clusters Score -1962796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1962802.875000 Penalty: 4829.767090
	Iteration 38Q: 3 clusters Score -1962803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1962807.500000 Penalty: 4829.767090
	Iteration 39Q: 3 clusters Score -1962808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1962815.000000 Penalty: 4829.767090
	Iteration 40F: 3 clusters Score -1962815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1962828.750000 Penalty: 4829.767090
	Iteration 41Q: 3 clusters Score -1962829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1962839.000000 Penalty: 4829.767090
	Iteration 42Q: 3 clusters Score -1962839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1962847.250000 Penalty: 4829.767090
	Iteration 43Q: 3 clusters Score -1962847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1962846.500000 Penalty: 4829.767090
	Iteration 44Q: 3 clusters Score -1962846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1962849.625000 Penalty: 4829.767090
	Iteration 45Q: 3 clusters Score -1962850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1962847.000000 Penalty: 4829.767090
	Iteration 46Q: 3 clusters Score -1962847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1962848.125000 Penalty: 4829.767090
	Iteration 47Q: 3 clusters Score -1962848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1962848.125000 Penalty: 4829.767090
	Iteration 48F: 3 clusters Score -1962848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -82036.070312 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -82036.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80278.945312 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -80278.95 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80620.023438 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -80620.02 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80749.210938 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -80749.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -80854.546875 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -80854.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80929.531250 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -80929.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81011.851562 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -81011.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81077.781250 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -81077.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -81163.187500 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -81163.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81252.796875 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -81252.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81404.882812 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -81404.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81562.468750 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -81562.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81596.132812 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -81596.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -81604.031250 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -81604.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81608.015625 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -81608.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -81613.171875 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -81613.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -81614.820312 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -81614.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81616.843750 Penalty: 3336.211914
	Iteration 16Q: 3 clusters Score -81616.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81616.843750 Penalty: 3336.211914
	Iteration 17F: 3 clusters Score -81616.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -823460.562500 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -823460.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -817575.500000 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -817575.5 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -819155.062500 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -819155.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -819402.750000 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -819402.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -819557.687500 Penalty: 4399.988281
	Iteration 3Q: 3 clusters Score -819557.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -819658.937500 Penalty: 4399.988281
	Iteration 4Q: 3 clusters Score -819658.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -819747.312500 Penalty: 4399.988281
	Iteration 5Q: 3 clusters Score -819747.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -819841.875000 Penalty: 4399.988281
	Iteration 6Q: 3 clusters Score -819841.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -819942.875000 Penalty: 4399.988281
	Iteration 7Q: 3 clusters Score -819942.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -820060.062500 Penalty: 4399.988281
	Iteration 8Q: 3 clusters Score -820060.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -820184.750000 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -820184.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -820336.937500 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -820336.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -820514.000000 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -820514 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -820676.250000 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -820676.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -820833.250000 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -820833.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -820983.625000 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -820983.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -821125.062500 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -821125.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -821240.937500 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -821240.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -821335.000000 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -821335 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -821409.875000 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -821409.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -821457.437500 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -821457.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -821492.687500 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -821492.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -821519.125000 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -821519.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -821533.687500 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -821533.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -821550.562500 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -821550.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -821566.500000 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -821566.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -821582.250000 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -821582.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -821591.187500 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -821591.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -821598.812500 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -821598.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -821606.687500 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -821606.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -821614.250000 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -821614.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -821620.187500 Penalty: 4399.988281
	Iteration 30Q: 3 clusters Score -821620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -821624.187500 Penalty: 4399.988281
	Iteration 31Q: 3 clusters Score -821624.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -821630.500000 Penalty: 4399.988281
	Iteration 32Q: 3 clusters Score -821630.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -821633.000000 Penalty: 4399.988281
	Iteration 33Q: 3 clusters Score -821633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -821633.312500 Penalty: 4399.988281
	Iteration 34Q: 3 clusters Score -821633.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -821633.312500 Penalty: 4399.988281
	Iteration 35F: 3 clusters Score -821633.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -33454.503906 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -33454.5 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 150 members 
Entering Unmasked Estep 
Score: -32158.015625 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -32158.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32248.095703 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -32248.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32272.226562 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -32272.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32283.714844 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -32283.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32294.162109 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -32294.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32296.591797 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -32296.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32296.591797 Penalty: 2854.848145
	Iteration 6F: 3 clusters Score -32296.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Entering Unmasked Estep 
Score: -1889143.000000 Penalty: 2405.225830
	Iteration 0F: 2 clusters Score -1889143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1877517.500000 Penalty: 4810.451660
	Iteration 0F: 3 clusters Score -1877518 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1881134.250000 Penalty: 4810.451660
	Iteration 1F: 3 clusters Score -1881134 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1881454.125000 Penalty: 4810.451660
	Iteration 2F: 3 clusters Score -1881454 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1881683.125000 Penalty: 4810.451660
	Iteration 3Q: 3 clusters Score -1881683 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1881863.875000 Penalty: 4810.451660
	Iteration 4Q: 3 clusters Score -1881864 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1882001.750000 Penalty: 4810.451660
	Iteration 5Q: 3 clusters Score -1882002 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1882121.625000 Penalty: 4810.451660
	Iteration 6Q: 3 clusters Score -1882122 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1882248.125000 Penalty: 4810.451660
	Iteration 7Q: 3 clusters Score -1882248 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1882382.875000 Penalty: 4810.451660
	Iteration 8Q: 3 clusters Score -1882383 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1882508.875000 Penalty: 4810.451660
	Iteration 9Q: 3 clusters Score -1882509 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1882663.500000 Penalty: 4810.451660
	Iteration 10Q: 3 clusters Score -1882664 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1882869.625000 Penalty: 4810.451660
	Iteration 11Q: 3 clusters Score -1882870 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1883094.875000 Penalty: 4810.451660
	Iteration 12Q: 3 clusters Score -1883095 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1883411.875000 Penalty: 4810.451660
	Iteration 13Q: 3 clusters Score -1883412 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1883822.875000 Penalty: 4810.451660
	Iteration 14Q: 3 clusters Score -1883823 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1884395.375000 Penalty: 4810.451660
	Iteration 15F: 3 clusters Score -1884395 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1885046.500000 Penalty: 4810.451660
	Iteration 16F: 3 clusters Score -1885046 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1885627.625000 Penalty: 4810.451660
	Iteration 17Q: 3 clusters Score -1885628 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1886104.500000 Penalty: 4810.451660
	Iteration 18Q: 3 clusters Score -1886104 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1886498.000000 Penalty: 4810.451660
	Iteration 19Q: 3 clusters Score -1886498 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1886697.375000 Penalty: 4810.451660
	Iteration 20F: 3 clusters Score -1886697 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1886806.250000 Penalty: 4810.451660
	Iteration 21Q: 3 clusters Score -1886806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1886870.625000 Penalty: 4810.451660
	Iteration 22Q: 3 clusters Score -1886871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1886903.000000 Penalty: 4810.451660
	Iteration 23Q: 3 clusters Score -1886903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1886929.125000 Penalty: 4810.451660
	Iteration 24Q: 3 clusters Score -1886929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1886949.250000 Penalty: 4810.451660
	Iteration 25Q: 3 clusters Score -1886949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1886965.625000 Penalty: 4810.451660
	Iteration 26Q: 3 clusters Score -1886966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1886979.750000 Penalty: 4810.451660
	Iteration 27Q: 3 clusters Score -1886980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1886992.750000 Penalty: 4810.451660
	Iteration 28Q: 3 clusters Score -1886993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1887002.375000 Penalty: 4810.451660
	Iteration 29Q: 3 clusters Score -1887002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1887003.000000 Penalty: 4810.451660
	Iteration 30Q: 3 clusters Score -1887003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1887002.625000 Penalty: 4810.451660
	Iteration 31Q: 3 clusters Score -1887003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1887002.625000 Penalty: 4810.451660
	Iteration 32F: 3 clusters Score -1887003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -72665.539062 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -72665.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -70945.328125 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -70945.33 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71162.695312 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -71162.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71233.773438 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -71233.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71266.875000 Penalty: 3232.031738
	Iteration 3Q: 3 clusters Score -71266.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71282.273438 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -71282.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71297.875000 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -71297.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71300.281250 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -71300.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71307.039062 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -71307.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71307.039062 Penalty: 3232.031738
	Iteration 8F: 3 clusters Score -71307.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -320988.937500 Penalty: 1988.619019
	Iteration 0F: 2 clusters Score -320988.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -317746.281250 Penalty: 3977.238037
	Iteration 0F: 3 clusters Score -317746.3 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -318637.000000 Penalty: 3977.238037
	Iteration 1F: 3 clusters Score -318637 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -318972.062500 Penalty: 3977.238037
	Iteration 2F: 3 clusters Score -318972.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -319126.406250 Penalty: 3977.238037
	Iteration 3F: 3 clusters Score -319126.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -319218.781250 Penalty: 3977.238037
	Iteration 4Q: 3 clusters Score -319218.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -319281.781250 Penalty: 3977.238037
	Iteration 5Q: 3 clusters Score -319281.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -319324.593750 Penalty: 3977.238037
	Iteration 6Q: 3 clusters Score -319324.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -319358.781250 Penalty: 3977.238037
	Iteration 7Q: 3 clusters Score -319358.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -319393.375000 Penalty: 3977.238037
	Iteration 8Q: 3 clusters Score -319393.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -319432.031250 Penalty: 3977.238037
	Iteration 9Q: 3 clusters Score -319432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -319458.406250 Penalty: 3977.238037
	Iteration 10Q: 3 clusters Score -319458.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -319479.031250 Penalty: 3977.238037
	Iteration 11Q: 3 clusters Score -319479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -319489.281250 Penalty: 3977.238037
	Iteration 12Q: 3 clusters Score -319489.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -319499.062500 Penalty: 3977.238037
	Iteration 13Q: 3 clusters Score -319499.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -319501.250000 Penalty: 3977.238037
	Iteration 14Q: 3 clusters Score -319501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -319503.468750 Penalty: 3977.238037
	Iteration 15Q: 3 clusters Score -319503.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -319503.468750 Penalty: 3977.238037
	Iteration 16F: 3 clusters Score -319503.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (320740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320740 members 
Entering Unmasked Estep 
Score: -36379008.000000 Penalty: 3144.239746
	Iteration 0F: 2 clusters Score -3.637901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161018 members 
Mstep: Class 2 contains 159722 members 
Entering Unmasked Estep 
Score: -36189792.000000 Penalty: 6288.479492
	Iteration 0F: 3 clusters Score -3.618979e+07 nChanged 155282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172116 members 
Mstep: Class 2 contains 148624 members 
Entering Unmasked Estep 
Score: -36281496.000000 Penalty: 6288.479492
	Iteration 1F: 3 clusters Score -3.62815e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177904 members 
Mstep: Class 2 contains 142836 members 
Entering Unmasked Estep 
Score: -36283436.000000 Penalty: 6288.479492
	Iteration 2Q: 3 clusters Score -3.628344e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187163 members 
Mstep: Class 2 contains 133577 members 
Entering Unmasked Estep 
Score: -36286704.000000 Penalty: 6288.479492
	Iteration 3Q: 3 clusters Score -3.62867e+07 nChanged 14497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201212 members 
Mstep: Class 2 contains 119528 members 
Entering Unmasked Estep 
Score: -36293240.000000 Penalty: 6288.479492
	Iteration 4Q: 3 clusters Score -3.629324e+07 nChanged 20054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221018 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -36304756.000000 Penalty: 6288.479492
	Iteration 5F: 3 clusters Score -3.630476e+07 nChanged 25358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246056 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -36322148.000000 Penalty: 6288.479492
	Iteration 6F: 3 clusters Score -3.632215e+07 nChanged 25833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271543 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -36340880.000000 Penalty: 6288.479492
	Iteration 7F: 3 clusters Score -3.634088e+07 nChanged 19799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291080 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -36355308.000000 Penalty: 6288.479492
	Iteration 8F: 3 clusters Score -3.635531e+07 nChanged 12150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302976 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -36365236.000000 Penalty: 6288.479492
	Iteration 9Q: 3 clusters Score -3.636524e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309607 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -36370124.000000 Penalty: 6288.479492
	Iteration 10Q: 3 clusters Score -3.637012e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313265 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -36372476.000000 Penalty: 6288.479492
	Iteration 11Q: 3 clusters Score -3.637248e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315345 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -36373836.000000 Penalty: 6288.479492
	Iteration 12Q: 3 clusters Score -3.637384e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316598 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -36374792.000000 Penalty: 6288.479492
	Iteration 13Q: 3 clusters Score -3.637479e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317374 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -36375396.000000 Penalty: 6288.479492
	Iteration 14Q: 3 clusters Score -3.63754e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317889 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -36376008.000000 Penalty: 6288.479492
	Iteration 15Q: 3 clusters Score -3.637601e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318195 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -36376304.000000 Penalty: 6288.479492
	Iteration 16Q: 3 clusters Score -3.63763e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318373 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -36376608.000000 Penalty: 6288.479492
	Iteration 17Q: 3 clusters Score -3.637661e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318476 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -36376868.000000 Penalty: 6288.479492
	Iteration 18Q: 3 clusters Score -3.637687e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318536 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -36377036.000000 Penalty: 6288.479492
	Iteration 19Q: 3 clusters Score -3.637704e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318577 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -36377176.000000 Penalty: 6288.479492
	Iteration 20F: 3 clusters Score -3.637718e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318598 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -36377296.000000 Penalty: 6288.479492
	Iteration 21Q: 3 clusters Score -3.63773e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318591 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -36377452.000000 Penalty: 6288.479492
	Iteration 22Q: 3 clusters Score -3.637745e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318557 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -36377592.000000 Penalty: 6288.479492
	Iteration 23Q: 3 clusters Score -3.637759e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318521 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -36377744.000000 Penalty: 6288.479492
	Iteration 24Q: 3 clusters Score -3.637774e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318476 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -36377768.000000 Penalty: 6288.479492
	Iteration 25Q: 3 clusters Score -3.637777e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318410 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -36377868.000000 Penalty: 6288.479492
	Iteration 26Q: 3 clusters Score -3.637787e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318366 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -36377924.000000 Penalty: 6288.479492
	Iteration 27Q: 3 clusters Score -3.637792e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318313 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -36377960.000000 Penalty: 6288.479492
	Iteration 28Q: 3 clusters Score -3.637796e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318260 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -36378084.000000 Penalty: 6288.479492
	Iteration 29Q: 3 clusters Score -3.637808e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318201 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -36378184.000000 Penalty: 6288.479492
	Iteration 30Q: 3 clusters Score -3.637818e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318137 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -36378268.000000 Penalty: 6288.479492
	Iteration 31Q: 3 clusters Score -3.637827e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318074 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -36378260.000000 Penalty: 6288.479492
	Iteration 32Q: 3 clusters Score -3.637826e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318000 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -36378264.000000 Penalty: 6288.479492
	Iteration 33Q: 3 clusters Score -3.637826e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317937 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -36378288.000000 Penalty: 6288.479492
	Iteration 34Q: 3 clusters Score -3.637829e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317878 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -36378436.000000 Penalty: 6288.479492
	Iteration 35Q: 3 clusters Score -3.637844e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317817 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -36378468.000000 Penalty: 6288.479492
	Iteration 36Q: 3 clusters Score -3.637847e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317759 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -36378500.000000 Penalty: 6288.479492
	Iteration 37Q: 3 clusters Score -3.63785e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317712 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -36378504.000000 Penalty: 6288.479492
	Iteration 38Q: 3 clusters Score -3.63785e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317674 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -36378504.000000 Penalty: 6288.479492
	Iteration 39Q: 3 clusters Score -3.63785e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317638 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -36378500.000000 Penalty: 6288.479492
	Iteration 40F: 3 clusters Score -3.63785e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317586 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -36378548.000000 Penalty: 6288.479492
	Iteration 41Q: 3 clusters Score -3.637855e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317547 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -36378580.000000 Penalty: 6288.479492
	Iteration 42Q: 3 clusters Score -3.637858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317513 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -36378584.000000 Penalty: 6288.479492
	Iteration 43Q: 3 clusters Score -3.637858e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317478 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -36378648.000000 Penalty: 6288.479492
	Iteration 44Q: 3 clusters Score -3.637865e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317438 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -36378692.000000 Penalty: 6288.479492
	Iteration 45Q: 3 clusters Score -3.637869e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317395 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -36378708.000000 Penalty: 6288.479492
	Iteration 46Q: 3 clusters Score -3.637871e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317352 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -36378728.000000 Penalty: 6288.479492
	Iteration 47Q: 3 clusters Score -3.637873e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317306 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -36378812.000000 Penalty: 6288.479492
	Iteration 48Q: 3 clusters Score -3.637881e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317266 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -36378856.000000 Penalty: 6288.479492
	Iteration 49Q: 3 clusters Score -3.637886e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317222 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -36378892.000000 Penalty: 6288.479492
	Iteration 50Q: 3 clusters Score -3.637889e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317196 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -36378936.000000 Penalty: 6288.479492
	Iteration 51Q: 3 clusters Score -3.637894e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317178 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -36378940.000000 Penalty: 6288.479492
	Iteration 52Q: 3 clusters Score -3.637894e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317159 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -36378952.000000 Penalty: 6288.479492
	Iteration 53Q: 3 clusters Score -3.637895e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317131 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -36378972.000000 Penalty: 6288.479492
	Iteration 54Q: 3 clusters Score -3.637897e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317112 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -36378968.000000 Penalty: 6288.479492
	Iteration 55Q: 3 clusters Score -3.637897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317100 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -36378980.000000 Penalty: 6288.479492
	Iteration 56Q: 3 clusters Score -3.637898e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317083 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -36379020.000000 Penalty: 6288.479492
	Iteration 57Q: 3 clusters Score -3.637902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317067 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -36379008.000000 Penalty: 6288.479492
	Iteration 58Q: 3 clusters Score -3.637901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317049 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -36378968.000000 Penalty: 6288.479492
	Iteration 59Q: 3 clusters Score -3.637897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317034 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -36379004.000000 Penalty: 6288.479492
	Iteration 60F: 3 clusters Score -3.6379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317020 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -36379012.000000 Penalty: 6288.479492
	Iteration 61Q: 3 clusters Score -3.637901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317010 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -36379048.000000 Penalty: 6288.479492
	Iteration 62Q: 3 clusters Score -3.637905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316999 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -36379044.000000 Penalty: 6288.479492
	Iteration 63Q: 3 clusters Score -3.637904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316991 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -36379048.000000 Penalty: 6288.479492
	Iteration 64Q: 3 clusters Score -3.637905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316981 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -36379036.000000 Penalty: 6288.479492
	Iteration 65Q: 3 clusters Score -3.637904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316975 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -36379052.000000 Penalty: 6288.479492
	Iteration 66Q: 3 clusters Score -3.637905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316972 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -36379048.000000 Penalty: 6288.479492
	Iteration 67Q: 3 clusters Score -3.637905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316972 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -36379048.000000 Penalty: 6288.479492
	Iteration 68Q: 3 clusters Score -3.637905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316971 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -36379044.000000 Penalty: 6288.479492
	Iteration 69Q: 3 clusters Score -3.637904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316969 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -36379048.000000 Penalty: 6288.479492
	Iteration 70Q: 3 clusters Score -3.637905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316968 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -36379060.000000 Penalty: 6288.479492
	Iteration 71Q: 3 clusters Score -3.637906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316968 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -36379060.000000 Penalty: 6288.479492
	Iteration 72F: 3 clusters Score -3.637906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41836 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16293 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 316968 members 
Mstep: Class 16 contains 3772 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 129384 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
Score: -70760480.000000 Penalty: 72880.484375
Splitting cluster 15 changes total score from -70760680.000000 to -70760480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Entering Unmasked Estep 
Score: -300547.281250 Penalty: 1957.050049
	Iteration 0F: 2 clusters Score -300547.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -297490.875000 Penalty: 3914.100098
	Iteration 0F: 3 clusters Score -297490.9 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -298108.000000 Penalty: 3914.100098
	Iteration 1F: 3 clusters Score -298108 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -298281.031250 Penalty: 3914.100098
	Iteration 2F: 3 clusters Score -298281 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -298456.000000 Penalty: 3914.100098
	Iteration 3F: 3 clusters Score -298456 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -298595.531250 Penalty: 3914.100098
	Iteration 4Q: 3 clusters Score -298595.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -298723.718750 Penalty: 3914.100098
	Iteration 5Q: 3 clusters Score -298723.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -298835.406250 Penalty: 3914.100098
	Iteration 6Q: 3 clusters Score -298835.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -298936.250000 Penalty: 3914.100098
	Iteration 7Q: 3 clusters Score -298936.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -299000.250000 Penalty: 3914.100098
	Iteration 8Q: 3 clusters Score -299000.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -299042.593750 Penalty: 3914.100098
	Iteration 9Q: 3 clusters Score -299042.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -299082.468750 Penalty: 3914.100098
	Iteration 10Q: 3 clusters Score -299082.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -299130.000000 Penalty: 3914.100098
	Iteration 11Q: 3 clusters Score -299130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -299159.937500 Penalty: 3914.100098
	Iteration 12Q: 3 clusters Score -299159.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -299185.281250 Penalty: 3914.100098
	Iteration 13Q: 3 clusters Score -299185.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -299199.250000 Penalty: 3914.100098
	Iteration 14Q: 3 clusters Score -299199.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -299205.531250 Penalty: 3914.100098
	Iteration 15Q: 3 clusters Score -299205.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -299207.906250 Penalty: 3914.100098
	Iteration 16Q: 3 clusters Score -299207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -299210.937500 Penalty: 3914.100098
	Iteration 17Q: 3 clusters Score -299210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -299215.156250 Penalty: 3914.100098
	Iteration 18Q: 3 clusters Score -299215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -299216.343750 Penalty: 3914.100098
	Iteration 19Q: 3 clusters Score -299216.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -299217.718750 Penalty: 3914.100098
	Iteration 20F: 3 clusters Score -299217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -299219.093750 Penalty: 3914.100098
	Iteration 21Q: 3 clusters Score -299219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -299219.093750 Penalty: 3914.100098
	Iteration 22F: 3 clusters Score -299219.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Entering Unmasked Estep 
Score: -5300879.500000 Penalty: 2664.634521
	Iteration 0F: 2 clusters Score -5300880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -5269622.500000 Penalty: 5329.269043
	Iteration 0F: 3 clusters Score -5269622 nChanged 21205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -5281338.000000 Penalty: 5329.269043
	Iteration 1F: 3 clusters Score -5281338 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -5282124.000000 Penalty: 5329.269043
	Iteration 2Q: 3 clusters Score -5282124 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -5283290.500000 Penalty: 5329.269043
	Iteration 3F: 3 clusters Score -5283290 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -5284943.000000 Penalty: 5329.269043
	Iteration 4F: 3 clusters Score -5284943 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -5287144.500000 Penalty: 5329.269043
	Iteration 5F: 3 clusters Score -5287144 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -5289734.000000 Penalty: 5329.269043
	Iteration 6F: 3 clusters Score -5289734 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -5292431.500000 Penalty: 5329.269043
	Iteration 7F: 3 clusters Score -5292432 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -5294826.500000 Penalty: 5329.269043
	Iteration 8F: 3 clusters Score -5294826 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -5296626.500000 Penalty: 5329.269043
	Iteration 9Q: 3 clusters Score -5296626 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -5297541.500000 Penalty: 5329.269043
	Iteration 10Q: 3 clusters Score -5297542 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -5297997.000000 Penalty: 5329.269043
	Iteration 11Q: 3 clusters Score -5297997 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5298223.000000 Penalty: 5329.269043
	Iteration 12Q: 3 clusters Score -5298223 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -5298368.000000 Penalty: 5329.269043
	Iteration 13Q: 3 clusters Score -5298368 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -5298452.500000 Penalty: 5329.269043
	Iteration 14Q: 3 clusters Score -5298452 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5298528.000000 Penalty: 5329.269043
	Iteration 15Q: 3 clusters Score -5298528 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5298594.500000 Penalty: 5329.269043
	Iteration 16Q: 3 clusters Score -5298594 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -5298646.000000 Penalty: 5329.269043
	Iteration 17Q: 3 clusters Score -5298646 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5298698.500000 Penalty: 5329.269043
	Iteration 18Q: 3 clusters Score -5298698 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5298718.000000 Penalty: 5329.269043
	Iteration 19Q: 3 clusters Score -5298718 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5298736.000000 Penalty: 5329.269043
	Iteration 20F: 3 clusters Score -5298736 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5298758.500000 Penalty: 5329.269043
	Iteration 21Q: 3 clusters Score -5298758 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5298782.000000 Penalty: 5329.269043
	Iteration 22Q: 3 clusters Score -5298782 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5298795.500000 Penalty: 5329.269043
	Iteration 23Q: 3 clusters Score -5298796 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5298829.000000 Penalty: 5329.269043
	Iteration 24Q: 3 clusters Score -5298829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5298835.000000 Penalty: 5329.269043
	Iteration 25Q: 3 clusters Score -5298835 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5298844.000000 Penalty: 5329.269043
	Iteration 26Q: 3 clusters Score -5298844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5298868.000000 Penalty: 5329.269043
	Iteration 27Q: 3 clusters Score -5298868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5298888.000000 Penalty: 5329.269043
	Iteration 28Q: 3 clusters Score -5298888 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5298911.000000 Penalty: 5329.269043
	Iteration 29Q: 3 clusters Score -5298911 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5298939.000000 Penalty: 5329.269043
	Iteration 30Q: 3 clusters Score -5298939 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5298956.500000 Penalty: 5329.269043
	Iteration 31Q: 3 clusters Score -5298956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5298978.000000 Penalty: 5329.269043
	Iteration 32Q: 3 clusters Score -5298978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5298984.000000 Penalty: 5329.269043
	Iteration 33Q: 3 clusters Score -5298984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5298988.000000 Penalty: 5329.269043
	Iteration 34Q: 3 clusters Score -5298988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5298991.500000 Penalty: 5329.269043
	Iteration 35Q: 3 clusters Score -5298992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5298992.500000 Penalty: 5329.269043
	Iteration 36Q: 3 clusters Score -5298992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5298988.500000 Penalty: 5329.269043
	Iteration 37Q: 3 clusters Score -5298988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5298986.500000 Penalty: 5329.269043
	Iteration 38Q: 3 clusters Score -5298986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5298982.000000 Penalty: 5329.269043
	Iteration 39Q: 3 clusters Score -5298982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5298986.000000 Penalty: 5329.269043
	Iteration 40F: 3 clusters Score -5298986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5298995.500000 Penalty: 5329.269043
	Iteration 41Q: 3 clusters Score -5298996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5298994.500000 Penalty: 5329.269043
	Iteration 42Q: 3 clusters Score -5298994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5298989.000000 Penalty: 5329.269043
	Iteration 43Q: 3 clusters Score -5298989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5298993.000000 Penalty: 5329.269043
	Iteration 44Q: 3 clusters Score -5298993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5298995.500000 Penalty: 5329.269043
	Iteration 45Q: 3 clusters Score -5298996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5299000.000000 Penalty: 5329.269043
	Iteration 46Q: 3 clusters Score -5299000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5299001.000000 Penalty: 5329.269043
	Iteration 47Q: 3 clusters Score -5299001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5299003.000000 Penalty: 5329.269043
	Iteration 48Q: 3 clusters Score -5299003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5299008.000000 Penalty: 5329.269043
	Iteration 49Q: 3 clusters Score -5299008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5299015.500000 Penalty: 5329.269043
	Iteration 50Q: 3 clusters Score -5299016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5299018.000000 Penalty: 5329.269043
	Iteration 51Q: 3 clusters Score -5299018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5299013.000000 Penalty: 5329.269043
	Iteration 52Q: 3 clusters Score -5299013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5299007.000000 Penalty: 5329.269043
	Iteration 53Q: 3 clusters Score -5299007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5299009.000000 Penalty: 5329.269043
	Iteration 54Q: 3 clusters Score -5299009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5299013.500000 Penalty: 5329.269043
	Iteration 55Q: 3 clusters Score -5299014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5299011.000000 Penalty: 5329.269043
	Iteration 56Q: 3 clusters Score -5299011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5299011.000000 Penalty: 5329.269043
	Iteration 57F: 3 clusters Score -5299011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Entering Unmasked Estep 
Score: -2333204.000000 Penalty: 2458.053467
	Iteration 0F: 2 clusters Score -2333204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2319071.000000 Penalty: 4916.106934
	Iteration 0F: 3 clusters Score -2319071 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2323871.000000 Penalty: 4916.106934
	Iteration 1F: 3 clusters Score -2323871 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2324351.500000 Penalty: 4916.106934
	Iteration 2F: 3 clusters Score -2324352 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2324746.500000 Penalty: 4916.106934
	Iteration 3Q: 3 clusters Score -2324746 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2325143.500000 Penalty: 4916.106934
	Iteration 4Q: 3 clusters Score -2325144 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2325534.750000 Penalty: 4916.106934
	Iteration 5Q: 3 clusters Score -2325535 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2325892.500000 Penalty: 4916.106934
	Iteration 6Q: 3 clusters Score -2325892 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2326233.750000 Penalty: 4916.106934
	Iteration 7Q: 3 clusters Score -2326234 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2326545.250000 Penalty: 4916.106934
	Iteration 8Q: 3 clusters Score -2326545 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2326850.000000 Penalty: 4916.106934
	Iteration 9Q: 3 clusters Score -2326850 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2327105.250000 Penalty: 4916.106934
	Iteration 10Q: 3 clusters Score -2327105 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2327398.000000 Penalty: 4916.106934
	Iteration 11Q: 3 clusters Score -2327398 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2327658.500000 Penalty: 4916.106934
	Iteration 12Q: 3 clusters Score -2327658 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2327925.500000 Penalty: 4916.106934
	Iteration 13Q: 3 clusters Score -2327926 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2328200.500000 Penalty: 4916.106934
	Iteration 14Q: 3 clusters Score -2328200 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2328450.750000 Penalty: 4916.106934
	Iteration 15Q: 3 clusters Score -2328451 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2328626.250000 Penalty: 4916.106934
	Iteration 16Q: 3 clusters Score -2328626 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2328774.750000 Penalty: 4916.106934
	Iteration 17Q: 3 clusters Score -2328775 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2328894.000000 Penalty: 4916.106934
	Iteration 18Q: 3 clusters Score -2328894 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2328969.500000 Penalty: 4916.106934
	Iteration 19Q: 3 clusters Score -2328970 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2329039.000000 Penalty: 4916.106934
	Iteration 20F: 3 clusters Score -2329039 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2329072.250000 Penalty: 4916.106934
	Iteration 21Q: 3 clusters Score -2329072 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2329111.500000 Penalty: 4916.106934
	Iteration 22Q: 3 clusters Score -2329112 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2329142.750000 Penalty: 4916.106934
	Iteration 23Q: 3 clusters Score -2329143 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2329161.000000 Penalty: 4916.106934
	Iteration 24Q: 3 clusters Score -2329161 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2329176.250000 Penalty: 4916.106934
	Iteration 25Q: 3 clusters Score -2329176 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2329200.250000 Penalty: 4916.106934
	Iteration 26Q: 3 clusters Score -2329200 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2329217.000000 Penalty: 4916.106934
	Iteration 27Q: 3 clusters Score -2329217 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2329235.250000 Penalty: 4916.106934
	Iteration 28Q: 3 clusters Score -2329235 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2329243.250000 Penalty: 4916.106934
	Iteration 29Q: 3 clusters Score -2329243 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2329248.750000 Penalty: 4916.106934
	Iteration 30Q: 3 clusters Score -2329249 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2329255.250000 Penalty: 4916.106934
	Iteration 31Q: 3 clusters Score -2329255 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2329260.500000 Penalty: 4916.106934
	Iteration 32Q: 3 clusters Score -2329260 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2329266.750000 Penalty: 4916.106934
	Iteration 33Q: 3 clusters Score -2329267 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2329271.750000 Penalty: 4916.106934
	Iteration 34Q: 3 clusters Score -2329272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2329275.750000 Penalty: 4916.106934
	Iteration 35Q: 3 clusters Score -2329276 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2329279.250000 Penalty: 4916.106934
	Iteration 36Q: 3 clusters Score -2329279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2329288.750000 Penalty: 4916.106934
	Iteration 37Q: 3 clusters Score -2329289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2329296.250000 Penalty: 4916.106934
	Iteration 38Q: 3 clusters Score -2329296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2329290.000000 Penalty: 4916.106934
	Iteration 39Q: 3 clusters Score -2329290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2329297.000000 Penalty: 4916.106934
	Iteration 40F: 3 clusters Score -2329297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2329304.500000 Penalty: 4916.106934
	Iteration 41Q: 3 clusters Score -2329304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2329301.250000 Penalty: 4916.106934
	Iteration 42Q: 3 clusters Score -2329301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2329302.250000 Penalty: 4916.106934
	Iteration 43Q: 3 clusters Score -2329302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2329314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2329315.250000 Penalty: 4916.106934
	Iteration 45Q: 3 clusters Score -2329315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2329321.000000 Penalty: 4916.106934
	Iteration 46Q: 3 clusters Score -2329321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2329323.750000 Penalty: 4916.106934
	Iteration 47Q: 3 clusters Score -2329324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2329321.500000 Penalty: 4916.106934
	Iteration 48Q: 3 clusters Score -2329322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2329323.000000 Penalty: 4916.106934
	Iteration 49Q: 3 clusters Score -2329323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2329329.000000 Penalty: 4916.106934
	Iteration 50Q: 3 clusters Score -2329329 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2329331.000000 Penalty: 4916.106934
	Iteration 51Q: 3 clusters Score -2329331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2329334.500000 Penalty: 4916.106934
	Iteration 52Q: 3 clusters Score -2329334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2329346.500000 Penalty: 4916.106934
	Iteration 53Q: 3 clusters Score -2329346 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2329347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2329358.750000 Penalty: 4916.106934
	Iteration 55Q: 3 clusters Score -2329359 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2329367.500000 Penalty: 4916.106934
	Iteration 56Q: 3 clusters Score -2329368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2329372.000000 Penalty: 4916.106934
	Iteration 57Q: 3 clusters Score -2329372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2329375.750000 Penalty: 4916.106934
	Iteration 58Q: 3 clusters Score -2329376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2329381.750000 Penalty: 4916.106934
	Iteration 59Q: 3 clusters Score -2329382 nChanged 54
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Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2329379.500000 Penalty: 4916.106934
	Iteration 60F: 3 clusters Score -2329380 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2329385.500000 Penalty: 4916.106934
	Iteration 61Q: 3 clusters Score -2329386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2329389.500000 Penalty: 4916.106934
	Iteration 62Q: 3 clusters Score -2329390 nChanged 39
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Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2329387 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2329405 nChanged 44
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Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2329405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2329407.000000 Penalty: 4916.106934
	Iteration 66Q: 3 clusters Score -2329407 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2329416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2329431.000000 Penalty: 4916.106934
	Iteration 68Q: 3 clusters Score -2329431 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2329449.250000 Penalty: 4916.106934
	Iteration 69Q: 3 clusters Score -2329449 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2329456 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2329467 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2329481.000000 Penalty: 4916.106934
	Iteration 72Q: 3 clusters Score -2329481 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2329490.500000 Penalty: 4916.106934
	Iteration 73Q: 3 clusters Score -2329490 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2329503.750000 Penalty: 4916.106934
	Iteration 74Q: 3 clusters Score -2329504 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2329514 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2329530 nChanged 70
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Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2329544 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
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Entering Unmasked Estep 
Score: -2329550.250000 Penalty: 4916.106934
	Iteration 78Q: 3 clusters Score -2329550 nChanged 81
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Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2329561 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2329585.500000 Penalty: 4916.106934
	Iteration 80F: 3 clusters Score -2329586 nChanged 71
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Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2329595 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2329608.000000 Penalty: 4916.106934
	Iteration 82Q: 3 clusters Score -2329608 nChanged 85
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Mstep: Class 1 contains 8200 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2329626 nChanged 92
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Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2329638 nChanged 103
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Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2329655 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2329685 nChanged 113
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Mstep: Class 1 contains 7781 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2329702 nChanged 130
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Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2329717 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2329746 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2329780 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2329808 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2329839.250000 Penalty: 4916.106934
	Iteration 92Q: 3 clusters Score -2329839 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2329870 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
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Entering Unmasked Estep 
Score: -2329903.750000 Penalty: 4916.106934
	Iteration 94Q: 3 clusters Score -2329904 nChanged 148
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Mstep: Class 1 contains 6700 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2329939 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2329973 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2330018 nChanged 158
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Mstep: Class 1 contains 6239 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2330044 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2330076 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2330128 nChanged 177
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Mstep: Class 1 contains 5730 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2330169 nChanged 170
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Mstep: Class 1 contains 5560 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2330214 nChanged 152
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Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2330249.750000 Penalty: 4916.106934
	Iteration 103Q: 3 clusters Score -2330250 nChanged 151
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Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2330279 nChanged 150
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Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2330329 nChanged 178
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Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 15230 members 
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	Iteration 106Q: 3 clusters Score -2330377 nChanged 179
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Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2330432 nChanged 182
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Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 15589 members 
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	Iteration 108Q: 3 clusters Score -2330478 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2330530 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2330563 nChanged 170
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Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2330626 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2330671.500000 Penalty: 4916.106934
	Iteration 112Q: 3 clusters Score -2330672 nChanged 157
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Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2330721 nChanged 155
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Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2330773 nChanged 156
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Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2330828.750000 Penalty: 4916.106934
	Iteration 115Q: 3 clusters Score -2330829 nChanged 150
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Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2330880 nChanged 155
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Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2330930.250000 Penalty: 4916.106934
	Iteration 117Q: 3 clusters Score -2330930 nChanged 147
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Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2330986 nChanged 154
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Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2331039.000000 Penalty: 4916.106934
	Iteration 119Q: 3 clusters Score -2331039 nChanged 145
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Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2331099 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2331168.750000 Penalty: 4916.106934
	Iteration 121Q: 3 clusters Score -2331169 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2331216.000000 Penalty: 4916.106934
	Iteration 122Q: 3 clusters Score -2331216 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2331266.500000 Penalty: 4916.106934
	Iteration 123Q: 3 clusters Score -2331266 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2331309.000000 Penalty: 4916.106934
	Iteration 124Q: 3 clusters Score -2331309 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2331359.000000 Penalty: 4916.106934
	Iteration 125Q: 3 clusters Score -2331359 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2331395.750000 Penalty: 4916.106934
	Iteration 126Q: 3 clusters Score -2331396 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2331419.250000 Penalty: 4916.106934
	Iteration 127Q: 3 clusters Score -2331419 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2331434.500000 Penalty: 4916.106934
	Iteration 128Q: 3 clusters Score -2331434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2331449.500000 Penalty: 4916.106934
	Iteration 129Q: 3 clusters Score -2331450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2331468.000000 Penalty: 4916.106934
	Iteration 130Q: 3 clusters Score -2331468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2331474.000000 Penalty: 4916.106934
	Iteration 131Q: 3 clusters Score -2331474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2331493.250000 Penalty: 4916.106934
	Iteration 132Q: 3 clusters Score -2331493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2331499.750000 Penalty: 4916.106934
	Iteration 133Q: 3 clusters Score -2331500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2331509.000000 Penalty: 4916.106934
	Iteration 134Q: 3 clusters Score -2331509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2331528.750000 Penalty: 4916.106934
	Iteration 135Q: 3 clusters Score -2331529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2331537.000000 Penalty: 4916.106934
	Iteration 136Q: 3 clusters Score -2331537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2331546.250000 Penalty: 4916.106934
	Iteration 137Q: 3 clusters Score -2331546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2331551.750000 Penalty: 4916.106934
	Iteration 138Q: 3 clusters Score -2331552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2331558.250000 Penalty: 4916.106934
	Iteration 139Q: 3 clusters Score -2331558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2331568.000000 Penalty: 4916.106934
	Iteration 140F: 3 clusters Score -2331568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2331576.750000 Penalty: 4916.106934
	Iteration 141Q: 3 clusters Score -2331577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2331588.250000 Penalty: 4916.106934
	Iteration 142Q: 3 clusters Score -2331588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2331597.250000 Penalty: 4916.106934
	Iteration 143Q: 3 clusters Score -2331597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2331604.250000 Penalty: 4916.106934
	Iteration 144Q: 3 clusters Score -2331604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2331610.000000 Penalty: 4916.106934
	Iteration 145Q: 3 clusters Score -2331610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2331616.750000 Penalty: 4916.106934
	Iteration 146Q: 3 clusters Score -2331617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2331619.750000 Penalty: 4916.106934
	Iteration 147Q: 3 clusters Score -2331620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2331625.750000 Penalty: 4916.106934
	Iteration 148Q: 3 clusters Score -2331626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2331633.250000 Penalty: 4916.106934
	Iteration 149Q: 3 clusters Score -2331633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2331641.500000 Penalty: 4916.106934
	Iteration 150Q: 3 clusters Score -2331642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2331643.000000 Penalty: 4916.106934
	Iteration 151Q: 3 clusters Score -2331643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2331653.750000 Penalty: 4916.106934
	Iteration 152Q: 3 clusters Score -2331654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2331660.250000 Penalty: 4916.106934
	Iteration 153Q: 3 clusters Score -2331660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2331662.250000 Penalty: 4916.106934
	Iteration 154Q: 3 clusters Score -2331662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2331661.000000 Penalty: 4916.106934
	Iteration 155Q: 3 clusters Score -2331661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2331660.750000 Penalty: 4916.106934
	Iteration 156Q: 3 clusters Score -2331661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2331664.000000 Penalty: 4916.106934
	Iteration 157Q: 3 clusters Score -2331664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2331666.750000 Penalty: 4916.106934
	Iteration 158Q: 3 clusters Score -2331667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2331666.000000 Penalty: 4916.106934
	Iteration 159Q: 3 clusters Score -2331666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2331666.000000 Penalty: 4916.106934
	Iteration 160F: 3 clusters Score -2331666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -73277.539062 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -73277.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -71553.359375 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -71553.36 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71876.726562 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -71876.73 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72051.179688 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -72051.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72165.273438 Penalty: 3292.080078
	Iteration 3Q: 3 clusters Score -72165.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72248.140625 Penalty: 3292.080078
	Iteration 4Q: 3 clusters Score -72248.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72316.960938 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -72316.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72378.218750 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -72378.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72434.257812 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -72434.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72514.171875 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -72514.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72586.742188 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -72586.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72640.695312 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -72640.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72707.664062 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -72707.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -72757.695312 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -72757.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72791.078125 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -72791.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72826.875000 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -72826.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72854.429688 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -72854.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -72880.812500 Penalty: 3292.080078
	Iteration 16Q: 3 clusters Score -72880.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -72936.906250 Penalty: 3292.080078
	Iteration 17Q: 3 clusters Score -72936.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -72974.773438 Penalty: 3292.080078
	Iteration 18Q: 3 clusters Score -72974.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -72986.703125 Penalty: 3292.080078
	Iteration 19Q: 3 clusters Score -72986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73030.218750 Penalty: 3292.080078
	Iteration 20F: 3 clusters Score -73030.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -73085.992188 Penalty: 3292.080078
	Iteration 21Q: 3 clusters Score -73085.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73137.640625 Penalty: 3292.080078
	Iteration 22Q: 3 clusters Score -73137.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -73162.437500 Penalty: 3292.080078
	Iteration 23Q: 3 clusters Score -73162.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -73192.007812 Penalty: 3292.080078
	Iteration 24Q: 3 clusters Score -73192.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -73206.710938 Penalty: 3292.080078
	Iteration 25Q: 3 clusters Score -73206.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -73235.414062 Penalty: 3292.080078
	Iteration 26Q: 3 clusters Score -73235.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -73355.789062 Penalty: 3292.080078
	Iteration 27Q: 3 clusters Score -73355.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -73422.593750 Penalty: 3292.080078
	Iteration 28Q: 3 clusters Score -73422.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -73425.937500 Penalty: 3292.080078
	Iteration 29Q: 3 clusters Score -73425.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -73425.937500 Penalty: 3292.080078
	Iteration 30F: 3 clusters Score -73425.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41836 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16293 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320740 members 
Mstep: Class 16 contains 453 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 129384 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
Score: -70759168.000000 Penalty: 72880.484375
Splitting cluster 20 changes total score from -70760680.000000 to -70759168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (129384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129384 members 
Entering Unmasked Estep 
Score: -14672906.000000 Penalty: 2919.093994
	Iteration 0F: 2 clusters Score -1.467291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -14587449.000000 Penalty: 5838.187988
	Iteration 0F: 3 clusters Score -1.458745e+07 nChanged 61507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -14623065.000000 Penalty: 5838.187988
	Iteration 1F: 3 clusters Score -1.462306e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -14623943.000000 Penalty: 5838.187988
	Iteration 2Q: 3 clusters Score -1.462394e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 59593 members 
Entering Unmasked Estep 
Score: -14624980.000000 Penalty: 5838.187988
	Iteration 3Q: 3 clusters Score -1.462498e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -14626446.000000 Penalty: 5838.187988
	Iteration 4Q: 3 clusters Score -1.462645e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76498 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -14628740.000000 Penalty: 5838.187988
	Iteration 5Q: 3 clusters Score -1.462874e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -14632366.000000 Penalty: 5838.187988
	Iteration 6F: 3 clusters Score -1.463237e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89778 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -14637758.000000 Penalty: 5838.187988
	Iteration 7F: 3 clusters Score -1.463776e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98851 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -14645371.000000 Penalty: 5838.187988
	Iteration 8F: 3 clusters Score -1.464537e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108342 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -14653612.000000 Penalty: 5838.187988
	Iteration 9F: 3 clusters Score -1.465361e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116425 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -14660501.000000 Penalty: 5838.187988
	Iteration 10F: 3 clusters Score -1.46605e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122127 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -14665170.000000 Penalty: 5838.187988
	Iteration 11Q: 3 clusters Score -1.466517e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125491 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -14667745.000000 Penalty: 5838.187988
	Iteration 12Q: 3 clusters Score -1.466774e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127272 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -14669173.000000 Penalty: 5838.187988
	Iteration 13Q: 3 clusters Score -1.466917e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128085 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -14669953.000000 Penalty: 5838.187988
	Iteration 14Q: 3 clusters Score -1.466995e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128433 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -14670300.000000 Penalty: 5838.187988
	Iteration 15Q: 3 clusters Score -1.46703e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128577 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -14670521.000000 Penalty: 5838.187988
	Iteration 16Q: 3 clusters Score -1.467052e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128612 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -14670646.000000 Penalty: 5838.187988
	Iteration 17Q: 3 clusters Score -1.467065e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128606 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -14670775.000000 Penalty: 5838.187988
	Iteration 18Q: 3 clusters Score -1.467078e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128581 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -14670879.000000 Penalty: 5838.187988
	Iteration 19Q: 3 clusters Score -1.467088e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128544 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -14671038.000000 Penalty: 5838.187988
	Iteration 20F: 3 clusters Score -1.467104e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128482 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -14671161.000000 Penalty: 5838.187988
	Iteration 21Q: 3 clusters Score -1.467116e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128395 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -14671314.000000 Penalty: 5838.187988
	Iteration 22Q: 3 clusters Score -1.467131e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128273 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14671503.000000 Penalty: 5838.187988
	Iteration 23Q: 3 clusters Score -1.46715e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128132 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -14671639.000000 Penalty: 5838.187988
	Iteration 24Q: 3 clusters Score -1.467164e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127963 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -14671732.000000 Penalty: 5838.187988
	Iteration 25Q: 3 clusters Score -1.467173e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127786 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -14671862.000000 Penalty: 5838.187988
	Iteration 26Q: 3 clusters Score -1.467186e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127620 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -14671990.000000 Penalty: 5838.187988
	Iteration 27Q: 3 clusters Score -1.467199e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127466 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -14672078.000000 Penalty: 5838.187988
	Iteration 28Q: 3 clusters Score -1.467208e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127301 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -14672131.000000 Penalty: 5838.187988
	Iteration 29Q: 3 clusters Score -1.467213e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127157 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -14672185.000000 Penalty: 5838.187988
	Iteration 30Q: 3 clusters Score -1.467218e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127037 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -14672261.000000 Penalty: 5838.187988
	Iteration 31Q: 3 clusters Score -1.467226e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126947 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -14672278.000000 Penalty: 5838.187988
	Iteration 32Q: 3 clusters Score -1.467228e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126848 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -14672340.000000 Penalty: 5838.187988
	Iteration 33Q: 3 clusters Score -1.467234e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126762 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -14672370.000000 Penalty: 5838.187988
	Iteration 34Q: 3 clusters Score -1.467237e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126701 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -14672380.000000 Penalty: 5838.187988
	Iteration 35Q: 3 clusters Score -1.467238e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126660 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -14672400.000000 Penalty: 5838.187988
	Iteration 36Q: 3 clusters Score -1.46724e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126624 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -14672408.000000 Penalty: 5838.187988
	Iteration 37Q: 3 clusters Score -1.467241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126596 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -14672390.000000 Penalty: 5838.187988
	Iteration 38Q: 3 clusters Score -1.467239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126574 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -14672411.000000 Penalty: 5838.187988
	Iteration 39Q: 3 clusters Score -1.467241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126560 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -14672499.000000 Penalty: 5838.187988
	Iteration 40F: 3 clusters Score -1.46725e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126441 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -14672571.000000 Penalty: 5838.187988
	Iteration 41Q: 3 clusters Score -1.467257e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126333 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -14672608.000000 Penalty: 5838.187988
	Iteration 42Q: 3 clusters Score -1.467261e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126230 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -14672618.000000 Penalty: 5838.187988
	Iteration 43Q: 3 clusters Score -1.467262e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126145 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -14672639.000000 Penalty: 5838.187988
	Iteration 44Q: 3 clusters Score -1.467264e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126066 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -14672653.000000 Penalty: 5838.187988
	Iteration 45Q: 3 clusters Score -1.467265e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125986 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -14672681.000000 Penalty: 5838.187988
	Iteration 46Q: 3 clusters Score -1.467268e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125925 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -14672714.000000 Penalty: 5838.187988
	Iteration 47Q: 3 clusters Score -1.467271e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125862 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -14672726.000000 Penalty: 5838.187988
	Iteration 48Q: 3 clusters Score -1.467273e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125807 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -14672779.000000 Penalty: 5838.187988
	Iteration 49Q: 3 clusters Score -1.467278e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125762 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -14672779.000000 Penalty: 5838.187988
	Iteration 50Q: 3 clusters Score -1.467278e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125716 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -14672787.000000 Penalty: 5838.187988
	Iteration 51Q: 3 clusters Score -1.467279e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125661 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -14672786.000000 Penalty: 5838.187988
	Iteration 52Q: 3 clusters Score -1.467279e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125608 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -14672810.000000 Penalty: 5838.187988
	Iteration 53Q: 3 clusters Score -1.467281e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125544 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -14672822.000000 Penalty: 5838.187988
	Iteration 54Q: 3 clusters Score -1.467282e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125487 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -14672850.000000 Penalty: 5838.187988
	Iteration 55Q: 3 clusters Score -1.467285e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125442 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -14672852.000000 Penalty: 5838.187988
	Iteration 56Q: 3 clusters Score -1.467285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125410 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -14672835.000000 Penalty: 5838.187988
	Iteration 57Q: 3 clusters Score -1.467284e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125373 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -14672836.000000 Penalty: 5838.187988
	Iteration 58Q: 3 clusters Score -1.467284e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125342 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -14672866.000000 Penalty: 5838.187988
	Iteration 59Q: 3 clusters Score -1.467287e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125310 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -14672868.000000 Penalty: 5838.187988
	Iteration 60F: 3 clusters Score -1.467287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125286 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -14672876.000000 Penalty: 5838.187988
	Iteration 61Q: 3 clusters Score -1.467288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125271 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -14672881.000000 Penalty: 5838.187988
	Iteration 62Q: 3 clusters Score -1.467288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125259 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -14672883.000000 Penalty: 5838.187988
	Iteration 63Q: 3 clusters Score -1.467288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125250 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -14672879.000000 Penalty: 5838.187988
	Iteration 64Q: 3 clusters Score -1.467288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125242 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -14672881.000000 Penalty: 5838.187988
	Iteration 65Q: 3 clusters Score -1.467288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125231 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -14672879.000000 Penalty: 5838.187988
	Iteration 66Q: 3 clusters Score -1.467288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125218 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -14672902.000000 Penalty: 5838.187988
	Iteration 67Q: 3 clusters Score -1.46729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125203 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -14672897.000000 Penalty: 5838.187988
	Iteration 68Q: 3 clusters Score -1.46729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125193 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -14672902.000000 Penalty: 5838.187988
	Iteration 69Q: 3 clusters Score -1.46729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125181 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -14672909.000000 Penalty: 5838.187988
	Iteration 70Q: 3 clusters Score -1.467291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125172 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -14672916.000000 Penalty: 5838.187988
	Iteration 71Q: 3 clusters Score -1.467292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125161 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -14672909.000000 Penalty: 5838.187988
	Iteration 72Q: 3 clusters Score -1.467291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125151 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -14672915.000000 Penalty: 5838.187988
	Iteration 73Q: 3 clusters Score -1.467292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125148 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -14672911.000000 Penalty: 5838.187988
	Iteration 74Q: 3 clusters Score -1.467291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125141 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -14672917.000000 Penalty: 5838.187988
	Iteration 75Q: 3 clusters Score -1.467292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125136 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -14672906.000000 Penalty: 5838.187988
	Iteration 76Q: 3 clusters Score -1.467291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125133 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -14672909.000000 Penalty: 5838.187988
	Iteration 77Q: 3 clusters Score -1.467291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125129 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -14672912.000000 Penalty: 5838.187988
	Iteration 78Q: 3 clusters Score -1.467291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125126 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -14672921.000000 Penalty: 5838.187988
	Iteration 79Q: 3 clusters Score -1.467292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125124 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -14672922.000000 Penalty: 5838.187988
	Iteration 80F: 3 clusters Score -1.467292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -14672920.000000 Penalty: 5838.187988
	Iteration 81Q: 3 clusters Score -1.467292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -14672920.000000 Penalty: 5838.187988
	Iteration 82F: 3 clusters Score -1.467292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 41836 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 16293 members 
Mstep: Class 13 contains 676 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 320740 members 
Mstep: Class 16 contains 4262 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 125122 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
Score: -70760168.000000 Penalty: 72880.484375
Splitting cluster 21 changes total score from -70760680.000000 to -70760168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -125283.125000 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -125283.1 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 571 members 
Entering Unmasked Estep 
Score: -123234.226562 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -123234.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -123536.742188 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -123536.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -123626.015625 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -123626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -123659.023438 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -123659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -123675.289062 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -123675.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -123690.906250 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -123690.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -123703.757812 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -123703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -123708.867188 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -123708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -123710.531250 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -123710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -123711.921875 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -123711.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -123711.921875 Penalty: 3484.226074
	Iteration 10F: 3 clusters Score -123711.9 nChanged 0
--- Evaluating fit on full set of 1898308 points ---
Entering Unmasked Estep 
Score: -211525344.000000 Penalty: 75289.312500
25->22 Clusters: Score -211525344.000000, best is -211680848.000000

Main iterations: 0 (time per=infms)
Total iterations: 35007 (time per=352.011601ms)
Iterations metric 2: 2672014655488.000000 (time per=4.611827ns)
Iterations metric 3: 80161739374592.000000 (time per=153.725084ps)

That took 12322.870117 seconds.
